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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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?

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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    Dealing with RiskDealing with Risk

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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    Conclusions and RecommendationsConclusions and Recommendations

    2000 The Aerospace Corporation

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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

    2000 The Aerospace Corporation

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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