List of Contributors
Preface
Acknowledgment
Acronyms
About the Companion Website
Part I Transforming Engineering Through Digital and Model-Based Methods 1 Mark Blackburn
1 Fundamentals of Digital Engineering 3 Mark R. Blackburn and Timothy D. West
2 Mission and Systems Engineering Methods 25 Benjamin Kruse, Brian Chell, Timothy D. West, and Mark R. Blackburn
3 Transforming Systems Engineering Through Integrating Modeling and Simulation and the Digital Thread 47 Daniel Dunbar, Tom Hagedorn, Timothy D. West, Brian Chell, John Dzielski, and Mark R. Blackburn
4 Digital Engineering Visualization Technologies and Techniques 69 Brian Chell, Tom Hagedorn, Roger Jones, and Mark R. Blackburn
5 Interactive Model-Centric Systems Engineering 91 Donna H. Rhodes and Adam M. Ross
Part II Executing Digital Engineering 111 Jon Wade
6 Systems Engineering Transformation Through Digital Engineering 113 Jon Wade
7 Measuring Systems Engineering Progress Using Digital Engineering 137 Tom McDermott, Kaitlin Henderson, Eileen Van Aken, Alejandro Salado, and Joseph Bradley
8 Digital Engineering Implications on Decision-Making Processes 149 Samuel Kovacic, Mustafa Canan, Jiang Li, and Andres Sousa-Poza
9 Expedited Systems Engineering for Rapid Capability 175 John M. Colombi
10 Scaling Agile Principles to an Enterprise 201 Michael Orosz, Brian Duffy, Craig Charlton, Hector Saunders, and Michael Shih
11 System Behavior Specification Verification and Validation (V&V) 219 Kristin Giammarco
12 Digital Engineering Transformation: A Case Study 241 Cesare Guariniello, Waterloo Tsutsui, Dalia Bekdache, and Dan DeLaurenits
Part III Tradespace Analysis in a Digital Engineering Ecosystem
Context and Implications 267 Val Sitterle
13 A Landscape of Trades: The Importance of Process, Ilities, and Practice 269 Valerie B. Sitterle and Gary Witus
14 Architecting a Tradespace Analysis Framework in a Digital Engineering Environment 293 Daniel Browne, Santiago Balestrini-Robinson, and David Fullmer
15 Set-Based Design: Foundations for Practice 317 Shawn Dullen and Dinesh Verma
16 Exploiting Formal Modeling in Resilient System Design: Key Concepts, Current Practice, and Innovative Approach 339 Azad M. Madni and Michael Sievers
17 Augmented Intelligence: A Human Productivity and Performance Amplifier in Systems Engineering and Engineered Human
Machine Systems 375 Azad M. Madni
Part IV Evaluating and Improving System Risk 393 Nicole Hutchison
18 Complexity and Risk in Systems Engineering 395 Roshanak R. Nilchiani
19 Technical Debt in the Engineering of Complex Systems 419 Ye Yang and Dinesh Verma
20 Risk and System Maturity: TRLs and SRLs in Risk Management 435 Brian Sauser
21 Managing Risk 463 Michael Orosz
Part V Model-Based Design of Safety, Security, and Resilience Systems 471 Tom McDermott
22 Concepts of Trust and Resilience in Cyber-Physical Systems 473 Thomas McDermott, Megan M. Clifford, and Valerie B. Sitterle
23 Introduction to STPA-Sec 489 Cody Fleming
24 The "Mission Aware" Concept for Design of Cyber-Resilience 507 Peter A. Beling, Megan M. Clifford, Tim Sherburne, Tom McDermott, and Barry M. Horowitz
25 The "FOREST" Concept and Meta-Model for Lifecycle Evaluation of Resilience 523 Tim Sherburne, Megan M. Clifford, Barry M. Horowitiz, Tom McDermott, and Peter A. Beling
26 The Cyber Security Requirements Methodology and Meta-Model for Design of Cyber-Resilience 539 Tim Sherburne, Megan M. Clifford, Barry M. Horowitz, and Peter A. Beling
27 Implementation Example: Silverfish 555 Tim Sherburne, Megan M. Clifford, and Peter A. Beling
Part VI Analytic Methods for Design and Analysis of Missions and Systems-of-Systems 581 Dan DeLaurenits
28 Unique Challenges in System of Systems Analysis, Architecting, and Engineering 583 Judith Dahmann and Dan DeLaurenits
29 System of Systems Analytic Workbench 601 Cesare Guariniello, Payuna Uday, Waterloo Tsutsui, and Karen Marais
30 Computational Intelligence Approach to SoS Architecting and Analysis 637 Cihan Dagli, Richard Threlkeld, and Lirim Ashiku
31 Unique Challenges in Mission Engineering and Technology Integration 665 Michael Orosz, Brian Duffy, Craig Charlton, Hector Saunders, and Ellins Thomas
32 Reference Architecture: An Integration and Interoperability-Driven Framework 683 Joel S. Patton and James D. Moreland
33 Mission Engineering Competency Framework 697 Gregg Vesonder and Nicole Hutchison
Part VII Applying Systems Engineering to Enterprise Systems and Portfolio Management 713 Dan DeLaurenits
34 Central Challenges in Modeling and Analyzing Enterprises as Systems 715 William B. Rouse
35 Methods for Integrating Dynamic Requirements and Emerging Technologies 729 William B. Rouse and Dinesh Verma
36 Portfolio Management and Optimization for System of Systems 747 Frank Patterson, David Fullmer, Daniel Browne, and Santiago Balestrini-Robinson
37 Assessing Benefits of Modularity in Missions and System of Systems 775 Navindran Davendralingam, Cesare Guariniello, and Lu Xiao
Part VIII Systems Education and Competencies in the Age of Digital Engineering, Convergence, and AI 789 Nicole Hutchison
38 Using the Systems Engineering Body of Knowledge (SEBoK) 791 Nicole Hutchison, Art Pyster, and Rob Cloutier
39 Understanding Critical Skills for Systems Engineers 805 Nicole Hutchison
40 Evolving University Programs on Systems Engineering 817 Paul T. Grogan
41 Evolving University Programs for the Other 95% of Engineers: A Capstone Marketplace 827 William Shepherd
Index.