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Table 5.2: Number of pictures taken at each pillar Pillar Aug. 26 Sep. 16 Sep. 26 Oct. 28 1 0 3 5 0 2 0 11 7 2 3 5 9 8 6 4 0 4 11 7 5 2 13 11 5 6 4 5 0 0 7 12 9 0 3 The photographs were processed through a combination of Agisoft Photoscan [108], CloudCompare, and Maptek iSite [94]. Photoscan was used to obtain the point clouds and triangulation surfaces from the photographs. Next, CloudCompare was used to orient and scale the time-lapse photos. Several 30 cm squares were placed in each scene to provide a reference for scaling the resultant triangulation surfaces. The squares were not placed in the same location during subsequent visits, and as a result, would create the appearance of movement on the rib face at the locations they were placed. Orienting the photos was performed by locating the same points on the rib or roof between visits. Exposed rock faces have a significant number of visual features that can be located across the photographs from different visits and assigned the same three-dimensional coordinate. Four of these features were chosen in each point cloud to align with a point cloud of the same region at the next visit. If reference points moved between scenes, such as in the expansion of a rib, this would cause a systematic error clearly visible when aligning the triangulation surfaces. Lastly, iSite was used to determine the distances between the triangulation surfaces at different time periods. The volumes reported are the volumes enclosed by two triangulation surfaces. The older surface will always be the reference. Negative volumes correspond to the removal of material from the rib, while positive volumes correspond to an expansion of the rib or accumulation of material that did not previously exist. The same process was applied previously, in an underground limestone mine, using laser scanning as the point cloud collection method [112]. These software packages are not uniquely able to perform these functions, nor are the software packages limited in use to the function presented here. The reason for using each was the preference of the author. Due to the poor quality of some photographs, a significant cascading error may exist in some of the point clouds. Imprecisely constructed point clouds can lead to imprecise scaling and inaccurate referencing, resulting in underestimations or overestimations of 66
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volume change. Point clouds, which appear to be significantly noisier than the rest, are noted in their relevant section. 5.4 Results The time-lapse analysis of surface change, as calculated by iSite, is shown in Figure 5.2 through Figure 5.9. The colored surface has been overlain on a photograph of the scene at the earlier time in the analysis. The overlain pictures are approximately aligned by hand; however, the volumes of change are calculated by iSite from the two referenced surfaces. Warmer colors, which are positive values, are used to indicate an expansion, or movement of material towards the camera. Cooler colors, which are negative values, are used to indicated a contraction, or spalling of material. A green color, which dominates the majorities of overlays, very little or no change detected between scans. Figure 5.2: Change at Pillar 1 between September 16th and September 26th The change observed at Pillar 1, in Figure 5.2, is likely to be artifacts of the photogrammetry. The September 16th pictures were both blurry and in very low light, resulting in 67
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The first time period, from September 16th to September 26th, in Figure 5.8, shows no significant movement, with the small color variations likely due to the poor quality of the photographs used. The second time period, from September 26th to October 26th, a large displacement of rib material was detected. In the area enclosed by Box A, 4.03 m3 was displaced. The larger displacement, which exceeds the color scale, showed an approximate average displacement of 34.5 cm. The other sides of this pillar were inaccessible when the next visit occurred on October 28th. Figure 5.9: Change at Pillar 6 from Aug. 26th to Sep. 16th It is difficult to verify the change present in Figure 5.9, due to the blurriness of the photographs. Change does appear to have occurred in the area enclosed by Box A, however Box B and Box C are inconclusive. A photograph of this area was taken on September 26th, and it showed significant damage across the rib face, possibly a result of the movement shown taking place between August 26th and September 16th. In addition to the pillars shown, observations at the remaining photographed pillars are summarized in Table 5.3. 74
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Table 5.3: Summary of conditions at each pillar Pillar Condition Notes Blurriness negatively impacted the An example of a poorly 1 reconstruction of the Aug 26th to Sep. 16th time aligned point cloud period. A large part of the corner of the rib was displaced, and Overlapping between photographs was not high 2 there was significant enough to capture fully the displacement. displacement in the weak shale band Blurriness negatively influenced the An isolated 0.52 m3 3 reconstruction of the Aug 26th to Sep. 16th time displacement occurred period. No detectable change occurred during the 4 Good monitoring period. Two sides of the pillar were inaccessible A large 4.03 m3 displacement 5 following the displacement between Sep. 16th occurred and Oct. 28th. Small areas of localized rib Photographs from Oct. 28th show significant 6 spalling and rib expansion are damage in the areas that were expanding, but detected the photographs were blurred. Significant rib spalling The Aug. 26th and Sep. 16th photographs were occurred between Aug. 26th blurry, but less pronounced than at Pillars 1 and 7 and Sep. 16th, but none after 3. Fog may have played a role in reducing the that time period quality of these photographs. The pillar behaviors observed can be classified into four categories: spalling, expansion, weak band failure, and no movement. Nearly all the pillars exhibited spalling, which is shown on Pillars 2, 3, 5, 6, and 7. This spalling ranges from 0.29 m3 to 0.52 m3 of material being displaced from the rib. The spalling behavior shown on Pillar 2 and 3 occurred at the corner of the pillar and was poorly quantified as a result. Due to the light positioning, another set of photos would need to be taken solely of the pillar corner in order to reconstruct it properly. Photographs were not taken of the corner, but instead each side of the pillar was reconstructed, leaving the corner deformation quantitatively unknown. Pillars 3, 5, 6, and 7 all showed some degree of spalling away from the corners, although the 4.03 m3 displaced on Pillar 5 was the largest by far. This spalling did not appear preferentially located at certain parts of the rib. Expansion, or an observed movement of the rib towards the camera, was shown on several pillars, but this could also be indicative of a poorly aligned or reconstructed point cloud. Considering the photographic quality at each site, Pillar 6 is the only likely candidate for showing 75
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Spalling was observed on four pillars, with three being relatively small amounts of material, 0.29 m3 - 0.52 m3, displaced between monitoring periods. Another pillar showed significantly more material, 4.03 m3, displaced between monitoring periods. One pillar face showed a small amount of spalling while simultaneously showing other areas of expansion. The expansion was generally less than 15 cm, but the quality of the photographs was not high enough to locate clear tension cracking as a result. The picture following the expansion between August 26th and September 16th, on September 26th showed significant damage in the areas that had been expanding. This damage would be expected if the pillar was inelastically expanding. Some pillars experienced either no movement or very little movement across the monitoring period. Just as it is important to be able to detect material movement, it is also important to be able to detect the absence of movement, and not suggest that structural instabilities exist where they do not. Several triangulated surfaces do show false movements between periods, but these generally show anomalies across the entire surface, and are a result of a poor photogrammetric reconstruction. The time-lapse photogrammetric monitoring performed at this site resulted in seven pillars being successfully reconstructed. The precision of measurements varied with photograph quality, but expected rib changes were modeled and capable of being quantified. Additionally, the photographs were taken remotely by a researcher not associated with photogrammetry, who was at the mine for different purposes. This highlights one of the greatest strengths of photogrammetry as a rock mass monitoring tool: the ease with which the data collection steps can be communicated and performed. Photogrammetry has been shown to be uniquely suited for measurement of large mine areas, and can offer a fast and cost-effective supplementary perspective on the mine behavior of which traditional point measurement techniques may be incapable. 77
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Chapter 6 Time-Lapse Photogrammetric Monitoring of an Artificially Loaded Standing Roof Support B. A. Slaker, Graduate Research Associate E. C. Westman, Associate Professor Geomechanics Observation and Imaging, Mining and Minerals Engineering Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061 6.1 Abstract Photogrammetry has found many uses is industrial applications, including the mining industry, but its usefulness as a tool in monitoring standing roof supports in underground coal mines has not yet been established. Collection of meaningful underground deformation data is crucial to understanding rock mass behavior, but the ability to do so can be unreliable, expensive, and time-intensive. This study involves testing using photogrammetry at the Mine Roof Simulator (MRS) in at the National Institute for Occupational Safety and Health (NIOSH) Research Laboratory in Pittsburgh, Pennsylvania during the loading of a standing support. At stages during the standing support’s loading, an ATEX certified explosion-proof digital camera is used to collect an object panorama and determine the object deformation between convergence stages. Comparing the photogrammetric results to the MRS stroke measurements, the point cloud support heights differ from the actual support heights by between 0.2% and 0.6%, depending on the convergence stage. The strain experienced by the support as calculated through photogrammetry and measured on the MRS differs by 0.2% and 0.3% after the first and second displacement stages. While the results may not achieve the same level of accuracy or precision as other industrial photogrammetric applications, the level of precision does not preclude its use as a monitoring tool. 78
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6.2 Introduction Underground mines commonly experience ground deformations as a result of changing states of stress in the rock mass surrounding excavation. Monitoring rock deformations is critical to understanding the mechanical behavior of a rock mass and designing support systems to prevent unwanted deformations or stress concentrations. Longwall mines in the United States rely heavily on standing secondary support systems to prevent the closure and maintain stability of gate roads. A design methodology for secondary support systems was developed by NIOSH that incorporates ground reaction data into the selection of the different, available standing support systems, called the Support Technology Optimization Program (STOP). Without this, a mine is typically required to create a trial section where the new support system is monitored for its response to abutment loading [35]. To collect the necessary ground reaction data, in order to properly design a support system for a mine, the displacement of the individual supports must be monitored. One way of assessing the support design requirements is by examining the ground response curve, shown in Figure 6.1. This curve represents how support systems interact with rock mass expansion and failure when an opening is created. Predicting the shape of the ground response curve is difficult, due to the heterogeneity and anisotropic nature of the rocks that surround underground coal mining operations. The only known points along the curve are those that have been measured along the support reaction line. The design curves for standing supports have been experimentally determined from laboratory testing, and by measuring the displacement of the support, the pressure being exerted by it can be estimated. 79
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Figure 6.1: Ground response curves and a support reaction (after [16]) Measuring the displacement of a standing support is typically performed using point measurement devices, such as contact extensometers. Their measurement precision may be high, but their accuracy is dependent on how they are installed on the support and how the support deforms. An alternative measurement technique, being proposed in this paper, is photogrammetry. Photogrammetry is a form of image measurement that derives the geometric properties of an object or scene from one or more photographs. The primary purpose of this process is to recreate a three- dimensional object in a digital format [9]. The purpose of this experiment is not to create a perfect scenario in which a standing support can be modeled with the highest degree of precision. The purpose of this experiment is to evaluate photogrammetry as a monitoring or measurement tool for deformation in an underground coal mine. The regulatory, environmental, and operational limitations of underground coal mines limit camera selection and picture-taking practices. Therefore, it is the goal of this experiment to closely replicate what is operationally feasible and obtain the most accurate and precise results possible within those confines. Inducing a load on a standing support, and using photogrammetry to monitor that change, will constitute a first step in quantifying the reliability of photogrammetry as a monitoring tool for standing roof supports. 80
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6.3 Methods The experiment will involve artificially inducing a convergence on a standing roof support and capturing the deformation with photographs at different intervals. The photogrammetric results can then be compared to the measured convergence to determine their accuracy. There are three major components to this process: the camera, the support and hydraulic press, and the software used to process the photographs. The camera selected for this experiment is a CorDEX ToughPIX II digital camera [106], shown in Figure 6.2, was designed for use in hazardous environments. It is ATEX and IECEx certified for petrochemical and mining environments, with an armored LCD screen and flash. The camera does not have Mine Safety and Health Administration (MSHA) approval, however, it has camera specifications that could likely be maintained or surpassed while meeting MSHA design standards, if a manufacturer decided to seek such approval. Figure 6.2: CorDEX ToughPIX II [106] Pertinent design specifications for the camera include a 16-megapixel capture resolution, 3x optical zoom, 16-gigabyte image storage, removable and rechargeable battery, and a weight of 0.9 kg. The camera does not offer much flexibility in changing shutter speeds or focal length, but such concessions must be made when the camera models available are severely limited by the regulations concerning explosive atmospheres. The photogrammetry subject is a cylindrical steel support filled with an aerated concrete, and is a commonly used yielding support in United States longwall mines. These supports are 81
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especially common where timber is scarcer, such as in Western longwall mines [41]. Due to the high deformability of the support, large deformations can be monitored, ensuring that the change in total length of the support will not fall below the sensitivity of the monitoring capabilities. The support photographed in this study has a 22.9 cm diameter and stands 274.9 cm tall. The support will be loaded by the Mine Roof Simulator (MRS), located at the NIOSH Pittsburgh Research Laboratory. The MRS, shown in Figure 6.3, was manufactured by MTS Systems Corp, and originally used for testing longwall shields. The MRS is a servo-controlled hydraulic press that applies loads of 13.3 MN from each of its four actuators. It has a maximum opening height of 4.9 m, a maximum convergence of 0.610 m, and platens measuring 6.1 m x 6.1 m. The experimental configuration, with the support inside of the MRS is shown in Figure 6.4 [107]. Figure 6.3: Mine Roof Simulator [107] 82
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Figure 6.4: Standing support inside the MRS For this experiment, pictures were taken of the support at three different convergence levels. The first level is before convergence has started, and the MRS has merely been lowered to establish a contact with the support. The second level is after 5.1 cm of convergence has occurred. The third level is after an additional 25.4 cm. of convergence has occurred, or 30.5 cm from the original height. After the convergence at each stage has occurred, loading was paused and a series of pictures were taken. A layout of the estimated camera positions is shown in Figure 6.5. Each picture had a resolution of 4608 x 3456, a focal length of 5 mm, and was captured at a distance of 1 to 2 meters from the support. These distances were chosen because they allowed as much of the support to be photographed as possible while remaining at a geometrically reasonable distance from the support considering the dimensions of a coal mine entry. Each camera position shown in the x-y views consists of either two or five photos, as illustrated in the z-x view. 83
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between them, as well as the approximate height of the support as determined by the scaled point cloud. 6.4 Results As the MRS converged, the support began to crumple near the top platen. The state of the support after no convergence (Stage 1), 5.1 cm convergence (Stage 2), and 30.5 cm convergence (Stage 3) are shown in Figure 6.6. All visually recognizable deformation of the support is occurring at the top of the support. Figure 6.6: Stage 1 (left), Stage 2 (middle), and Stage 3 (right) The calculated convergence is the difference between the top platen of the MRS and the bottom platen of the MRS. To assist in the visualization of this convergence, the distance between the top platen and an artificially constructed plane at a z position of 274.9 cm (the measured height of the support) is shown in Figure 6.7. A triangulation was generated for each stage. To orient each vertical axis of the triangulation surface with the z-axis, planes of best fit were determined for the calculated geometry of the top platen. The normal vector for this plane was then rotated to align itself with the z-axis for all three stages. The three stages were translated by hand to the same approximate location. The hand translation should not affect height calculations, as they are independent of x, y, and z position. 85
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bottom platen surfaces without vertical deviation. The height of the support could be measured by finding the perpendicular distance between the two platens at any given point, or by subtracting the z-coordinates of two areas that appear to best represent the flat surface of the platen. It may be necessary to arbitrarily choose locations to measure in a field study, but this research benefits from a convenient plane-to-plane distance that can be used as the height of the support. The exact height of a standing support in an underground coal mine would be unknown after any convergence, but would be known to the precision of manufacturer specifications before installation. When these supports are installed underground, they are commonly prestressed with timber wedges or inflatable bladders at the support/roof interface [34]. At any subsequent monitoring stage, the deformation would be unknown prior to collecting measurements. One proposed method for determining this height through photogrammetry is to determine the roof-to- floor distance by assigning a z-coordinate position to roof and floor. Isolating the roof and floor triangulations from the rest of the scene allows them to be analyzed independently to determine their z-position. An average of the z-coordinates for each vertex in the triangulation could be an inaccurate representation of position due to skin control issues in the roof or accumulation of material on the floor. The mode may be a better indicator of position, representing the most probable occurrence. To lessen the effect of bin sizes when creating a histogram from a set of continuous distance measurements, the probability density function was smoothed using the kernel density estimation function in MathWorks’ MATLAB [109]. In order to determine the height of the support at each loading stage, a construction plane was created at a z-coordinate of 274.9 cm. The z-coordinates corresponding to the points that comprise the reconstructed top and bottom platens were measured as the distance of each point in the platen to that construction plane. This creates an array of distance values from which a mode, or most likely outcome, can be determined through a kernel density estimation. Bandwidths for the kernel density estimation were adjusted to give each platen location a single, clear peak. This was most necessary for the top platen at stage 3, which with a rough bandwidth could be considered trimodal. The maximum values along each of these bimodal curves, shown in Figure 6.8, are considered to be the z-positions of the top and bottom platens. 87
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Figure 6.8: Kernel density estimation for the platen positions Using the peak-to-peak distance, a height for the MRS at each of the three stages can be calculated. The height, change, and strain of each MRS displacement stage is shown in Table 6.3. The measured height is the distance between platens as measured by the MRS. The calculated height is the distance between platens as estimated through photogrammetry in Figure 6.8. The remaining measured and calculated columns are derived from the measured and calculated heights. Table 6.3: Measured vs calculated convergence Stage Measured Calculated Measured Calculated Measured Calculated Strain Height Height Change Change Strain Strain (%) Error (cm) (cm) (cm) (cm) (%) (%) 1 274.88 276.43 N/A N/A N/A N/A N/A 2 269.80 271.60 -5.08 -4.83 -1.85 -1.74 5.94 3 244.40 245.50 -30.48 -30.93 -11.09 -11.19 0.90 Between stage 1 and 2, a 4.83 cm convergence is calculated, and between stage 1 and 3, a 30.93 cm convergence is calculated. These convergences differ from the measured values for stage 1 to 2 and 2 to 3 by -0.25 cm and 0.45 cm respectively. The magnitude of change between stage 1 and 2 does not differ proportionally from stage 2 to 3, suggesting that there is an error independent of the height of the support, and likely instead dependent on the distance between the 88
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photographs and the subject as well as camera parameters. All of the calculated heights are larger than the measured heights, possibly indicative of consistent scaling error. It is difficult to distinguish between error caused by scaling and inaccuracy or imprecision in the photogrammetry. The calculated height differs from the measured height by between 0.45% and 0.56%, which could reasonably fall within an expected margin of error when manually selecting points for scaling. Despite this error, the measurements, if reproducible in an underground environment, are of an accuracy that could be useful for measuring roof to floor convergence. 6.5 Conclusion The ability to quantify the deformation of underground standing supports is important for understanding rock mass behavior. In order to see if photogrammetry can be used as a tool for monitoring underground rock mass movements, a standing support was subjected to different displacements, photographed, and then modeled. The environment for the experiment is markedly different from an underground coal mine. There are no issues with inadequate lighting, and the geometries available for scaling and referencing the scene are favorable. Both lighting and unfavorable geometries would be significant concerns in an underground environment. However, the laboratory setting allows for highly controlled displacement of the standing support, which could not be performed underground, and is an important step in applying photogrammetry to the monitoring of standing supports underground. After modeling the standing support at different displacement levels, the results of photogrammetry showed a calculated convergence of 4.93 cm compared to a measured convergence of 5.08 cm after the first MRS movement, and a calculated convergence of 30.93 cm compared to a measured convergence of 30.48 cm after the second MRS movement. The difference between the calculated and measured convergence is not likely dependent on the size of the support, but instead of the quality of the photographs and relative size of a pixel to the support. The accuracy of measurements required in an underground environment will be mine- dependent, but the sub-centimeter accuracy calculated from the photogrammetry in this study should be adequate for many applications of deformation monitoring in underground mine 89
