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Process Improvement
in the Aerospace Industry
CMMI and Lean Six Sigma

     USC CS510 – 9 Nov 2010



              Rick Hefner, Ph.D.
 Northrop Grumman Corporation
          Rick.Hefner@ngc.com
Agenda


    • Current Challenges Facing the Aerospace Industry
    • Current Industry Approaches
       – Capability Maturity Model Integrated
       – Lean Six Sigma

    • Northrop Grumman Approach




2
NDIA Top 5 Systems Engineering Issues
    (2006)

    • Key systems engineering practices known to be effective are not
      consistently applied across all phases of the program life cycle.
    • Insufficient systems engineering is applied early in the program life cycle,
      compromising the foundation for initial requirements and architecture
      development.
    • Requirements are not always well-managed, including the effective
      translation from capabilities statements into executable requirements to
      achieve successful acquisition programs.
    • The quantity and quality of systems engineering expertise is insufficient
      to meet the demands of the government and the defense industry.
    • Collaborative environments, including SE tools, are inadequate to
      effectively execute SE at the joint capability, system of systems (SoS),
      and system levels.

3    Systems Engineering Update, NDIA Top 5 Issues Workshop. July 26, 2006. Briefing by Mr. Robert Skalamera
Agenda


    • Current Challenges Facing the Aerospace Industry
    • Current Industry Approaches
       – Capability Maturity Model Integrated
       – Lean Six Sigma
       – Agile

    • Northrop Grumman Approach




4
Heritage of Standards for Systems
    Engineering

                                                                               2002             2002
                                                                             ISO/IEC         ISO/IEC
                                                                              15504           19760
                                                                              (FDIS)           (PDTR)

                                                                               1998
                                                              1994             EIA              2002
                                                            EIA / IS           632           ISO/IEC
                                                              632                             15288
                                                                             (Full Std)
                                           1994
                                                        (Interim Standard)                     (FDIS)
                            1974         Mil-Std-                                               1998
                                                               1994
      1969                Mil-Std-        499B
                                                              IEEE             1998
                                                                                              EIA/IS
    Mil-Std-               499A        (Not Released)                                          731
                                                              1220            IEEE
      499                                                                                     SE CM
                                                            (Trial Use)       1220
                                                                                          (Interim Standard)
                                                                             (Full Std)


                                                                                                2002
                                                                                            CMMI-
        Legend                                                                            SE/SW/IPPD
             Supersedes
             Source for      Standards for Systems Engineering, Jerry Lake, 2002
5
The Frameworks Quagmire
    Sarah A. Sheard, Software Productivity Consortium




6                                          http://stsc.hill.af.mil/crosstalk/1997/sep/frameworks.asp
Two Complimentary Approaches
    to Process Improvement
    Model-Driven (e.g., CMMI)          Data-Driven (e.g., Lean Six Sigma)




    • Determine the industry best      • Clarify what your customer
      practice                           wants (Voice of Customer)
        – Benchmarking, models             – Critical to Quality (CTQs)

    • Compare your current practices to • Determine what your processes
      the model                           can do (Voice of Process)
        – Appraisal, education             – Statistical Process Control

    • Identify and prioritize          • Identify and prioritize
      improvement opportunities          improvement opportunities
        – Implementation                   – Causal analysis of data
        – Institutionalization
                                       • Anticipate your customers/
    • Look for ways to optimize the      competitors (Voice of Business)
7     processes                            – Design for Six Sigma
Agenda


    • Current Challenges Facing the Aerospace Industry
    • Current Industry Approaches
       – Capability Maturity Model Integrated
       – Lean Six Sigma

    • Northrop Grumman Approach




8
What is the Capability Maturity Model
    Integrated?

    • The CMMI is a collection of industry best-practices for
      engineering, services, acquisition, project management, support, and
      process management
        – Developed under the sponsorship of DoD
        – Consistent with DoD and commercial standards



         Three Constellations sharing common components and structure
    • CMMI for Development - used by engineering organizations
    • CMMI for Acquisition - used by buyers (e.g., govt. agencies)
    • CMMI for Services - used by service providers (e.g., help desk)



9
The Basic Building Blocks of CMMI –
     22 Process Areas
                           Implemented by                           Implemented by
                             each project                           the organization



