Difference between revisions of "Matrix of Implementation Examples"

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Below is a matrix which maps the SEBoK [[Systems Engineering Implementation Examples]] to knowledge areas in the [[SEBoK 0.5 Outline|Systems Engineering Body of Knowledge (SEBoK)]]. The matrix provides both a list of potential systems engineering implementation examples for topics of interest, and a list of relevant topics for each implementation example.  Since the number of topics in the SEBoK is extensive, only a subset are included here for clarity.  See the implementation example of interest and the corresponding SEBoK topic for more specifics on the illustration of the topic.
+
----
 +
'''''Lead Authors:''''' ''Heidi Davidz, Alice Squires, Tom Hilburn'', '''''Contributing Authors:''''' ''Alex Lee, John Brackett, Richard Turner''
 +
----
 +
The following matrix maps the [[Systems Engineering Implementation Examples]] to topics in the [[SEBoK Table of Contents|Systems Engineering Body of Knowledge (SEBoK)]]. It provides both a list of systems engineering implementation examples for topics of interest, and a list of relevant topics for each implementation example.  Since the number of topics in the SEBoK is extensive, only a subset is included here for clarity.  For additional information, see the example of interest and the corresponding SEBoK topic.
  
 
+
==Organization and Mapping of Examples to the SEBoK==
As space is limited in the matrix, the following abbreviations are used for the implementation examples:
+
The following short titles shown in Table 1 are used for the implementation examples:  
{|
+
 +
{| align="center"
 +
|+'''Table 1.  Short Titles for the SEBoK Examples.'''  (SEBoK Original)
 +
|-
 +
! scope="col" colspan="2" | Case Studies
 +
|-
 +
|'''BT'''
 +
|Business Transformation
 +
|-
 +
|'''ATC'''
 +
|NextGen Air Traffic Control
 +
|-
 +
|'''NASA'''
 +
| NASA's Mission to Saturn
 +
|-
 +
|'''HST'''
 +
|Hubble Space Telescope
 +
|-
 +
|'''GPS'''
 +
|Global Positioning System
 +
|-
 +
|'''GPS II'''
 +
|Global Positioning System II
 +
|-
 +
|'''Radiation'''
 +
|Medical Radiation
 +
|-
 +
|'''FBI VCF'''
 +
|FBI Virtual Case File System
 +
|-
 +
|'''MSTI'''
 +
|Miniature Seeker Technology Integration
 +
|-
 +
|'''Infusion Pump'''
 +
|Next Generation Medical Infusion Pump
 +
|-
 +
|'''DfM'''
 +
|Design for Maintainability
 +
|-
 +
|'''CAS'''
 +
|Complex Adaptive Operating System
 +
|-
 +
|'''PM'''
 +
|Project Management
 +
|-
 +
|'''TS'''
 +
|Taxi Service
 +
|-
 +
|'''SWFTS'''
 +
|SWFTS MBSE
 
|-
 
|-
|HST
+
|'''Bag Handling'''
|Hubble Space Telescope Case Study
+
|Denver Airport Baggage Handling System
|
 
|IDEF
 
|GE Birth of IDEF Vignette
 
 
|-
 
|-
|GPS
+
|'''VA Sub'''
|Global Positioning System Case Study
+
|Virginia Class Submarine
|
 
|VA Sub
 
|Virginia Class Submarine Vignette
 
 
|-
 
|-
|Radiation
+
|'''Route Mod'''
|Medical Radiation Case Study
+
|UK West Coast Route Modernisation Project
|
 
|Route Mod
 
|UK West Coast Route Modernisation Project Vignette
 
 
|-
 
|-
|FBI VCF
+
|'''Water Mgmt'''
|FBI Virtual Case File Case Study
+
|Singapore Water Management
|
 
|Water Mgmt
 
|Singapore Water Management Vignette
 
 
|-
 
|-
|MSTI
+
|'''FAA AAS'''
|MSTI Case Study
+
|FAA Advanced Automation System
|
 
|FAA AAS
 
|FAA AAS Vignette
 
 
|-
 
|-
|Infusion Pump
+
|'''Light Rail'''
|Next Generation Medical Infusion Pump Case Study
+
|Standard Korean Light Transit System
|
 
|Light Rail
 
|Korean Light Rail Vignette
 
 
|-
 
|-
|Bag Handling
+
|'''TMT'''
|Denver Airport Baggage Handling System Vignette
+
|Thirty-Meter Telescope
 
|}
 
|}
  
 +
Table 2 shows how the topics (each row) align with the first set of implementation examples (each column):
  
