mbse extravaganza experience and application of mbse · platform n platform 1 code/obj test data...
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© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission.
MBSE Extravaganza Experience and Application of MBSE
Changan UK R&D Centre
Andy Howells – Head of Powertrain Control and Electronics
February 2019
Context – Three-plus-two Packages
Copyright © 2018 2
ImplementationApproach System
Process Set
Tool
Visualisation
Framework
Ontology Viewpoint
ModelSystem
View
Notation
Diagram
Compliance
Standard
1..*
1..*
implements
1..*
1
abstracts
1..*
1..*complies with
1..*
1
is consistentwith
1..*
1 1..*
1..*
complies with
1..*
1..*
visualises
1
1..*
is based on
1
1..*
implements
1..*
1..*describes how
to use1..*
1
is consistentwith
1..*
1
defines templatefor
1..*
1..*
Context – Evolution
Copyright © 2019 3
Stage 1: Document-
based
Stage 2: Document-
centric
Stage 3: Model-
enhanced
Stage 4: Model-centric
Stage 5: Model-based
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 4
1. Introduction and Experiences
2. MBSE in Context
3. Bringing Everything Together – Example
4. MBSE Considerations and Issues
5. Summary
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 5
Introduction
30th Year in Engineering
Joined INCOSE in 1995
Passion for System Engineering
“Develop Complex Systems as simply and efficiently as possible”
Experiences
Education
Knowledge
Training
Application
Mentoring
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 6
13 Years
CONTEXT Post Cold War “Option for Change”
• Capability Development
• Better equipped smaller forces
• A drive to reduce Procurement costs with better Systems Engineering application?
Key Experiences BEng. Sponsorship, Variety, experience, importance
of mentoring and quality training
DOORS – Doesn’t make you a Requirements Engineer.
It’s all about the end user – Reliable and Simple
Functional based Textual based requirements are hard to get right
MODAF - View Points and Architecture Frameworks the Future?
Experience Summary
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
11 Years
7
Interface
management
Interface
management
•System Arch. Analysis
•Derive Sub-system Options
•Sub-system Trade Studies
•Sub-system Analysis
•Enterprise Analysis
•System of Systems
•Stakeholder Analysis
•Context System Analysis
•Use Case Analysis
•System Trade Studies
•Behaviour Analysis
•Physical Analysis
• Functional Analysis
D O D A F
User
Requirement
s
User
Requirement
s
Con
Ops
Con
Ops
System
Requirement
s
System
Requirement
s
Subsystem
Specs
Subsystem
Specs
Validation
Strategy
Validation
Strategy
Reference
Model
Reference
Model
Algorithm
Spec
Algorithm
Spec
•Sub-system Development
•Software Design
•Hardware Design
• Integration
• Trials
Software
Code
Software
Code
HardwareHardware
Activities
Outputs
System
Architecture
Model
ALGO
MODEL
(MATLAB SIMULINK)
PERFORMANCE
MODEL
(MATLAB SIMULINK,
SME TOOLS)
S/W REALISATION
MODEL (UML)
SOFTWARE
TESTING
MODEL (UML)
PIM
PLATFORM n
PLATFORM 1
Code/Obj
Test Data
Reusable Components
Design Patterns
Code Insert for
Performance Model
ALGO
MODEL
(MATLAB SIMULINK)
PERFORMANCE
MODEL
(MATLAB SIMULINK,
SME TOOLS)
S/W REALISATION
MODEL (UML)
SOFTWARE
TESTING
MODEL (UML)
PIM
PLATFORM n
PLATFORM 1
Code/Obj
Test Data
Reusable Components
Design Patterns
Code Insert for
Performance Model
D O D A F
Enterprise
Model
Sub-System
Model
MBSE
MBSE/
MDA
MDA
Interface
management
Interface
management
•System Arch. Analysis
•Derive Sub-system Options
•Sub-system Trade Studies
•Sub-system Analysis
•Enterprise Analysis
•System of Systems
•Stakeholder Analysis
•Context System Analysis
•Use Case Analysis
•System Trade Studies
•Behaviour Analysis
•Physical Analysis
• Functional Analysis
D O D A FD O D A F
User
Requirement
s
User
Requirement
s
Con
Ops
Con
Ops
System
Requirement
s
System
Requirement
s
Subsystem
Specs
Subsystem
Specs
Validation
Strategy
Validation
Strategy
Reference
Model
Reference
Model
Algorithm
Spec
Algorithm
Spec
•Sub-system Development
•Software Design
•Hardware Design
• Integration
• Trials
Software
Code
Software
Code
HardwareHardware
