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8/9/2019 Presentation from November 8, 2000 Dinner Meeting
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Faster, Better, CheaperFaster, Better, Cheaper
An Idea without a PlanAn Idea without a Plan
8 November 2000
W. F. Tosney
Systems Engineering Division
Engineering and Technology Group
2000 The Aerospace Corporation
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AgendaAgenda
FBC Origins & Perspectives
Risk Assessment & Lessons Learned Case Studies & Trends
Objectives & Scope
Dealing with Risk Conclusions & Recommendations
the plan unfolds
the recovery begins
the idea
2000 The Aerospace Corporation
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ObjectivesObjectives
Present The Aerospace Corporations Assessment of theFaster, Better, Cheaper Approach from anEngineering Perspective
What are the Mission Success Records and What DrivesEngineering Risks?
2000 The Aerospace Corporation
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Data Analyzed on 458 SVs- 1980 to 1999 timeframe- All weight / mission classes- 1st 3 years of mission reviewed- SVs Normalized for:
Design / Technology Heritage / Redundancy Degree of testing Production maturity
- Mined Lessons Learned
Study ScopeStudy Scope
PARTSand
MATLS
UNITS SYSTEMTEST
LAUNCHPREP
LAUNCH ORBITALOPERATIONS
Manufacture & Test Operations and Support
CONCEPTDESIGN
As - BuiltConfiguration
Release forProduction
Deliver toUser
End-of-life
As - MaintainedConfiguration
As - DesignedConfiguration
Development
FCA
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BackgroundBackground
The 90s Saw the Introduction of What Many Refer to asRadical New Directions for Space System Development DoD Acquisition Reformelimination of nearly all specs/standards
deferred largely to commercial best practices
NASA Faster, Better, Cheaperstandardized on fixed schedules and budgets (applied to small SVs)
Commercial Best Practicesproduction processes adopted a least common denominator approach
(optimum meant whatever was least expensive little analytical basis)
2000 The Aerospace Corporation
Acquisition Improvement is Clearly a Laudable Goal.This Study Questions Knowledge of Inherent Risk Issues.
Acquisition Improvement is Clearly a Laudable Goal.This Study Questions Knowledge of Inherent Risk Issues.
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FBC Origins and PerspectivesFBC Origins and Perspectives
2000 The Aerospace Corporation
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Confluence of Factors Behind FBCConfluence of Factors Behind FBC
Costly Failures + Cost/ScheduleGrowth + Public Apathy = NASABudget Cut FY92
STS, Hubble,
Mars Observer,Galileo,NOAA-13
MPL
MCOWIRELEWIS
SDIO Rapid Protoype Examples
Delta 180, Delta 181, Losat-X, RME, LACE (1986+)Clementine (1994): cost $70M (excludes sunk costs) and developed in < 2 years
Leadership
ChangeGigantism of 80s Reduces # Science Missions
STS
0
2468
10121416
NASASVsFlown
1970s 1980s 1990s
Mariner
Magellan
FBC eraGRO
>2500 kg
1000-2500 kg
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FBC Exactly Not NewFBC Exactly Not New
Fast, Small, Cheap SVs HaveExisted Since the Dawn
of the Space Age
Basic Development StrategiesRelatively Consistent
Risk is TypicallyAcknowledged Earlyin a Program
FBC Idea AllowedPrograms to DeviseNovel Risk Strategies Cost and schedule fixed
Spurred creativity
Manage risk using reserves
Commercial B
0
100
50
Space Program Risk CategorizationSpace Program Risk Categorization(test and mission assurance)(test and mission assurance)
Commercial A
DoD-Hdbk-343 Class A
DoD-Hdbk-343 Class B
DoD-Hdbk-343 Class C
DoD-Hdbk-343 Class D
(Mil-Std-1540 compliance)
(protoqual concept)
(acceptance only)
(system acceptance only)
0
20
40
60
80
100
120
>2500 kg
1000-2500 kg
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Reality of SpaceReality of Space
SVs Normally Associated withConcept of Craftsmanship:
Prototype & low production volume
Technology driven
Complex interfaces Unforgiving environments
No perfect process (e.g, Iridium)
Troubleshooting theproductis vital to mission success
The Techno-economic Reality of Space is Highlighted
in The Machine That Changed the World(summary of Lean manufacturing principles)
The Techno-economic Reality of Space is Highlightedin The Machine That Changed the World
(summary of Lean manufacturing principles)
Orbital Insertion and Space FlightPowered LaunchFactory & Pre- launch
High vacuum;material outgassing
Solar Radiation
-459 heat sink Earth radiation Radiation belt
& solar flares Temp. extremes;
cyclic variation
Magnetic fields RFI Meteoroids
Nuclear sources Atomic oxygen Space plasma Plume contamination Spacecraft charging
Shock & vibration Acceleration Acoustic noise
Aerodynamic heating Thermal transition Pressure decrease Corona/arcing
Thermal cycling& vacuum
Shock & vibration
Acoustic noise Humidity Handling & transport RF radiation Storage conditions Explosive atmosphere
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Applying FBC to SpaceApplying FBC to Space
Morphed into Acquisition Reform, Lean Aerospace,and Commercial Best Practices
Became a Mantra that Encourages: Cost and schedule cutting
Minimal or no oversight Wanton risk-taking - Risk is a resource
Removal of established standards Less testing
What is the Track Record of the FBC Idea:Versus conventional approach?