{|
+
{| align="center"
|+'''Implementation Examples.''' Coverage of SEBoK Topics for Each Case Study and Vignette.
+
|+'''Table 2. Implementation Examples based on published case studies.''' (SEBoK Original)
 
!SEBoK Topic
 
!SEBoK Topic
![[Hubble Space Telescope Case Study|HST]]
+
!BT
![[Global Positioning System Case Study|GPS]]
+
!ATC
![[Medical Radiation Case Study|Radiation]]
+
!NASA
![[FBI Virtual Case File System Case Study|FBI VCF]]
+
!HST
![[MSTI Case Study|MSTI]]
+
!GPS
![[Next Generation Medical Infusion Pump Case Study|Infusion Pump]]
+
!GPS II
![[Denver Airport Baggage Handling System Vignette|Bag Handling]]
+
!Radiation
![[GE Birth of IDEF Vignette|IDEF]]
+
!FBI VCF
![[Virginia Class Submarine Vignette|VA Sub]]
+
!MSTI
![[UK West Coast Route Modernisation Project Vignette|Route Mod]]
+
!Infusion Pump
![[Singapore Water Management Vignette|Water Mgmt]]
+
!DfM
![[FAA AAS Vignette|FAA AAS]]
+
!CAS
![[Korean Light Rail Case Study|Light Rail]]
+
!PM
 +
!TS
 +
!SWFTS
 +
!NHS
 
|-
 
|-
![[Systems]]
+
|[[Systems Thinking]]
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 +
!X
 +
!X
 
|
 
|
 +
!X
 +
!X
 +
!X
 +
!X
 +
!X
 +
!X
 
!X
 
!X
 
|
 
|
 
|
 
|
 +
|-
 +
|[[Representing Systems with Models|Models and Simulation]]
 +
|
 +
!X
 +
!X
 
|
 
|
 
|
 
|
 
!X
 
!X
 
|
 
|
 +
|
 +
|
 +
|
 +
|
 +
|
 +
!X
 +
!X
 +
!X
 
|
 
|
 
|-
 
|-
![[Systems Thinking]]
+
|[[Product Systems Engineering]]
 +
|
 +
|
 +
|
 +
!X
 +
!X
 +
|
 +
!X
 +
!X
 +
|
 +
|
 
|
 
|
 
|
 
|
Line 85: Line 154:
 
|
 
|
 
!X
 
!X
 +
|-
 +
|[[Service Systems Engineering]]
 +
|
 
|
 
|
 
!X
 
!X
 
|
 
|
 
|
 
|
 +
!X
 
|
 
|
 
|
 
|
 
|
 
|
 +
|
 +
|
 +
|
 +
|
 +
!X
 +
|
 +
!X
 
|-
 
|-
![[Life Cycle Models]]
+
|[[Enterprise Systems Engineering]]
 +
!X
 +
!X
 
!X
 
!X
 +
|
 +
|
 +
!X
 +
|
 +
|
 +
|
 
|
 
|
 
|
 
|
Line 100: Line 188:
 
!X
 
!X
 
!X
 
!X
 +
|
 +
!X
 +
|-
 +
|[[Systems of Systems (SoS)]]
 +
!X
 +
!X
 +
|
 +
|
 +
|
 +
!X
 +
|
 +
|
 +
|
 
|
 
|
 
|
 
|
Line 108: Line 209:
 
!X
 
!X
 
|-
 
|-
![[Mission Analysis and Stakeholders Requirements]]
+
|[[Life Cycle Models]]
 +
!X
 +
|
 +
|
 +
!X
 +
!X
 +
|
 +
|
 
|
 
|
 +
!X
 +
!X
 +
!X
 +
!X
 
|
 
|
 
|
 
|
 
!X
 
!X
 
|
 
|
 +
|-
 +
|[[Business or Mission Analysis]]
 +
!X
 
!X
 
!X
 
|
 
|
Line 119: Line 234:
 
|
 
|
 
!X
 
!X
 +
|
 +
!X
 +
|
 
!X
 
!X
 +
|
 
|
 
|
 
!X
 
!X
 +
!X
 +
|
 +
|
 
|-
 
|-
![[System Requirements]]
+
|[[Stakeholder Needs and Requirements]]
 