Activities
Outputs
System
Architecture
Model
ALGO
MODEL
(MATLAB SIMULINK)
PERFORMANCE
MODEL
(MATLAB SIMULINK,
SME TOOLS)
S/W REALISATION
MODEL (UML)
SOFTWARE
TESTING
MODEL (UML)
PIM
PLATFORM n
PLATFORM 1
Code/Obj
Test Data
Reusable Components
Design Patterns
Code Insert for
Performance Model
ALGO
MODEL
(MATLAB SIMULINK)
PERFORMANCE
MODEL
(MATLAB SIMULINK,
SME TOOLS)
S/W REALISATION
MODEL (UML)
SOFTWARE
TESTING
MODEL (UML)
PIM
PLATFORM n
PLATFORM 1
Code/Obj
Test Data
Reusable Components
Design Patterns
Code Insert for
Performance Model
D O D A FD O D A F
Enterprise
Model
Sub-System
Model
MBSE
MBSE/
MDA
MDA
Experience Summary
CONTEXT Reduce costs and Quicker to Market
System Complexity Increasing
International Collaboration
Convergence and modern practices in engineering methods & tools
• Systems & Software convergence (SysML and UML)
• Electronics & Mechanical treated as part of the system (SysML supports this!)
Key Experiences
System Design/Architect Lead – key role!
International Team work and Collaboration: Diagrams are much easier to share and understand.
Progressive introduction of SE and MBSE
Senior Management Sponsorship and Patience – no overnight solutions!
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
6 Years
8
CONTEXT Chinese Automotive Company
Move to develop own products using 7 Research and Development centres
Changan UK Focus on developing homegrown Powertrains
“Green Field” site for Engineering capability
Drive for Energy Efficiency and Low Emission
Key Experiences Started with very little infrastructure
Built a team, design/deliver products and build capability at the same time!
Understand the problem space – gather data and facts!
System Engineering and Model Based System Engineering (MBSE) – initial focus on control systems
Development of Capability Pyramids
Experience Summary
Context – Evolution
Copyright © 2019 9
Stage 1: Document-
based
Stage 2: Document-
centric
Stage 3: Model-
enhanced
Stage 4: Model-centric
Stage 5: Model-based
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 10
MBSE Journey at Changan
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 11
• Traditionally used in Aerospace, Defence and Nuclear Industries, the automotive industry are now becoming more aware of the importance of defining a system architecture
• Means of defining a system from a number of perspectives and levels of abstraction is becoming essential!
• Architecture Frameworks such as AUTOSAR are being devised to provide standardised descriptions of automobile systems.
• To understand how systems work together to deliver functionality
• To be able to join up systems into “systems of systems”
• Model Based System Engineering (MBSE) utilising System Modelling Language (SysML) is becoming a standard language for defining Systems
• A common language to describe systems
• To enable re-use of system and software components
• Computer-Aided Systems Engineering (CASE) tools for system analysis and design are becoming more powerful and mature
• E.g. IBM Rhapsody, Artisan Studio, Enterprise Architect, Magic Draw
Automotive Industry and System Engineering
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
My Job Spec (2013)
12
Key Challenge: To develop a highly complex hybrid Powertrain in a multinational environment The need for effective collaboration The management of engineering complexity How to Introduce and develop the use of System
Engineering Ensure we consider modularity and re-use
Improve the quality of Changan products
Key Challenge: Development of a highly complex product in a multi-national environment.
The Challenge
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 13
Historically Changan commit most resources during Product Realisation and Production phases. Observations:
• Concept phases based on competitors or existing designs;
• Engineering focus on Physical rather than functional design;
• Lack of formal requirements; • Too many Technical Issues found
during Production and Test; • Lack of “System” Thinking.
Focusing on good System Engineering principles including Requirements and Design were seen as key enablers.