Versus past experiences?
What is the Track Record of the FBC Idea:Versus conventional approach?
Versus past experiences?
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Damage AssessmentDamage Assessment
2000 The Aerospace Corporation
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0
10
20
3040
50
60
70
80
90
100
80 8182838485 86 87 88 89 90 91 92 93 9495969798 99
Year
Cumulativ
eSuccessRate,
%
Failure and Degradation TrendsFailure and Degradation Trends
Mission Success Has Proven to be Manageable.
Trends Show a Dramatic Increase in Failure Rates.
Mission Success Has Proven to be Manageable.
Trends Show a Dramatic Increase in Failure Rates.
2000 The Aerospace Corporation
Calendar Launch Year
SignificantDegrad
ation
(orFailure)in1st3
Years
84 85 86 87 88 89 90 91 92 93 94 95 96 97 98
USSVsLaunch
ed
USSVsLaunch
ed
0
10
20
30
40
50
60
70
80
90
100
0%
10%
20%
30%
40%
50%
I ncreasing Degradation TrendI ncreasing Degradation Trend
1st Year Catastrophic Failures
- 454 SVs -
1st Year Catastrophic Failures
and 3 Year Degradation- 394 SVs -
Convent ional Approach
Commercial
DoD
CivilianFBC-Li ke SVs:
134
Conventional SVs:324
FBC-Like
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Cost PerspectiveCost Perspective
Need for Clearer Understanding of Risk Issuesand a More Aggressive Approach to Mission Assurance
Need for Clearer Understanding of Risk Issuesand a More Aggressive Approach to Mission Assurance
Over $11B in Lost Assets Since 1990 Buys a lot of development and testing!!
2000 The Aerospace Corporation
0
500
1000
1500
2000
2500
3000
90 91 92 93 94 95 96 97 98 99
Year
USSpaceAsset
Loss($M) Military + Civilian + Commercial SVs (+ launch failures)Military + Civilian + Commercial SVs (+ launch failures)
Mars ObserverMars Observer
Landsat 6, NOAA 13, UFOLandsat 6, NOAA 13, UFO--11
Cost PerspectiveCost Perspective
FBC, Acq. Reform,and Best Practices
Begin to Deploy
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14 SVs 70s14 SVs 70s 22 SVs 90s22 SVs 90s
Average Mission Cost (99 $) 64M 101MPer Pound Cost (99 $) 90,000 118,000Development Time (months) 34 39
FBC as Executed Today is High Risk > 30% failure rate May be viable for limited applications such as technology
demonstratorsAcknowledge overall program risk at the outset
Emphasize risk management early in development
FBC Reality CheckFBC Reality Check
Cost / Schedule Improvements (are illusionary) Not ClearlyDemonstrated
2000 The Aerospace Corporation
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Commercial SV Failures Increasing in Frequency Deviation from conventional practices
Major issue with insurance brokers
Unconventional Space Ventures are Meeting with Limited
Success Iridium record: > 20 failed (need 66, flew 90)
Commercial launch service providers:
vehicle failures: (AMROC, LMLV, Conestoga, Delta III, Sea Launch, Pegasus)
business failures: (Pioneer Rocket Plane, Astroliner, StarBooster)
Technology Demonstration Plunge is an Uncalibrated
Risk Venture
Commercial Best PracticesCommercial Best PracticesReality CheckReality Check
The Biggest Lesson from X-33 is that Airplane Peopleare Struggling with the Realities of Space Systems
The Biggest Lesson from X-33 is that Airplane Peopleare Struggling with the Realities of Space Systems
2000 The Aerospace Corporation
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Wholesale Attempt to ApplyWholesale Attempt to Apply
Commercial Best PracticesCommercial Best Practices
Iridium Experience is Sobering: Rigorously applied 6-sigma at lower level Still expected medium to high reliability at satellite level
Over 20% failure rate to date
Motorola recently closed down its Satcom division
As Remarkable as Iridium Development Was -
Is it an Applicable Guidepost to the Future?Is There a Chance to Repeat?
