250 likes | 532 Views
2. TWV CBM Return On Investment. Response to AMC CBM Summit TaskerPurpose:Provide AMC G-3 with the amount of time and resources required to conduct a valid test to determine a Return on Investment (ROI) for Tactical Wheeled VehiclesBLUF:Modest CBM data collection and analysis for trucks currently underway.Can augment and enhance those activities in support of a CBA/ROI study.Added Hardware estimates includedNeed CLOE Enablers in place to realize CBM
E N D
1. 1 TWV CBM Return On Investment
2. 2 TWV CBM Return On Investment Response to AMC CBM Summit Tasker
Purpose:
Provide AMC G-3 with the amount of time and resources required to conduct a valid test to determine a Return on Investment (ROI) for Tactical Wheeled Vehicles
BLUF:
Modest CBM data collection and analysis for trucks currently underway.
Can augment and enhance those activities in support of a CBA/ROI study.
Added Hardware estimates included
Need CLOE Enablers in place to realize CBM Plus
3. 3 TWV CBM Return On Investment The Tactical Wheeled Vehicle CBM Challenge: High Density, High Production Rates, Substantial Aging Legacy Fleet
On-Hand 1st Production Last Production Current Production
HMMWV 141,038 1984 Funded thru FY13 1800/month
HMMWV RECAP 800/Month
FMTV 40,128 1991 Funded thru FY15 800/month
M939 FOV 26,995 1982 1994 N/A
M800 FOV 4134 1963 1979 N/A
HEMTT 13,770 1982 Funded thru FY 15 *
HET Tractor 2,012 1993 2003 NA
PLS 4992 1993 Funded thru FY 13 *
M915 FOV 7291 1978 Funded thru FY 03 100/month
HEWATT/TFFT 116 2004 Funded thru 09 4-6/month
Combined monthly production 400
Total of Key fleets 209,347 (less M939, M800 FOV)
4. 4 TWV CBM Return On Investment
5. 5 TWV CBM Return On Investment ROM Estimate of CBM TV Fleet (FMTV, HEMTT, PLS, HETS, M915 and HMMWV)
Option 1
Collect only existing vehicle data with simple data logger 209,347 @ $500/ea = $104.67M
Option 2
Smart data logger to collect and preprocess existing data 209,347 @ $1500/ea = $314.02M
Option 3
Smart data logger plus low cost motion pack chassissensor suite 209,347 @ $3500/ea = $732.71M
Option 4
Full vehicle computer to log, process, and link (IETM & SAMS-E) existing data 209,347 @ $5000/ea = $1,046.73M
Option 5
Vehicle computer plus low cost motion pack chassis sensor suite 209,347 @ $7000/ea = $1,465.420M
Option 6
Vehicle computer, low cost motion pack, plus GPS 209,347 @ $9000/ea = $1,884.12M
Option 7
High end engineering level computer, motion pack, GPS 209,347 @ $20,000/ea = $4,186.94M
6. 6 TWV CBM Return On Investment Simple ROI Calculation for TWV Fleet
Based on the following:
Fleet of 209,347 TWVs
Sustainment costs of $1,007M/yr
Option 3 @$3500/vehicle (smart data logger and low cost motion pack)
CBM savings rate of 2%
Yearly savings - 2%/yr x $1,007M = $20.12M/yr
Hardware costs - 209,347 x $3500 = $732.71M
ROI period - $732.71M / 20.12M/yr = 36.4 yr
ROI period can increase or decrease significantly based on percent savings applied.
This example does not include many other CBM enabling costs so the ROI period will definitely be longer or shorter when all costs are factored in.