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Chapter 7 Underground Photogrammetric Monitoring of Standing Supports 7.1 Abstract An underground longwall coal mine in Central Appalachia was studied for ground movement in response to abutment loading. Photos were taken of a wooden crib and sand-filled steel support at different visits, with a changing state of stress, for a time-lapse photogrammetric analysis of displacement. This photogrammetric analysis was performed in conjunction with extensometer measurements of change during the monitoring period. Both the wooden crib and the steel support were successfully modeled using photogrammetry in different dynamic lighting conditions. During the monitoring period, a roof-to-floor convergence of 0.62 cm was recorded by an extensometer on the modeled crib, with a roof-to-floor convergence of 0.62 cm measured using the three-dimensional models created through photogrammetry. No extensometer was placed on the steel support, but a modeled 0.28 cm of roof-to-floor convergence was detected according to the photogrammetric point cloud. As expected, photogrammetry accuracy was found to be highly dependent on photograph quality, lighting, and overlap, but modeling of standing supports was found to be possible within sub-centimeter precision using a point-and-shoot camera. 7.2 Introduction Underground coal mining was responsible for producing 343 million tons of coal in 2012 in the United States [1], of which 52% was excavated by longwall [2]. Coal remains an important part of the United States’ energy portfolio, as well as the world’s and it is important to continue improving coal mine safety. In the United States, falls of ground in underground coal mines have led to 2300 operator and contractor injuries, as well as 35 fatalities between January 2007 (the year of the Crandall Canyon mine disaster) and July 2013 [3]. The injury and fatality rate has been decreasing in recent decades [4], due to better safety practices and increased understanding of underground mining environments. 91
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In longwall mining, large abutment stresses form following the removal of support that accompanies excavation of panels. These abutment stresses can present ground control problems, specifically in the gate roads, if not adequately addressed. These abutment stresses are usually addressed with regularly installed standing supports. The behavior of these supports in laboratory settings are well documented, and by using observed deformations, the ground response curve for the rock mass can be determined. The anisotropy and heterogeneity of the typical stratified rock masses found in underground coal mines leads to conditions that differ widely enough to necessitate site-specific monitoring and customization of standing support arrangements, typically with a trial section to determine proper support [29]. Two standing supports were monitored for this research, the strain-softening conventional timber support and a non-yielding sand-filled steel support. Conventional timber supports, also known as wooden cribs, were until recent decades the only available support for longwall tailgates. Wooden cribs provide support over a large deformation, are easy to install, and are generally low- cost. The steel support used in this study behaves differently than wooden cribs do under load. It is capable of providing high support pressures, but does not allow more than several centimeters of convergence before failure. The means of measuring support deformation was photogrammetry. Photogrammetry is a method of determining the geometric properties of an object by analyzing photographs. The purpose of modern digital photogrammetry is to create a three-dimensional object in the digital space [5]. This study focuses on an application of close-range digital photogrammetry (CRDP), typically contrasted with aerial photogrammetry. CRDP is a photogrammetric technique where the object is within 100 meters and the cameras either are contained within, or surround, the object [53]. Photogrammetry has wide interdisciplinary use, but is also being applied in an underground mining environment for fracture characterization [57], geotechnical mapping [58][59], and blast rock volume measurement [60]. Underground mine movements are widely measured using equipment limited to the response of a single point, such as extensometers. These systems require an extrapolation of rock mass movement and are subject to local biases and method of installation. These systems usually come with a high degree of precision, but they lack the ability to capture movements beyond the one-dimensional axis on which they are affixed. Photogrammetry offers an ability to capture the three-dimensional movement of an entire scene. The usefulness of photogrammetry as a fast, cost- 92
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effective, and precise supplementary tool for monitoring underground mine displacements will be explored in this research. 7.2.1 Site Description The underground coal mine visited in this study is located in the Central Appalachian region of the United States and its primary means of ore extraction is through longwall mining. The mining depth ranges from 187 m to 193 m, with an average entry height of approximately 2.4 to 2.7 m in the study area. The roof consists of 0.3 to 1.2 m of shale, overlain by 0 to 2.4 m of sandy shale. The floor strata consists of 0.3 to 2.4 m of shale and fireclay, underlain by 0 to 3 m of sandstone. When monitoring first began at the site, little development had occurred, and how the standing support system would respond to abutment loading was unknown. The standing support system used to reinforce gate roads consisted of concrete-filled metallic cylinders, wooden cribs, and sand-filled steel supports. The photogrammetry research was performed coinciding with the installation of extensometers on standing supports at various locations throughout the mine. These were installed to monitor the ground response, and improve the standing support plan. Inconsistencies in the extensometer results led to only two locations providing reliable data, which are marked on Figure 7.1. 93
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Figure 7.1: Approximate mine layout in the monitoring region. The bleeder cribs are located in the bleeder entries and the headgate cribs are located in what, at the time of monitoring, was the headgate. It was not common at the mine to install supports far in advance of the longwall face, however, the mine had a crosscut heavily supported with wooden cribs and steel supports, approximately 369 m ahead of the longwall face. This area, labeled as “headgate cribs” in Figure 7.1, was supported as a remedial measure in response to unexpected deformation. The headgate crib area was photographed at different visits to monitor a time-lapse change. The bleeder cribs were not photographed due to safety regulations, however, extensometer data is available for this region, which can help to understand the ground response. 7.3 Methods Two subjects at the headgate site were chosen, one wooden crib with no apparent deformation and one steel support with significant deformation already present. A photograph of this crosscut is shown in Figure 7.2, the steel support is shown in Figure 7.3, and the wooden crib is shown in Figure 7.4. 94
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Figure 7.4: Wooden crib photogrammetry subject 7.3.1 Camera and Lighting Two cameras were used in this experiment. The first is a CorDEX ToughPIX II digital camera [106], was designed for use in hazardous environments. It is ATEX and IECEx certified for petrochemical and mining environments, with an armored LCD screen and flash. This camera is not certified with the Mine Safety and Health Administration, but has representative specifications that could be expected in a camera designed for use in a hazardous environment. The camera has a 16 megapixel capture resolution, 3x optical zoom, 16-gigabyte image storage, removable and rechargeable battery, and a weight of 0.9 kg. The zoom was not used for this study. The second camera used was a 12 Megapixel Canon PowerShot. The third set of photos was collected remotely by an employee of the mine who did not have access to the ToughPIX II, and used the most similar point-and-shoot camera available. Lighting was provided by either the camera flash or a wearable array of cap lamps, shown in Figure 7.5. The array was fabricated specifically for this task and consisted of six Polaris Cordless Cap Lamps [113], set to their brightest setting. The array was worn around the neck to 96
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leave the hands free for photography. The lighting was changing throughout the study, although the changes were minimalized with the cap lamp array. This auxiliary lighting was necessary because the battery life of the ToughPIX II camera could not sustain flash photography throughout the experiment. Figure 7.5: Mobile array of cap lamps for use in underground mine illumination 7.3.2 Image Capture and Software Methodology Time-lapse photographs were taken of both the steel support and the wooden crib. The second set of photographs was taken 25 days after the first, with a third set being taken of just the wooden crib two days after the second set. The light source for the first set of photograph was the cap lamp array. The camera flash was not used for the first set due to battery concerns. The second set of photos included both a cap lamp light source and the camera flash, with each having a set unique to that light source instead of both light sources being used simultaneously. An additional battery was taken to compensate for the increased power requirements from the camera flash. The last set of photos was acquired by an employee of the mine using a 12 megapixel point-and-shoot camera and the onboard flash as a light source. These photograph sets are shown in Table 7.1 97
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Figure 7.6: Approximate position of the longwall face relative to the photographed crosscut The photographs were processed through a combination of software packages. The first, Agisoft PhotoScan [108], was used to generate a three-dimensional point cloud from the photographs. The number of photographs used, from Table 7.1, corresponds to the number used in reconstruction in PhotoScan. A sparse point cloud was generated first, followed by a densely constructed point cloud. The dense point cloud, depending on the quality of photographs, often contains many erroneous points, which are removed prior to mesh construction if they are geometrically unreasonable. Triangulated surfaces were then created for each of the standing supports in PhotoScan using the dense point cloud as a base for construction. These objects were then exported into CloudCompare, an open source 3D point cloud and mesh processing software, for scaling and orienting. The midpoint of each 0.12 m x 0.12 m wooden face was used to translate and rotate the point clouds onto the same coordinate system. They were then scaled assuming an average 12.2 cm thickness for the wooden beams. The workflow for processing the photos into manageable three-dimensional surfaces is illustrated in Figure 7.7. 99
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responsible for poor point matching in the photographs, especially towards the center of the support. Because of this, the November 5th photograph set using the cap lamp lighting was discarded, and instead the flash-lit photograph set from this time period was compared to the October 10th cap lamp-lit photograph set. Both the wooden crib and steel support reconstructions are shown in Figure 7.8 along with the anchor points that were used for roof-to-floor convergence measurements. Figure 7.8: Measurement range for the extensometer and photogrammetry The reconstructed steel support showed a roof-to-floor convergence of 1.10 cm between October 10th and November 5th. The convergence range on October 10th was calculated to be 227.02 cm, and on November 5th was calculated to be 228.11 cm. The points selected for comparison on the steel support were not as well defined as the planes created by the individual beams for the wooden crib, increasing the difficulty with which convergence anchors could be precisely determined on the October 10th reconstruction. Extensometer data from October 10th to October 31st on the photographed wooden crib shows a significant convergence on October 13th, and small movements afterwards that resulted in 101
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a slight expansion by the end of the 21 day period. Unfortunately, the extensometer readings did not continue through to the second set of pictures. The extensometer was vandalized and stopped producing useful readings until it was repaired on November 5th. The extensometer readings continued to show no significant trend in convergence until November 8th, when the longwall face was 25 m from the test site and one day following the last set of pictures. At this point, a clear convergence is visible throughout the remainder of the data collection period. The extensometer measurements are shown in Figure 7.9. Figure 7.9: Extensometer measurements, at 12-hour intervals, for the convergence of the crib throughout the experiment The measured extensometer convergence from October 10th to October 31st is 0.86 cm, with a measured expansion of 0.24 cm from November 5th to November 7th. The cumulative convergence recorded by the extensometer is 0.62 cm, although this does not include any convergence that may have occurred during the 5 days where the extensometer was not operational. Each of the photogrammetric reconstructions is shown in Figure 7.10. 102
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Figure 7.10: Photogrammetric reconstruction of the wooden crib on October 10th (top left), November 5th (top right), and November 7th (bottom) The two locations where the extensometer was anchored were not known in the first set of photos, and the planar surfaces of the wooden beams made for more convenient photogrammetric measurement points, shown in Figure 7.8. The different anchor points result in a convergence measurement range approximately 12 cm larger for the extensometer data. Neither measurements are true roof-to-floor convergence values, with three wooden beam widths lying outside of the extensometer measurement range. Using photogrammetry, and measuring between the planes corresponding to the top of the 2nd and bottom of the 11th beam, 1.16 cm of convergence was detected between October 10th and November 5th. An expansion of 0.54 cm was detected in the same physical range between November 5th and November 7th, resulting in a cumulative convergence of 0.62 cm. The absolute differences between the extensometer and photogrammetry measurements for the first-to-second, 103
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second-to-third, and cumulative convergence are 0.30 cm, 0.30 cm, and 0.00 cm respectively. The first-to-second and cumulative convergence values for the extensometer may be in error; however, the second-to-third measurement is consistent. The convergence measured on the reconstructed point clouds are very similar between the steel support and the wooden crib for the October 10th to November 5th time period, differing by only 0.06 cm, although the measurement range for the steel support was 19.5 cm larger. Three additional extensometers were installed in the photographed crosscut. They should not be used to validate the photogrammetric data, as the local variation in ground response is unknown. However, they can be used to verify that the extensometer installed on the photographed crib is measuring movement consistent with deformation in nearby cribs, and not producing anomalous results, possibly indicative of experimental error. The remaining extensometers are shown in Figure 7.11 at the point where a converging trend first emerges. The trend develops in response to the developing front and side abutment load, as the longwall face approaches and passes. The photographed area shown in Figure 7.6 is the same as the plan view shown in Figure 7.11. Figure 7.11: Convergence measurements from all four extensometers installed in the monitoring area, starting from the date of a clear abutment stress-induced movement 104
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The extensometers all show a very similar pattern of convergence, with the magnitude convergence becoming more pronounced as the distance from the longwall panel increases. The convergence shown in this crosscut is similar to the convergence experienced on instrumented wooden cribs in the bleeder entries following longwall development. 7.4.1 Other Experiments In addition to the standing support monitoring, other mine structures were photographed or recorded through video in different ways, to test the versatility of this close range photogrammetry application. Two methods of picture capture were explored: Object Panorama and Straight Line, shown in Figure 7.12. The previous data analysis was performed on photographs collected using the Object Panorama method, however, this may not always be possible due to geometric constraints. The Straight Line method also provides the simplest and quickest method of image capture, often at the cost of an insufficient overlap between photos and a loss of point information on the obscured side of the object. Figure 7.12: The Object Panorama and Straight Line methods of image capture 105
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A series of 32 photos were taken using the Straight Line method in the supported crosscut in intervals of 1 m, taking enough pictures to capture the entire roof to floor geometry of the supports at each interval. The onboard flash was used as the primary source of light, and the camera settings for these photos are the same as the November 5th photos in Table 7.2. The reconstructed point cloud as well as a triangulated surface of the photographed supports are shown in Figure 7.13. Figure 7.13: A reconstructed standing support triangulation from the camera position (left) and a dense point cloud as viewed perpendicular to the long axis of the crosscut (right). Anomalous points have been manually removed from the scene, and the remaining points show clearly resolved objects. There are several objects in the scene that could provide a scale, such as the wooden beam widths or steel support labels, however there is no extensometer data for these supports, nor was there a time-lapse data collection. The resolution with which the camera- facing side of the supports were reconstructed suggests that they could be used to measure convergence. Using video converted into image sequences was explored for its viability in producing quality photogrammetry images. Using video to reconstruct three-dimensional objects is often called videogrammetry, but as image sequences are being extracted from these videos and the same 106
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methods previously discussed are being applied, it will continue to be referred to as photogrammetry in this paper. Two experiments were conducted using videography instead of photography: a Straight Line walkthrough of a crosscut and a steel support Object Panorama. Two obstacles associated with photogrammetry become significantly more pronounced when working with video image sequences: motion blur and image resolution. There is a tendency, when taking photographs, to keep the camera still. When taking a video, the camera is in near constant motion, the degree to which is controllable by the operator. The motion blur will reduce the quality of the reconstruction, or render it incapable of being reconstructed altogether. The most common high-definition video recording resolutions currently available are 720p or 1080p, which corresponds to an image resolution of 1280 x 720 and 1920 x 1080 respectively. This resolution is significantly lower than the photograph resolution used for the object panorama. Both experiments using the image sequences extracted from 720p video proved unsuccessful. The lower resolution combined with a high degree of motion blur, caused by the rough walking terrain, resulted in subpar images. Three-dimensional reconstruction was possible to a limited degree, but always resulted in sparse or incomplete point clouds, unfit for scientific measurement. 7.5 Conclusions Monitoring underground mine movements is critical to understanding the rock mass response. Photogrammetry has been explored as a tool for increasing the availability of mine deformation information, by providing a faster and more comprehensive data collection technique than traditional point measurements. An underground coal longwall mine was used as a test site for monitoring the support response of two standing supports installed ahead of a longwall face. An instrumented wooden crib support as well as a steel support were photographed in a time-lapse manner using different lighting conditions. The photogrammetric reconstruction of the wooden crib showed a cumulative convergence of 0.62 cm from October 10th to November 7th 2014. An extensometer installed on the crib recorded a cumulative convergence of 0.62 cm over the same time. Vandalism of the extensometer resulted in 5 days with no data being recorded between the first and second visit to the support. Between the second and third visit, the photogrammetric reconstruction showed a 0.54 cm 107
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expansion in this time, while the extensometer recorded a 0.24 cm expansion. Larger convergence values would have been more beneficial for establishing the true precision of the reconstruction. However, considering the roof-to-floor height is approximately 6.2 m at this location, sub- centimeter discrepancies in convergence are relatively small. Additionally, the steel support nearby the monitored wooden crib was also successfully reconstructed. The difference measured between the October 10th and November 5th visits was 0.28 cm. This change, while not validated by an extensometer on the support, was considered geologically reasonable, as other nearby extensometers all reported sub-centimeter convergence. The steel support was more difficult to reconstruct due to a reduced number of features and the reflectance of the surface. Future photogrammetric studies on similar supports should take care to diffuse the light source and ensure large overlap between photographs if possible. Lastly, experiments were performed to test the feasibility of using a Straight Line method as opposed to the previously demonstrated Object Panorama method of capturing photographs, and if image sequences extracted from video recordings could substitute photographs. The Straight Line method was demonstrated to be capable of reconstructing an underground scene, despite the complex lighting situation. The image sequences extracted from captured 720p video footage contained too much motion blur and was of too low a resolution to adequately construct the underground scene. Improving the video resolution and reducing movement while recording are both within current technological and operational capabilities, and would likely improve results. Photogrammetry has been shown to be capable of monitoring support deformation. The magnitude of deformation measured through photogrammetry is very similar to that measured by extensometers, which are widely used in research capacities to measure ground movements. Photogrammetry offers an advantage over extensometers in its ability to capture the entire geometry of the region being monitored, rather than a single point. Photogrammetry as a tool for monitoring is not biased by the method of installation nor does it require additional data acquisition units. Quality photogrammetric results do depend on quality photographs, and monitoring requires repeated visits to the scene. The limitations of photogrammetry do make its use situational, but the ability to measure three-dimensional change underground quickly, cost-effectively, and with accuracy comparable to extensometers makes it a valuable tool for assessing rock mass movements. 108