Problems and Challenges (2013)
Initial Analysis and Benchmark
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
1st Introduction to MBSE (2014)
14
“Didn’t tell anyone that I was using MBSE – Very simple training/facilitation required. Didn’t worry too much about SysML compliance”
• Used as a basis for me to learn about advanced Powertrains and how they work!
• Most work undertaken on Whiteboards • results captured in toolset later.
• Used simple Use Case Analysis as an introduction
• Simple templates with a focus on making sure the whole project team had a common understanding of how the system should behave!
• Common Item Definition boundary diagrams
• A common diagram that has a common understanding of the physical architecture and system/sub-system names and structure.
1st MBSE Application
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
Basic MBSE Results and Benefits (2014)
15
“The MBSE approach deployed on the project has already realised significant benefits and reduced technical risks “ Vice President Changan
• Basic Use Case Analysis completed • Observations against Traditional Projects:
Common Understanding Complexity Managed Improved Collaboration
Structured and clearer
Requirements Issues found Earlier
1st MBSE Application
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
MBSE/SE Implementation Strategy
16
CAUK key SE/MBSE Implementation Strategy: • Gain sponsorship from Changan
senior management • Set up a well-funded capability
team focusing on System Engineering improvement
• Phased introduction approach with carefully selected external support
• Document Process, methods and tools (ongoing)
Changan UK strategy will focus on People First then Infrastructure, Process and finally Tools
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 17 17
Page 17
Sponsorship Disciples and Islands Leadership and Mindfulness Recognition of Challenge Mentoring and Architects System Thinking Competency Development Expert Help
MBSE Graphical Based Design approach
Approach to Context based Requirements Engineering (ACRE)
AUTOSPICE Scalable Ontology development System and Software Architectures
Whiteboards! Infrastructure and toolset capability Phased Introduction Collaborative Environments Toolset aligns with our Process, Method
and People needs Good Quality Output
Capability Pyramid - Strategy
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 18
What is MBSE?
Use of Diagrams rather than Words! Provides an approach for designing the system
The system is designed in levels The higher level design provides the context for the next level down
The requirements at each level come from the higher level context Different stakeholders have different perspectives on the system at each level Each perspective has needs of the system that are translated into requirements
Provides context for the system requirements Helps validate that they are complete and testable
Emphasises the importance of making the system design visible The evolving design is defined in a standardised way throughout the development using a model Enabling the expression of required system behaviour at each level Enabling definition of the designed system functions and structure including its interfaces
Facilitates design of modular systems and re-use of components True model-based systems engineering requires
–People –Process –Tools
MBSE is part of wider Changan Approach to Systems Engineering (CHASE)
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
Engineers with technical knowledge
People and Infrastructure
19
External expertise for MBSE
Project Management support
Training / Consultancy / Workshops to ensure common understanding
Architects (monitoring process)
Technical Lead
Engineers with SE / MBSE knowledge
Without control project will fail!
Project room + facilities
Successful team requires a range of skills
Team
The Teamwork Balance needed for MBSE!
Don’t overpromote MBSE – It’s just System Engineering using Models.
Leadership Facilitator Mentor
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 20
IT infrastru
cture
IT建设
System Architecture & requirements development 系统架构&需求开发
System domain analysis & concept development 系统范围分析&概念开发
MBSE Application at Changan so far!
System Team responsible for ensuring we have a common System Architecture (Interfaces), requirements, System DVP.
Need for effective Information Management, toolset and IT Infrastructure Essential to managing Requirements and Design information.
Configuration Management and Control essential to control requirements and design information.
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 21
System modelling using CHASE enables consistent and technically correct implementation confidence in the system design
Historically disciplines working in isolation resulted in fragmented design with low confidence
Auditing of CHASE is led by automated model validation and tailored process training
CHASE unifies the design space making it easier to track overall progress and check consistency
Requirements
System Model
Functions
Interface Spec’s
Test Spec’s
Safety Analysis
Failure Modes
Changan Approach to Systems Engineering (CHASE)
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
Hardware delivery
Changan Approach to System Engineering (CHASE)
22
CHASE has defined a way to transform the historical approach to develop an integrated holistic design.