!X
 
!X
 
!X
 
!X
Line 135: Line 257:
 
!X
 
!X
 
|
 
|
 +
|
 +
!X
 
!X
 
!X
 
!X
 
!X
 +
|
 
|-
 
|-
![[Architectural Design]]
+
|[[System Requirements]]
 
|
 
|
!X
 
 
|
 
|
 
|
 
|
 
!X
 
!X
 
!X
 
!X
 +
|
 +
|
 
!X
 
!X
 
|
 
|
 
!X
 
!X
 +
|
 
|
 
|
 
!X
 
!X
 
!X
 
!X
 
!X
 
!X
 +
|
 
|-
 
|-
![[System Analysis]]
+
|[[System Architecture]]
 +
!X
 +
!X
 +
|
 +
|
 +
!X
 +
!X
 +
|
 
|
 
|
 
!X
 
!X
 +
!X
 +
|
 +
|
 +
|
 
|
 
|
 
|
 
|
 +
|
 +
|-
 +
|[[System Analysis]]
 
|
 
|
 
|
 
|
 
!X
 
!X
 +
|
 
!X
 
!X
 +
|
 +
|
 +
|
 +
|
 
|
 
|
 
|
 
|
Line 167: Line 314:
 
!X
 
!X
 
!X
 
!X
 +
|
 +
|
 
|-
 
|-
![[System Implementation]]
+
|[[System Implementation]]
 +
|
 +
|
 +
|
 
|
 
|
 
!X
 
!X
Line 176: Line 328:
 
|
 
|
 
|
 
|
 +
!X
 
|
 
|
 
|
 
|
 +
!X
 
|
 
|
 
|
 
|
 +
|-
 +
|[[System Integration]]
 +
!X
 
|
 
|
 
!X
 
!X
|-
 
![[System Integration]]
 
 
!X
 
!X
 
!X
 
!X
 +
!X
 +
|
 
|
 
|
 +
!X
 
|
 
|
 
!X
 
!X
 
|
 
|
 
!X
 
!X
 +
!X
 +
|
 
|
 
|
 +
|-
 +
|[[System Verification]]
 
|
 
|
 
|
 
|
Line 197: Line 359:
 
|
 
|
 
!X
 
!X
|-
 
![[System Verification and Validation]]
 
 
|
 
|
!X
 
 
!X
 
!X
 
|
 
|
 
!X
 
!X
 
!X
 
!X
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|-
 +
|[[System Validation]]
 
!X
 
!X
 
|
 
|
 
|
 
|
 
|
 
|
 +
!X
 +
!X
 +
!X
 
|
 
|
 
!X
 
!X
 
!X
 
!X
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|
 
|-
 
|-
![[System Deployment]]
+
|[[System Deployment]]
 +
|
 +
|
 +
|
 
|
 
|
 +
!X
 
!X
 
!X
 
|
 
|
Line 220: Line 400:
 
|
 
|
 
|
 
|
 +
!X
 
|
 
|
 
|
 
|
Line 225: Line 406:
 
|
 
|
 
|
 
|
|
 
!X
 
 
|-
 
|-
![[Operation of the System]]
+
|[[Operation of the System]]
 
|
 
|
!X
 
 
|
 
|
 
|
 
|
 
|
 
|
 +
!X
 
!X
 
!X
 
|
 
|
 
|
 
|
 +
|
 +
!X
 +
!X
 
|
 
|
 
|
 
|
Line 243: Line 425:
 
!X
 
!X
 
|-
 
|-
![[System Maintenance]]
+
|[[System Maintenance]]
 +
|
 +
|
 +
|
 
|
 
|
 
|
 
|
Line 258: Line 443:
 