7. 7 TWV CBM Return On Investment ROM Estimate of CBM HW Costs Only for OIF/OEF FMTV Fleet
~ 4300 MTV/LMTVs in theatre
Option 1
Collect only existing vehicle data with simple data logger 4300 @ $500/ea = $ 2.15M
Option 2
Smart data logger to collect and preprocess existing data 4300 @ $1500/ea = $ 6.45M
Option 3
Smart data logger plus low cost motion pack chassis sensor suite 4300 @ $3500/ea = $ 15.05M
Option 4
Full vehicle computer to log, process, and link (IETM & SAMS-E) existing data 4300 @ $5000/ea = $ 21.50M
Option 5
Vehicle computer plus low cost motion pack 4300 @ $7000/ea = $ 30.10M
Option 6
Vehicle computer, low cost motion pack, plus GPS 4300 @ $9000/ea = $ 38.70M
Option 7
High end engineering level computer, motion pack, and GPS 4300 @ $20,000/ea = $ 86.00M
8. 8 TWV CBM Return On Investment Simple ROI Calculation for OIF/OEF FMTV Fleet
Based on the following:
Fleet of 4300 MTVs
Sustainment costs of $52M/yr
Option 3 @$3500/vehicle (smart data logger and low cost motion pack)
CBM savings rate of 5%
Yearly savings - 2%/yr x $52M = $1.04M/yr
Hardware costs - 4300 x $3500 = $15.05M
ROI period - $15.05M / $1.04M/yr = 14.47 yr
ROI period can increase or decrease significantly based on percent savings applied
9. 9 TWV CBM Return On Investment Current Efforts Supporting CBM Return on Investment Analysis
AMSAA Data Collection and Study Efforts
TACOM Failure Analysis in support of Delayed Desert Damage and Degradation Studies (4D)
TARDEC Studies
PD-TMDE Activities
PM-TV Activities
SBCT Proof of Enablers (PoE) Cost Benefit Analysis
10. 10 TWV CBM Return On Investment How Can AMC Help?
Funding support for AMSAA
More & varied data acquisition suites
Expanded data analysis
Failure mode/PoF investigations
Diagnostic/prognostic algorithm development
Funding support for TACOM ILSC
Expanded data analysis
Improving data/record keeping interfaces
Data processing & storage
Funding support for TARDEC
Expanded data analysis
Failure mode/PoF investigations
Diagnostic/prognostic algorithm development
Sensor selection & placement
Platform HW optimization
Funding support for PD TMDE
Smart Wireless Diagnostic Sensor development
Vehicle Integrated Diagnostic Software development
Assistance and funding support for IT/Comms Definitions & Solutions
Spur User Involvement for
Interpretation/quantification of benefits/usefulness
Requirements generation
11. 11 TWV Supporting Common Logistics Operating Environment (CLOE) & CBM
12. 12 TWV CBM Return On Investment TWV CBM CBA/ROI Phased Approach
Phase 1:
Identify candidate platform cost drivers and component targets
Identify benefit drivers (Availability, parts ordering, automation, etc)
Develop FMEA/FMECA and other system models from existing field and design data.
Generate CBA/ROI model, identify inputs, and formulate assumptions
Phase 2:
Component level testing in test cells (engines, transmissions, alternators, etc)
Identify fault modes in controlled environment
Develop diagnostic/prognostic algorithms
Identify benefits and savings/avoidance potential
Design field trial for proof of enablers with FMTV Truck Fleet SDC
Feed CBA/ROI model with test cell experiment results
Phase 3:
Equip FMTV Fleet for tiered Sample Data Collection
Conduct FMTV Truck Fleet tiered SDC
Feed CBA/ROI model with Fleet tiered SDC results
13. 13 TWV CBM Return On Investment Business Case Analysis Timelines and Costs
14. 14 TWV CBM Return On Investment Highlights from Business Case Template for CBM+ Enablers
Two year timeline of fleet maintenance events, dates, resources, downtimes, etc.
Maintenance related events for each enabler eligible component: inspections, parts removals, parts shipping, scheduled & unscheduled maintenance, time waiting for parts, actual repairs.