As Remarkable as Iridium Development Was -
Is it an Applicable Guidepost to the Future?Is There a Chance to Repeat?
2000 The Aerospace Corporation
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Reductions in Government Oversight Were not Mitigated
by Contractors as Intended Major reductions in DCAA, govt, contractor, and subcontractor
oversight
Internal changes not implemented (Milstar Flt 2-1)
Re-learning of Lessons Learned in Full-Swing Eliminated key independent analysis (Delta III 259)
Contractors Continue to Advocate Cost Cutting Measures
on Government Programs
Reduced development test(Lewis, WIRE, MCO, MPL)
Elimination of key production tests (DSP-19)
Less subcontractor oversight (MCO, Delta III 269)
DoD Acquisition ReformDoD Acquisition ReformReality CheckReality Check
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Legacy Systems Still Have Risk
Evidence of Increased Risk,
Not Decreased Risk
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Lessons LearnedLessons Learned
2000 The Aerospace Corporation
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Lewis Case StudyLewis Case Study
Payload: 81-kg, 160-W
Orbit: 523-km, sunsynch Design life: 3 years (5 year goal) Mass: 386 kg Launch Vehicle: Athena 1 (1998) ADCS: 0.02/0.002 deg, 3-axis zero
momentum
Propulsion: 8 2.2 N hydrazinethrusters, dual-mode, composite tank
Structures/Thermal: composite,integrated Power: 620 W EOL, Si cells, NiH2
battery
TT&C/C&DH: S-band, 2000 kbps, 4-Gb
Factor Unit Lewis
Spacecraft Cost (FY97$M)
Development Time (mos)
Satellite Dry Mass (kg) 310
Design Life (mos) 48
Heritage (%) 50%
Level of Redundancy (%) 10%
Orbit Altitude (km) 523
BOL Power (W) 682
EOL Power (W) 620Solar Array Area (m^2) 4.5
Solar Array Type Si
Battery Type NiH2
Battery Capacity (A-hr) 33.8
Structures Material Composite
ADCS Type 3-axis
Number of P/L Instruments 4
Pointing Accuracy (deg) 0.02
Pointing Knowledge (deg) 0.002
Number of Thrusters (#) 8Uplink Band S-band
Max Downlink Data Rate (Kbps) 2,000
Recorder Memory (Mbytes) 4,000
Thermal Type active
88%
97%
Complexity Factor
Normalized Complexity Factor
65
36
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Lewis ObservationsLewis Observations
Ambitious Program Mandated demonstration of more than 25 advanced technologies 24-month development schedule
Under Tremendous Cost and Schedule Pressure DuringDevelopment
Program experienced 12-month schedule slip
$7M ($65M total) added with unknown contractor investment Model* indicates that insufficient resources were allocated
Contractual Changes Increase in the on-orbit life requirements (3 to 5 years) Launch vehicle change (Pegasus XL to Athena 1)
Lewis Failure On-orbit Flawed design of attitude control system Inadequate monitoring of spacecraft during early operations coupled
with unorthodox orbit-insertion procedure
*: David Bearden Ph.D. Dissertation, May, 1999
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NEAR Case StudyNEAR Case Study
Payload: 56-kg, 94-W Orbit: 2.2 AU asteroid Design life: 4 years Mass: 788 kg Launch Vehicle: Delta 7925 (1996) ADCS: 0.1/0.01 deg, 3-axis
Propulsion: 1 450 N biprop thruster, 112.2 N hydrazine thrusters, dual-mode Structures/Thermal: aluminum Power: 330 W EOL, GaAs cells, NiCd
battery
TT&C/C&DH: X-band, 27 kbps, 177 Mb
Factor Unit NEAR
Spacecraft Cost (FY97$M)
Development Time (mos)
Satellite Dry Mass (kg) 451
Design Life (mos) 48
Heritage (%) 50%
Level of Redundancy (%) 30%
Orbit Altitude (km)
BOL Power (W) 349
EOL Power (W) 325Solar Array Area (m^2) 7.5
Solar Array Type GaAs
Battery Type NiCd
Battery Capacity (A-hr) 9.1
Structures Material Aluminum
ADCS Type 3-axis
Number of P/L Instruments 5