     Project Management    Engineering       Support                Process Management
      • Project Planning    • Requirements    • Configuration        • Organizational
                              Development       Management             Process Focus
      • Project
        Monitoring and      • Requirements    • Process and          • Organizational
        Control               Management        Product Quality        Process
                            • Technical         Assurance              Definition
      • Supplier
        Agreement             Solution        • Measurement          • Organizational
        Management          • Product           and Analysis           Training
                              Integration     • Decision Analysis    • Organizational
      • Integrated
                            • Verification      and Resolution         Process
        Project
                                              • Causal Analysis        Performance
        Management)         • Validation
                                                and Resolution       • Organizational
      • Risk                                                           Innovation and
        Management                                                     Deployment
      • Quantitative
        Project
        Management
10
Expected Practices Provide Guidance
     for Implementation & Institutionalization
        Project Planning – Implementation      Project Planning - Institutionalization
     SG 1 Establish Estimates                 GG 2 Institutionalize a Managed Process
       SP 1.1 Estimate the Scope of the         GP 2.1 Establish an Organizational
              Project                                   Policy
       SP 1.2 Establish Estimates of Work       GP 2.2 Plan the Process
              Product and Task Attributes       GP 2.3 Provide Resources
       SP 1.3 Define Project Life Cycle         GP 2.4 Assign Responsibility
       SP 1.4 Determine Estimates of Effort     GP 2.5 Train People
              and Cost                          GP 2.6 Manage Configurations
     SG 2 Develop a Project Plan                GP 2.7 Identify and Involve Relevant
       SP 2.1 Establish the Budget and                  Stakeholders
              Schedule                          GP 2.8 Monitor and Control the Process
       SP 2.2 Identify Project Risks            GP 2.9 Objectively Evaluate Adherence
       SP 2.3 Plan for Data Management          GP 2.10 Review Status with Higher
       SP 2.4 Plan for Project Resources                Level Management
       SP 2.5 Plan for Needed Knowledge and   GG 3 Institutionalize a Defined Process
              Skills                            GP 3.1 Establish a Defined Process
       SP 2.6 Plan Stakeholder Involvement      GP 3.2 Collect Improvement Information
       SP 2.7 Establish the Project Plan
     SG 3 Obtain Commitment to the Plan
       SP 3.1 Review Plans that Affect the
              Project
       SP 3.2 Reconcile Work and Resource
              Levels
       SP 3.3 Obtain Plan Commitment
11
Practice Ratings for the
     Organization/Projects




12
How is the CMMI Used for Process
     Improvement?




                                   IDEAL
                                   Model




       www.sei.cmu.edu/ideal/
13
Typical CMMI Benefits Cited in Literature

     • Reduced costs
        – 33% decrease in the average
          cost to fix a defect (Boeing)
        – 20% reduction in unit
          software costs (Lockheed        • Greater Productivity
          Martin)                            – 25-30% increase in
                                               productivity within 3 years
     • Faster Schedules                        (Lockheed
        – 50% reduction in release             Martin, Harris, Siemens)
          turnaround time (Boeing)
        – 60% reduction in re-work        • Higher Quality
          following test (Boeing)            – 50% reduction of software
                                               defects (Lockheed Martin)

                                          • Customer Satisfaction
                                             – 55% increase in award fees
                                               (Lockheed Martin)
14
Agenda


     • Current Challenges Facing the Aerospace Industry
     • Current Industry Approaches
        – Capability Maturity Model Integrated
        – Lean Six Sigma

     • Northrop Grumman Approach




15
What is Lean Six Sigma (LSS)?


     • Lean Six Sigma is a
       powerful approach to
       improving the work we do
     • LSS improvement projects
       are performed by teams
     • Teams use a set of tools
       and techniques to
       understand problems and
       find solutions
     • Lean Six Sigma integrates     +
       tools and techniques from
       two proven process
       improvement methods
16
Six Sigma


     • A management philosophy based on meeting business
       objectives by reducing variation
         – A disciplined, data-driven methodology for decision making and
           process improvement

     • To increase process performance, you have to decrease
       variation                                   • Greater
           Too early                Too late                Too early                   Too late     predictability in
                                                                                                     the process
       Defects                            Defects                                                  • Less waste and
                                                                                                     rework, which
                                                 Reduce
                                                                                                     lowers costs
                    Delivery Time
                                                variation                                          • Products and
                                                                        Delivery Time
                                                                                                     services that
                   Spread of variation                           Spread of variation                 perform better
                 too wide compared to                            narrow compared to                  and last longer
                     specifications                                 specifications
                                                                                                   • Happier
17
                                                                                                     customers
DMAIC Roadmap