One time costs:
Purchase and installation of enablers
Development costs of enablers
Recurring costs:
Repair & replacement of enablers
Software updates
Cost savings:
Reduced parts orders
Lower transportation costs for parts
Correct parts ordered
Reduced fleet size due to higher vehicle availability
Cost avoidance:
Minimized inspections due to better vehicle health visibility
Reduced repairs by avoiding collateral damage equipment failures
Fewer recovery missions for field failures
Reduced exposure time & resulting injuries for users and maintainers
15. 15 Business Case Analysis Timelines and Costs
Although existing investments in technology development and data analysis are being leveraged, help is needed in securing requested, and new funding. This will support additional data gathering and analysis, algorithm development and validation, and cost analysis for savings or avoidance projections. This is estimated to be an 18-24 month effort. TWV CBM Return On Investment
16. 16
17. 17 TWV CBM Return On Investment Current Efforts Supporting CBM Return on Investment Analysis - AMSAA
Sample Data Collection
System Health and Reliability Computer (SHARC) data acquisition suite collects GPS, vehicle databus, and chassis sensor data
Multiple vehicle types, locations, terrains, climates
Developing usage profiles, severity indices, damage accumulation parameters
Miniaturization and improvement of data acquisition suite
Lower cost with more installation flexibility
Development of diagnostic and prognostic algorithms
Seeded fault testing and teardown analysis
Oil conditioning monitoring
Data management and correlation techniques
Linking of component parametric and maintenance data
18. 18 TWV CBM Return On Investment Current Efforts Supporting CBM Return on Investment Analysis - TACOM ILSC
Delayed Desert Damage & Degradation (4D) Analysis
Data mining and failure mode analysis for Top 50 readiness drivers from SWA across all ground fleets
LIW & ILAP Demand and cost data
OSMIS OPTEMPO/miles & densities
Maintenance & deadline info/activity
AMSAA SDC Parametric data
TARDEC - Deficiencies database
C-REPS - LAR database
FMEA Root causes for failures
19. 19 TWV CBM Return On Investment Current Efforts Supporting CBM Return on Investment Analysis - TARDEC
MSU & nCode Improved Techniques for Vehicle Prognostic/Diagnostic
Data Acquisition, Analysis, and Storage
On-vehicle HW & SW for chassis monitoring
Analysis, comparison, and correlation of new data with existing databases at multiple echelons
Study effects of re-configuration and compression of new data for storage in data warehouse/repository
Global Electronics Advanced Diagnostics for Diesel Engines
Statistical analysis methods for data sets
Neural network analysis methods for data sets
Learning system behaviors and development of models
Supporting informed maintenance decisions
20. 20 TWV CBM Return On Investment Current Efforts Supporting CBM Return on Investment Analysis - PD TMDE
Wireless Diagnostic Sensor (WDS)
On-vehicle data logging for diagnostic and parametric data
Supports digital databus and/or analog vehicle data feeds
Vehicle Integrated Diagnostic Software (VIDS)
VIDS-Embedded. On-board data collector and analyzer that interfaces to an off-board controller such as the MSD
VIDS-Field. Expert database resides off-board and provides linear regression analysis and failure predictions (Currently hosted on an MSD)
21. 21 TWV CBM Return On Investment Current Efforts Supporting CBM Return on Investment Analysis PM-TV
PM-TV AMRDEC effort to reduce troubleshooting/diagnostic time of critical non-sensored Starting and fuel circuits. Automating diagnostics of critical systems
PM-HTV - Penn State effort to add automated diagnostics to vehicle Hydraulic systems
22. 22 TWV CBM Return On Investment How Can We Augment and Enhance Current Activities in Support of a CBA/ROI study?
AMSAA activities
Expand Sample Data Collection efforts
More vehicles, vehicle types, and locations
Tiered data acquisition suites
Low budget No new sensors, databus logging, virtual sensing
Medium budget Motion Pack chassis sensors, data logging, preprocessing of data
High budget Motion Pack, data logging, full computing, links to IETMs and logistic interfaces, GPS
Support failure mode characterizations w/vehicles & components
Seeded/induced fault testing
Component teardown and analysis
Investigate advanced analysis techniques & methods
Continue component model & algorithm development
23. 23 TWV CBM Return On Investment How Can We Augment and Enhance Current Activities in Support of a CBA/ROI study?
TACOM ILSC activities
Create new effort to
Target TWVs for data analysis
Expand beyond SWA theater of operation
Leverage database correlation tools
Investigate modifying current maintenance action record keeping
Help develop interfaces between CBM data, IETMs, and SAMS-E
24. 24 TWV CBM Return On Investment How Can We Augment and Enhance Current Activities in Support of a CBA/ROI study?
PD TMDE activities
Smart Wireless Diagnostic Sensor
Develop cost effective on-board data logger/processor that complements off-board TMDE and works with Log C2 SW
Vehicle Integrated Diagnostic Software
Mature and expand VIDS-E and VIDS-F analysis and reporting capabilities
Allow porting of third party algorithms into VIDS
25. 25 TWV CBM Return On Investment How Can We Augment and Enhance Current Activities in Support of a CBA/ROI study?
TARDEC activities
MSU & nCode Improved Techniques for Vehicle Prognostic/Diagnostic Data Acquisition, Analysis, and Storage
Leverage 4-D Analysis or 4-D follow-on effort
Global Electronics Advanced Diagnostics for Diesel Engines
Coordinate with AMSAA SDC, failure mode, and algorithm development activities
Correlate RAM testing data and analyses with CBM activities