!X
 
!X
 
|-
 
|-
![[Logistics]]
+
|[[Logistics]]
 +
|
 +
|
 +
|
 +
|
 
|
 
|
 
|
 
|
Line 265: Line 454:
 
|
 
|
 
|
 
|
!X
 
 
|
 
|
 
|
 
|
Line 273: Line 461:
 
|
 
|
 
|-
 
|-
![[Planning]]
+
|[[Planning]]
 +
!X
 +
!X
 +
|
 
!X
 
!X
 +
|
 
|
 
|
 
|
 
|
Line 280: Line 472:
 
|
 
|
 
!X
 
!X
 +
|
 +
|
 
!X
 
!X
 +
|
 +
|
 +
|
 +
|-
 +
|[[Assessment and Control]]
 +
|
 +
|
 +
|
 +
|
 
|
 
|
 
|
 
|
Line 286: Line 489:
 
!X
 
!X
 
!X
 
!X
 +
|
 +
|
 +
|
 
!X
 
!X
 +
!X
 +
|
 +
|
 
|-
 
|-
![[Assessment and Control]]
+
|[[Risk Management]]
 +
|
 
|
 
|
 +
!X
 +
!X
 +
!X
 +
!X
 +
!X
 +
!X
 
|
 
|
 
!X
 
!X
 +
|
 
!X
 
!X
 
!X
 
!X
 +
|
 +
|
 +
|
 +
|-
 +
|[[Measurement]]
 +
|
 +
|
 
|
 
|
 
|
 
|
Line 301: Line 525:
 
|
 
|
 
!X
 
!X
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|-
 +
|[[Decision Management]]
 
!X
 
!X
|-
+
|
![[Risk Management]]
+
|
 +
|
 +
|
 +
|
 +
|
 +
|
 
!X
 
!X
 +
|
 +
|
 
!X
 
!X
 
!X
 
!X
 
!X
 
!X
 +
|
 +
|
 +
|-
 +
|[[Configuration Management]]
 +
|
 +
|
 +
|
 
|
 
|
 
!X
 
!X
Line 314: Line 561:
 
|
 
|
 
!X
 
!X
 +
|
 
!X
 
!X
 
!X
 
!X
!X
 
|-
 
![[Measurement]]
 
 
|
 
|
 
|
 
|
 +
|
 +
|
 +
|-
 +
|[[Information Management]]
 
|
 
|
 
|
 
|
 
!X
 
!X
 +
|
 
|
 
|
 
|
 
|
Line 332: Line 582:
 
|
 
|
 
!X
 
!X
 +
!X
 +
!X
 +
|
 +
|
 
|-
 
|-
![[Decision Management]]
+
|[[Quality Management]]
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|
 +
|
 
|
 
|
 
|
 
|
Line 339: Line 603:
 
|
 
|
 
!X
 
!X
 +
|
 +
|-
 +
|[[Enabling Systems Engineering]]
 +
|
 
|
 
|
 +
!X
 +
|
 +
!X
 
!X
 
!X
 
|
 
|
 
|
 
|
 +
!X
 +
!X
 +
!X
 
!X
 
!X
 
!X
 
!X
 
|
 
|
 +
!X
 
|
 
|
 
|-
 
|-
![[Configuration Management]]
+
|[[Related Disciplines]]
 +
|
 +
|
 
|
 
|
 
|
 
|
 
|
 
|
 +
!X
 +
!X
 +
!X
 
|
 
|
 
!X
 
!X
Line 358: Line 638:
 
|
 
|
 
|
 
|
!X
 
 
|
 
|
!X
 
 
|
 
|
 +
|}
 +
 +
 +
Table 3 shows how the topics (each row) align with the second set of implementation examples (each column):
 +
 +
{| align="center"
 +
|+'''Table 3. Implementation Examples Developed for SEBoK.''' (SEBoK Original)
 +
!SEBoK Topic (Part 3)
 +
!Bag Handling
 +
!VA Sub
 +
!Route Mod
 +
!Water Mgmt
 +
!FAA AAS
 +
!Light Rail
 
|-
 
|-
![[Information Management]]
+
|[[Business or Mission Analysis]]
 
|
 
|
 
|
 
|
 +
!X
 +
!X
 
|
 
|
 +
!X
 +
|-
 +
|[[Stakeholder Needs and Requirements]]
 