Pointing Accuracy (deg) 0.10
Pointing Knowledge (deg) 0.010
Number of Thrusters (#) 12Uplink Band X-band
Max Downlink Data Rate (Kbps) 27
Recorder Memory (Mbytes) 221
Thermal Type passive
73%
90%
Complexity Factor
Normalized Complexity Factor
210
36
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NEARNEAR ObservationsObservations
Controlled Cost by Utilizing Mature, Well-UnderstoodComponents Adequate good enough prevailed over optimized design Little beyond-state-of-the-art technology
Large Built-in Contingencies and Design Margins Accepted weight penalties in some areas
Tight Schedule Due to Launch Window (36 months) Schedule a driver of technical decisions IMU presented a schedule risk Late deliveries resulted in expensive retesting
NEAR Appears to Have Allocated Adequate Resources
Returned ~$4M to NASA 29-month development
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Lewis Case StudyLewis Case Study
Payload: 81-kg, 160-W
Orbit: 523-km, sunsynch Design life: 3 years (5 year goal) Mass: 386 kg Launch Vehicle: Athena 1 (1998) ADCS: 0.02/0.002 deg, 3-axis zero
momentum
Propulsion: 8 2.2 N hydrazinethrusters, dual-mode, composite tank
Structures/Thermal: composite,integrated Power: 620 W EOL, Si cells, NiH2
battery
TT&C/C&DH: S-band, 2000 kbps, 4-Gb
Factor Unit Lewis
Spacecraft Cost (FY97$M)
Development Time (mos)
Satellite Dry Mass (kg) 310
Design Life (mos) 48
Heritage (%) 50%
Level of Redundancy (%) 10%
Orbit Altitude (km) 523
BOL Power (W) 682
EOL Power (W) 620Solar Array Area (m^2) 4.5
Solar Array Type Si
Battery Type NiH2
Battery Capacity (A-hr) 33.8
Structures Material Composite
ADCS Type 3-axis
Number of P/L Instruments 4
Pointing Accuracy (deg) 0.02
Pointing Knowledge (deg) 0.002
Number of Thrusters (#) 8Uplink Band S-band
Max Downlink Data Rate (Kbps) 2,000
Recorder Memory (Mbytes) 4,000
Thermal Type active
88%
97%
Complexity Factor
Normalized Complexity Factor
65
36
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Lewis ObservationsLewis Observations Ambitious Program
Mandated demonstration of more than 25 advanced technologies 24-month development schedule Under Tremendous Cost and Schedule Pressure During
Development Program experienced 12-month schedule slip
$7M ($65M total) added with unknown contractor investment Model* indicates that insufficient resources were allocated Contractual Changes
Increase in the on-orbit life requirements (3 to 5 years) Launch vehicle change (Pegasus XL to Athena 1)
Lewis Failure On-orbit Flawed design of attitude control system Inadequate monitoring of spacecraft during early operations coupled
with unorthodox orbit-insertion procedure
*: David Bearden Ph.D. Dissertation, May, 1999
2000 The Aerospace Corporation
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Mariner 10 Case StudyMariner 10 Case Study (27 years ago)(27 years ago)
Payload: 77-kg Orbit: interplanetary, Venus-Mercury Design life: 6 months Mass: 562-kg Launch Vehicle: Atlas Centaur (1973) ADCS: 0.29/0.11 deg, 3-axis
Propulsion: 1 monoprop thruster, 6 nitrogenthrusters Structures/Thermal: aluminum/passive Power: 491 W at Mercury (6 days), Si cells,
NiCd battery
TT&C/C&DH: X-band, 117.6 kbps, 180 Mbits
Factor Unit Mariner 10Spacecraft Cost (FY97$M) 270
Development Time (mos)
Satellite Dry Mass (kg) 533
Instrument Mass (kg) 77
Design Life (mos) 6
Heritage (%) 50%
Level of Redundancy (%) 20%
Orbit Altitude (fly-by) (km) 271 to 48,069
Power at planet Mercury (W) 491
Solar Array Area (m^2) 5.1
Solar Array Type Si
Battery Type NiCd
Battery Capacity (A-hr) 20
Structures Material Aluminum
ADCS Type 3 axis
Number of P/L Instruments 6
Pointing Accuracy (deg) 0.29
Pointing Knowledge (deg) 0.11