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Chapter 8 Discussion and Conclusions 8.1 Summary of Work Photogrammetry and laser scanning were both used to reconstruct the geometry of several mines and structures within them. Two coal mines, two limestone mines, and the Mine Roof Simulator (MRS) at the Pittsburgh Office of Mine Safety and Health Research were used as test locations for these two technologies and their mining application. The goal of each study was to determine a movement in the scene over time. Three of the experiments involved studying wide- area rib changes while two experiments focused on monitoring standing support convergence. The photogrammetry approach to each of these displacement-monitoring studies was performed in a way considered most practical and cost-effective for application in underground mining. The rib displacement experiments contained two limestone mine sites and one coal mine site. The laser scanned limestone mine experiment involved was performed at two scanning period, which focused on one spalling pillar and another pillar that was scaled between scans. Calculating the difference between the triangulation mesh reconstructions from the laser scanning data, volume changes of 2.6 m3 on the spalling pillar, and 2.3 m3on the scaled pillar were detected. Anomalous change elsewhere was not found, validating the movement that was detected. The second laser scanning experiment was performed at one of the underground coal mine test sites, and the displacement being modeled was hand-induced by removing material from the rib. A scan was performed before and after displacement was created, and the scene reconstructions were compared for volume change between them. The laser scanner was moved slightly during the experiment to ensure a marginal need to reference objects in the scene for a proper orientation. Volume changes as small as 57 cm3 and as large as 57549 cm3 were detected. Footprints and scaled material were also visible in the time-lapse scans, however the roof and the undisturbed portions of the ribs showed no movements. The last rib spalling experiment used photogrammetry instead of laser scanning, and was performed by another party remotely, with instructions provided for how to best photograph the scene. Several different behaviors were identified, that corroborated previous observations at the site: no change during the monitoring period, a weak shale band spalling, small pockets of change, and one large pillar spall event of 4.0 m3. All measurements were performed using 30 cm square 109
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references and without the need for mine coordinates, highlighting the versatility of the photogrammetry method in the absence of surveying data. Beginning the standing support convergence experiments, the MRS was used to test the ability to precisely monitor the movement of a standing support over time. The MRS was photographed at three different convergence levels, each of which was modeled and compared to the other two to determine the magnitude of displacement taking place. The support was photographed in a way that would best simulate the angles possible in an underground environment. The convergence stages were set at 0 cm, 5 cm, and 30 cm, and the MRS measured convergence agreed with the photogrammetry measured convergence to within 0.5 cm of change at both the 5 and 30 cm stage. The other standing support experiment was performed in an underground coal mine using photogrammetry, with the goal of detecting convergence caused by an advancing longwall face and the resulting abutment pressures. This study was performed over 28 days, punctuated by three visits to capture the deformation on standing supports at each time. This convergence was simultaneously monitored by extensometers installed on one of the photographed standing supports as well as others nearby. Convergence measurements as obtained by an extensometer on a wooden crib matched the convergence measurements of the same wooden crib as obtained from photogrammetry. The cumulative convergence measured using both methods was 0.62 cm and 0.62 cm respectively. A nearby steel support was also photogrammetrically reconstructed, and showed a convergence of 1.16 cm, over a slightly shorter time frame than the wooden crib comparison. 8.2 Discussion of Results The photogrammetric and laser scanned reconstructions were studied for each test location. The photogrammetry and laser scanning applied to the limestone mines both revealed small and large areas of rib change, a result of either scaling or spalling. The reliability of these change detection studies can be validated by the absence of change in structures that were not expected to change. The laser scanned limestone mine showed no movement in the mine roof and no movement across large areas of the ribs, suggesting that the triangulation meshes were properly oriented. The laser scanned coal mine showed very similar results, with the roof not indicating 110
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any movement, and undisturbed areas of the rib and floor also not moving. The roughness of the coal rib face did not appear to have a large impact on the ability to reconstruct rib features at large angles of incidence, as demonstrated in the field and laboratory. The photographed limestone mine also showed areas of rib that experienced clear and quantifiable displacement. Isolated spalling in a weak shale band was identified as well as widespread spalling of the limestone, which was verifiable through careful inspection of the photographs. Not every photograph set, however, was clearly resolved, and some likely showed anomalous movements. The anomalous movement was characterized by a widespread “inward” and “outward” movement of the surface, which could be geotechnically interpreted as pillar spalling and expansion. It was not considered geologically reasonable that the rib was spalling and expanding in the manner displayed, nor was there visual evidence of the change in the photographs. The anomalous readings could be traced to poor quality photographs or highly dynamic lighting conditions. The standing support modeled in a laboratory setting showed absolute convergence values that agreed with the instrumentation measurement. Error between the MRS convergence and the photogrammetric convergence was within 0.5 cm for both measurements. The scene was scaled using known feature lengths on the MRS rather than an outside scale, which may have contributed to scaling errors within the model. The standing supports modeled in a field setting also agreed with the measurement devices, although the exact deformation that occurred could not be determined, and the precision of the photogrammetry remained vague. Both the steel support and the wooden crib were difficult to model with the cap lamp light array. An increase in lighting as well as improved diffusion of the light would likely improve the quality of the photographs. Speed is a concern when performing any underground measurement because it controls how much data can be collected and if it can be collected without interfering with operations. Laser scanning and photogrammetry should be divided into two parts, data collection and data processing, when discussing the time required to deliver meaningful engineering measurements. The data collection period, neglecting travel through the mine, for these experiments was approximately 10-20 minutes, with a visit being defined as the monitoring of one specific area or object at one instance in time. Data processing takes significantly longer, and varies significantly based on the quantity and quality of data. Laser scanning data already has a meaningful scale and accurate reproduction, removing some of the computation time. The laser scanning data from 111
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these experiments, if processed again, would likely require 20-60 minutes to obtain rib movement information. Photogrammetry, including the time to reconstruct the scene, would require approximately 1-6 hours to process, depending on the number of photographs being used. Much of the time spent processing in photogrammetry is passive and does not require operator input. The time estimates made here are assuming familiarity with the photogrammetry and laser scanning process. The methods of monitoring mine displacements presented here have largely focused on rib spalling and roof-to-floor convergence as measured on standing supports. The application of photogrammetry and laser scanning is not limited to measuring these two conditions, but rather any visible mine movement is capable of being reconstructed. The spalling and roof-to-floor measurements were performed because they are most easily controlled and predicted, whereas floor heave or a full-entry deformation profile would be difficult to validate and predict in a permissible environment. These results do show quantifiable measurements of rib displacement as well as extensometer-validated marginal roof convergence, which serves as a foundation for exporting these techniques to monitoring more varied ground movements or collecting large quantities of information to establish a thorough ground response. 8.3 Conclusions Photogrammetry and laser scanning have been shown capable of reconstructing underground mine scenes with a high level of precision. Several mining and laboratory environments have been successfully reconstructed using these remote sensing techniques and monitored for displacement over time. The ability to capture the entire structure as it moves removes the ambiguity associated with local effects at the anchor points, found with traditional point measurement instrumentation. In addition, the data collection method allows for large areas of a mine to be measured quickly and non-intrusively. Monitoring large areas of a mine using point measurement instruments would require many different installations, and depending on the instrument installed, may disrupt operations. When determining the rock mass response, as is typically reflected on the ground response curve, detailed measurements of the rock displacement behavior in response to changing states of stress is critical. The discontinuous and anisotropic nature of rock makes site-specific 112
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characterization of rock behavior necessary for mine planning, and photogrammetry and laser scanning are two methods of characterizing that behavior in a precise, fast, and reliable manner. The underground coal mine photogrammetry and laboratory standing support photogrammetry showed that measurement accuracy within 0.5 cm could be achieved both quickly and cheaply, which is important when large amounts of data are required for an accurate quantification of rock mass response. The precision of laser scanning is usually provided by the manufacturer, and in these tests, has not appeared to be significantly affected by the underground mining environment. The precision of photogrammetric measurements are highly variable, changing with distance to the subject and the quality of images used. The underground environment presented numerous obstacles to this method, most notably lighting and a potentially limited selection of cameras available for use. Despite these obstacles, cameras using typical point-and-shoot specifications have been used to generate precise point clouds using the flash, and adequate point clouds using a wearable cap lamp light array. Rock mass behaviors that were previously difficult to capture, such as rib spalling, are easily captured and quantified using laser scanning and photogrammetry. Three different tests using these technologies showed rib displacements ranging from tens of cubic centimeters to several cubic meters. Just as proper installation of instrumentation is required to model rock mass behavior, so too should care be taken to obtain the highest quality photographs. It is unlikely that photogrammetry or laser scanning will match or exceed the theoretical precision of extensometers in practical use, however, the ability to gather data quickly and cheaply over a large area should provide an alternative to extensometers where sub-millimeter precision is not required. 8.4 Suggestions for Future Work This work shows the application of photogrammetry and laser scanning to monitoring movements in underground mines. The means of obtaining photos are significantly more varied than what has been presented here, and the movements observed in underground mines extend beyond roof-to-floor convergence. The methods of obtaining images and the applications of the technology are two areas that could see significant improvement in future research. 113
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Other means of image capture include the exploration of videogrammetry, specifically as it relates to helmet or vehicle-mounted cameras. The image sequences that were extracted from the video collected in this paper were marred by a combination of low resolution and motion blur, which may be mitigated by different cameras and video capture techniques. In addition to this, improving the lighting conditions during photography will improve results, but generating large amounts of light in heavily supported areas of underground coal mines may be difficult. Innovations in hand-held or worn lighting systems, may allow for individuals to reconstruct underground objects or structures with more precision. In addition to the rib spalling and convergence measurements taken, other mine behaviors may be measured using photogrammetry, including numerous modes of pillar failure, roof sag, or floor heave. Modeling these behaviors could have a large impact on mine planning, and the means by which these behaviors could be monitored is not fundamentally different from the way roof-to- floor convergence is monitored. Lastly, photogrammetry should be compared to traditional, trusted measurement techniques at every opportunity. As with many remote sensing techniques, demonstrating the reliability of a new monitoring method becomes more important as the path from data collection to visual or numerical output becomes more nebulous. Awareness of photogrammetry, and to a lesser degree laser scanning, is low, and repeated testing of this technology is necessary to improve operator comfort and trust in the monitoring method. 114
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Operator-mobile lighting is auxiliary lighting that either is held, worn, or moves with the camera as the camera moves. As the operator moves, so too will the light, causing a different lighting scenario for each photo. This method of lighting is less favorable, since it alters the visual features in each photograph, however, it is easier to implement. A method of using cap lamps as auxiliary lighting was presented in this research, although it leaves much room for improvement. Cap lamps are easily accessible at most underground mining operations and any means of allowing a person to use multiple at once may provide enough lighting to use photogrammetry. The cap lamps will need to be arranged in a manner that does not focus them all on one spot, and a means of diffusing the light will need to be employed. The last method of lighting is on-board flash lighting. Most camera flashes provide enough lighting to illuminate the narrow confines of an underground coal mine, but will not be sufficient for cavernous environments. An on-board flash is the simplest and cheapest method of underground illumination, and will likely suffice in most situations if the battery capable of sustaining repeated flash photography. Photography The method of taking photographs should be methodical instead of haphazard, not necessarily due to computational restrictions, but rather ensuring proper overlap in the scene is being achieved. Ideally, photographing an object should be performed in an object-panoramic manner, where the object is circled with photographs being taken at incremental arc lengths. If a scene is being photographed, such as an entry or room, the scene should still be photographed in a similar manner, where the camera changes position between photos. There is an inclination to take photos standing in a central point and rotating about that point without moving camera positions, which will likely result in a poor photogrammetric reconstruction. There is no rule for overlap required in the photos, and it will depend on the quality of photos being used in the reconstruction, but at least 75% overlap in photos has yielded the best results in these studies. This means that 75% of the subject visible in one photograph is also visible in the next photograph, accounting for any decreased visibility of an object due to viewing angle change. Be mindful, that the first and last photos, in an incrementally progressing set, will need to extend past the area of interest if a full object-panorama was not captured, as they will both 141
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contain areas that were not found in any other photo. Care should be exercised when taking the photos because a single blurry or insufficiently lit photo can cause a gap in overlap that causes the scene to lose connectivity. Until the camera operator is comfortable with judging the lighting and level of motion blur in a photograph, as it is taken, taking redundant pictures that increase the degree of overlap is advisable. In a low light environment, if possible, the camera should be set to maximize the light reaching the sensor. The method of doing this was not optimized in this research, as the camera did not allow for a significant degree of customization. An adjustment of the camera’s ISO was possible, and a high ISO setting was chosen to accommodate the low-light environment. This produced a very grainy image, and if possible, adjusting the camera shutter speed or aperture size may be preferable. These will both affect the depth of field and motion blur of the photographs, and will likely need to be developed on an application-specific and operator-specific basis. Photogrammetry often has the ability to use points in the background of the scene for reconstruction purposes, if they are present in multiple photographs. This results in a stark contrast between performing photogrammetry in well-lit environments and poorly-lit environments. In the case of a supported underground coal entry, the background objects may not be visible, resulting in fewer points available for matching. This is especially pronounced with thin supports when photographed near their middle, which can be exacerbated if the surface is reflective and the light source is not diffused. When photographing the top and bottom of thin supports, the roof and floor appear in the photographs and contain numerous visual features, but these are often nonexistent when photographing the middle of the support. The onboard camera flash was sufficient as a light source for the majority of underground coal mining photogrammetry performed. Photogrammetry in large, cavernous, dark environments will require an additional light source or the camera will have to be positioned very close to the area of interest. Due to this different light requirement, it is more likely that in a cavernous mining environment, a supplemental, stationary light source will be used, instead of a dynamic light source in an underground coal mine. The stationary light source will improve the photogrammetric reconstruction, and the overlap or redundant photos can be minimized. If using lighting to supplement the onboard camera flash, ensure that it is diffuse enough to not cause the focused light to obscure large portions of the scene. Cap lamps tend to create highly focused beams of light which obscure the region they are focused on and insufficiently light 142
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the surrounding regions. Cap lamps should either be turned off during photography or focused away from the scene as to not negatively affect the photos. If cap lamps are to be used as a light source, some means by which to diffuse them must be devised, and it is likely that several will be required to produce enough for photography. When using a stationary light source, the effect of shadows on features in the photos become more pronounced. This is especially pronounced when rounding corners using quasi- dynamic lighting, such as stationary auxiliary lighting that is moved when the subject becomes too far from the light source. In these situations, few photographs will be necessary to capture a side of an object, however, a larger number of photographs will be required when photographing the corner of the object. A large number of photographs ensures that similar features do exist in the photos and the photo set is not split into several smaller and distinct photo sets. Data Processing Photogrammetric reconstruction can be performed through a variety of different software packages. This discussion will only concern basic processes that are common to many of the low- cost options available and point cloud manipulation. All of these practices and issues will not necessarily apply to specific software options available. Not every photo taken needs to be included in the photogrammetric reconstruction process. Often, poor photos will only harm the reconstruction by either causing the camera to be improperly located, resulting in incorrect points being added to the scene, or causing the process to fail altogether. Identifying which photographs are harmful can usually be done beforehand, although removing bad photographs after they were processed, and then reconstructing the scene again is often possible. There is no universal value that quantifies motion blur, graininess, poor lighting, overexposure, etc. It will likely require trial and error to determine what a particular software package requires for image quality. Photogrammetry can be computationally intensive, depending on the number and resolution of photographs used in reconstruction. If the overlap in photos was high and the image quality was high, then redundant photographs may be removed to expedite the reconstruction process. Additionally, pieces of a scene can be reconstructed individually and later stitched together, in either the photogrammetry software or point cloud manipulation software. This can 143
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help to isolate a problem if the reconstruction is being performed multiple times due to poorly located camera locations or a failed reconstruction. After a successful reconstruction, the units associated with the coordinate system as well as the camera orientations are likely to be incorrect, and will require a coordinate system transformation. The transformation is usually performed by locating three or more points common to a reference coordinate system. If the reconstructions are not being used for surveying purposes, and can function on an arbitrary coordinate system, the most accurate point cloud should be used as the reference. There are typically numerous features in a scene that can be used for referencing without the need for external targets, although many software packages will automate the process if reference targets are used. The software will attempt to translate, rotate, and scale a scene to match selected points with the reference system, while minimizing tension, or distance error, between points. Including as many points as possible in the coordinate system transformation will reduce the impact of one poorly located point. Other than artificially included reference targets, the best visual features for referencing tend to be stark coloration differences on flat surfaces. Small, complicated geometries in a scene are often the most difficult to reconstruct, and choosing a reference point on them is both difficult to ensure the correct point was selected and it is more likely to have been poorly located. In an underground coal mine, discolorations on a roof bolt plate, impurities in wood, or scratches on a metal support often make the best features. 144
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DESIGN OF AN EXPERIMENTAL MINE SIMULATOR FOR THE DEVELOPMENT OF A PROCEDURE FOR UTILIZATION OF MULTIPLE TRACER GASES IN UNDERGROUND MINES John Robert Reid Bowling ABSTRACT An experimental mine simulator was constructed which will be used to conduct tracer gas experiments in the laboratory. The test apparatus simulates a mine in a tabular deposit and is modular and simple and can be easily rearranged to represent a variety of mine geometries. The apparatus is appropriate for the use of tracer gases by being both airtight and open-circuit (exhausting to the atmosphere) and by maintaining turbulent flow throughout the model, ensuring the tracer gas is fully dispersed. The model features ports for injection and sampling of tracer gases, which represent boreholes present in an actual mine. The model is designed, in part, for the practice of tracer gas release and sampling methods in the laboratory. Valves on the apparatus represent ventilation controls, such as stoppings or regulators, or changing resistances in a mine, such an increase in resistance due to a roof fall or a decrease in resistance due to stoppings being destroyed. The relative resistances of airways can be changed by changing the status of the valves to represent different states of the ventilation controls. The mine simulator should serve as a tool for identifying and investigating novel tracer gases, developing a procedure for performing ventilation surveys using multiple tracer gases, and eventually developing a method for remotely inferring ventilation changes using tracer gases.