Implementation
Test Test Specifications
and Procedures
System Design
Safety Diagnostics
Holistic System Design from single source
CHASE team Delivery teams: Mechanical Design
Software Design Calibration Integration
Test Quality
Manufacturing
Review process All input for
implementation is provided from a single consistent source
Test and validation procedures defined to verify requirements and capture lessons learnt
Software delivery
Test Plans
CHASE
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 23
CHASE – Changan Approach to System Engineering
SE Approach
CHASE from basic MBSE and Industry Concepts with Expert help.
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
bdd [Package] Presentation [Requirements Ontology - High-Lev el]
«block»
Rule
«block»
Context
«block»
Use Case
«block»
System Context
«block»
Need
«block»
Source Element
«block»
Need Description
«block»
Scenario
«block»
Feature
«block»
Goal
«block»
Requirement
«block»
Stakeholder
Context
«block»
Project Context
«block»
Organisational
Context
«block»
Process Context
«block»
Assumption
«block»
Test Specification1..*
validates
1..*
1..*meets
1..*
1
is related to
0..*
0..*
confirms
0..*
1
is related to
0..*
{incomplete}
1..*
validates
1..*
1..*
constrains
1..*
1
is needed to deliver
0..*
1
is related to
0..*
1..*
is elicited from
1..*
0..*
justifies
1..*
1
describes
1
1
is related to
0..*
1..*
describes the context of
1..*
1..*
is needed to deliver 1
5. Process and Methods
24
ACRE approach adapted for Changan context
Concept of Goals, Features and Requirements added
Concept of Assumption added to allow project
to progress in the absence of required
information at the start of the project
Defining the Ontology is critical to ensure common working style and consistent approach – without this the model is just a database
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 25
Bringing Everything Together SE/MBSE in the Real World The Creep Example “Vehicle behaviour when utilising an automatic transmission resulting in controlled movement when you let off the brake without accelerator pedal input”
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
Problems and Challenges
26
Key Challenge: To develop a highly complex hybrid vehicle in a multinational environment The main problems specifically faced for the Changan team are: The need for effective collaboration The management of engineering complexity How to Introduce and develop the use of MBSE Ensure we Consider modularity and re-use Improve the quality of Changan Products
Key Challenge: Development of a highly complex product in a multi-national environment
With the support of industry expertise, CAUK has made the strategic decision to apply an enhanced System Engineering approach and methods for a new hybrid vehicle project.
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
Project Background
27
Gen 1 Hybrid Prototype Vehicle
Context • 1st Generation project (2014-2016)
• Low SE/MBSE application • Benchmark and Issues tracked • Lessons learned
• 2nd Generation project (2017 - ) • SE/MBSE focus on key features across the “V” • Development of System and SW Architectures • Integration of key disciplines (System, SW,
HW Functional Safety etc.)
• One Feature “Creep” used to assess MBSE effectiveness and assessment of progress
• Gen2 development applied to Gen 1 Vehicle to
assess effectiveness of MBSE approach Gen 2 Hybrid Prototype Vehicle
Context
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 28
Creep Issue Analysis (Gen 1 Project) Root Cause
Analysis
Issue Found
Many Driveability and Performance Issues
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 29
Creep Development – Gen 1 (Traditional) vs Gen 2 (MBSE)
Technical Spec issue 1 Technical Spec issue 2
Technical Spec issue 3
Technical Spec issue 1
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
DR
OM
EM
TM
RD
Why develop a new System/SW Architecture?
GEN 1 Powertrain Control Unit Approach
GEN 2 Powertrain Control Unit Approach
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
Behavioural Model
Implementation Model
Implementation Model
Logical Model
Implementation Model
Implementation Model
This concept is based on experience and industry examples but implemented quicker.
Model Approach
31
Models allow reuse of the system design in multiple contexts driving effort reduction and consistency in implementation.
Behavioural model focuses on the traditional approach of “features” within an Automotive context
2014 - 2015
Combining Behavioural and Logical Models allows application to multiple implementations
Model Concept
Gen 1 Gen 2.1 Gen 2.2 Gen 2.3
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 32
System modelling using CHASE enables consistent and traceable design documentation to support the implementation and validation.