      Define                Measure         Analyze         Improve     Control

     Define                  Identify       Explore         Identify    Define
     project                 needed         data            possible    control
     scope                   data                           solutions   method

      Establish              Obtain         Characterize    Select      Implement
      formal                 data set       process &       solution
      project                               problem
                                                                        Document
                             Evaluate                       Implement
                             data quality   Update          (pilot as
                                            improvement     needed)
                                            project scope
                            Summarize       & scale
                            & baseline                      Evaluate
                            data



            [Hallowell-Siviy 05]
18
DMAIC Toolkit


      Define         Measure           Analyze             Improve            Control
 Benchmark          GQIM and          Cause & Effect      Design of         Statistical
 Contract/Charter   Indicator         Diagrams/ Matrix    Experiments       Controls:
                    Templates         Failure Modes &     Modeling          Control
 Kano Model
                    Data Collection   Effects Analysis    ANOVA              Charts
 Voice of the       Methods
 Customer                             Statistical         Tolerancing       Time Series
                    Measurement       Inference                              methods
 Voice of the       System                                Robust Design
 Business                             Reliability
                    Evaluation        Analysis            Systems
 Quality Function                                         Thinking          Non-Statistical
 Deployment                           Root Cause                            Controls:
                                      Analysis, includi   Decision & Risk
                                                          Analysis          Procedural
                                      ng 5 Whys                              adherence
                                      Hypothesis Test     PSM Perform
                                                          Analysis Model    Performance
                                                                             Mgmt
                                                                            Preventive
                                                                             measures
19
Design for Six Sigma (e.g., DMADV)


       Define      Measure     Analyze       Design        Verify

       Define      Identify    Explore       Develop       Evaluate
       project     customers   data          detailed      pilot
       scope                                 design
                                                           Scale-up
                   Research    Design        Refine
       Establish                                           design
                   VOC         solution      predicted
       formal
       project                               performance
                                                           Document
                   Benchmark
                               Predict
                               performance   Develop
                                             pilot
                   Quantify
                   CTQs




20
Lean


     • Series of tools and techniques refined by Toyota and called
       the “Toyota Production System”
        – Called “Lean” by Womack, Jones and Roos in The Machine That
          Changed the World
     • Focused on increasing efficiency by eliminating non-value
       added process steps and wasteful practices
     • Being adopted world-wide by both manufacturing and
       transactional based organizations
     • Utilizes tools like “Value Stream Mapping,” “Just in Time” and
       “Kaizen”

        LEAN FOCUS: ELIMINATE WASTE AND REDUCE CYCLE TIME

21
Wastes in Production

                                          CORRECTION
                                                       •
                                                             MOTION
                         WAITING               Repair or
                                               Rework      Any wasted motion
                      Any non-work time                    to pick up parts or
                      waiting for tools,                   stack parts. Also
                      supplies, parts, etc..               wasted walking


                                               Types
                 PROCESSING                                  OVERPRODUCTION
                                                 of
                                                                 Producing more
                Doing more work than           Waste             than is needed
                is necessary
                                                                 before it is needed

                                 INVENTORY
                                                     CONVEYANCE
                         Maintaining excess
                         inventory of raw mat’ls, Wasted effort to transport
                         parts in process, or     materials, parts, or
                         finished goods.          finished goods into or
                                                  out of storage, or
                                                  between
                                                  processes.




22
Organizational Adoption:
     Roles & Responsibilities

     • Champions – Facilitate the leadership,
       implementation, and deployment
     • Sponsors – Provide resources
     • Process Owners – Responsible for
       the processes being improved
     • Master Black Belts – Serve as mentors for Black Belts
     • Black Belts – Lead major Six Sigma projects
        – Typically requires 4 weeks of training

     • Green Belts – Lead minor Six Sigma teams, or serve on
       improvement teams under a Black Belt
        – Typically requires 2 weeks of training