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ACKNOWLEDGEMENTS I would first like to thank my advisor, Dr. Kray Luxbacher, for her patience and guidance throughout my graduate studies. I would also like to thank Dr. Saad Ragab and Dr. Erik Westman for their input and support. Second, I would like to thank Jim Waddell for the hours of help in construction in the laboratory and Robert Bratton for his technical guidance in selecting instrumentation. I would also like to thank the lovely and always helpful department administrative staff, Carol Trutt, Gwen Davis, and Kathryn Dew for signing forms and ordering all my parts and always greeting me with a smile. Additionally, I want to thank my fellow graduate students Charles Schlosser, Edmund Jong, Rosemary Patterson, and Guang Xu for their assistance in tasks related to the construction of the experimental apparatus. Finally, I would like to acknowledge the National Institute for Occupational Safety and Health (NIOSH), especially our program coordinator Dr. Gerrit Goodman, for providing the primary monetary support for this project. This publication was developed under Contract No. 200-2009-31933, awarded by the National Institute for Occupational Safety and Health (NIOSH). The findings and conclusions in this report are those of the authors and do not reflect the official policies of the Department of Health and Human Services; nor does mention of trade names, commercial practices, or organizations imply endorsement by the U.S. Government. All photographs were taken by the author, 2011. iii
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John R. R. Bowling Ch. 1 Introduction 1. INTRODUCTION With a continued demand for mined resources, underground mines continue to become more complex as a result of the increasing difficulty in extracting dwindling and ever less-accessible reserves. As the complexity of mine geometries increases, coupled with increasing concern over methane control and dilution in the wake of recent explosions, continually rising energy costs and the fairly recent introduction of stricter legislation limiting miners‟ exposure to pollutants such as diesel particulate matter (DPM), the demand for more complex and reliable mine ventilation is further increased. As mine ventilation networks become more complex, traditional methods of ventilation surveys become increasingly cumbersome or, in some cases, ineffective at solving ventilation problems. Chemical tracers have been used abundantly to describe fluid flows in both the natural and man-made environment. Some fields in which chemical tracers have been used successfully include hydrology, pollution dispersion, urban meteorology, industrial hygiene, building ventilation and mine ventilation. A tracer gas is a gas which can be diffused in relatively small proportions in a volume of air and which is detectable in trace amounts at another point or points downstream. Depending on the particular tracer gas used, the robustness of the experimental method, and the sensitivity and precision of the instruments, a tracer gas can be detected and quantified in concentrations ranging from parts-per-billion (ppb) to parts-per-trillion (ppt). The primary qualities of a useful tracer gas in a ventilation network are the ability to diffuse in the airstream (such that the fully diffused gas downstream represents the flow of the airstream), chemical stability, and the ability to be detected and quantified in low concentrations. These entail that the chemical is gaseous at the atmospheric conditions in the ventilation network, the tracer gas does not undergo any chemical changes or interact with other chemicals in the atmosphere and that the tracer gas is not naturally occurring (lest slight concentration changes be minor fluctuations of the natural concentration). For mine ventilation, other qualities determine the usefulness of a tracer 1
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John R. R. Bowling Ch. 1 Introduction gas. A successful tracer gas for mine ventilation should be relatively inexpensive, easily obtainable, not harmful to miners and not radioactive1. The concept of using tracer gases has been applied in mine ventilation surveys for over 60 years. Tracer gases have allowed for the solution of increasingly complex problems in mine ventilation, previously unsolvable via conventional ventilation survey methods. The only standard tracer gas used in ventilation surveys, sulfur hexafluoride (SF ), meets all the above criteria. SF has been used profusely in mine ventilation to 6 6 solve complex problems; however it has been demonstrated both in civil and mine ventilation that a method for using several tracer gases simultaneously can allow for far more complex surveys to be conducted in less time. In order for a tracer gas to be successful for use in a complex survey procedure with SF it must also be detectable 6 using the same method as SF , namely using a gas chromatograph (GC) with an electron 6 capture detector (ECD). The long-term goals of this research include identifying and investigating novel tracer gases, developing a procedure for performing ventilation surveys using multiple tracer gases, and describing a post-disaster mine response based in part on the multiple tracer gas method. The candidate gases identified will be evaluated based on chemical properties which are favorable to performance as tracer gases in mine ventilation surveys. In contribution to that research effort, a laboratory-scale mine simulator was constructed which is to be used as an experimental apparatus for tests performed with tracer gases. Simplified tracer gas ventilation surveys will be conducted in the apparatus, which will allow for the evaluation of the gases both as tracers (the ability to detect them at trace concentrations) and their ability to be used in conjunction with one another in ventilation surveys (the ability to separate the gases from one another and from air and other common mine gases). The location of a test apparatus near the GC in the laboratory 1 Radioactive tracers have been used previously in both building and mine ventilation and can be detectable at much lower concentrations. The researchers in this study decided to preclude radioactive tracers on the basis that the increased training, handling and storage requirements make nonradioactive chemical tracers more desirable for practical application mine ventilation. Additionally, the test methods for “conventional” chemical tracers are more thoroughly developed and accepted in the mining industry. 2
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John R. R. Bowling Ch. 2 Literature Review 2. LITERATURE REVIEW 2.1. TRACER GASES Gaseous chemical tracers have been used in many disciplines to better understand fluid flow. Examples of applications of chemical tracers in fluids, both liquid and gaseous, are plentiful in science and engineering. As the application of chemical tracers is a mature field, focus will be placed primarily on the use of gaseous tracer as applied to ventilation studies. 2.1.1. PROPERTIES OF TRACER GASES In order for tracer gases to be useful, they must have suitable chemical and physical properties for use as chemical tracers. A gas which is useful as a chemical tracer should be  detectable at low concentrations  safe  acceptable to miners (not radioactive)  odorless  chemically and thermally stable  not naturally occurring in the environment  able to diffuse into mine air  easy to handle and store, and  relatively inexpensive [1,2]. Some of these criteria define chemical properties of tracer gases, such as the ability to be detectable at low concentrations, generally via gas chromatography (GC) [3,4]. Other criteria define physical properties of the gases like the ability to diffuse into mine air, which is related to the molecular weight or, for volatile organic vapors, their partial pressure in air at mine conditions. Some of these properties are more complicated functions of chemical properties, like the cost or the ease of handling and storage. Tracer gas surveys often view parts of the ventilation system as a “black box” in which chemical tracer input and output are measured to determine information about the 4
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John R. R. Bowling Ch. 2 Literature Review volumetric flow rates, splits, and recirculation within the system. In order for tracer gas concentrations to be reflective of air flows, the gas must be shown to fully disperse in the mine air to achieve a uniform concentration throughout the air volume. The gas must also transport through the ventilation system without being chemically changed or becoming trapped in the system. The gas must remain chemically stable at mine atmospheric conditions and not significantly react with nor adsorb onto any materials in the mine. The process dominating gas-solid surficial interaction is adsorption. Adsorption is a process by which gas (or vapor/liquid) molecules adhere to a solid surface without chemically combining with the solid [5-7]. Adsorption is observed to take place between every known chemical species of gas and any solid surface at some temperature and pressure conditions [7]. Adsorption can be divided into two main types, depending on the process by which the gas molecules are adhering to the surface. The process resulting in the weakest bonds is physical adsorption or physisorption, in which the adsorption is also reversible (via a process called desorption) [5]. The process resulting in an irreversible (via physical processes) process, in which the gas molecules combine physically with the solid surface, is called chemical adsorption or chemisorption [5,6]. In chemisorption, there is initially an electron exchange between the gas molecule and solid surface which precedes the chemical reaction [5]. Chemically stable tracer compounds interact with mine surfaces through physical adsorption, since they should not react chemically with any substances in the mine. 2.1.2. SULFUR HEXAFLUORIDE AS A TRACER GAS IN THE MINING INDUSTRY Prior to its application in the mining industry, SF was previously used as a tracer 6 gas in environmental and meteorological studies using the tracer to study the dispersion of airborne pollutants [8-10]. Tracer gases were also used in the heating, ventilation and air conditioning (HVAC) industry to measure the ventilation efficiency of large buildings [11,12]. It was previously shown by Lester and Greenberg that SF was nontoxic, an 6 important property of a chemical tracer [13]. The case for SF as a tracer gas was also 6 5
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John R. R. Bowling Ch. 2 Literature Review built when two studies demonstrated that SF could be detected at concentrations as low 6 as 10-5 ppm using GC with an electron capture detector (ECD) [3,4]. Tracer gases were first applied in the mining industry in 1958 when nitrous oxide was used as a tracer to determine airflow in headings [14]. The first use of SF as a tracer 6 gas by the mining industry occurred in 1972, when SF was introduced into Appalachian 6 oil and gas wells prior to the halting of oil production and subsequent mining through the wells [15]. SF was injected into the production wells prior to them being plugged and 6 during the period through which the wells were being mined, gas samples were taken from the mine exhaust air and analyzed for SF as an indicator of leakage from the wells. 6 The first application of SF as a tracer gas mine ventilation aid occurred in 1974 6 when the U.S. Bureau of Mines reported on studies performed using SF [1]. Thimons et 6 al. cite several studies performed in three mines in which the tracer gas method was applied successfully using SF : in a coal mine, an underground limestone mine and a 6 western vein-type metal mine. Two additional reports followed that year from the Bureau of Mines, adding to the already broad scope of proven and potential applications of SF in mine ventilation analysis. In one report, Thimons and Kissell described the use 6 of SF in quantifying recirculation, checking for air leakage, tracing lost air, and 6 measuring the transit time of air through a mine [2]. In another report, Kissell and Bielicki demonstrated that SF could be used in a model mine to quantify the ventilation 6 air held up in eddies at the working face [16]. Findings from these Bureau of Mines studies effectively laid the groundwork for the application of tracer gases in mine ventilation, increasingly referred to in literature as the “tracer gas method.” These studies also demonstrated the appropriateness of SF as a tracer gas by showing that when fully 6 diffused, it follows the path of the airstream and that SF does not adsorb to coal or 6 sandstone surfaces nor is it removed from ventilation air by mine air cooling plants. They established standard release and sampling procedures, described the analysis of the gas concentrations using solid-gas chromatography and documented useful equations. 6
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John R. R. Bowling Ch. 2 Literature Review In 1975 Kissell and Bielicki used SF as a tracer gas in a full-scale laboratory 6 experiment to demonstrate the recirculation in a coal mine working face due to dust scrubbers on continuous miners [17]. The study showed that though dust scrubbers did cause some recirculation of air, it was not a major contributing factor to the buildup of methane at the working face. The following year, Vinson and Kissell reported on three ventilation studies conducted by the Bureau of Mines using SF as a tracer gas [18]. 6 These three studies used SF to investigate air leakage in a sealed area, the ventilation 6 efficiency of a bleeder system, and leakage across stoppings in parallel intake airways. Following the analysis of the results of the individual studies, Vinson and Kissell concluded that the application of SF should be considered to help “solve ventilation 6 problems that do not respond to conventional methods of ventilation analysis.” Matta, Maksimovic, and Kissell used SF in a tracer decay test as a new method 6 for quantifying leakages through permanent stoppings [19]. Using the tracer gas method, leakages through stoppings as low as 15 cfm could be measured, whereas using the Bureau of Mines‟ previously established window brattice method, the maximum measureable leakage rate was approximately 300 cfm [20]. Another application for the tracer gas method was established in the evaluation of the ventilation efficiency of auxiliary ventilation [21]. The role of SF as a tracer gas in the mining industry was solidified by 6 applications in several areas, as documented by a summary of Bureau of Mines studies [22]. SF was used in coal mining to determine face ventilation efficiency [23], evaluate 6 gob ventilation in three coal mines [24], investigate the effectiveness of a new continuous miner ventilation system for very deep cuts [25] and to determine the integrity of escapeways during a fire [26]. SF was applied in a silica mill to evaluate the 6 effectiveness of silica-bagging machine exhaust hood enclosures [27]. SF saw use in 6 uranium mines in evaluating the ventilation of an in-stope uranium flood leaching operation [28]. Finally, SF was used in a large-opening oil-shale pilot mine to determine 6 and compare the ventilation efficiencies of alternative auxiliary ventilation methods and to evaluate the effects of blast pressures on large stoppings [29-31]. 7
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John R. R. Bowling Ch. 2 Literature Review 2.1.3. MULTIPLE TRACER GASES FOR MORE COMPLEX VENTILATION PROBLEMS The selection of cited studies prior serves to prove that the tracer gas technique is a useful tool in solving complex ventilation problems. Airflows in complex networks are often difficult to trace and/or quantify; both of these problems can be solved by the use of tracer gases. Further research in both HVAC and mine ventilation has demonstrated that surveys of significantly complex ventilation networks can benefit from the use of multiple tracer gases simultaneously. A considerable amount of work has been done in the field of HVAC using multiple tracer gases to characterize airflow. In 1973 Foord and Lidwell used multiple tracer gases to describe the complex airflows in large nonresidential buildings such as hospitals [12]. Fisk et al. used SF along with five other halocarbons in a system to 6 describe the overall airflow pattern in a large building [32]. The system described by Fisk et al. featured six independent automated gas release devices and independent automated gas samplers which capture a volume of air at a regular interval (15 minutes in their study). Lagus et al. used multiple tracer gases in a study of the ventilation at a nuclear power facility in Arizona [33]. Lagus et al. applied SF along with 6 bromotrifluoromethane (CBrF ) and perfluorodimethlcyclohexane (PDCH). In a later 3 series of articles, also compiled into a more in-depth publication, Grot and Lagus review the various tracer gas procedures for use in industrial hygiene, including a lists of equipment and a list of electronegative halocarbons which make effective tracer gases [34-38]. After developing their own sampling and release systems for SF , Kennedy et al. 6 at the Cape Breton Coal Research Laboratory (CBCRL) recognized a need for multiple tracer gases for complex ventilation surveys. Kennedy et al. conducted a series of experiments with SF , Freon-12 (CCl F ) and Freon-13B1 (CBr F), all of which are 6 2 2 3 detectable using a gas chromatograph with ECD and all of which are of similar molecular weight [39,40]. Kennedy et al. used a GC with two columns for their chromatography, in which the SF and Freon-13B1 were split from the Freon-12 and sent into separate 6 columns within the same GC oven [41]. Kennedy et al. described potential problems 8
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John R. R. Bowling Ch. 2 Literature Review with Freon-12 including sample loss due to adsorption in the syringe and analysis interference possibly caused by a hydrocarbon propellant in spray paint underground [39]. Both Fisk et al. and Lagus et al. encountered problems using some halocarbons as tracer gases since many halocarbons are commonly-used refrigerants or other products and may be present in the gaseous background [32,33]. Kennedy et al. also described difficulty with the use of some Freons, as some possibly existed in the mine air background [39]. Both Kennedy et al. and Lagus et al. examined the use of Freons as tracer gases and both were able to successfully use Freon-13B1 (bromotrifluoromethane/CBrF ) as a tracer gas alongside SF , although Kennedy chose to 3 6 analyze the Freon on a separate column from SF [33,39]. 6 Following the initial 1987 studies using multiple tracer gases conducted by the Cape Breton Coal Research Laboratory, there have been no major developments in mining regarding the use of multiple tracer gases. Klinowski and Kennedy of the CBCRL reiterated the efficiency gained by using multiple tracer gases in a single survey in a summary of tracer gas techniques [42]. Numerous studies in mine ventilation applying the tracer gas technique used only SF , including applications in dust control in 6 mineral processing [43,44], auxiliary ventilation [45], controlled recirculation [46,47], face ventilation in continuous mining [48-51], gob ventilation [52-55], testing leakage across stoppings [56], turbulence and diffusion modeling [57], narrow-vein shrinkage stope ventilation [58]. One study used only helium as a tracer gas to investigate overburden fracturing above longwall gobs [59]. Though their usefulness was well- demonstrated and they have seen considerable use in other areas such as building ventilation, it is far from common practice to simultaneously use multiple tracer gases in mine ventilation studies. 9
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John R. R. Bowling Ch. 2 Literature Review 2.2. FLUID DYNAMICS A mine ventilation network is a complex system of fluid (ventilation air) in motion, though it can be compared to – and often significantly simplified as – a pipe or duct network. Individual airways (branches) can be described using the Bernoulli energy equation and the Atkinson equation, while the whole network can be represented as a network of resistances and solved via application of Kirchhoff‟s laws [60,61]. As with any physical system, the physical laws governing the system offer a means of qualitative solution of the system variables. Table 2-1 lists common variables used in mine ventilation along with their units [60]. TABLE 2-1: SELECTED VARIABLES USED IN MINE VENTILATION Physical Quantity Variable English Units SI Units Pressure psi (lb/in2) (k)Pa Pressure head* (Head loss) in. w.g. mm w.g. Velocity fpm (ft/min) m/s Quantity (volumetric flow rate) cfm (ft3/min) m3/s Length, Diameter, Perimeter ft m (Cross-sectional) Area ft2 m2 Density lb /ft3 kg/m3 m Specific weight** lb/ft3 N/m3 Acceleration of gravity ft/sec2 m/s2 Atkinson friction factor lb∙min2/ft4 kg/m4 *Pressure head is often used in place of pressure, or interchangeably. **Specific weight is more common than density in the English unit system. 2.2.1. IMPORTANT RELATIONSHIPS IN MINE VENTILATION Through the application of fluid dynamics equations, a number of important physical and thermodynamic relationships have been adopted for use in mine ventilation. Each of these equations is derived from the governing equations of fluid mechanics: the continuity equation, the conservation of momentum, and the conservation of energy. 10
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John R. R. Bowling Ch. 2 Literature Review Generally, flows for which can be described as moving in sheets (laminae), so the flow regime is considered laminar [60,61,64]. Flows for which behave irregularly and exhibit a great deal of mixing; this flow regime is described as turbulent. Flows between these two regimes, for which , exhibit elements of both laminar and turbulent flow (partially developed turbulence, limited eddies); this third flow regime is appropriately referred to as transitional, as the flow appears to be in transition from laminar to turbulent. When a fluid flows past a solid surface, some of the fluid is slowed by friction with the surface in an effect called friction drag [64]. Since some of the fluid has slowed, the adjacent fluid experiences a shear stress, the magnitude of which increases with the viscosity of the fluid (a property of the fluid determining the resistance to shear stress) [64]. This shear stress has the effect of slowing an even thicker layer of fluid, and thus the boundary layer develops. The boundary layer is the layer of fluid in which viscous forces have an effect on fluid flow [64]. When a fluid flows within a conduit, a velocity profile taken across the diameter of the conduit reveals a parabolic velocity distribution, with the highest translational fluid velocity (velocity in flow direction) in the center of the conduit and lower velocities near the walls of the conduit. This velocity gradient near the walls is a result of the viscous boundary layer. Conduit flow (also channel flow, pipe flow) is the condition in which the boundary layer encompasses the conduit radius. The parabolic velocity profile generally remains the same throughout a conduit, except near the inlet and where the flow is affected by other changes to the conduit such as contractions or expansions, bends, valves, splits, etc. [64]. When a fluid enters a conduit, it does not immediately demonstrate the velocity profile defining conduit flow. The region through which fluid travels immediately following the entrance is called the entrance region, during which the viscous boundary layer progressively thickens until it encompasses the conduit radius [64]. The distance in a conduit before which the conduit flow velocity profile is fully-developed is referred to as the entrance length, [64]. Reynolds noted that the entrance length is a function of conduit diameter and estimated that turbulent flow, as estimated by the development of 13
