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A Programmatic Approach to On Condition Maintenance

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... Prepares aircraft for onboard vibration system expansion Solved fleet driven complaints about SE wear and tear Older Vibration System Costs Vibration data ... – PowerPoint PPT presentation

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Title: A Programmatic Approach to On Condition Maintenance


1
A Programmatic Approach to On Condition
Maintenance
  • Chad Wogoman
  • NAVAIR
  • T58 FST

Frank Eason NAVAIR H46FST
2
Background Where we started
  • Purchased 80 COTS Honeywell Model 8500C
    Balancer/Analyzer, as existing equipment was not
    supportable (1.56 M, FY 96)
  • Engine Front Frame Cracking 1 Safety Issue
  • Vibration due to poor RTB causing cracking
  • Excessive 1 Bearing oil leakage, ingested by
    engine, caused in-flight emergency engine shut
    downs
  • Costs squadron man-hours and engine replacement
  • Premature structural and hinge point failures
    experienced
  • New RTB procedure successfully developed to
    eliminate engine front frame cracking
  • DCC-81 Modified rotor blades (105K, FY 97)
  • Elimination of Whirl Tower saved 5M Annually

Drive to utilize equipment to its capacity
3
Phase IGetting Started and Setting the
Foundation
4
Initial Testing and Instrumentation
  • COTS equipment could collect vibration data
  • COTS software needed to automate the O level
    aspect of the analysis
  • Develop the frequency models of the engine and
    drive train
  • Optimize sensor locations through surveys and
    initial testing
  • Collect data that can help establish good
    vibration limits
  • Validate the system approach before fleet
    implementation

Learn the Aircraft
5
Data Analysis Software
  • Merely collecting data without having tools to
    drive real world interpretation will lead to
    failure
  • Limits and data collection sequences must be
    modifiable by the Navy Engineering Staff
  • Older Vibration Equipment required the vendor to
    modify software any time a change was needed
  • Software should keep it simple for the end user
  • Maintenance manuals should interface with
    analysis system

Analysis Software is Key
6
System Training
  • Teach the theory, not just the how
  • Instructional and practical/hands-on methods
    required
  • Share results
  • Empower the user to be a part of the system
    developments/enhancements
  • Technical representatives at the sites are key to
    success

Communicate system benefits through training
7
Phase IIPeriodic Vibration Checks
8
Slow methodical implementation
  • 100 hour/phase checks increased knowledge
  • Gained momentum as troubleshooting tool
  • Maintenance time decreased
  • Data review identified issues we never could have
    seen with previous test methods
  • Allowed us to evaluate effectiveness before
    spending a lot of money
  • Avoids false removals / A799 rates
  • Able to grant high time component life extensions
  • Fleet demand drove follow-on buy of 30 more 8500C
    units (780K, FY 98)

Early steps realized significant savings
9
Five Significant Case Examples
  • High Speed Shaft Resonance
  • High Speed Shaft Adapter Imbalance
  • Main Electrical Generator failures
  • Service life extensions for aft transmissions
  • Excessive engine vibrations

10
High Speed Shaft Resonance
  • Problem
  • Damaged torque sensors
  • Erroneous torque readings
  • Findings
  • Spline wear allowing resonance in HSS
  • HSS resonance undetected with previous equipment
  • Pilots troubleshooting by throttling the engine
    back and causing resonance
  • Spectral analysis equipment can detect resonance
  • Resolution
  • Inspection of spline wear implemented
  • Check for resonance with use of narrowband
    equipment when erratic torque readings reported
  • Pilots instructed to operate at 100 Nf/Nr

Damaged Torque Sensors
Emergency Shutdown level _at_ 20 gs Old Equipment
did not detect
11
High Speed Shaft Adapter Imbalance
Improperly Balanced Adapter
  • Problem
  • Increase in shaft removal rejection
  • Seals failing
  • Engines and transmissions were being removed
  • Findings
  • Periodic vibration checks expanded to in flight
    regimes revealed HSS levels as high as 26 gs
  • Balancing procedures at vendor and depot
    facilities found to be inadequate
  • Resolution
  • Balance machines updated and match set balancing
    implemented

120 KIAS regime recorded vibe levels above
shutdown limit (20gs)
Hover limit 3.6 gs
Ground limit 5 gs
12
Electrical Generator Failures
  • Problem
  • Catastrophic generator failures
  • Failures causing in-flight hazards emergency
    shutdown
  • Findings
  • Change in scheduled maintenance allowing
    generators to run to failure
  • Resolution
  • New vibration check procedure identifies degraded
    generators before catastrophic failure
  • Scheduled overhaul replaced with vibration check
    (on-condition)
  • Saves 900K per year

