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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??