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John R. R. Bowling Ch. 2 Literature Review eddies in a dye stream injected into the conduit, developed approximately 30 diameters into a conduit [61-63]. Lien et al, in a recent study of estimates for entrance length, found literature estimating entrance lengths ranging widely between less than 30 to greater than 200 and recommends conservatively assuming an entrance length of 150 diameters [65]. The entrance length for a conduit in which flow is turbulent, as defined by the Reynolds number, is much shorter than for a conduit in which flow is laminar. Young et al. present the following equation for the entrance length for turbulent flow as a function of Re and conduit diameter [64] ( ) ⁄ Eq. (2.11) where is entrance length, in ft (m) is conduit (hydraulic) diameter, in ft (m) is Reynolds number, dimensionless. 2.2.3. VELOCITY/QUANTITY MEASUREMENT USING PITOT-STATIC TUBES Several options are available for anemometry, including plate orifices, vane anemometers, Pitot-static tubes, hot-wire anemometers, laser-Doppler systems, and ultrasonic anemometers. A Pitot tube is a metal tube whose open end (usually rounded to be more aerodynamic) is parallel to the flow direction and whose other end is connected to a pressure-measuring device such as a manometer or electronic pressure transducer. A Pitot tube is usually bent at 90° to protrude into an airstream or duct from within a housing or outside the duct. A Pitot-static tube, also called a Prandtl tube, consists of two concentric tubes, one of which measures the stagnation (total) pressure from the sensing tip, and the other of which measures the static pressure of the moving fluid through static pressure taps (holes exposed perpendicular to the flow) behind the sensing end. A diagram of a Pitot-static tube is displayed as Figure 2.1 [66]. A Pitot-static tube is generally more useful than a Pitot tube since the difference between total and static pressure, velocity head, can be measured with one instrument. Although technically incorrect, the term Pitot tube is often used to describe the more common Pitot-static tube. 14
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John R. R. Bowling Ch. 2 Literature Review 2.3. SCALE MODELS Scale modeling has proven useful in numerous fields of science, engineering, and design to make predictions about a structure or system. Architects use scale models to design buildings, including the reflection and diffusion of light from various surfaces. Naval architects have long used water basins to study the performance characteristics of watercraft. Similarly, wind tunnels are used extensively to study the performance of automobiles and all manner of air- and spacecraft. Hydrology, geophysics and meteorology are also fields which have benefitted greatly from the application of scale models. Nearly every engineering discipline concerned with physical systems has made extensive use of scale models for studying very large or very small structures or systems [64,67]. Scale models are “experimental models structured to mirror the true physical behavior of an original phenomenon, or a prototype” [67]. The system represented by the model is called the prototype. The model is usually much smaller than the prototype so as to be easier to handle, be more easily accessible or controllable, cost less to build and operate, use fewer materials, and/or be generally simpler to understand [64,67]. With the rapid increase of the computational abilities and availability of computers, numerical models are increasingly reinforcing and replacing physical scale models [68]. Better understanding of physical phenomena and the development of novel numerical methods for the solution of systems of partial differential equations (PDEs) have contributed to the development of increasingly robust numerical models of physical problems. A very successful numerical model for the analysis of dynamic fluid systems is Computational Fluid Dynamics (CFD). Over the past few decades, CFD simulation has become much cheaper while wind tunnel testing has become more expensive, making CFD increasingly instrumental in the field of fluid dynamics [68]. Although numerical modeling tools such as CFD have made great advances over the past few decades, they still have not entirely replaced physical experimentation. CFD, as with all numerical solution methods, has its inherent drawbacks. A CFD simulation is only as accurate as the information used to create the model. Complex 16
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John R. R. Bowling Ch. 2 Literature Review behavior such as eddies and chemically reactive flows rely heavily on submodels based on generalized assumptions [68]. Physical scale models are still necessary to provide the proper input, especially boundary conditions, into numerical models. A CFD model can achieve a high degree of precision, but with inaccurate input data may be unrepresentative of the actual physical system. 2.3.1. MODELING THEORY: SIMILITUDE When creating scale models of systems containing fluid flow, it is important to be certain that the measurements made on the model system represent behavior of the prototype system; to achieve this goal, the concept of similitude is applied [64]. Most relevant forces in a system of dynamic fluids often do not scale linearly with length, making the responsible use of any scale model difficult without attention not only to geometric similarity (length ratios), but also to kinematic similarity (velocity and acceleration ratios) and kinetic similarity (force/moment ratios) [64,67,69]. In model theory, the Buckingham pi theorem is applied in order to maintain similitude between the model and prototype. Pi theorem involves applying dimensional analysis to derive unique dimensionless groups (ratios) of variables which are used to maintain similarity between the model and prototype, referred to as pi terms. Pi terms are constructed from variables which determine the system behavior (e.g., pressure, velocity, length, viscosity and density) and from the physical laws relating them (e.g. velocity = length/time, pressure = force/area, kinetic energy = ½ × mass × velocity2) [67,69]. Many useful pi terms in fluid dynamics are force ratios such as those shown in Table 2-2 [64]. 17
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John R. R. Bowling Ch. 2 Literature Review TABLE 2-2: SOME COMMON DIMENSIONLESS GROUPS IN FLUID MECHANICS Dimensionless Interpretation (Index of Group Name Force Ratio Indicated) Types of Applications Reynolds Generally of importance in all types number, Re of fluid dynamics problems Froude number, Flow with a free surface √ Fr Euler number, Problems in which pressure or Eu pressure differences are of interest Mach number, Flows in which the compressibility Ma of the fluid is important Variables: Acceleration of gravity, ; Characteristic length, ; Density, ; Pressure, ; Speed of sound, ; Velocity, ; Viscosity, Models which maintain similitude (geometric, kinematic and kinetic similarity) by having all pi terms equal between model and prototype (i.e., , , etc.) are referred to as true models [64]. Models which do not meet all the similarity requirements (e.g., , ) are referred to as distorted models. Often in order to maintain similitude between the model and prototype, the working fluid (specifically, the density and viscosity of the working fluid) must be changed in the model, e.g. by representing air in the prototype system with water in the model. Distorted models, while if applied improperly can yield misleading information about the behavior of the prototype, are often necessary. Such cases could arise when maintaining perfect similitude is impossible or impractical, such as when a fluid with the required viscosity or density is unreasonable to use or nonexistent. In such cases where a distorted model is used, care must be taken in extrapolating model behavior to make assumptions about the prototype. 2.3.2. LOW-SPEED WIND TUNNEL DESIGN Experiments performed with scale models require a testing environment in which the fluid flow can be controlled and the performance of the model can be tested. In fields requiring the use of aerodynamics such as aeronautics and automobile design, the working fluid is usually standard air and the apparatus to perform experiments with 18
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John R. R. Bowling Ch. 2 Literature Review moving air is called a wind tunnel. All modern wind tunnels share four common features: an area for experimentation in which the flow parameters can be sufficiently controlled called the test section or working section, an effuser prior to the test section, a diffuser after the test section, and a source for air motion (often a fan) [70,71]. The effuser is usually a contraction which serves to increase the air velocity and usually contains screens to condition the flow (for more uniform flow). The diffuser serves to efficiently convert velocity energy back into pressure energy to minimize the power required to move the air [71]. Wind tunnels can be of drastically varying sizes, simulate various conditions and have a variety of geometries. Wind tunnels can be classified based on their recirculation of air, test section configuration, and operating speed ranges. Wind tunnels have one of two configurations; they can be either open-circuit of closed-circuit [70]. Open-circuit wind tunnels generally intake air from and exhaust air into the atmosphere; the air is not recirculated. In closed-circuit wind tunnels, the air path makes a closed loop in which air leaving the test section passes again through the fan and enters the test section again; air within a closed-circuit wind tunnel is not exchanged with the atmosphere [70]. The test section configuration is defined by how many solid boundaries enclose the test section; generally they can be described as closed, open, or partially enclosed (such as by one or more slotted walls) [70]. Wind tunnels are also generally defined by the operating speed range: low-speed (generally less than 300 mph) or subsonic (less than the speed of sound, Mach 1), transonic (operating range crosses Mach 1), supersonic (above Mach 1), and hypersonic (higher Mach numbers and often high altitude conditions) [70,71]. When designing wind tunnels, scaling parameters which apply to models apply also to the flow maintained within the tunnel. Airflow velocity (Mach number) and Reynolds number are the two most critical parameters for wind tunnel design [70]. Another key design metric for wind tunnels is flow quality, a term used to describe uniformity within the flow over the test section. Flow quality can be maintained through the use of a number of engineered features of the wind tunnel. Vanes are used in corners to reduce flow separation following the curve [64,70,71]. Screens, often honeycomb- 19
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John R. R. Bowling Ch. 2 Literature Review shaped or similar, are used to reduce eddies and overall vorticity (swirling) in the flow prior to the test section [70,71]. 2.3.3. SCALE MODELS IN MINE VENTILATION Mines are very complex and irregular systems, so scale models must be applied with relative caution to mines as opposed to aircraft or automobile design. Unlike the geometry of an aircraft or production automobile, the geometry of a mine airway is less regular and much less repeatable; no two shafts are bound to have the same dimensions and features and no set of mine entries, excavated via blasting or via continuous mining from natural ground, can ever be accurately considered identical. In this sense for the purpose of modeling airflow, a scale model of an entire mine ventilation network could never be considered as accurate as, for example, a scale model of the Space Shuttle. With these irregularities in mind, scale models are applied in mining in a much more general sense than they would be in aeronautical or naval engineering. Scale models have been employed by mine ventilation engineers to analyze relatively specific systems common to mine ventilation networks, such as shafts and working headings [72-83]. Scale models have been used by mine engineers to study shaft resistances, face ventilation, auxiliary ventilation, and gob ventilation. One early study applying scale models in mine ventilation focused on shaft resistances. Gregory noted that shafts are often made to perform the roles of both ingress/egress and production and simultaneously used as part of the ventilation system [72]. Gregory held that poor aerodynamic design represented significant annual cost in the form of ventilation power requirements. He used a smoke tunnel to study the aerodynamic drag on various shapes of individual buntons (horizontal shaft dividers). Gregory also created a 20-ft long 1:12 scale model of a representative section of shaft to measure the resistance resulting from various bunton configurations. Gregory also stated that given the range of Reynolds numbers over which the wind tunnel operated (from 0.3×106 to 1.0×106) and given that the maximum flow speed was 80 ft/sec, the requirement of dynamic similarity did not apply to the model 20
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John R. R. Bowling Ch. 2 Literature Review since the pressure loss coefficient for which was tested is independent of Reynolds number. Stein et al. with the Bureau of Mines used a 1:10 scale model of an auger-type continuous miner in a low coal seam to qualitatively investigate the effects of auxiliary ventilation on dust dispersion near the mining face [74]. Breslin and Strazisar with the Bureau of Mines performed a series of studies using scaled models of mining machines in coal mines [73]. These studies used 1:5 scale models of a drum-type continuous miner and a double-drum longwall shearer and a 1:6 scale model of a twin-borer-type mining machine and made use of methane as tracer gas to model the dispersion of dust around the mining machines. Gillies also used a scale model to investigate coal face ventilation in the laboratory [75,76], using colored smoke and bits of string to visualize airflow patterns in a 1:10 scale model of a working heading with a continuous miner. Gillies repeated the need for geometric and dynamic similarity but accepted a difference in the Reynolds number between the model and the prototype mine heading, stating that there was little difference in flow patterns between the model and the prototype. Tien similarly used a 1:10 scale model to study airflow in a continuous miner heading, this time while developing a crosscut [77]. One ½-hp fan was used to provide primary ventilation while another ½-hp fan was used to simulate the scrubber unit on the continuous miner. The model was fitted with a regular grid of holes through the rib, at several heights and distances from the working face, into which Pitot-static tubes could be inserted at various depths to yield a regular three-dimensional array of sample points throughout the model. Uchino and Inoue used both actual and reduced-scale models to study the airflow patterns resulting from forcing auxiliary ventilation in a coal mine entry [78]. The roughly 1:16 scale model used water as a working fluid and used laser light illumination to qualitatively visualize flow patterns in the heading. Konduri et al. also used both actual and reduced-scale models to study airflow resulting from jet fans for face ventilation [79-81]. Konduri et al. also used the Reynolds criterion for scaling and used 21
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus 3. DESIGN OF EXPERIMENTAL APPARATUS 3.1. DESIGN CRITERIA AND CONSTRAINTS Once candidate tracer gases have been identified, an experimental mine simulator will be useful for performing experiments to verify the function of the gases as tracers in a ventilation network. The experimental apparatus will be useful to simulate tracer gas surveys in a mine ventilation network. Such a model would allow for the injection and sampling of tracer gases as would be performed in an actual mine ventilation survey. The model would also allow for the measurement of air velocities at the points of injection and sampling, as such data would also be measured in an actual mine ventilation survey. Recalling Eqs. (2.12-14), atmospheric conditions (temperature, relative humidity and barometric pressure) provide a means for improving the accuracy of the velocity measurements using Pitot-static tubes. Additionally, these atmospheric conditions and air velocities will be valuable data for building a numerical model for application to actual mines, which is part of the overall project goal. Designing, preparing and performing experiments in underground mines requires a great deal of planning and, from Virginia Tech, a fair amount of travel, such that regular visits to an underground mine for simple tracer gas experiments would be exceedingly difficult, if not time-prohibitive. The ability to perform experiments in a local laboratory setting would be far more convenient for researchers investigating these new tracer gases. An experimental apparatus for laboratory-scale testing of multiple tracer gases was deemed necessary for both convenient access to a test area and controllable conditions for experiments. In addition to the convenience of a local laboratory in which experiments would be conducted, the conditions within a laboratory are more conducive to initial investigation of novel tracer gases. Controlled conditions would allow for more accurate quantification of concentrations emitted and sampled, more stable and directly controllable atmospheric conditions, and control or at least far better knowledge of potential contaminants within the atmosphere. Controlled conditions would allow experiments in the laboratory to be conducted with better accuracy and simpler procedures limiting the introduction of error from unknown sources. 23
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus The procedures involved in tracer gas analysis are complex and the accuracy and precision of any gas analysis results are highly dependent on the technique of the analysts. Prior to field trials, which, as previously stated, require a great deal of preparation, travel and cost, researchers should have developed the proper technique to confidently expect repeatable results from their analyses. Through the performance of many tests on the experimental apparatus, located in close proximity to the GCs, researchers can practice routine sampling and analysis and develop a consistent sampling/analysis methodology prior to conducting field trials. Several criteria for this tracer gas study preclude sole reliance on a CFD model. The first and most important reason for a physical model is for developing the technique of gas sampling and analysis. Recalling from the literature review, CFD has some shortcomings as a modeling tool. Boundary conditions should be well-understood prior to the creation of a model. CFD also has difficulties modeling turbulence, which is extremely important in the description of the dispersion of tracer gases. Furthermore, the diffusion and dispersion of tracer gases are controlled by the molecular weights and other properties of the gases. These properties may be ill-defined for gases which have not been used extensively as tracers and may be not be accurately reflected in the assumptions included in the CFD program. 3.1.1. EXPERIMENTAL GOALS Given the expectations of the laboratory experimental apparatus, a simple list of necessary criteria can be laid out for the apparatus. The experimental apparatus for tracer gas investigation should 1) simulate a mine in a tabular deposit, 2) allow for the injection and sampling of appropriate amounts of tracer gases, 3) simulate changes in ventilation (as after a mine disaster) by incorporating simple variable ventilation controls, and 24
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus 4) allow for the measurement and monitoring of air velocities (quantities) and atmospheric conditions (temperature, relative humidity and barometric pressure) within the apparatus. This list of criteria should be considered the goals of the apparatus; they represent the criteria which must be met in order for the apparatus to be considered a sufficient model mine for the purposes of tracer gas testing. 3.1.2. DESIGN CONSTRAINTS A number of constraints were placed on the design of this experimental apparatus. The apparatus should simulate a mine in a tabular deposit topologically and by maintaining fully-developed turbulent flow throughout the apparatus. The apparatus should have ports for the injection and sampling of tracer gases in the system. The ventilation system should feature an appropriately-sized fan and functioning ventilation controls. The ventilation system must also be airtight and open-circuit so that tracer gases can be exhausted from the laboratory atmosphere rather than building up within the laboratory gaseous background and obscuring concentration results. The design should also be able to simulate various mine topologies in order to perform experiments on a wide variety of mine layouts. In order to simulate many mine layouts, the experimental apparatus would need to be altered. To limit the amount of effort associated with altering the experimental apparatus, the apparatus should be modular in construction so that it can be changed quickly and with little reconstruction of permanent fixtures. 3.2. EVALUATION OF DESIGN ALTERNATIVES 3.2.1. ALTERNATIVE DESIGNS Given the four goals and additional constraints defined for the experimental apparatus, a number of alternative designs were evaluated based on their ability to meet those requirements. With focus on the geometry of a mine in a tabular deposit, various design geometries were considered. The geometries under consideration ranged from 25
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus completely dimensionally representative of the prototype mine (most geometrically similar to the prototype mine) to more loosely representative (less geometrically similar). The first design considered was an entirely flat grid which would be most representative of a mine in a tabular deposit. For this design, a flat plate of material such as Plexiglas would be used for the top and bottom of the deposit (the upper and lower bounds of the mine entries) and rectangular inserts would make up the walls. Entire sections of a mine could be modeled this way while maintaining geometric similarity to the prototype mine. The plates bounding the top and bottom of the model could be notched or grooved in a grid such that the walls could be easily inserted and removed. Holes could be drilled through the top bounding plate through which velocity measurements could be made and tracer gases could be injected or sampled. The flat grid design has a number of disadvantages, however. The flat design would necessarily require a large footprint, especially if constructed horizontally. The entire model could be used vertically near a wall or horizontally in an area near the ceiling. Even if the mining height in the model was 0.5 in., the expanse of a scale model representing an operating longwall mine would be at least several to tens of feet in each direction. These dimensions would preclude vertical orientation (as the ceiling height is less than ten feet) and horizontal orientation near the ceiling (where the largest footprint is available) would leave the model very inaccessible. Additionally, sealing the apparatus in a way which renders it airtight could be difficult, especially in separating the airways from one another. Though some leakage between parallel airways would be representative of an actual mine ventilation network, controlling internal leakages in the apparatus could prove very difficult. Such a model, though modular, would not be very simple. A simpler version of this full-scale model could be constructed in which the airways are based on a simpler network topology. A simplified model between two flat plates would have the same advantages as the larger scale model except for its good geometric similarity. A simpler model would use less material and could remain 26