Number of Thrusters (#) 7
Uplink Band X band
Max Downlink Data Rate (kbps) 117.6
Recorder Memory (Mbits) 180
Thermal Type passive
49%
60%
Complexity Factor
Normalized Complexity Factor
27
2000 The Aerospace Corporation
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Mariner 10 ObservationsMariner 10 Observations
Controlled NASA Cost Mandate by Utilization ofMariner Design Derivation Hardware, software, documentation, and assurance Mandated use of existing flight tested experiments Saved 50% in design and 15% in hardware costs
Science / Engineering Teaming in Development Intensive advanced planning cited as largest cost saver
Tight Schedule Due to Launch Window System contract delayed 3 months due to up-front planning No major schedule slippage
Mariner 10 Appears to Have Allocated AdequateResources Allocated $98M in 69 ($1997 = 270M) 27 month development
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Recent, but Repeating LessonsRecent, but Repeating Lessons Ring Laser Gyro Failures
Non-space qualified technology. Life tests and better qualification may haveprevented numerous on-orbit anomalies and failures
Electrical Power and Battery/Charge Problems Enhanced qualification tests may have surfaced problems prior to flight, known
life limiting hardware
SV Processor Failure Adherence to known lessons learned (tin whiskers) may have prevented failureson multiple SVs
Transponder Failures More perceptive thermal modeling and testing may have identified failure mode
(high temperature zones)
Deployment Failures Mechanism verification methods suspected to have been reduced to save time.
Critical mechanisms require full verification
Likely Preventable with Refined Develop. / I&T ProcessesLikely Preventable with Refined Develop. / I&T Processes
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Making Sense of LessonsMaking Sense of Lessons
Critical Lessons Learned Need to Become Policy SMC Commanders Policies are a good example
Recurring Engineering Related Lessons Can Lead toMore Accurate Risk Modeling Complexity and technology readiness correlation
Development risk mitigation Failure risk models based on cost, schedule, and test
EXAMPLE: Recent Acoustic Test Data (>1986) Usedto Quantify a Major Risk Issue:
Test or not to test? (ANSWER: Test!!)
Recurring theme with most programs today Cross-program experience data (lessons) are essential to
understanding risk issues
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Industry TrendsIndustry Trends
2000 The Aerospace Corporation
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IndustryIndustry--wide Trendswide Trends
Declining Quality and Safety are not Unique to the SpaceIndustry
Air Force Implemented the Policy on Operational, Safety,Suitability, and Effectiveness (OSS&E) as Result of
Numerous Mishaps
B1B mishap traced to a flawed re-design Loss of technical oversight and
communication between contractors
T-3A Firefly mishap traced to marginal
design and qualification (6 deaths) Procured as COTS product Loss of technical oversight and
intentionally abbreviated testing
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AerospaceAerospace --An Industry in CrisisAn Industry in Crisis
Lockheed Martin Stock
01/98 01/99
Industry in Crisis Static business projections Investor confidence on the wane Extreme difficulty attracting top technical talent
Industry in Crisis
Static business projections Investor confidence on the wane Extreme difficulty attracting top technical talent
0
20K
40K
60K
80K
100K
1983 1985 1987 1989 1991 1993 1995 1997 1999Missile/S
paceIndustry(SIC376
)
Emplo
ymentinCalifornia
Source: California Employment Development Dept.