23
A Typical Lean Six Sigma Project
     in Aerospace

     The organization notes that systems integration has been problematic
       on past projects (budget/schedule overruns)
     A Six Sigma team is formed to scope the problem, collect data from
       past projects, and determine the root cause(s)
     The team’s analysis of the historical data indicates that ineffective peer
       reviews are leaving significant errors to be found in test
     Procedures and criteria for better peer reviews are written, using best
       practices from past projects
     A pilot project uses the new peer review procedures and criteria, and
       collects data to verify they solve the problem
     The organization’s standard process and training is modified to
       incorporate the procedures and criteria, to prevent similar problems on
       future projects
24
Agenda


     • Current Challenges Facing the Aerospace Industry
     • Current Industry Approaches
        – Capability Maturity Model Integrated
        – Lean Six Sigma

     • Northrop Grumman Approach




25
Northrop Grumman Approach:
     Mission Success Requires Multiple Approaches


         Risk Management                                                        Dashboards for
                                                                                Enterprise-Wide
        Systems Engineering                 Program                              Measurement
        Independent Reviews               Effectiveness
                                                                              Communications &
          & Cost Estimates
                                                                             Best-Practice Sharing
         Training, Tools, &                     Mission
                                              Assurance &
                                                                            Robust Governance Model
            Templates
                                               Enterprise                     (Policies, Processes,
                                               Excellence                         Procedures)
                                Process                      Operations
                              Effectiveness                 Effectiveness



                                        CMMI Level 5 for
                                     Software, Systems, and
                                            Services
                                     ISO 9001 and AS-9100
                                          Certification
                                               Six Sigma
26
Organizational Infrastructure Required for
     CMMI Level 3
        Policies, Processes,                                                            Process Group          Training Program      Process Improvement
         Templates & Tools




     Measurement Repositories                                                        Best-Practice Libraries   Audits & Appraisals   Communications
       Predictive Modeling
           Defects per component




                                   25

                                   20

                                   15

                                                                               UCL
                                   10

                                    5                                          _
                                                                               X

                                    0
                                        1   11   21   31   41   51   61   71
                                                  Component #




                                                  Developing and maintaining mature processes requires
                                                       significant time and investment in infrastructure

27
Northrop Grumman Approach:
     Institutionalizing Our Improvements

       We systematically analyze quality and            We improve our process assets
       process data and trends to determine           based on internal and external best
          how to improve our processes                             practices
                                                                                                      Deployed
                         Analysis                                    Disposition                         to
                                                                                    Information       programs
      ISO/AS9100
        Findings                                 Industry
                          • Systems/                                                         Policy
                            Software
                                                Standards          Configuration
     CMMI Appraisal                                                Control Board
                            Engineering          Internal
       Findings             Process Group                                                   Process
                                               Best Practices
       Customer           • QMS Working          Six Sigma
       Comments             Group                                                         Procedures
                                                  Projects
      Independent         • Program
                                                 External                                Checklists and
         Audits             Management
                            Advisory Board     Best Practices                               Guides
     Lessons Learned
        & Metrics                                                                        Templates and
                                                                                           Examples

        Tools               eToolkit            msCAS                PAL
           Increasing
                                    StartIt!        My MS Portal        Workbench        PCDB
            program
28          efficiency
Northrop Grumman Approach:
     Lessons Learned

     • Multiple improvement initiatives helps encourage a change in behavior as
       opposed to “achieving a level”
         – Reinforces that change (improvement) is a way of life

     • Benefits results from institutionalizing local improvements across the
       wider organization
         – CMMI establishes the needed mechanisms

     • CMMI and Lean Six Sigma compliment each other
         – CMMI can yield behaviors without benefits
         – Lean Six Sigma improvements based solely on data may miss innovative
           improvements (assumes a local optimum)

     • Training over half the staff as Lean Six Sigma Green Belts has resulted in
       a change of language and culture
         – Voice of Customer, data-driven decisions, causal analysis, etc.
         – Better to understand/use tools in everyday work than to adopt the “religion”
29

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Introducing & Sustaining Change - 2010 SEPG
Introducing & Sustaining Change - 2010 SEPGIntroducing & Sustaining Change - 2010 SEPG
Introducing & Sustaining Change - 2010 SEPG
 