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus modular, with its parts able to be moved fairly simply. Such a model would still be fairly difficult to seal, however, with many loose parts needing to line up precisely or sealed to be made airtight. Having to seal many dividers serving as walls would make the disassembly and reassembly of the apparatus take more difficult and require more time, but may be necessary to keep the model airtight. Furthermore, in a flat model, regardless of scale, ventilation controls would all be uniquely constructed and more difficult to seal and maintain. Placing variable ventilation controls such as a regulators or stoppings which can simulate damage will likely require making openings in one of the flat plates bounding the apparatus, rendering it harder still to seal. Ventilation controls for a flat model would need to be uniquely constructed and as such would be difficult to maintain. Relaxing the constraint of the apparatus being entirely planar allows for more options for the apparatus. If the vertical displacements are kept to a minimum (as they would have to be in a laboratory with vertical extent of less than ten feet), some extension into the vertical plane would allow sections of the airways to overlap one another, allowing for more airway length with a smaller footprint. Though this design could carry on a similar planar form with multiple levels, the planar concept could be discarded altogether while maintaining topological fidelity to a prototype mine. In this sense the geometric constraints could be relaxed until it could be represented by a network of discrete airways. Recall that mine ventilation networks are often, for the purpose of modeling and analysis, represented by a network of discrete airways. Such a network of discrete airways is frequently constructed in HVAC as a duct network. A duct network could represent a simplified mine geometry by being topologically identical while allowing for some geometric variation, particularly by relaxing the constraint that the model be entirely coplanar. Duct networks are easily rendered airtight and, depending upon the materials used, ventilation controls such as dampers or valves are ubiquitous for ducts of most sizes and shapes. This would mean that individual ventilation controls need not be uniquely fabricated and then made 27
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus airtight. Ducts are available in many materials and cross-sectional shapes and sizes. Ducts are easily integrated with fans and can be easily assembled and disassembled. The disadvantage of using a standard home or commercial duct system is that the ducts have a relatively large cross-section (101~102 in.2). Creating a network from typical home ventilation ducting with multiple branches that is long enough to represent a mine ventilation system could require a significantly large volume, even if tightly wound upon itself. Also most available duct material does not have the same cross-sectional shape as a coal mine entry: some ducts are rectangular, some are square and some are circular. Pipe could also be used instead of circular duct; pipe would have approximately the same advantages and disadvantages as ventilation duct but is available in a generally smaller cross-section. A summary of the design alternatives is provided in Table 3-1. The Planar, to scale option represents the most geometrically similar model to a working mine in a tabular deposit but in turn would be the most difficult to work with. The Simplified pipe network represents the design with the geometric similarities most relaxed but which is the simplest and easiest to work with and make airtight. Between those two options are design options representing two inner points on the spectrum, the Planar, simplified and Simplified duct network. Keeping in mind the overall goal of the apparatus serving in tracer gas experiments, the topological fidelity of the model to the prototype should take precedence over the geometric similarity. It is most important that the tracer profiles created in the apparatus be representative of those resulting from actual mine tracer gas surveys. Furthermore, the ability to be made airtight with relative ease is very important in the laboratory. Having tracer gases leak slowly from the apparatus will negatively affect all the tracer gas experiments conducted in the lab. Finally, the ability to potentially make use of off-the-shelf parts makes the Simplified duct network or Simplified pipe network options the most preferable. In choosing duct or pipe, the many options for materials should be evaluated. 28
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus TABLE 3-1: COMPARISON OF DESIGN ALTERNATIVES Model Type Advantages Disadvantages  Full mine to scale too large to fit in  Geometrically similar lab Planar,  Parallel airway leakages easily  Difficult to make airtight to scale included  Ventilation controls difficult to make  Modular and seal  Airway shape similar  Difficult to make airtight Planar,  Parallel airway leakages easily  Ventilation controls difficult to make simplified included and seal  Modular  Difficult to access  Modular parts/ventilation controls Simplified  Airway geometry not identical to available off-the-shelf duct mine geometry  Easy to make airtight network  Most duct too large  Simple to work with  Modular parts/ventilation controls Simplified  Airway geometry not identical to available off-the-shelf pipe mine geometry  Easy to make airtight network  Metal pipe could be most expensive  Simple to work with 3.2.2. MATERIALS SELECTION As mentioned along with the design alternatives, various materials were evaluated for their appropriateness for constructing the apparatus. Since a network of discrete airways was decided to be preferable to a modular flat grid, sections of duct or pipe would be appropriate materials. Duct and pipe are available in many different sizes (diameters) and cross-sectional shapes. The materials evaluated were galvanized steel duct, aluminum duct, Plexiglas, copper tubing, steel tubing, and PVC pipe. Given that the apparatus was designed to be disassembled and reassembled, the effort in achieving an airtight seal and the availability of connections or flow controls off-the-shelf were important factors. Cost of materials and components was also considered. Galvanized duct is available with either a rectangular or round cross-section, which could approximate the rectangular cross-section of a mine airway. The duct could also be reshaped to better represent mine airway dimensions, but would then be more difficult to maintain as airtight. The galvanized duct is simple to connect with other sections and tees and wyes are available off-the-shelf, so long as the duct is not reshaped. 29
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus Dampers manufactured for galvanized duct are available off-the-shelf but would need to be uniquely constructed if the duct was reshaped. Flow controls for home HVAC also tend to allow some leakage, so stoppings inside the apparatus may not meet the same resistance requirements as controls in a mine. Galvanized duct for home HVAC also tends, as previously mentioned, to have a relatively large cross-sectional area. This suggests that building a model with a length-to-diameter ratio approximately matching that of a mine would require a great deal of large-diameter duct, which would require a large volume of space to build. Aluminum duct would have approximately the same characteristics as galvanized steel duct. Though aluminum duct is available in most of the same dimensions as galvanized duct, it may be available in a slightly different array of possible shapes and sizes. Aluminum duct would be somewhat lighter and easier to work with, but likely a bit more expensive. Plexiglas or other acrylic materials are available in round and square tubes as well as sheets, from which tubes of any cross-section could be fabricated. Plexiglas and acrylic tubing could be easily cut to length and easily attached to other pieces and made airtight. Most connections and ventilation controls for a Plexiglas system would need to be uniquely fabricated, which detracts from the modularity of a design using Plexiglas components. Plexiglas is lightweight and easy to work with and offers the benefit of being transparent, which would make it easier to understand and explain the way the model works. PVC pipe is available in round and, to a limited extent, square cross-sections. PVC pipe is the most inexpensive material investigated and is easily available off-the- shelf. An extensive range of fittings for round pipe from reducers to wyes and tees and several various valves are also readily available off-the-shelf. PVC is also lightweight and very easy to assemble and to render airtight. PVC is very simple to cut to length though it is not very flexible. 30
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus Copper pipe is available in round cross-section with relatively smaller diameter. Copper pipe has fittings available off-the-shelf, including a wide variety of valves. Copper pipe is more difficult to work with than the other materials and requires either soldering or special fittings to create airtight connections. With the difficulty in making connections, copper pipe is not conducive to a modular design. Copper is also the most expensive of the materials and the simple no-solder connectors are very expensive. Steel tubing is available in round, square or rectangular cross-section in various diameters. Steel tubing is heavy and difficult to work with and also fairly expensive. Steel tubing is similar to the HVAC duct but is thicker and not made to be connected without welding or bolting together. Although some connectors may be available for steel tubing, their availability and cost depend highly on the dimensions used. Ventilation controls from ducts could be useful with steel tubing, but are less likely to fit exactly and more difficult to make airtight. A comparison of the attributes of various materials is included as Table 3-2. Copper pipe and steel tubing were eliminated based on cost and difficulty to work with. The ducts were eliminated based on the volume they were likely to occupy. Plexiglas would have proved more difficult fabricate, especially to fit with airtight ventilation controls. PVC pipe (2-in. diameter) was selected as the material from which the model would be constructed. There are many benefits to PVC pipe over other materials: PVC is considerably cheaper than aluminum or steel tubing, simple to handle due to its light weight, simple to cut to desired length and simple to connect via couplings, elbows and tees. A wide variety of valves, reducers and other fittings are available in local hardware and plumbing stores and are inexpensive enough to maintain a supply of fittings in the lab. PVC can withstand the relatively small pressures applied by the simple laboratory ventilation system and can easily be made airtight by applying sealant, caulk or duct tape. Sealed in such a way, PVC pipe is also simple to separate, clean, and reassemble for rearranging the geometry of the model. For these reasons, PVC makes an excellent material for the tracer gas test apparatus. 31
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus TABLE 3-2: COMPARISON OF MATERIAL ALTERNATIVES Cross- Difficulty in Material Section Cost Assembly Ventilation Controls Galvanized rectangular, some available, medium low steel duct round hard to make airtight Aluminum rectangular, some available, medium low duct round hard to make airtight square, Plexiglas/ must be uniquely fabricated, round, medium medium acrylic hard to make airtight (sheet) round, wide variety available off-the- PVC pipe low medium (square) shelf Copper wide variety available off-the- round high high pipe shelf round, Steel could use duct controls, square, high high tubing difficult to make fit/airtight rectangular Additional concerns arise for the materials selection to include appropriateness for use in the apparatus with tracer gases. Two material properties which affect how tracer gases behave in the apparatus are the surface roughness (ability to create and sustain highly turbulent flow) and the adsorption characteristics of the gas and material. The first property, surface roughness, represents only a minor hurdle in the design. The flow regime in the apparatus is affected by the roughness of the walls but also controlled by the Reynolds number. As was demonstrated in the discussion of similitude, turbulent flow is created and maintained throughout the apparatus. The second materials property, adsorption characteristics, is an interfacial property that is controlled by the physical and chemical properties of both the gas and the solid surface. Recall that initial results from early tracer gas experiments did not show any significant adsorption of SF onto mine surfaces [1]. Recall also, that adsorption is 6 always observed to occur between any gas-surface pair [7]. No significant measurement of adsorption of SF has been demonstrated in laboratory results, though there is some 6 anecdotal evidence that SF adsorbs onto PVC, glass and plastics including chemical 6 containers and syringes [10]. 32
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus 3.3. LOCATION AND ORIENTATION OF APPARATUS The space available for the construction of the apparatus, in the ventilation laboratory at the Mining and Minerals Engineering Laboratory on Plantation Road, provided some spatial constraints. While the size of the room is certainly large (19 ft × 48 ft), there is a roughly 4-ft-high, 4-ft-deep shelf along three sides of the room, leaving significantly less floor space in the center of the room for equipment and experiments. Figure 3.1 shows the floorplan of the ventilation lab from architectural drawings. In addition to the space at one end set aside as a classroom, the lab also contains two workbenches atop which the gas chromatographs (GC) and a PC rest, an area adjacent to the GCs for gas cylinder storage, two workbenches for experiments, a desk for manometers and tools, and four permanent wind tunnel experiments set up in the space, each with a fan (either centrifugal or axial-vane) with an electric motor and a length of duct. FIGURE 3.1. FLOORPLAN OF VENTILATION LABORATORY With limited remaining floor space in the laboratory, a vertical orientation was chosen for the apparatus layout in order to minimize the footprint of the apparatus. The resulting configuration appears as dual, vertical stacks of tubes, connected continuously and bolted to the frame of the large wind tunnel. The layout of the new tracer gas test apparatus with respect to the other existing wind tunnels is shown in Figure 3.2. The proximity of all the equipment in the laboratory equipment is apparent, as one wind 33
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus mine ventilation networks are most frequently modeled as networks of resistances rather than individual airways; rarely is very accurate modeling of individual airways of significant importance to the numerical solution of the entire network. Given the nature of mine ventilation surveys, in which air quantities are accounted for via a network balance, fidelity to the topology of a mine should be the primary priority of the criteria for accurate representation of a mine. The similitude requirements represent a secondary priority for assessing the validity of the model. The significance of the geometric and dynamic similarity requirements is primarily in demonstrating that similar flow conditions are present in the model as occur in an actual mine; those flow conditions are fully-developed highly turbulent conduit flow. For this reason and for the sake of thoroughness are similitude and entrance length considered conditions for valid representation of the mine by the model. 3.4.1. TOPOLOGICAL FIDELITY A typical longwall coal mine ventilation system was chosen as the basis for the first simple mine model. A simplified ventilation network with one active panel and one gob panel was selected for the model and the model was constructed from 2-in.-diameter PVC pipe. Figure 3.3 shows a layout of the mine used as a basis for the experimental model. Figure 3.4 is a schematic of the model as constructed in the laboratory. The figures are color-coded to highlight the topological similarity between the simplified mine geometry and the physical model. For the purpose of simplicity, only flow around the gob panel was modeled, rather than flow through the gob panel. Modeling flow through the gob panel would add a number of complications, including considering a porous medium which is representative of a longwall gob on the model scale and accounting for the significant pressure drop across such a medium and the potential adsorption of the tracer gases onto the porous medium. 35
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus Intake Stopping Regulator Regulator (Valve 1) (Valve 4) (Valve 2) Sample Point 4 Active Gob Panel Roof Fall (Valve 3) Rescue Borehole (Sample Point 2) Existing Explosion Borehole Damages (Sample (Valve 5) Point 3) FIGURE 3.3. SIMPLIFIED MINE GEOMETRY USED AS BASIS FOR MINE MODEL Front Sample/Injection Point 1 Inlet A B Valve 2: Regulator Sample/Injection Point 2 Valve 3: Roof Fall Back Sample/Injection Point 4 Valve 1: Stoppings in MainsA Valve 4: Regulator B Sample/Injection Point 3 Valve 5: Explosion Damages Fan Key -1 0 1 2 5 Airflow Direction Mains Active Panel Gob Area Exhaust SCALE (IN FEET) FIGURE 3.4. MINE MODEL SCHEMATIC WITH COLORS CORRESPONDING TO SIMPLIFIED MINE GEOMETRY It is important to recognize how the model and simplified mine geometry are topologically identical. Both feature parallel intake and exhaust entries (mains), which are connected via a normally close valve representing stoppings in the main entries. An actual coal mine which is mined via room and pillar mining has several parallel entries making up the mains, of which some are used for the transportation of intake (fresh) air and some are used for the transportation of return (exhaust) air. Those entries which conduct air of the same type in the same direction (either all of the intakes or all of the returns) are connected such that for the purpose of simplicity, they can be modeled 36
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus collectively as one branch in the network. There is a very small but usually realistically non-negligible leakage from the higher-pressure intakes to the lower-pressure returns, which underground takes place across hundreds of parallel stoppings separating the intake and return airways. Topologically, and again for simplicity, these are collectively represented by one branch of variable resistance (a valve). In the simplest case, this valve could be completely closed, though it could be slightly open to simulate the small leakage quantity across the stoppings. In the case simulating the destruction of some stoppings due to high air overpressure resulting from an explosion, the valve could be opened to simulate the loss of some stoppings. The resulting network topology, with a much-lower resistance connection effectively short-circuiting airflow between the main intakes and returns, is shown in Figure 3.5. Airflow Intake Stopping (opened) Exhaust Active Gob Panel FIGURE 3.5. MINE MODEL GEOMETRY AND AIRFLOW RESULTING FROM LOSS OF STOPPINGS ALONG MAINS Both the working panel and the gob panel are represented by independent loops which run parallel to the main intake/exhaust series. For each panel, the branch representing the panel is fitted with a regulator, as is the branch on the mains parallel to that panel. These resistances should be adjusted to achieve a representative quantity split such as would be present in an actual mine ventilation network. In a mine, the desired quantity split would be controlled similarly by adjusting the resistance of the working or gob panel split via regulators. The valves in these panels can also be changed to reflect the conditions resulting from a disaster, such as an increase in resistance in an airway 37
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus resulting from a roof fall. To represent such an increase in resistance, the valve on a particular airway need only be closed more significantly. Locations for injection and/or sampling of tracer gases were selected in the intake airway, in the exhaust airway, in the active mining panel and in the (entries around the) gob panel. The injection of tracer gas could take place within the intake entry or at the top of the intake shaft at an actual mine. Similarly, the sampling of air for tracer gases could take place within a return entry or at the exhaust shaft at an actual mine. Air sampling at the intake might take place for purposes of establishing a background concentration, but otherwise sampling at the intake or injecting into the return would serve no purpose for a tracer gas ventilation survey. Within the active mining and gob panels, gases would most likely be injected (but could, for some purposes, be sampled). The injection or sampling in the active panel would take place along or near the face under normal conditions or possibly through a rescue borehole following a disaster after which the mine personnel have been evacuated. Sampling or injection around the gob panel could take place within the entries exhausting the gob or via an existing gob gas monitoring borehole, if such boreholes exist at the particular mine. 3.4.2. SIMILITUDE IN THE APPARATUS Recognizing the importance of similitude in engineering models, similitude between the model and a typical longwall mine was studied. Recalling the pi terms for similarity, the geometric scale should be considered along with the Reynolds number. Examining a typical coal mine entry, assuming airway dimensions of 5 ft high by 20 ft wide, the area is given as ( ) ( ) Eq. (3.1) and the hydraulic diameter, from Eq. (2.10), is given as ( ) ( ) Eq. (3.2) . 38