|
 
|
 
|
 
|
 +
!X
 +
!X
 
|
 
|
 +
!X
 +
|-
 +
|[[System Requirements]]
 
|
 
|
 
|
 
|
 +
!X
 
|
 
|
 +
!X
 +
!X
 +
|-
 +
|[[System Architecture]]
 +
!X
 
!X
 
!X
 
|
 
|
 +
!X
 +
!X
 +
!X
 +
|-
 +
|[[System Analysis]]
 +
!X
 
|
 
|
 
|
 
|
 +
!X
 +
!X
 +
!X
 
|-
 
|-
![[Quality Management]]
+
|[[System Implementation]]
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 +
|
 +
!X
 +
|-
 +
|[[System Integration]]
 +
!X
 
|
 
|
 
|
 
|
 +
!X
 
|
 
|
 +
!X
 +
|-
 +
|[[System Verification]]
 +
!X
 
|
 
|
 
|
 
|
 
|
 
|
 +
!X
 +
!X
 +
|-
 +
|[[System Validation]]
 
!X
 
!X
 
|
 
|
 
|
 
|
 +
|
 +
!X
 +
!X
 
|-
 
|-
![[Product and Service Life Management]]
+
|[[System Deployment]]
 +
|
 
|
 
|
!X
 
 
|
 
|
 
|
 
|
 
|
 
|
 
!X
 
!X
|
+
|-
 +
|[[Operation of the System]]
 
|
 
|
 
|
 
|
Line 408: Line 743:
 
!X
 
!X
 
|-
 
|-
![[Systems Engineering Standards]]
+
|[[System Maintenance]]
|
 
 
|
 
|
 
|
 
|
Line 415: Line 749:
 
|
 
|
 
|
 
|
 +
!X
 +
|-
 +
|[[Logistics]]
 +
!X
 
|
 
|
 
|
 
|
Line 420: Line 758:
 
|
 
|
 
|
 
|
 +
|-
 +
|[[Planning]]
 +
!X
 
|
 
|
 +
!X
 +
!X
 +
!X
 
!X
 
!X
 
|-
 
|-
![[Enabling Systems Engineering|SE Workforce]]
+
|[[Assessment and Control]]
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 
|
 +
!X
 +
!X
 +
|-
 +
|[[Risk Management]]
 
!X
 
!X
 +
|
 +
!X
 +
!X
 +
!X
 +
!X
 +
|-
 +
|[[Measurement]]
 
|
 
|
 
|
 
|
!X
 
 
|
 
|
 
|
 
|
 
|
 
|
 +
!X
 +
|-
 +
|[[Decision Management]]
 +
!X
 
|
 
|
 +
!X
 +
!X
 
|
 
|
 
|
 
|
 
|-
 
|-
![[Systems Engineering and Software Engineering|Software Engineering]]
+
|[[Configuration Management]]
 +
 
 +
!X
 
|
 
|
 +
!X
 
|
 
|
 +
!X
 
|
 
|
 +
|-
 +
|[[Information Management]]
 
|
 
|
 
|
 
|
 +
!X
 
|
 
|
 
|
 
|
 
|
 
|
 +
|-
 +
|[[Quality Management]]
 
|
 
|
 
|
 
|
 
|
 
|
 +
!X
 
|
 
|
 
|
 
|
|-}
+
|}
 
 
  
 
==References==  
 
==References==  
 
+
===Works Cited===
===Citations===
 
 
None.
 
None.
 
 
===Primary References===
 
===Primary References===
No primary references have been identified for version 0.5.  Please provide any recommendations on additional references in your review.
+
None.
 
 
 
===Additional References===
 
===Additional References===
No additional references have been identified for version 0.5.  Please provide any recommendations on additional references in your review.
+
None.
  