2000 The Aerospace Corporation
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Launch Vehicle BAR: Re-emphasize oversightvs. insightBoeing Review: Quality must be the highest priority
L-M Review Team: Rigorously test like you fly
NASA Mars Panel: Mission Success First - a cultural
shift
NASA FBC Review: Too many Mission Failures failed toadhere to established standards
RAND Study: FBC - an uncontrolled experiment
Space Industry ReSpace Industry Re--calibratescalibrates
FBC As We Knew it No Longer ExistsFBC As We Knew it No Longer Exists
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Dealing with RiskDealing with Risk
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Risk Management ProcessRisk Management Process
Strategy/Plan
Acquisition plan
- compliance
- deviations/waivers
System Requirements
Mission&
PolicyDriven
Concept Exploration
PHASE A PHASE B PHASE C
System Development(pre-acquisition)
Production, Operations,and Development
IndependentAssessment Historical Data
Models
Trades
Review &
Feedback
Program / Data
Reviews, Verification Indep Assessment
Decision Support
Acceptance
IPTs
Award Fee
Mission
Technology
Requirement Tradespace
Mission
Technology
Heritage
Test and Evaluation
Integration
Manufacturing
Production
Suitability and
Effectiveness
Change Impacts
Design Trades Cost Assessment
Schedule Assessment
Risk Assessment
Phase Decision Phase Decision Phase Decision
Project Oversight Independent Technical
Analysis
Mission Assurance
Risk Management
Project Oversight Independent Technical
Analysis
Mission Assurance
Risk Management
Preliminary Design
Review
Critical Design Review
HAR / FAR
Mission Assurance Team
Independent Readiness
Review Mission Readiness Review
Architecture Definition
Business Cases
COTS vs Development
System RequirementsReview
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Technology Risk AssessmentTechnology Risk Assessment
Level 1 Basic principles observed and reported
Level 2 Conceptual design formulated
Level 3 Conceptual design tested analytically orexperimentally
Level 4 Critical function/characteristic demonstration Level 5 Component/brassboard tested in relevant
environment
Level 6 Prototype/engineering model tested in relevantenvironment
Level 7 Engineering model tested in space
Level 8 Flight-qualified system Level 9 Flight-proven system
Highest risk
Least risk
Technologydevelopment
Advanceddevelopment
Flightsystems
2000 The Aerospace Corporation
NASA Technology Readiness Levels
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Schedule as Function of ComplexitySchedule as Function of Complexity Cost as Function of ComplexityCost as Function of Complexity
R = 0.801
1
10
100
1000
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
Complexity Index
SpaceVeh
icleCost(FY97$M)
R2 = 0.613
0
10
20
3040
50
60
70
80
90
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
Complexity Index
ActualDe
velopment(mos)
100
Evidence of
No Fly Zone
Evidence of
No Fly Zone
Cost and Schedule Risk- Small SV Models -
CoCost andst andSchedule RiskSchedule Risk-- Small SV ModelsSmall SV Models --
Pushing Cost and Schedule Risk Too FarPoses Unacceptably High Risk
Pushing Cost and Schedule Risk Too FarPoses Unacceptably High Risk
SOURCE: D. Bearden, The Aerospace Corporation.
Success
Failure
2
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1008060402000
2
4
6
8
10
12
14
ORBITAL SUCCESS COMPARISONS
TEST THOROUGHNESS INDEX (Compliance to Mil-Std-1540)
EarlyFlightFailures/105Parts
Class C & DClass A & B
Test Program RiskTest Program Risk
More Thorough Testing Reduces Orbital Failure RiskMore Thorough Testing Reduces Orbital Failure Risk
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Factors Influencing Test
Perceptivity:- Analytical prediction accuracy- Testability- Interfaces- Selected measurements- Measurement uncertainty- Test equipment limitations- Multiple environments
- Integration affects
Scope and Complexity of TestingScope and Complexity of Testing
2000 The Aerospace Corporation
ElectricalMechanicalSoftware
Pressure/leak
ElectricalMechanicalSoftware
AcousticVibrationShockOrbit tempVacuumPressure/leakEM I/EMC
PARTSand
MATLSUNITS
SYSTEMTEST
LAUNCHPREP
LAUNCH ORBITALOPERATIONS
ElectricalThermalVibration
X-rayAccelLeak
ElectricalMechanicalSoftware
VibrationShockBurn-inTemp cycVacuumPressure/leakEM I/EMC
ElectricalMechanicalSoftware
ElectricalMechanicalSoftware
Complex Integration
MultipleSubcontractors
MeasurementUncertainty
Harsh Environments
Lockheed Martin Corp. 2000 All Rights Reserved.