Creep System Engineering Process Output
Behaviour Feature Specification
Feature Test Specification
Feature Test Procedure
Target Book
Implementation Design Specification
Implementation Test Specification
Implementation Test Procedure Implementation (HW and SW)
Feature List
Functional Requirements
Implementation Requirements
Non-Functional Design Specification
Targets
RE-USEABLE
PROJECT SPECIFIC
Model Output
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 33
System Design SW Design and Test Vehicle Test
Adapting MBSE Approach for Changan Working Environment
Tailored MBSE Approach
Scenarios
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission
Creep – Different Contexts and Views
34
System Design Specifications provide information to define the required function and Performance.
Scenarios Requirements Views
SSV [UMLDiagram] Calculate Creep Power Demand Connectiv ity [Calculate Creep Power Demand Connectiv ity]
«operation»
Calculate Creep
Power Demand
Physical
«internal message»
Creep Power Demand
«operation»
Calculate
Tractiv e Power
Demand Physical
«internal message»
Driv e Mode
«internal message»
Vehicle Speed
«internal message»
Brake Demand
«internal message»
Power Demand Mode
«internal message»
Driv er Demand
Minimum Power Limit
«operation»
Arbitrate Driv e
Modes Physical
«operation»
CAN 1 Digital
Signal
Conv ersion
«operation»
Calculate Driv er
Demanded
Power Physical
«internal message»
Tractiv e Power
Permission
«operation»
Arbitrate Tractiv e
Phase Physical
«receive»«receive»«receive»«receive» «send»
«send»
«send»
«send»
«receive»
«send»
«send»«send» «receive»«receive»System Contexts & Interfaces
Validation Views
Tractive Phase
Non-Tractive Phase
Standby
Activ e
Initial Shut Down
Inactive [Tractive Power
= Denied]
Active [Tractive
Power = Permitted]States
Tailored MBSE Approach
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 35
Creep – Test Vehicle Results (Gen 1 vs Gen 2 on same vehicle)
Old Strategy Gen 1 strategy – Poor Control!!!
New Gen 2 Strategy – Smooth!!!
New Strategy = 78% less energy used for
comparable scenario
Test Vehicle was updated with new software, debugged and running in 1 day Results show that software behaved as expected and showed benefits for system
control and performance
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 36
New development approach requires more upfront effort, but overall provides a significant saving in project resource and timing and delivers a more robust solution.
Metric Comparator
Gen 1 – Creep Approach Gen 2 Creep Approach
Up to 78% less energy usage
No of Creep technical requirements 5 75
No of design scenarios/Use Cases 1 36
No of unique test cases 3 36 Number of issues logged
43 6
Time of develop the requirements and initial
design ~20 man days (SW supplier) 45 man days
Time to debug and test
Model In the Loop (MiL)
>5 man days
(Several find and fix issues)
1 man day
Time to integrate into vehicle (Basic Operation) >5 man days 1 man day
Time to debug and validate requirements >> 60 man days
(4 additional SW Releases)
2 man days
(1 additional SW release)
Total: >> 90 days 49 days
Metric Evidence
Creep: Non MBSE vs MBSE Approach (On same Gen 1 vehicle)
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 37
MBSE – Considerations, Drawbacks and Issues
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 38
Although there are many advantages to adopting MBSE there are several considerations, drawbacks and issues to address: CONTEXT, CONTEXT, CONTEXT
Is MBSE the right approach for you and the application you are considering? Management want to see a Return on Investment.
Building a business case is tricky (seek help and advice) Gaining sponsorship is key!
Don’t over promise and under deliver. Like any new process/methodology it takes time for it to become effective Expect Resistance to Change and manage it! Pick a good example – Typically something that is complex or has been challenging to understand
with existing processes. Use Expertise and Consultants
Try and define what you want first Build a solid foundation - Process, Framework, Ontology etc… Can be costly – focus on improving areas of perceived weakness
Carefully consider the Toolset solution Rubbish in – Rubbish out Can be very expensive investment The more complex the tool the more training you will need Consider Tool interoperability
MBSE – Considerations, Drawbacks and Issues
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 39
Summary
© 2019. Changan UK R&D Centre Limited. Copyright © (2019) by (Andy Howells). Published and used by Scarecrow Ltd with permission 40
Summary
Summary
• Capability Pyramid Development • People, Process, Tools balance
• MBSE tailored and successfully applied • Context, Models, Complexity management • Ontology and Frameworks tailored to you
• Manage MBSE introduction • Build capability gradually • Consultant support, managed business case with
worked example
Thank you – Q&A