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Generate a predictive maintenance schedule optimization that maximizes FMC rates while minimizing maintenance overlaps. |
How many Es are currently FMC across all locations? |
What's the average flight hours for Ms compared to Ls? |
show me all FM3s down for more than 30 days |
Are HHs experiencing higher PMCM rates than other models? |
which D has the highest TAH in our fleet?? |
Calculate the MTBM for each model based on historical status changes. |
how many flying hours do UHs (all types) have left b4 phase?? |
Can you identify which model spent most cumulative days FIELD this year? |
What's the correlation between TAH and MX frequency for E vs D models? |
are newer Ms more reliable than Ls? compare downtime |
Which location has highest percentage FMC right now? |
how many at SAAF vs Campbell?? breakdown by model pls |
Does HAAF show different MX patterns compared to WSAAF for same types? |
What's average turnaround for FIELD status at Sabre? |
which site has oldest birds based on TAH?? |
Analyze the correlation between location and HTP efficiency. |
do birds at Site I break down more than at Site A?? |
What percentage of our hooks are at SAAF? |
is there a location with consistently longer downtimes?? need data |
Calculate OR rate by location, with statistical significance. |
how many changed from FMC to FIELD last 30 days? |
What's average duration of PMCM before returning FMC? |
find all that went from FIELD to FMC without PMCM first!! |
Can you track status patterns for acft that repeatedly cycle between FMC and MX? |
which units have highest % FMC right now?? |
Is there correlation between HTP remaining and PMCM likelihood? |
what % of fleet is actually FMC at this moment?? |
Find any in FIELD for more than 45 days. |
do 64s spend more time PMCM than 60s?? need comparison |
What's the prediction model for status changes based on hours accumulation? |
which tail has most TAH in the database? |
What's the ratio of flight hours to TAH for each type? |
find all within 20 hours of phase!! |
Does higher hours correlate with increased MX frequency? |
which unit burning through HTP fastest?? |
Calculate average hours per month for each unit. |
do birds with >2000 TAH break more often?? |
What's the statistical distribution of hours across our fleet? |
which tail closest to exceeding phase?? |
Is there a "break-in period" where new (<500 hours) show different MX patterns? |
how recently were PMCM birds updated?? |
What's average time between last update and export upload? |
find any where sync time is >72hrs old!! need to check |
Is there a pattern to when records get updated (day/time)? |
which unit most consistent updating status?? |
Any correlation between down dates and geographical/seasonal factors? |
how many days average to fix FIELD apaches?? |
What's the variance between ECD and actual FMC return? |
fewer updates on weekends? need pattern analysis |
Calculate average lag between MX completion and DB update by unit. |
which unit has best MX record for Es? |
What's the average OR by unit over past quarter? |
find units with most down >14 days ASAP!! |
Statistically significant difference in MX efficiency between units? |
which unit flies most based on monthly hours?? |
Calculate MTBF by unit and model. |
does any unit consistently beat ECDs?? |
What percentage of each unit's fleet currently MC? |
which unit has oldest fleet by avg TAH?? |
Do certain units show better MX outcomes for specific models? |
how many currently exceeding RTL?? |
Correlation between RTL values and actual MX time? |
find birds with RTL <72 hours down for >1 week!! |
Does RTL accuracy vary between models or issues? |
which locations best at meeting RTL?? |
Analyze factors that predict RTL extensions. |
are RTLs getting more accurate?? trend analysis pls |
What percentage completed within initial RTL? |
which model typically has longest RTLs?? |
Calculate economic impact of RTL extensions based on OA losses. |
how do hawks compare to 64s for average downtime?? |
What's the CPH difference between FM3s and Ms? |
compare safety records between Ds and Es based on unscheduled MX |
Measurable difference in phase outcomes between locations? |
which model needs phase most frequently?? hours comparison |
Analyze OA differences between HHs and standard Ms. |
do newer tails have better reliability?? |
Statistical comparison of MTBF for all models? |
which is more reliable: hooks or hawks?? need comparison |
Generate multivariate analysis comparing all KPIs across models, units, and locations. |
find any tails with inconsistent model entries!! |
What percentage have complete data across all fields? |
r there any with impossible hours?? (more flight than airframe) |
Pattern to missing data by units or locations? |
which fields updated least frequently?? |
Identify statistical outliers that suggest data errors. |
when was last sync for each location?? |
What's consistency ratio between sync time, export time, and update time? |
find where ECD is before down date!! obvious errors |
Generate data quality score by unit based on timeliness, completeness, and accuracy. |
which tails likely need unscheduled MX next month?? |
Projected fleet readiness for upcoming cycle? |
predict which Es hit phase during summer ex?? |
What MX trends for next FY based on current hour rates? |
which units face most MX challenges next quarter?? |
Develop risk matrix for birds with highest status deterioration probability. |
predict MX backlog by location for next 60?? |
ML forecast for critical component failures based on hours? |
which model likely best availability next deployment?? |
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