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Modeling and SimulationModeling and Simulation
Architecture, planning, design,development, test and operations areincreasingly reliant
Modeling and simulation have not obviated theneed for a prudent test program
Complex interfaces Synergistic effects
Differences in test fidelity Hardware and material
variability
Workmanship defects
on robust modeling andsimulation tools /techniques
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Production Sequence
ObservationsHigh failure rate of first
and second SVs
Most FBC SVs fall intothis group
Failure rate dampensaround third vehicle
Percent Failures vs. Vehicle SequencePercent Failures vs. Vehicle Sequence
0%
10%
20%
30%
40%
50%
60%
1 2 3 4 5 > 6
Average Sequence
Perce
ntFailures
0
50
100
150
200
250
NumberofVehicles
% Fail Population
R2 = 0.94
Strong relationship of production sequence to failure rateStrong relationship of production sequence to failure rate
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Environmental Test Thoroughness
0
0.1
0.2
0.3
0.4
20 40 60 80 100
0.5
0.6
0.7
0.9
1
0.8
1stYearFailureProbability
Primary Driver: Test Thoroughness
Major Drivers:
Manufacturing maturity Heritage
A multi-variate regression analysis reveals:
System Test TimeSystem Test Time
Driven Largely by Development TimeDriven Largely by Development Time
0
10
20
30
40
50
60
70
80
90
100
110
120
PDR2ST
DryWt
CNTR2ST
Mtype
Mcat
CDR2ST
Pcontr
ETTI
RE1SC
STOWDIM
AVGSCPLX
CLASS
CNTR2PDR
DESLIFE
DRIVDES
HINGES
IAT
IATNRE
IATRE
NRE1SC
NRECMPLX
Orbit
PARTS
PARTS/FT3
PDR2CDR
PWRBOL
RECMPLX
S/C1COST
RelativeImportance
0
20
40
60
#ofSamplesinDataset
Samples Rel Importance
Mission SuccessMission Success
Driven Largely by Test Program and MaturityDriven Largely by Test Program and Maturity
ExperienceExperience--Based Risk ModelsBased Risk Models
Risk Factors, Once identified, Can be Addressedas a Function of Technical Complexity
Risk Factors, Once identified, Can be Addressedas a Function of Technical Complexity
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Revisiting StandardsRevisiting Standards Risk Standards and Handbooks Mandated Out of Existence
in the 90s DoD-Hdbk-343, Design, Construction, and Testing Requirements for One of a
Kind Space Equipment, 1986
NMI 8010.1, Classification of NASA STS Payloads, 1986
Cost-benefit
Cost
Total
costs
Minimum
total cost
Cost of testfailures notfound (benefit) Cost of
reliability andtesting efforts
UltimateGoal
High RiskPrograms
Low RiskPrograms
The Goal Has Always Existed.The Goal Has Always Existed. FBC Risk GuidelinesExists but are Orientedtowards Testing and areNon-conservative
Ad-hoc CommercialStandards
An Opportunity Exists toUpdate Selective Specs
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Conclusions and RecommendationsConclusions and Recommendations
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Invest in EngineeringInvest in Engineering--Based SolutionsBased Solutions
Restructuring Space System Development PhilosophiesRequires a Robust Engineering Model Planning, development, production, and process modeling solutions
need to evolve
Engineering insight is essential (anyone can reduce cost & schedule)
Optimize for mission success
An overnight or one-fix solution is not likely
Evaluate Acquisition/Development Models FromSuccessful and Failed Programs
Develop a modeling strategy based on key influencing variables
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ConclusionsConclusions FBC Pushed the Risk Envelope Too Far Without a
Clear Roadmap Cost and schedule models did not address mission risk Risk management a second order concern behind cost and schedule
Unrealistic Schedules and Cost Resulted inAggressive and Risky Compromises
Poor documentation Minimal oversight and IV&V, especially with suppliers Tests often first in line for cost saving measures
Rigorous Post-Mortems Provide Valuable Insight Past mistakes repeated (GAO, LV BAR, NASA.)
Successful programs have a story to tell as do the unsuccessful Small Programs Today are Not Radically Different
in Terms of Development Efficiency But they should be!!
2000 The Aerospace Corporation