Rotor Contacted Stator
Bearing Housing Damage
13
AFT Transmission Life Extensions
  • Problem
  • High time of Aft Xmsn is 900 hours
  • Life extensions granted without data
  • Untimely failures resulted
  • Findings
  • Failures can be detected by vibration analysis
  • Resolution
  • Mandatory submittal of vibration data required
    for life extensions
  • If able to eliminate resonance the Xmsn may be
    able to extend to 1800 hours

Collector/spur gear mesh
Sideband spacing at spur Gear 1 per speed.
Multiple sidebands
1X of Spur gear
Multiple Harmonics of Spur Gear
3X
5X
2X
4X
14
Excessive Engine Vibrations
  • Problem
  • Loud audible howl on newly overhauled engine
  • Findings
  • All test cell runs passed
  • Mils Broadband was acceptance criteria
  • Mobile test cell failed to identify problem
  • Poorly balanced compressor rotor caused damage to
    8th, 9th, and 10th stages of the rotor
  • Resolution
  • 3 spectral analyzer fielded in test cells for
    data collection

Compressor Rotor Speed at 81 Ng
Note Fleet average for this frequency is below
.2 IPS
Test cell run using spectral analysis vs
Broadband Note Limit was 1.5 Mils.
15
Phase IIIJustification for Hardwiring of
Aircraft
16
Eng Drive Shaft Catastrophic Failure
  • Problem
  • Test of 1 2 Engine Drive Shafts indicated
    misalignment on Engine 1
  • Findings
  • Maintenance performed and aircraft released to
    serviceability
  • 2 Engine Drive shaft failed catastrophically in
    flight
  • Equipment installed incorrectly
  • Maintenance performed on incorrect shaft
  • Resolution
  • Human error allowed component to fly to failure
  • Hardwiring would have prevented this error

Above Limits
17
AFC 433 Part 12
  • Purchased kits to install sensors and wiring in
    approximately 180 aircraft (1.2M, FY 00)
  • Prepares aircraft for onboard vibration system
    expansion
  • Solved fleet driven complaints about SE wear and
    tear

18
Phase IVTest Cell Expansion
19
Initial Testing and Implementation
  • Began initial data collection using 3 8500C
    spectrum analyzers in late 1999
  • 2 at NADEP Cherry Point
  • 1 at MALS-29/26
  • Noted significant gains by progressing towards
    spectral analysis
  • Provided means to isolate specific frequency(s)
    yielding greatest amount of vibration
  • Significant unbalance conditions noted on main
    rotating components
  • New balance machines and procedures incorporated
    (350K)
  • COTS spectrum analyzers (VXP) fielded in early
    2001 (235K, FY 01)
  • Spectral analysis now used on all test cells to
    accept/reject engines

20
Older Vibration System Costs
  • Vibration data collected by Broadband system had
    falsely led fleet to reject multiple Power
    Turbine assemblies due to excessive vibration
  • GE proposed an expensive redesign of the PT
    bearing/housing as a viable solution
  • COTS vibration analyzers uncovered the dominant
    frequency causing the vibration, which was the
    Gas Generator Turbine
  • Immediately avoided countless PT overhauls (fleet
    wide)
  • GE ceased bearing redesign effort
  • Yearly savings realized, using spectral analysis,
    due to fault isolation capabilities
  • PT Rotor Cost 47,757/unit
  • PT Assembly Cost 99,264/assembly

21
Substantial Finding Impending Bearing Failure
  • Problem
  • Engine passed test cell based upon Broadband
    vibration test
  • Rejected on-wing due to audible howling
  • Findings
  • Spectral analysis indicated Gas Generator Turbine
    as the problem area
  • Troubleshooting with the spectral analysis
    concluded to non-synchronous behavior, indicating
    spinning bearing race
  • Large fragments found upon teardown
  • Test cell Broadband equipment not properly
    configured
  • Resolution
  • Early detection of bearing wear possible with
    spectral analysis, avoiding potential
    catastrophic failure on-wing

Vibration pattern changed un-proportional with
engine speed
Note concave contour of journal surface (OD was
.052 in undersized as a result of spinning inner
race)
22
Return on Investment
TAT
  • Spectral analyzer implementations yield
    significant benefits
  • Increased engine avg. mean time since repair
  • Decreased engine turn around time
  • Increased average net spares available