3 CMMI® Views

  • 1. Process Improvement in the Aerospace Industry CMMI and Lean Six Sigma USC CS510 – 9 Nov 2010 Rick Hefner, Ph.D. Northrop Grumman Corporation Rick.Hefner@ngc.com
  • 2. Agenda • Current Challenges Facing the Aerospace Industry • Current Industry Approaches – Capability Maturity Model Integrated – Lean Six Sigma • Northrop Grumman Approach 2
  • 3. NDIA Top 5 Systems Engineering Issues (2006) • Key systems engineering practices known to be effective are not consistently applied across all phases of the program life cycle. • Insufficient systems engineering is applied early in the program life cycle, compromising the foundation for initial requirements and architecture development. • Requirements are not always well-managed, including the effective translation from capabilities statements into executable requirements to achieve successful acquisition programs. • The quantity and quality of systems engineering expertise is insufficient to meet the demands of the government and the defense industry. • Collaborative environments, including SE tools, are inadequate to effectively execute SE at the joint capability, system of systems (SoS), and system levels. 3 Systems Engineering Update, NDIA Top 5 Issues Workshop. July 26, 2006. Briefing by Mr. Robert Skalamera
  • 4. Agenda • Current Challenges Facing the Aerospace Industry • Current Industry Approaches – Capability Maturity Model Integrated – Lean Six Sigma – Agile • Northrop Grumman Approach 4
  • 5. Heritage of Standards for Systems Engineering 2002 2002 ISO/IEC ISO/IEC 15504 19760 (FDIS) (PDTR) 1998 1994 EIA 2002 EIA / IS 632 ISO/IEC 632 15288 (Full Std) 1994 (Interim Standard) (FDIS) 1974 Mil-Std- 1998 1994 1969 Mil-Std- 499B IEEE 1998 EIA/IS Mil-Std- 499A (Not Released) 731 1220 IEEE 499 SE CM (Trial Use) 1220 (Interim Standard) (Full Std) 2002 CMMI- Legend SE/SW/IPPD Supersedes Source for Standards for Systems Engineering, Jerry Lake, 2002 5
  • 6. The Frameworks Quagmire Sarah A. Sheard, Software Productivity Consortium 6 http://stsc.hill.af.mil/crosstalk/1997/sep/frameworks.asp
  • 7. Two Complimentary Approaches to Process Improvement Model-Driven (e.g., CMMI) Data-Driven (e.g., Lean Six Sigma) • Determine the industry best • Clarify what your customer practice wants (Voice of Customer) – Benchmarking, models – Critical to Quality (CTQs) • Compare your current practices to • Determine what your processes the model can do (Voice of Process) – Appraisal, education – Statistical Process Control • Identify and prioritize • Identify and prioritize improvement opportunities improvement opportunities – Implementation – Causal analysis of data – Institutionalization • Anticipate your customers/ • Look for ways to optimize the competitors (Voice of Business) 7 processes – Design for Six Sigma
  • 8. Agenda • Current Challenges Facing the Aerospace Industry • Current Industry Approaches – Capability Maturity Model Integrated – Lean Six Sigma • Northrop Grumman Approach 8
  • 9. What is the Capability Maturity Model Integrated? • The CMMI is a collection of industry best-practices for engineering, services, acquisition, project management, support, and process management – Developed under the sponsorship of DoD – Consistent with DoD and commercial standards Three Constellations sharing common components and structure • CMMI for Development - used by engineering organizations • CMMI for Acquisition - used by buyers (e.g., govt. agencies) • CMMI for Services - used by service providers (e.g., help desk) 9
  • 10. The Basic Building Blocks of CMMI – 22 Process Areas Implemented by Implemented by each project the organization Project Management Engineering Support Process Management • Project Planning • Requirements • Configuration • Organizational Development Management Process Focus • Project Monitoring and • Requirements • Process and • Organizational Control Management Product Quality Process • Technical Assurance Definition • Supplier Agreement Solution • Measurement • Organizational Management • Product and Analysis Training Integration • Decision Analysis • Organizational • Integrated • Verification and Resolution Process Project • Causal Analysis Performance Management) • Validation and Resolution • Organizational • Risk Innovation and Management Deployment • Quantitative Project Management 10