 
----
 
----
====Article Discussion====
+
<center>[[Systems Engineering Implementation Examples|< Previous Article]] | [[Systems Engineering Implementation Examples|Parent Article]] | [[Implementation Examples|Next Article >]]</center>
[[{{TALKPAGENAME}}|[Go to discussion page]]]
 
<center>[[Systems Engineering Implementation Examples|<- Previous Article]] | [[Systems Engineering Implementation Examples|Parent Article]] | [[Case Studies|Next Article ->]]</center>
 
 
 
==Signatures==
 
  
--[[User:Hdavidz|Hdavidz]] 23:14, 14 August 2011 (UTC)
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<center>'''SEBoK v. 2.9, released 20 November 2023'''</center>
--[[User:Bkcase|Bkcase]] 19:07, 30 August 2011 (UTC)
 
  
[[Category: Part 7]][[Category:Knowledge Area]]
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[[Category: Part 7]]

Latest revision as of 22:37, 18 November 2023


Lead Authors: Heidi Davidz, Alice Squires, Tom Hilburn, Contributing Authors: Alex Lee, John Brackett, Richard Turner


The following matrix maps the Systems Engineering Implementation Examples to topics in the Systems Engineering Body of Knowledge (SEBoK). It provides both a list of systems engineering implementation examples for topics of interest, and a list of relevant topics for each implementation example. Since the number of topics in the SEBoK is extensive, only a subset is included here for clarity. For additional information, see the example of interest and the corresponding SEBoK topic.

Organization and Mapping of Examples to the SEBoK

The following short titles shown in Table 1 are used for the implementation examples:

Table 1. Short Titles for the SEBoK Examples. (SEBoK Original)
Case Studies
BT Business Transformation
ATC NextGen Air Traffic Control
NASA NASA's Mission to Saturn
HST Hubble Space Telescope
GPS Global Positioning System
GPS II Global Positioning System II
Radiation Medical Radiation
FBI VCF FBI Virtual Case File System
MSTI Miniature Seeker Technology Integration
Infusion Pump Next Generation Medical Infusion Pump
DfM Design for Maintainability
CAS Complex Adaptive Operating System
PM Project Management
TS Taxi Service
SWFTS SWFTS MBSE
Bag Handling Denver Airport Baggage Handling System
VA Sub Virginia Class Submarine
Route Mod UK West Coast Route Modernisation Project
Water Mgmt Singapore Water Management
FAA AAS FAA Advanced Automation System
Light Rail Standard Korean Light Transit System
TMT Thirty-Meter Telescope

Table 2 shows how the topics (each row) align with the first set of implementation examples (each column):

Table 2. Implementation Examples based on published case studies. (SEBoK Original)
SEBoK Topic BT ATC NASA HST GPS GPS II Radiation FBI VCF MSTI Infusion Pump DfM CAS PM TS SWFTS NHS
Systems Thinking X X X X X X X X X
Models and Simulation X X X X X X
Product Systems Engineering X X X X X
Service Systems Engineering X X X X
Enterprise Systems Engineering X X X X X X X
Systems of Systems (SoS) X X X X X
Life Cycle Models X X X X X X X X
Business or Mission Analysis X X X X X X X
Stakeholder Needs and Requirements X X X X X X X X X
System Requirements X X X X X X X
System Architecture X X X X X X
System Analysis X X X X X
System Implementation X X X
System Integration X X X X X X X X X
System Verification X X X X X
System Validation X X X X X X
System Deployment X X X
Operation of the System X X X X X X
System Maintenance X
Logistics
Planning X X X X X X
Assessment and Control X X X X X
Risk Management X X X X X X X X X
Measurement X
Decision Management X X X X X
Configuration Management X X X X X
Information Management X X X X
Quality Management X
Enabling Systems Engineering X X X X X X X X X
Related Disciplines X X X X X


Table 3 shows how the topics (each row) align with the second set of implementation examples (each column):

Table 3. Implementation Examples Developed for SEBoK. (SEBoK Original)
SEBoK Topic (Part 3) Bag Handling VA Sub Route Mod Water Mgmt FAA AAS Light Rail
Business or Mission Analysis X X X
Stakeholder Needs and Requirements X X X
System Requirements X X X
System Architecture X X X X X
System Analysis X X X X
System Implementation X
System Integration X X X
System Verification X X X
System Validation X X X
System Deployment X
Operation of the System X X
System Maintenance X
Logistics X
Planning X X X X X
Assessment and Control X X
Risk Management X X X X X
Measurement X
Decision Management X X X
Configuration Management X X X
Information Management X
Quality Management X

References

Works Cited

None.

Primary References

None.

Additional References

None.


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SEBoK v. 2.9, released 20 November 2023