Net Spares
MTSR
Operation Iraqi Freedom
Operation Iraqi Freedom
Beginning of Vibration Program
Beginning of Vibration Program
Implemented VXP System
23
Phase VOn-Board Systems Increase Safety
24
Aft Transmission Bearing Failure
  • Problem
  • Aft Transmission Smoking in flight
  • Findings
  • Bearing Failure
  • Gearbox failed after bearing failure resulting in
    sheared lube pump shaft
  • Loss of pump caused over temp in flight
  • Resolution
  • 100 Phase check was not performed
  • Automated on-board system would have prevented
    this human induced error

?
NO VIBE DATA TAKEN!
25
Head Bearing Failure
  • Problem
  • Post Phase vibration checked and passed
  • Significant increases in vibration reported by
    the crew after only a few hours of flight
  • Findings
  • Repeated vibration checks verified the crew
    discrepancy
  • Vib levels had risen over a short period of time
  • Sr. Squadron officer instructed the aircraft to
    remain in service
  • 7 hours later the flight was aborted by the Air
    Boss aircraft significantly shaking on deck
  • Failed head seal and bearing found
  • Oil leakage problem was ignored
  • Lack of lubrication led to failure
  • Rotor head hub was close to total failure that
    would have resulted in a complete loss of the
    aircraft crew
  • Resolution
  • On-board equipment would have indicated the
    problem immediately

Figure 22 Here

26
Phase IVOn Board System Aircraft Integrated
Maintenance System
27
Eliminate Support Equipment
  • Honeywell Rotor Track and Balance Model 8500C
  • Vibration Signature Carry On Accessory Kit
  • Howell Instruments Engine Check System NP600
  • Purchased NRE and AIMS units (16M, FY 03 08)

Logistics Savings Realized
28
Key Features Derive Solutions
  • Rotor Track Balance
  • Periodic Vibration Checks
  • Continual Vibration Monitoring
  • Engine Performance Checks with automatic
    nomograph and margin calculations
  • Continual Aircraft Engine Parameter Monitoring
  • 1553 Databus interface
  • Interface to Control Display Navigational Unit
    (CDNU) via the 1553 databus
  • On Board Go/No Go indications with simple user
    interface for the aircrew
  • Ground Station Software with Go/No Go
    indications, data archival, data review analysis

Features with immediate payback
29
RTB Displays
  • Polar Plot Display
  • Track Display
  • Measurements Solution Display
  • Adjustments

Improves Troubleshooting Capability
30
Periodic Checks Continual Monitoring
  • User definable configurations via Engineering
    Ground Station Software
  • Multiple alarming levels, which drive visibility
    to aircrew
  • Master Caution Panel
  • On CDNU Display
  • On AIMS Acquisition Unit
  • On Ground Station

Immediate Feedback of Alarm Conditions
31
Periodic Checks Continual Monitoring
  • Monitors
  • Engine and Drivetrain Vibration Levels
  • Overspeeds
  • Overtorques
  • Overtemperatures
  • Chip and Debris Screen States
  • Oil Temperature and Pressure
  • Engine Performance Margin
  • Air Data (OAT, PA, KIAS via 1553B data bus
    interface)

Increasing Safety Reliability
32
Engine Check Displays
  • Engine performance assessed on-board, resulting
    in immediate feedback of acceptability
  • Complete post maintenance check flight engine
    setup capability
  • Migrating towards fully automated performance
    margin on the fly
  • Potentially eliminating phase performance check
    requirement
  • Potentially aiding mission planning efforts

Eliminate Manual Data Entry and Plotting of Data
Points
33
AIMS Savings Realized
  • Annual FCF hours using AIMS will be reduced by
    1117 hrs resulting in a savings of 10,938,505
    based on FY04 data
  • FCF setup time In addition, the time savings
    will easily surpass 8,000 man hours annually
    required to set up for FCFs
  • SE savings calibration, repair, fleet readiness
  • AIMS monitor feature has potential to uncover
    component anomalies, prior to catastrophic
    failure, inherently save parts and will increase
    safety

Features with immediate payback
34
Conclusion
35
System Selection Critical
  • Automation is good to a point
  • No COTS system is 100 ready to go
  • Demand control of configurations (routes
    limits)
  • Control getting drowned in mass amounts of data
  • The system must cater to the operator and
    maintainer
  • More is not necessarily better
  • Must be simple at end user
  • Must inform the operator/maintainer of pending
    problems or failures
  • Grow the system as lessons are learned
  • Off site analysis is not practical
  • Must conform to new software requirements - NMCI