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus An estimate of the length-to-diameter ( ⁄ ) ratio of an underground mine, with a total airway length of several miles, can be found as ( ) ( ) ( ) ( ) Eq. (3.3) ⁄ . The result of Eq. (3.3) shows that in order to successfully model an underground mine, the diameter ( ⁄ ) ratio of the models‟ airways should be very high, perhaps on the order of 103. Literature estimates Reynolds numbers in mine airways as generally exceeding 104 and stresses that fully turbulent airflow nearly always prevails in mine airways [60,61]. PVC pipe of 2-in. diameter was used in an exploratory model to investigate the viability of a centrifugal fan in the lab. Using 2-in. diameter pipe, in order to maintain an acceptable degree of similitude, the total length of pipe needed for the model can be calculated by ( )( ) ( )( ) Eq. (3.4) . This result shows that for a model using 2-in. diameter pipe, ~102 ft (hundreds of feet) of pipe can represent 105 ft (miles) of mine airway. Given that the model currently contains approximately 160 ft of pipe, the model is sufficiently geometrically similar to a mine airway a few miles in length. Examining the air velocities in the model, the Reynolds number of the flow can be calculated. Given that average velocities in the model were measured to be approximately 8 m/s (26 ft/sec), the Reynolds number can be found by applying Eq. (2.9) ( )( ⁄ ) Eq. (3.5) ( ) Using the dynamic similarity criterion 39
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus Eq. (3.6) it can be concluded that the model Reynolds number of is representative of the flow regime in a mine airway. Furthermore, given that , Eq. (3.7) the flow in the model airway can be considered within the fully-developed turbulent regime. Maintaining turbulent flow throughout the model is important to insure that tracer gases disperse fully in the airstream so that measured gas concentrations are representative of the whole airstream. It should be noted that the geometric similarity of airway cross-sectional dimensions ( ⁄ ) is not conserved in the model; the model airway is circular while the mine entry is rectangular in cross-section. In this sense, the model cannot be considered an entirely true model by definition. However, given that the ratio ( ⁄ ) is somewhat variable among mines with different mining heights and entry widths, this constraint should be considered far less important than the vital constraints of the ( ⁄ ) ratio and the Reynolds number. Based on similarity between these two values, the experimental model should be considered a nearly true model, distorted only in the cross-sectional geometric ratio. It is not the goal of this model to perfectly simulate mine airflow in any given section of the model or mine. It should be considered sufficient that the model topologically represents a realistic mine and that turbulent flow is maintained throughout the model because the primary interests are in the tracer profiles and ensuring mixing that is similar to mine conditions. A detailed CFD model of the apparatus was made to help predict tracer gas profiles under various ventilation control conditions. Initial experiments using tracer gases, along with the CFD model showing turbulent flow in the apparatus, demonstrated tracer concentrations which reflect complete diffusion of the tracer in the airway [84]. 40
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John R. R. Bowling Ch. 3 Design of Experimental Apparatus 3.4.3. ENTRANCE LENGTH Given that turbulent flow is necessary for the complete dispersion of tracer gases, it is worth estimating the length of duct required before fully-developed duct flow dominates. Recalling Eq. (2.11), the entrance length required for conduit flow to fully develop can be estimated by ( ) ⁄ ( ) ⁄ . Eq. (3.8) Although Eq. (3.8) estimates an entrance length of 126 diameters, recall that Lien, et al. recommend a conservative estimate of 130-150 diameters for the development of fully- turbulent flow [65]. Conservatively, turbulent flow can be assumed to be fully-developed at a distance from the inlet of ( ⁄ ) . Eq. (3.9) ( ) Given that the inlet section is just over 20 ft long and followed by a section of turns, it can therefore be assumed that so long as the velocity is such that turbulent flow is maintained ( ), fully-turbulent flow dominates throughout the rest of the apparatus. 41
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John R. R. Bowling Ch. 4 Construction and Instrumentation 4. CONSTRUCTION AND INSTRUMENTATION 4.1. CONSTRUCTION Recalling the design constraints and the four criteria comprising the experimental goals, the apparatus was constructed such that it sufficiently satisfied the experimental goals while maintaining the ability to be rearranged with relative ease. The ideal constraints of maintaining simplicity and modularity were respected throughout the construction. For the sake of simplicity, the fewest materials should be used to create the simplest reasonable configuration. By keeping the apparatus modular, the fewest materials should be wasted (via cutting, etc.) in order to disassemble the apparatus and reassemble it in another configuration representing another mine geometry. The connections should also be as simple as reasonably possible and require the least amount of preparation to be constructed and later disassembled and reassembled. 4.1.1. STRUCTURE OF PIPE NETWORK To meet the requirements for modular design and simple rearrangement, the sections of pipe representing various airways should be mounted to a frame which allows for both the easy removal and the secure mounting of the pipes sections. A frame of slotted angle iron was selected, unto which the pipe sections could be secured using U- bolts. Figure 4.1 shows the inlet end of the apparatus, in which the support frame and mounting U-bolts are clearly visible. The support frame has more space for expansion to build more complicated models in the future. In order to maintain modularity, an attempt was made to maintain the 10-ft sections of pipe intact to minimize cutting and waste and maximize their reusability regardless of what fittings were placed in line with the pipe sections. In order to then compensate in the differences in lengths of pipe sections which needed to be combined, sections of flexible shop vacuum hose, also visible in Figure 4.1, were used to connect the pipe sections which did not line up precisely. Vacuum hose was selected with an O.D. matching the O.D. of the PVC pipe so that the hose could be used with the existing pipe fittings. Care was taken to fully seal the vacuum hose connections using silicone since the ribbed surface seemed less likely to seal inside the pipe fittings. 42
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John R. R. Bowling Ch. 4 Construction and Instrumentation the sampling point. A sampling/injection port with adjacent Pitot-static tube is shown in Figure 4.2. Pitot-static tube, with sensing Injection/sampling port, tip inserted into duct sealed with septum FIGURE 4.2. SECTION OF TEST APPARATUS SHOWING INJECTION/SAMPLING PORT AND PITOT-STATIC TUBE (SIDE VIEW) When mounting a Pitot-static tube, the orientation and position of the sensing tip in the duct are important factors which have a result on the accuracy of the velocity measurement. Since the insertion depth of the Pitot-static tube (6 in.) is far longer than the radius of the pipe (1 in.), most of the Pitot-static tube (~5 in.) protrudes outside the pipe and must therefore be supported. The Pitot-static tube is arranged such that the sensing tip is in the center of the airway, so the tube must be secured with respect to the insertion depth into the pipe. The velocity measurement is also sensitive to the yaw of the Pitot-static tube (the angle the sensing tip makes with airflow direction), so the tube must be secured against rotation. The brace for the Pitot-static tube is a section of ½-in.- diameter PVC pipe split longitudinally and cemented to a section cut from 2-in.-diamter PVC pipe. Between the Pitot-static tube brace and the pipe making up the model airway, a section of rubber gasket is used to form an airtight seal around the hole through which the Pitot-static tube protrudes. Hose clamps are used to hold the Pitot-static tube brace to 44
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John R. R. Bowling Ch. 4 Construction and Instrumentation the model pipe and serve to compress the gasket, which forms a tighter seal around the Pitot-static tube. The long stem of the Pitot-static tube is attached to the brace with cable ties. A disassembled cross-sectional diagram of the Pitot-static tube, gasket and brace is provided as Figure 4.3. Pitot-static tube Brace 1/2" PVC pipe cut longitudinally Rubber gasket Airway (pipe) FIGURE 4.3. DIAGRAM OF PITOT-STATIC TUBE BRACE (DISASSEMBLED, FRONT VIEW) 4.1.3. OPEN-CIRCUIT VENTILATION OF THE APPARATUS As stated previously, one of the goals of the experimental apparatus is that it be open-circuit and exhaust to an area outside the ventilation lab. This is necessary so that tracer gases do not build up in the gaseous background within the lab and complicate or add error to tracer gas sampling over time. The ventilation system selected for the apparatus is an exhausting system for two reasons. First, the exhausting system is most common in coal mines, of which the test apparatus should be representative. Second, by being set up as an exhausting system, the ventilation system of the apparatus is maintained as a negative-pressure system. By maintaining a negative pressure system, any leaks in the system would result in lab air leaking into the system, rather than air containing tracer gases leaking from the apparatus into the lab air. As part of the initial construction of the apparatus, a small centrifugal fan was used was used to provide the ventilation. This fan was fairly small and light and, as such, 45
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John R. R. Bowling Ch. 4 Construction and Instrumentation could be placed directly in the fume hood. Figure 4.4 shows the original centrifugal fan operating in the fume hood. Although raised for clarity in the photograph, the sash would be lowered while using tracer gases in the experimental apparatus to reduce the possibility of tracer gas diffusing into the laboratory atmosphere. FIGURE 4.4. SMALL CENTRIFUGAL FAN PLACED DIRECTLY IN FUME HOOD 4.2. INSTRUMENTATION Since reliable measurements for air velocity and air density were desired, instrumentation would be used for the apparatus. The instrumentation would be electronic and automated such that air velocities throughout the mine model and atmospheric conditions could be monitored and recorded while researchers were performing other tasks, such as coordinating injection and sampling of the tracer gases. Given that a small cross-sectional area would be used for the airways to simulate the very large ⁄ ratio in a mine, the instrumentation measuring velocities would need to be fairly small in order to measure the velocity without seriously disturbing airflow. For this 46
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John R. R. Bowling Ch. 4 Construction and Instrumentation 4.2.2. RELATIVE HUMIDITY, TEMPERATURE AND BAROMETRIC PRESSURE In order to achieve more accurate velocity measurements using Pitot-static tubes, the velocity calculations should be corrected for current air density. Three parameters are needed to calculate air density in real time; these are temperature, barometric pressure and relative humidity (or the partial pressure of water vapor). Most important in calculating the air density are the air temperature and barometric pressure. The accuracy of this can be increased incrementally by factoring in the contribution of water vapor to air density. As far as sensing technology applies, temperature and relative humidity are both commonly collected data for HVAC systems, while quality barometric pressure transducers and generally comparably expensive. For the experimental apparatus, a simple combination relative humidity (RH) and temperature sensor (RH/T sensor) was purchased. This sensor package from Dwyer Instruments was available in a simple plastic enclosure designed for wall-mounting, as shown in Figure 4.10. The ranges for both temperature and relative humidity far exceed those likely to occur in the climate- controlled lab, so a costly sensor package was deemed inappropriate. For barometric pressure measurement, a PX-409 barometric pressure transducer configured for 24V DC excitation, 16-32 in. Hg measurement range and 4-20mA analog output was purchased from Omega Engineering. The barometric pressure transducer is shown in Figure 4.11. FIGURE 4.10. RELATIVE HUMIDITY/ TEMPERATURE SENSOR (WALL-MOUNT HOUSING) 52
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John R. R. Bowling Ch. 4 Construction and Instrumentation FIGURE 4.11. BAROMETRIC PRESSURE TRANSDUCER 4.2.3. PROGRAMMABLE LOGIC CONTROLLER As an interface between the PC and the sensors and fan control, a programmable logic controller (PLC) was selected. A PLC was selected because it is modular, versatile, and simple to program. A PLC can perform the multiple roles of data acquisition, digital switching, and analog and digital control. The PLC selected is an Allen-Bradley MicroLogix 1100, a compact logic controller with embedded analog and digital I/O (relays), an embedded LCD screen error-reading and an embedded web server with the capability for webhosting and online editing. The MicroLogix 1100 can be expanded with up to four 1762-I/O Modules, of which four appropriate modules were also selected. Many of the relevant technical specification are included in the section Appendix: Selected Technical Specifications. Three analog input modules were selected to monitor the sensor inputs. One analog output module was also selected for analog control of future devices, such as variable speed fans. The PLC and expansion I/O modules are shown as installed in Figure 4.12. 53
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John R. R. Bowling Ch. 4 Construction and Instrumentation in.-diameter PVC pipe was run from its outlet directly outside the building, maintaining the airtightness required by the experimental goals. FIGURE 4.16. A 1/2-HP BLOWER FAN WAS SELECTED TO REPLACE THE SMALLER CENTRIFUGAL FAN 4.3.2. VARIABLE FREQUENCY DRIVE The ½-hp-rated Baldor VS1MX10P5-2 VFD selected as the motor drive is shown in Figure 4.17. The VFD transforms 115V 60 Hz single-phase AC power into 230V three-phase AC power at a controllable frequency; the speed of an AC electric motor is directly proportional to the drive frequency. This VFD allows the user to vary the air velocity in the apparatus, which may be useful in experiments to set up specific conditions. The VFD selected has both a relay control, which is included as a safety interrupt and must be closed for the drive to run, and an analog input for speed. These features allow the drive to be hardwired to an on/off switch and a speed control knob (trim potentiometer) or, as with this apparatus, controlled by a logic controller. Using the analog input, connected with the analog output module of the PLC, the user can set a desired air velocity at a specific location. The fan speed could then be adjusted by the PLC until the target velocity is reached. 59
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John R. R. Bowling Ch. 4 Construction and Instrumentation Re ( N∙s/m ) ( kg/m )( m) Eq. (4.2) . At Point 1, the measurement point in the inlet airway, the air velocities were measured as a function of fan speed. These velocities, measured over what should be considered the normal operating range of the fan, are displayed in Figure 4.18. Although the fan could theoretically be operated at speeds approaching zero RPM, practical limitations (primarily the current draw in the VFD) establish a lower limit. For this reason, the practical operating range of the fan should always produce air velocities above the critical air velocity of 1.28 m/s. This is the velocity in the inlet, so should the air split into several airways, it can still be maintained above the critical velocity. A plot of the fan speed as a function of the motor frequency is provided as Figure 4.19. Operating the fan for extended periods outside its designed operating range can shorten its life, so caution is taken keep the motor frequency below 120 Hz (twice the design speed). Though the upper limit of the VFD output is 5000 Hz, operating the fan at much higher speeds could tend to damage the fan more quickly and should be avoided. Using the quantities, computed via Eq. (2.1) by applying the correction factor in Eq. (4.1), the characteristic curve of the apparatus was also computed. The characteristic curve, which shows the pressure drop over the apparatus as a function of the quantity forced through it, is provided as Figure 4.20. Also plotted is the best-fit polynomial of power 2; recalling Eq. (2.4), the head loss of an airway or network sum of airways is understood as a function of the square of quantity. Using the characteristic curve, the equivalent resistance of the apparatus can be calculated ( ) ( ) Eq. (4.3) . 61
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John R. R. Bowling Ch. 5 Summary and Conclusions 5. SUMMARY AND CONCLUSIONS 5.1. SUMMARY OF PROJECT An experimental apparatus was constructed which will be used to conduct tracer gas experiments in the laboratory. The test apparatus is modular and simple and can be easily rearranged to represent a variety of mine geometries. The apparatus is appropriate for the use of tracer gases by being both airtight and open-circuit (exhausting to the atmosphere) and by maintaining a turbulent flow regime throughout the model. The test apparatus simulates a mine in a tabular deposit by being topologically identical to a simple longwall mine and by demonstrating similitude with a typical longwall mine with adherence to modeling theory (following the Buckingham pi theorem). The model features ports for injection and sampling of tracer gases, which represent boreholes in the mine prototype. The sampling/injection ports can be pierced with a syringe or solid-phase microextraction (SPME) fiber so that many of the methods for the release and sampling of tracer gases can be practiced in the laboratory, albeit on a smaller scale and in a more controlled environment. Valves on the apparatus represent ventilation controls, such as stoppings or regulators, or changing resistances in a mine, such an increase in resistance due to a roof fall or a decrease in resistance due to stoppings being destroyed. The relative resistances of airways can be changed by changing the status of the valves to represent different states of the ventilation controls. The model, which is simple and versatile, can be used to represent a working mine ventilation system for the purpose of tracer gas sampling. A wide variety of mine plans can be simulated by reconstructing the modular model into different geometries. Once a particular model geometry has been established, various ventilation states should be identified. By performing tracer gas tests in the model under “normal” ventilation operating conditions, baseline tracer gas profiles can be constructed. Researchers should then apply changes to the state of ventilation controls in the model by adjusting the airway resistances using the valves. Performing tracer gas tests after changes have been made to the ventilation network, the tracer gas profiles can be compared to infer the 64
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John R. R. Bowling Ch. 5 Summary and Conclusions nature of the changes from the normal ventilation conditions. The mine simulator described in this paper is meant to help researchers develop a method for inferring ventilation changes remotely using tracer gases. 5.2. CONCLUSIONS Four criteria were determined which the apparatus should meet to be considered successful for the purposes of tracer gas experimentation. The experimental apparatus for tracer gas investigation should 1) simulate a mine in a tabular deposit, 2) allow for the injection and sampling of appropriate amounts of tracer gases, 3) simulate changes in ventilation (as after a mine disaster) by incorporating simple variable ventilation controls, and 4) allow for the measurement and monitoring of air velocities (quantities) and atmospheric conditions (temperature, relative humidity and barometric pressure) within the apparatus. The apparatus meets the goals, as described above, via the following. 1) The apparatus is topologically identical to and demonstrates similitude with a simplified longwall coal mine. Turbulent flow is maintained in the apparatus. 2) The apparatus has ports through which chemical tracer gases can be injected and sampled while maintaining an airtight seal to prevent leaks into the laboratory atmosphere. The apparatus allows for precise measurement of tracer gases, as shown in initial experiments [84]. 3) The apparatus contains several valves at key locations which can be used as ventilation controls. They can be opened or closed to represent the type of damage which might occur in a mine disaster, such as a roof fall or explosion. 4) The apparatus is instrumented with velocity and climate measurement devices. Instruments measure temperature, relative humidity and barometric pressure to compute air density and the air density is used to correct air velocity measurements, made at each sampling/injection port. 65
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John R. R. Bowling Ch. 5 Summary and Conclusions 5.3. FUTURE WORK For the future use of the apparatus, some suggestions are presented for the improvement of the apparatus as a research tool. One such improvement which would be beneficial is the replacement of the opaque PVC pipe at the sampling/injection ports with a transparent pipe, such as a pipe constructed from Lexan or a similar transparent plastic. This pipe could also be fitted with a depth gauge for measuring the protrusion depth of the Pitot-static tube and sampling instrument in the airway. The Pitot-static tube could then be inserted at various depths into the airway and the velocity at each depth could be measured in order to define the velocity profile across a section of the duct. The velocity profile could be compared among sampling/injection ports to determine whether the flow at each sampling/injection port section is fully-developed. Additionally, accurately defining the velocity profile across the duct could also assist in determining the average velocity in the airway as a function of the insertion depth of the Pitot-static tube, rather than by applying a literature-value coefficient for velocity measured along the centerline. The depth gauge, readable through the transparent pipe, would also assist in reliably sampling from precisely the same point or points in the airflow. In an actual mine airway, a mine ventilation engineer would establish a regular sampling pattern likely consisting of sampling either the center of the airway or sampling over a specific traverse of the airway. Similarly, the researcher sampling the air in the model could draw samples from the same depth in the airway each time, with the aim of establishing a similar protocol for repeatability. In order to define a tracer gas profile from a slug test, several samples must be drawn over the time in which the slug passes the sampling point. Plotting the concentrations of those samples, a tracer gas concentration profile can be created. In a slug test, a tracer gas profile under given ventilation conditions is observed and can be compared with the profile under different conditions to draw conclusions about the ventilation control changes. Currently, the residence time of a slug (fixed volume) of tracer gas in the apparatus is too short for measurement using typical slug test techniques. 66