  • 11. Expected Practices Provide Guidance for Implementation & Institutionalization Project Planning – Implementation Project Planning - Institutionalization SG 1 Establish Estimates GG 2 Institutionalize a Managed Process SP 1.1 Estimate the Scope of the GP 2.1 Establish an Organizational Project Policy SP 1.2 Establish Estimates of Work GP 2.2 Plan the Process Product and Task Attributes GP 2.3 Provide Resources SP 1.3 Define Project Life Cycle GP 2.4 Assign Responsibility SP 1.4 Determine Estimates of Effort GP 2.5 Train People and Cost GP 2.6 Manage Configurations SG 2 Develop a Project Plan GP 2.7 Identify and Involve Relevant SP 2.1 Establish the Budget and Stakeholders Schedule GP 2.8 Monitor and Control the Process SP 2.2 Identify Project Risks GP 2.9 Objectively Evaluate Adherence SP 2.3 Plan for Data Management GP 2.10 Review Status with Higher SP 2.4 Plan for Project Resources Level Management SP 2.5 Plan for Needed Knowledge and GG 3 Institutionalize a Defined Process Skills GP 3.1 Establish a Defined Process SP 2.6 Plan Stakeholder Involvement GP 3.2 Collect Improvement Information SP 2.7 Establish the Project Plan SG 3 Obtain Commitment to the Plan SP 3.1 Review Plans that Affect the Project SP 3.2 Reconcile Work and Resource Levels SP 3.3 Obtain Plan Commitment 11
  • 12. Practice Ratings for the Organization/Projects 12
  • 13. How is the CMMI Used for Process Improvement? IDEAL Model www.sei.cmu.edu/ideal/ 13
  • 14. Typical CMMI Benefits Cited in Literature • Reduced costs – 33% decrease in the average cost to fix a defect (Boeing) – 20% reduction in unit software costs (Lockheed • Greater Productivity Martin) – 25-30% increase in productivity within 3 years • Faster Schedules (Lockheed – 50% reduction in release Martin, Harris, Siemens) turnaround time (Boeing) – 60% reduction in re-work • Higher Quality following test (Boeing) – 50% reduction of software defects (Lockheed Martin) • Customer Satisfaction – 55% increase in award fees (Lockheed Martin) 14
  • 15. Agenda • Current Challenges Facing the Aerospace Industry • Current Industry Approaches – Capability Maturity Model Integrated – Lean Six Sigma • Northrop Grumman Approach 15
  • 16. What is Lean Six Sigma (LSS)? • Lean Six Sigma is a powerful approach to improving the work we do • LSS improvement projects are performed by teams • Teams use a set of tools and techniques to understand problems and find solutions • Lean Six Sigma integrates + tools and techniques from two proven process improvement methods 16
  • 17. Six Sigma • A management philosophy based on meeting business objectives by reducing variation – A disciplined, data-driven methodology for decision making and process improvement • To increase process performance, you have to decrease variation • Greater Too early Too late Too early Too late predictability in the process Defects Defects • Less waste and rework, which Reduce lowers costs Delivery Time variation • Products and Delivery Time services that Spread of variation Spread of variation perform better too wide compared to narrow compared to and last longer specifications specifications • Happier 17 customers
  • 18. DMAIC Roadmap Define Measure Analyze Improve Control Define Identify Explore Identify Define project needed data possible control scope data solutions method Establish Obtain Characterize Select Implement formal data set process & solution project problem Document Evaluate Implement data quality Update (pilot as improvement needed) project scope Summarize & scale & baseline Evaluate data [Hallowell-Siviy 05] 18
  • 19. DMAIC Toolkit Define Measure Analyze Improve Control Benchmark GQIM and Cause & Effect Design of Statistical Contract/Charter Indicator Diagrams/ Matrix Experiments Controls: Templates Failure Modes & Modeling Control Kano Model Data Collection Effects Analysis ANOVA Charts Voice of the Methods Customer Statistical Tolerancing Time Series Measurement Inference methods Voice of the System Robust Design Business Reliability Evaluation Analysis Systems Quality Function Thinking Non-Statistical Deployment Root Cause Controls: Analysis, includi Decision & Risk Analysis Procedural ng 5 Whys adherence Hypothesis Test PSM Perform Analysis Model Performance Mgmt Preventive measures 19
  • 20. Design for Six Sigma (e.g., DMADV) Define Measure Analyze Design Verify Define Identify Explore Develop Evaluate project customers data detailed pilot scope design Scale-up Research Design Refine Establish design VOC solution predicted formal project performance Document Benchmark Predict performance Develop pilot Quantify CTQs 20
  • 21. Lean • Series of tools and techniques refined by Toyota and called the “Toyota Production System” – Called “Lean” by Womack, Jones and Roos in The Machine That Changed the World • Focused on increasing efficiency by eliminating non-value added process steps and wasteful practices • Being adopted world-wide by both manufacturing and transactional based organizations • Utilizes tools like “Value Stream Mapping,” “Just in Time” and “Kaizen” LEAN FOCUS: ELIMINATE WASTE AND REDUCE CYCLE TIME 21