Understand how your system works for you
36
Making room for growth
  • Advanced Gearbox Diagnostics
  • Monitoring of flight controls
  • Flight regime recognition for engine performance
    calculations
  • Automation of data management, diagnostics and
    prognostics
  • RTB SmartChart Technology Tell the
    maintainer what is wrong with the aircraft

Develop smart solutions
37
Benefits are tangible
  • Significant Cost Savings
  • Achieved highest readiness rating
  • Engine availability improved
  • Back shop procedures improved
  • Safety of flight improved

We have realized a significant return
38
Questions?
39
Backup slides
40
Tool to reduce Total Cost of Ownership
  • Man-hour/Cost Savings/Readiness Improvement
  • Replaces unreliable/unavailable Support Equipment
  • Reduces troubleshooting time dramatically
  • Eliminates unnecessary removal of good dynamic
    components
  • due to shotgun troubleshooting approach
  • Operational Improvements
  • Provides in-flight warnings of impending
    catastrophic failures
  • Provides vib/engine data for fleet/FST
    diagnostics
  • Other benefits
  • 100 compatible with existing 8500C data
  • Easy data sharing between O, I, D and FST

41
Savings Through Diagnostics
  • Fault-based maintenance is an expensive practice
  • Reduces availability
  • Drives unscheduled maintenance
  • May involve collateral damage or flight mishap
  • Condition Based Maintenance (CBM) is possible if
    you can first assess condition
  • Reduced OS costs
  • Increased safety, reliability and availability
  • More efficient use of personnel through
    application of technology

Diagnostic Systems like AIMS is a key enabler of
CBM
42
CH-46E CURRENT OPERATING SUPPORT COST
9,140 Cost per Flight Hour OS is driven by both
Direct Maintenance Cost and other indirect costs.
O S
5,100 Cost per Flight Hour DMC is driven by
depot repair and overhaul of dynamic components
and transmissions
DMC
43
Cost Benefit Analysis (CBA) Technical
Maintenance Summary
CBA Cost Factor Reduction ()
44
AIMS TOTAL COST AVOIDANCE FY05
13.7 M
10.1 M
3.6 M
45
BREAK EVEN POINT Based on POM 06 TAI
Current
Cost Avoidance
154 Installations Completed 4TH Qtr FY 07
46
BREAK EVEN POINT Based on POM 06 TAI
Current
Actual Cost Avoidance (Installs)
Cost Avoidance
154 Installations Completed 4TH Qtr FY 07
47
Quantifying AIMS Savings
  • Based on 154 AIMS aircraft and percentages from
    FY04
  • 3920 Functional check flights.
  • 3724 Flight hours to perform FCFs
  • 9791 Cost per flight hour (FY04 cost data)
  • Total cost for FCFs in FY 04 equals 36,461,684
  •  
  • Input from Val/Ver flight crews. First FCF
    performed with AIMS was a complete card on both
    engines. Total time with an unfamiliar crew was
    under an hour. As the crew becomes familiar with
    the system, times continue to reduce. A very
    conservative estimate is a 30 reduction in
    flight times for FCFs with AIMs vice using the
    NP600 for engine set-ups. After entire fleet has
    been converted to AIMS total flight hours would
    be reduced by 1117 hrs at a 10,938,505 savings
    based on FY04 data.
  • Rotor Track and Balance timesavings have been
    significant as well. Due to the speed at which
    the AIMS system calculates solutions and the need
    for SE being removed, the engineering staff
    estimates at least a 50 reduction in the amount
    of time it takes to get an aircraft ready to go.
  • Possibly the biggest value to the AIMS system is
    the removal of the NP600 for engine set up and
    the 8500C for RTB. A typical set up for either
    of these pieces of gear takes 2 marines around an
    hour to prep for flight when all the gear is
    available and RFI. More often than not, the gear
    is down or in for cal etc. and the time it takes
    to get the equipment and be ready for flight can
    take upwards of 3-4 hours. I created a
    spaghetti diagram based on a typical scenario
    for the current method of FCFs and one after
    AIMS is installed. Installation of AIMS will cut
    the need for mechs to walk to the SSE room, Cal
    shop etc. to get the gear. I estimate a typical
    walking savings of 5400 feet per FCF for a total
    of over 4000 miles per year that the mechs dont
    have to walk to set up for FCFs. In addition,
    the time savings will easily surpass 8,000 man
    hours required to set up for FCFs.
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