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John R. R. Bowling Ch. 5 Summary and Conclusions In its current form and with the operating velocities described, a tracer gas slug takes less than five seconds to pass from the inlet to the exhaust of the apparatus. With a minimum practical sampling frequency of approximately two seconds, the concentration cannot be plotted with enough resolution to accurately define the tracer profile. In order to provide a longer residence time for tracer gas slug tests, the apparatus should be extended in length and the air velocity should be slowed (while still maintaining highly turbulent flow conditions for good mixing). Another upgrade which should be added to the apparatus is an electronic mass- flow controller. More accurate measurements of the injection rate of SF and other 6 tracers could improve the accuracy of experimental results. The PLC should be used to initiate the flow of gas into the apparatus so that its release rate and time can be precisely controlled. The experimenter could also set a delay and a visual or audio cue to begin sampling from the apparatus when the mass-flow controller begins injecting gas into the apparatus. Using this experimental mine simulator, researchers will seek to develop standardized tracer gas release and sampling procedures with which multiple tracer gases can be used simultaneously. If the method of tracer gas inference is proven successful in laboratory studies, it is hoped that the method can be scaled up and applied to operating mine ventilation networks. Following the development of standardized tracer gas release and sampling procedures, tracer gas surveys should be conducted in actual mines before and after changes are made to the ventilation network and researchers will try to correlate changes in the tracer profiles to changes in the mine ventilation network. This technique could ultimately allow mine engineers to conduct a tracer gas survey following a disaster in which unknown changes occurred in the mine ventilation network and, by comparing the tracer gas profiles to the baseline normal operating profiles, infer the nature of changes in the ventilation network. This would allow for more rapid assessment of the ventilation conditions following a disaster and, in the case of a rescue operation, help to better inform mine rescue teams earlier about the status of the mine ventilation. 67
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John R. R. Bowling References [79] I.M. Konduri, M.J. McPherson, and E. Topuz, “Simulation of Induced Jet Ventilation in a Mine Face Using a Laboratory Model,” Proceedings of the 7th US Mine Ventilation Symposium, 1995, p. 6. [80] I.M. Konduri, M.J. McPherson, and E. Topuz, “Model and field investigations of jet fans for face ventilation,” SME Transactions Volume 302, 1997, p. 5. [81] I.M. Konduri, M.J. McPherson, and E. Topuz, “Experimental and Numerical Modeling of Jet Fans for Auxiliary Ventilation in Mines,” Proceedings of the 6th International Mine Ventilation Symposium, 1997, pp. 505-510. [82] A.D. Jones, S. Lowrie, and J. Edwards, “Aerodynamic Scale Model Simulations to Investigate the Consequences of Changes in Mining Conditions for Gas Control,” Proceedings of the 7th US Mine Ventilation Symposium, 1995, pp. 287-292. [83] A.D. Jones, Z. Pokryszka, S. Lowrie, C. Tauziede, and P.-M. Dupond, “A Physical Scale Model of Flows in the Waste of a Retreat Longwall Coalface,” Proceedings of the 6th International Mine Ventilation Congress, 1997, pp. 231-236. [84] G. Xu, J. Bowling, K. Luxbacher, and S. Ragab, “Computational Fluid Dynamics Simulations and Experimental Validation of Tracer Gas Distribution in an Experimental Underground Mine,” SME Annual Meeting 2011, 2011, pp. 1-5. 74
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John R. R. Bowling Appendix: Selected Technical Specifications TABLE A-5: FEATURES OF THE ALLEN-BRADLEY 1762-IF4 ANALOG INPUT MODULE Parameter Value/Note Dimensions 90mm × 87mm × 40mm (H×D×W) Number of analog inputs 4 differential (bipolar) Analog input type Voltage: -10 to +10V DC Current: 4 to 20mA Full scale analog ranges Voltage: -10.5 to +10.5V DC Current: -21 to +21mA Analog input resolution 15 bit (bipolar) Repeatability ±0.1% Typical overall accuracy ±0.3% FS (0 to +55°C) ±0.24% FS (at 25°C) A/D converter type Successive approximation Common mode voltage ±27 V Common mode rejection >55 dB at 50 and 60 Hz TABLE A-6: FEATURES OF THE ALLEN-BRADLEY 1762-OF4 ANALOG OUTPUT MODULE Parameter Value/Note Dimensions 90mm × 87mm × 40mm (H×D×W) Number of analog outputs 4 single-ended (bipolar) Analog output type Voltage: 0 to 10V DC Current: 4 to 20mA Full scale analog ranges Voltage: 0 to 10.5V DC Current: 0 to 21mA Analog output resolution 12 bit (unipolar) Repeatability ±0.1% Typical overall accuracy ±1% FS (0 to +55°C) ±0.5% FS (at 25°C) D/A converter type R-2R ladder voltage switching Module update time 2.5 ms 77
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The Assessment of Sonic Waves and Tracer Gases as Non-Destructive Testing (NDT) Methods for In-Situ Underground Mine Seals Kyle T. Brashear ABSTRACT In 2006, two tragic mining incidents occurred in the United States, resulting in the loss of life for 17 coal miners from explosions in underground coal mines. As a result, legislators passed the MINER Act of 2006. In addition to the numerous new regulatory requirements, the strength requirement of both monitored and unmonitored in-situ seals were increased to 50 and 120 psig, respectively. The new strength requirements of these seals serve an important safety purpose, but there is currently no mandatory monitoring or testing program for the structural condition of the seal themselves. Civil and structural engineers have been using non-destructive testing (NDT) methods for nearly a century to evaluate the condition of both concrete and non-concrete structures. The NDT work with concrete has allowed engineers to measure the thickness of structures, detect flaws, delaminations (or voids in the subsurface), measure the corrosion of metal reinforcements that may be part of the structure, and even characterize the physical properties of the structure, all without having to disturb or damage the specimen. One of these NDT methods, the impact-echo method, has been widely used in concrete evaluation and has the potential to assess the structural condition of in-situ mine seals. While the impact-echo method has been successfully used for nearly 30 years in evaluating civil structures, the concept of tracking the movement and concentrations of tracer gases is a previously untested NDT concept for both seals and concrete structures. Tracer gases, specifically sulfur hexafluoride and perfluorinated tracer compounds, have been used to map the ventilation characteristic of underground mines. A novel NDT method can potentially combine the two methods, where the injection of a tracer, and the flow of the tracer through the seal material may provide information on the structural condition of the seal. This paper details the development and assessment of these two potential NDT methods for the evaluation of in-situ underground mine seals. The assessment was carried out through a series of small, laboratory experiments and transitioned to both large and full scale experiments located in working underground mines, accompanied with supplemental computer modeling to assist in confirmation of perfluorinated tracers moving through the seal material.
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Attribution The following thesis would not be possible without the attribution and help from numerous people. Below is of those who assisted me with co-authorship for Chapter 3: Assessment of Sonic Waves and Tracer Gases as Non-Destructive Testing Methods to Evaluate the Condition and Integrity of In-Situ Underground Mine Seals, as well as Chapter 6: Technical Note: Modeling the Movement of Perfluoromethylcyclohexane (PMCH) through Underground Mine Seal material with PCF3D and Avizo®. Chapter 3 Co-Authors: Sponsored me for project, oversaw Virginia Polytechnic Institute Kray Luxbacher experiment design and analysis, and and State University edited chapter Sponsored me for project, oversaw Virginia Polytechnic Institute Erik Westman experiment design and analysis, and and State University edited chapter Supervisor who oversaw project, provided Cardno Marshall Miller & small scale sonic wave experiment Cary Harwood Associates samples, and material for tracer gas experiments Provided underground lab space in Braden Lusk University of Kentucky Georgetown, KY William Weitzel University of Kentucky Poured small scale sonic wave samples Chapter 6 Contributors: Virginia Polytechnic Institute Assisted in writing and developing Drew Hobert and State University PFC3D code Virginia Polytechnic Institute Assisted in SkyScan data collection and Joseph Amante and State University Avizo® simulation iv
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Chapter 1: Introduction In 2011, coal mines in the United States produced a total of 1,096 million short tons of coal in both surface and underground mines. Of the over a billion tons of coal produced, 31.5% was mined in underground coal mines. Of all coal producing mines, 38.3% are classified as underground operations (U.S. Energy Information Administration, 2012). While underground mines may not represent a majority of the coal mining industry, it is likely that the number of underground coal operations will increase as the surface reserves are mined out and environmental and as social impacts of surface mines continue to face legislative and public struggles. Often, when comparing between surface and underground mine development, apart from the economic concerns, underground mines have less environmental impacts and reclamation costs associated with them than surface mines. Although surface mining is generally cheaper, the reduced cost of surface mining may not be enough to overcome the social costs of operating on the surface (Hartman & Mutmansky, Intoductory Mining Engineering, 2002). Looking forward, the coal industry will eventually have to invest more into the underground sector, as 57.3% of the estimated recoverable coal reserves in the United States are specified as underground coal reserves (U.S. Energy Information Administration, 2012). During the same 2011 time period, coal use was responsible for 20.1% of the United States’ total energy consumption, and 28.4% of the total energy production of 97.301 and 78.096 quadrillion Btu’s, respectively (U.S. Energy Information Administration, 2012). The 2011 Annual Energy Outlook projects the production of coal and domestic energy consumption increasing steadily through 2035 (U.S. Energy Information Administration, 2012), leaving a need for the development of more underground mines in the United States. Despite the recent increased popularity and funding in sustainable energy solutions, coal mining in the United States is projected to continue to be one of the major factors in the U.S. energy distribution and consumption. As previously mentioned, an increasing number coal mines in the U.S. will need to become underground operations in order to access the underground coal reserves, totaling 148,084 million short tons (U.S. Energy Information Administration, 2012). According to United States Bureau of Labor Statistics (BLS), between 2003 and 2012, an average of about 17 deaths occurred annually in U.S. underground bituminous coal mines. Only two times during that span did the overall number of fatalities rise above 20 (2006 and 2010). During those two years three major mine explosions/fires occurred in underground coal mines in West Virginia and Kentucky. Below, in Table 1-1, the BLS data can be seen. Table 1-1. Fatality data for U.S. underground bituminous coal mines between 2003-2012 Fatalities Caused by Fire Year Total Fatalities and/or Explosions 2003 19 0 2004 14 0 2005 7 0 2006 33 17 2007 20 0 2008 9 0 2009 5 0 2010 38 29 2011 11 0 2012 12 0 1
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While the obvious goal is to eliminate all fatalities in U.S. coal mines, and while the high numbers in 2006 and 2010 are from single events, a sound conclusion from Table 1.1 is the need to prevention of explosions and fire propagation in underground coal mines. Coal mine explosions are a constant concern for operators, as methane and other combustible gases naturally occur and emit from the coal. With the addition of machinery and electric components, there are numerous scenarios and possibilities for ignition to occur. While the actual explosion and fire can be devastating to personnel, equipment, and support structures in the mine, it is the loss of oxygen and inhalation of toxic gases, such as carbon monoxide, that are typically the cause of fatalities in underground coal explosions or fire disasters. Ignitions in coal mines can be caused by many different factors, such as misuse or poor maintenance of mechanical or electric equipment, frictional ignition caused by mining machinery, welding, underground blasting, and even lightning strikes on the surface. Even when fires occur in areas away from personnel and equipment, open fires in underground mines and the expansion of air due to heating from the fires causes a “choke,” or extension of air in the opposing direction of the engineered ventilation, as well as the reduction of the density of air, resulting in potentially hazardous effects on the overall ventilation plan of the mine. These effects can be countered by increasing the overall airflow in the mine, but doing so will also increase the propagation rate of the fire (McPherson M. J., 1993). It is widely agreed that the best mitigation against fire and explosion is a well-designed ventilation program and maintenance of the friction-inducing equipment. One of the most commonly used ventilation engineering designs to prevent the propagation of fires and explosions in underground coal mines and also provide adequate airflow to the working sections of the mine without extraneous demand on the main fan(s) is the construction of underground mine seals. These structures fit across the dimensions of mine entries and isolate the working section of the mine from the non-working section (Weiss, Slivensky, Schultz, Stephan, & Jackson, 1996). While the placement of these seals are important for the proper ventilation and safety of the mine, the proper construction of these seals is equally as important. Improper construction of these structures can lead to air leakage, exposing the working section of the mine to the hazardous and potentially combustible atmosphere typically found behind the seals. Improper construction can also result in the structural failure of these seals if an explosion, and resulting force, was to occur within the sealed area (Mine Safety and Health Administration, 2008). Because of the need to maintain the structural condition of the seals, it became necessary to develop and assess methods to evaluate the condition of the structures. The assessment of these methods required a series of small- scale, large-scale, and, eventually, full-scale experiments in functioning underground mine environments. 2
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Chapter 2: Literature Review 2.1 Mine Seals 2.1.1 Ventilation and Seal Purpose Unquestionably, the most important auxiliary operation in any underground mining operation is the ventilation of the mine. Ventilation has been an invaluable mining operation, for over two millennia, from early B.C. mining in England and Greece to the writing of De Re Metallica in 1556 by Georgius Agricola (McPherson M. J., 1993). Today, ventilation is required for three main components in order to efficiently and safely work in underground mining conditions — air quantity, air quality, and temperature control. When looking at the air quality control concern, it is important to note that in every mine, both coal and metal/no-metal mines, dust and gases naturally exist in either the local geology or result from industrial equipment used in underground mines (Hartman & Mutmansky, 2002). In previous years, the quantity and quality of air entering and leaving the mine was the primary concern of ventilation engineers, but now the comfort and tolerance of the human workers has become a more significant priority (McPherson M. J., 1993). While prevention of these hazards is a primary goal, dilution of contaminants to safe levels can be accomplished by supplying the mine with an appropriate quantity of air. Air quantity controls exist to supply the mine and mine workers with a continuous flow of fresh air to facilitate normal respiratory functions and disperse chemical and physical contaminates (heat, dust, humidity, etc.). Temperature controls also play an important part in ventilating deep underground mines, where the geothermal gradient of the local geology increases with depth. Chilled water is prepared at the surface; , then in heat exchangers, this water can be used to cool and dehumidify the air going into the mine (Hartman & Mutmansky, Intoductory Mining Engineering, 2002). As mining progresses, more air is needed to provide adequate ventilation to the workings, as well as to continue to dilute and remove hazard contaminates that increase as more surface area is exposed in the mine. In order to avoid moving more air though the mine to provide appropriate quantity and quality controls, mines often seal abandoned areas or portions of the mine that are no longer working sections. The seals allow proper ventilation to affect the working sections of the mine, while not being wasted in the abandoned sections and eliminate exposure of personnel. Continuing to ventilate abandoned mine sections can become a costly enterprise that involves continuously increasing the total air quantity entering the mine (Zipf, Sapko, & Brune, 2007). Abandoned areas are sectioned off by constructing seals at the entrances of the connecting airways (McPherson M. J., 1993). Historically, seals were two walls 16 to 48 inches thick (reinforced concrete seals) made with a variety of materials across entry dimensions of up to 288 square feet. The area between the walls were filled with run-of-mine and other fill material to make a barrier with a total thickness of about 12 to 20 feet. Modern seals are made with variety of solid incombustible materials such as poured concrete, concrete blocks, cementitous foams, and other novel materials with thickness of about 12 to 20 feet. (Kallu J. R., 2009). According to MSHA, there are over 14,000 seals installed in active U.S. coal mines, with multiple applications associated with them. The two most common types of seals used in underground coal applications are panel and district seals. As the name indicates, panel seals are typically constructed parallel with panels in both longwall and room and pillar mines. Once a panel or group of panels has been mined-out, panel seals are constructed to restrict the ventilation away from the mined-out area. District seals are used once a mining district (made up of multiple panels) is mined-out and are usually designed for higher strength parameters because of the large volume behind them. An example of these two types of seals can be seen in Figures 2-1 and 2-2 below, for both room and pillar mining and longwall mining applications (Zipf, Sapko, & Brune, 2007). 3
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2.1.2 Explosions and Seals While seal construction is a necessary operation in properly and effectively ventilating underground mines, they also serve as a protective barrier between explosive areas of the mine and mine personnel and equipment. Spontaneous combustion is a phenomenon that is can occur when the percolation of air through organic material, such as coal, result in a measurable increase in temperature. Thermal equilibrium is reached when the airflow is sufficient enough to reach a balance between the rate at which heat is produced and the rate at which heat is removed from the material by the airflow and can be difficult to maintain. Materials that are known to spontaneously combust have known minimum self- heating temperature (SHT) — the lowest temperature that will result in a sustained exothermic reaction. Behind seals in underground coal mines, if the temperature of the coal reaches the SHT before it can reach a thermal equilibrium due to the lack of air flow, the oxidation process will accelerate. At a certain rate of oxidation, the coal will become incandescent, begin to smoke, and produce gaseous products of combustion (McPherson M. J., 1993). The explosive risk in underground mines is present when spontaneous combustion and heating occur in an area with high levels of methane accumulation. The initial atmosphere behind mine seals typically consists of 21% oxygen, 79% nitrogen, and less than 1% methane. Once the ventilation to the mined-out area has ceased, the methane levels can increase as methane accumulates behind the seal. Methane is typically explosive over a range of 5-16%, depending on the oxygen levels, and sealed areas can reach the upper explosive limit in a matter of days or weeks, depending on the methane liberation rate (Zipf, Sapko, & Brune, 2007). When methane is in an explosive range, an explosion can take place when sufficient oxygen and an ignition spark — from a roof fall, lightning strike, mechanical electronics, welding equipment, etc. — occur within the explosive atmosphere. Based on the explosive range of methane, decreasing the oxygen content below 12% would not provide enough fuel for the methane to combust behind the mine seal (Cowards & Jones, 1952). The application of seals allows for the region to eventually develop a low-oxygen atmosphere incapable of spontaneous combustion. However, even after the methane concentration has exceeded its upper explosive limits or oxygen depletion has created an inert atmosphere behind the seal, leakage around the boundary of the seals can create explosive atmospheres along the edges of the seams. This hazard can be reduced by providing sufficient flow of air to the active side of the seals to prevent methane accumulation (Zipf, Sapko, & Brune, 2007). The spontaneous heating nature of coal is a naturally-occurring phenomenon that must be considered when looking at potential explosion hazards in both abandoned and working mine sections of underground coal mines. Another well documented natural occurrence responsible for methane-based explosions underground is lightning strikes. Methane based underground coal mine explosions can occur when lightning strikes cause electric sparks with sufficient energy in an atmosphere with an explosive concentration of methane. There are two documented modes of transportation that allow lightning to penetrate underground mines — through the over lying strata and through metallic structures connecting the surface to the mine (Geldenhuys, Erickson, Jackson, & Raath, 1985) via. (Novak & Fisher, 2001). The depth of lightning propagation through the overlying strata was shown to be proportional to the resistivity of the soil, where lightning will penetrate greater depths through soils with a higher resistivity. Large conductive structures that are grounded and geological faults/discontinuities in the overburden can distort the current distribution (Berger, 1977) via (Novak & Fisher, 2001). The second mechanism of lightning propagation is through a direct strike to a metallic structure on the surface that extends into the mine. Examples of these types of structures include, but are not limited to: cables, conveyor belt structures, water pipes, and borehole casings. The attenuation of the strike depends on the surge impedance of the structures and how well they are effectively grounded (Novak & Fisher, 2001). 2.1.3 History of Explosions in Sealed Areas (U.S.) Since 1986, there have been at least 12 documented explosions in U.S. coal mines that occurred within the sealed areas and resulted in numerous seals being destroyed or damaged. Table 2-1 on the 5