  • 22. Wastes in Production CORRECTION • MOTION WAITING Repair or Rework Any wasted motion Any non-work time to pick up parts or waiting for tools, stack parts. Also supplies, parts, etc.. wasted walking Types PROCESSING OVERPRODUCTION of Producing more Doing more work than Waste than is needed is necessary before it is needed INVENTORY CONVEYANCE Maintaining excess inventory of raw mat’ls, Wasted effort to transport parts in process, or materials, parts, or finished goods. finished goods into or out of storage, or between processes. 22
  • 23. Organizational Adoption: Roles & Responsibilities • Champions – Facilitate the leadership, implementation, and deployment • Sponsors – Provide resources • Process Owners – Responsible for the processes being improved • Master Black Belts – Serve as mentors for Black Belts • Black Belts – Lead major Six Sigma projects – Typically requires 4 weeks of training • Green Belts – Lead minor Six Sigma teams, or serve on improvement teams under a Black Belt – Typically requires 2 weeks of training 23
  • 24. A Typical Lean Six Sigma Project in Aerospace The organization notes that systems integration has been problematic on past projects (budget/schedule overruns) A Six Sigma team is formed to scope the problem, collect data from past projects, and determine the root cause(s) The team’s analysis of the historical data indicates that ineffective peer reviews are leaving significant errors to be found in test Procedures and criteria for better peer reviews are written, using best practices from past projects A pilot project uses the new peer review procedures and criteria, and collects data to verify they solve the problem The organization’s standard process and training is modified to incorporate the procedures and criteria, to prevent similar problems on future projects 24
  • 25. Agenda • Current Challenges Facing the Aerospace Industry • Current Industry Approaches – Capability Maturity Model Integrated – Lean Six Sigma • Northrop Grumman Approach 25
  • 26. Northrop Grumman Approach: Mission Success Requires Multiple Approaches Risk Management Dashboards for Enterprise-Wide Systems Engineering Program Measurement Independent Reviews Effectiveness Communications & & Cost Estimates Best-Practice Sharing Training, Tools, & Mission Assurance & Robust Governance Model Templates Enterprise (Policies, Processes, Excellence Procedures) Process Operations Effectiveness Effectiveness CMMI Level 5 for Software, Systems, and Services ISO 9001 and AS-9100 Certification Six Sigma 26
  • 27. Organizational Infrastructure Required for CMMI Level 3 Policies, Processes, Process Group Training Program Process Improvement Templates & Tools Measurement Repositories Best-Practice Libraries Audits & Appraisals Communications Predictive Modeling Defects per component 25 20 15 UCL 10 5 _ X 0 1 11 21 31 41 51 61 71 Component # Developing and maintaining mature processes requires significant time and investment in infrastructure 27
  • 28. Northrop Grumman Approach: Institutionalizing Our Improvements We systematically analyze quality and We improve our process assets process data and trends to determine based on internal and external best how to improve our processes practices Deployed Analysis Disposition to Information programs ISO/AS9100 Findings Industry • Systems/ Policy Software Standards Configuration CMMI Appraisal Control Board Engineering Internal Findings Process Group Process Best Practices Customer • QMS Working Six Sigma Comments Group Procedures Projects Independent • Program External Checklists and Audits Management Advisory Board Best Practices Guides Lessons Learned & Metrics Templates and Examples Tools eToolkit msCAS PAL Increasing StartIt! My MS Portal Workbench PCDB program 28 efficiency
  • 29. Northrop Grumman Approach: Lessons Learned • Multiple improvement initiatives helps encourage a change in behavior as opposed to “achieving a level” – Reinforces that change (improvement) is a way of life • Benefits results from institutionalizing local improvements across the wider organization – CMMI establishes the needed mechanisms • CMMI and Lean Six Sigma compliment each other – CMMI can yield behaviors without benefits – Lean Six Sigma improvements based solely on data may miss innovative improvements (assumes a local optimum) • Training over half the staff as Lean Six Sigma Green Belts has resulted in a change of language and culture – Voice of Customer, data-driven decisions, causal analysis, etc. – Better to understand/use tools in everyday work than to adopt the “religion” 29