Complexity metrics in engineering design: managing the structure of design processes
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| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2011
|
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Item Description: | Zusätzliches Online-Angebot unter extras.springer.com |
| Physical Description: | XIII, 403 S. Ill., graph. Darst. |
| ISBN: | 9783642209628 9783642209635 3642209629 |
Staff View
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Record in the Search Index
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IMAGE 1
CONTENTS
1. COMPLEX PROCESSES IN ENGINEERING DESIGN 9
1.1 PREFACE 9
1.2 A PRACTICAL APPLICATION: A DESIGN PROCESS AT AUDI AG 13
1.2.1 DESCRIPTION OF THE PROCESS 13
1.2.2 MODELING THE PROCESS AS AN EPC PROCESS CHART 17
1.2.3 DEFICITS WHEN ANALYZING THE PROCESS CHART USING EXISTING METHODS.
17
1.2.4 CONCLUSION: SYSTEMATIC ANALYSIS OF A PROCESS CHART 20
1.3 THE NEED FOR SYSTEMATIC ANALYSIS IN PRACTICE 21
1.3.1 THE PROBLEM: SYSTEMATIC ANALYSIS OF A PROCESS CHART 21
1.3.2 BASIC HYPOTHESES AND RESEARCH QUESTIONS 23
1.3.3 THE APPROACH USED IN THIS RESEARCH 26
1.4 CONTEXT OF DEVELOPING COMPLEXITY METRICS 26
1.4.1 GOALS OF THIS RESEARCH 26
1.4.2 BASIC REQUIREMENTS OF THE SOLUTION 27
1.4.3 TARGETED AUDIENCE 28
1.4.4 WHAT THIS BOOK IS NOT ABOUT 29
1.4.5 RELATED FIELDS OF SCIENCE 30
1.5 STRUCTURE OF THIS BOOK 30
2. THE FOUNDATIONS OF COMPLEXITY METRICS 33
2.1 STRUCTURAL COMPLEXITY OF A SYSTEM 33
2.1.1 GENERAL NOTIONS OF MANAGING STRUCTURAL COMPLEXITY 35
2.1.2 GRAPH THEORY 43
2.1.3 MATRIX-BASED METHODOLOGIES TO MANAGE STRUCTURES 45
2.1.4 NETWORK THEORY 52
2.1.5 OTHER APPROACHES TO MANAGING COMPLEX SYSTEMS 56
2.1.6 SUMMARY 57
2.2 STRUCTURAL ASPECTS OF PROCESS MANAGEMENT 59
2.2.1 PROCESSES IN ENGINEERING DESIGN 59
L
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1010922327
DIGITALISIERT DURCH
IMAGE 2
2 CONTENTS
2.2.2 GOALS OF ANALYZING, IMPROVING AND MANAGING PROCESSES 64
2.2.3 PROCESS MODELS AND THEIR STRUCTURAL CONTENT 66
2.2.4 STRATEGIES TO ANALYZE DESIGN PROCESSES AND MODELS 72
2.2.5 SUMMARY 74
2.3 METRICS TO ANALYZE THE STRUCTURE OF A PROCESS 75
2.3.1 BASICS AND MEASUREMENT FOUNDATION 75
2.3.2 METRICS TO DESCRIBE NETWORKS 79
2.3.3 METRICS IN SOFTWARE ENGINEERING 79
2.3.4 METRICS IN PROCESS MANAGEMENT 82
2.3.5 METRICS FOR ENGINEERING DESIGN PROCESSES 85
2.3.6 THE LIMITS OF USING METRICS IN AN ORGANIZATION 87
2.3.7 SUMMARY 89
2.4 DIRECTIONS FROM THE STATE OF THE ART 91
3. CONCEPT OF AN INTEGRATED SET OF COMPLEXITY METRICS 93
3.1 SOLUTION DESIGN PROCESS 93
3.2 REQUIREMENTS FOR THE SOLUTION DESIGN 94
3.3 CONSTITUENTS OF THE SOLUTION 95
3.4 OVERALL CONCEPT: ANALYSIS PROCEDURE 97
4. MODELING THE STRUCTURE OF DESIGN PROCESSES 101
4.1 DESIGN PROCESSES AS A MULTI-LAYERED NETWORK 101
4.2 MDM-BASED MODELING OF THE STRUCTURE OF A PROCESS 102
4.3 THE STRUCTURAL PROCESS ARCHITECTURE MODEL 104
4.4 SPECIFIC ASPECTS OF MODELING ENGINEERING DESIGN PROCESSES 109
4.4.1 ALIGNMENT OF THE PROCESS STRUCTURE WITH THE PRODUCT ARCHITECTURE.
109
4.4.2 INCLUSION OF ATTRIBUTES TO NODES AND EDGES 111
4.4.3 DECISION POINTS MODELED AS BOOLEAN OPERATORS 114
4.5 BUILDING THE PROCESS MODEL 120
4.5.1 GENERATING A PROCESS MODEL 121
4.5.2 AGGREGATE VIEWS RECOMBINING DOMAINS AND RELATIONSHIP TYPES 123
4.5.3 EXAMPLE OF A PROCESS MODEL FOR ENGINEERING RELEASE MANAGEMENT 130
IMAGE 3
CONTENTS 3
4.6 CONCLUSION: MDM-BASED PROCESS MODELING 132
5. COMPLEXITY METRICS FOR DESIGN PROCESSES 133
5.1 ASSESSING STRUCTURAL CHARACTERISTICS USING METRICS 135
5.1.1 BASIC AND COMBINED STRUCTURAL CHARACTERISTICS 135
5.1.2 SOLUTION PRINCIPLES FOR STRUCTURAL METRICS 137
5.1.3 EVALUATION OF STRUCTURAL CHARACTERISTICS USING STRUCTURAL METRICS
.138
5.1.4 STRUCTURAL OUTLIERS 142
5.2 OVERVIEW OF THE STRUCTURAL MEASUREMENT SYSTEM 143
5.2.1 A COMPREHENSIVE SET OF COMPLEXITY METRICS 143
5.2.2 RELEVANCE AND LIMITS OF BASIC STRUCTURAL METRICS 147
5.2.3 RELEVANCE AND LIMITS OF COMBINED AND SPECIFIC STRUCTURAL
METRICSL50
5.2.4 CLASSIFICATION OF AVAILABLE METRICS 157
5.3 AN EXAMPLE APPLICATION OF THE STRUCTURAL MEASUREMENT SYSTEM 159
5.3.1 THE PROCESS IN FOCUS 159
5.3.2 OVERVIEW OF THE ANALYSES USING STRUCTURAL COMPLEXITY METRICS 161
5.3.3 ANALYSES USING COMPLEXITY METRICS FOR THE OVERALL PROCESS MODEL
162
5.3.4 ANALYSES USING COMPLEXITY METRICS FOR EACH TASK 163
5.3.5 ANALYSES USING COMPLEXITY METRICS FOR EACH MODULE 167
5.3.6 CONCLUSIONS FOR THE REGARDED PROCESS 169
5.4 CONCLUSION: STRUCTURAL METRICS 171
6. THE S-GQM FRAMEWORK TO SELECT METRICS 173
6.1 EXISTING FRAMEWORKS TO FACILITATE THE ANALYSIS OF A SYSTEM 173
6.1.1 QUALITY FUNCTION DEPLOYMENT AND THE HOUSE OF QUALITY 174
6.1.2 GOAL-QUESTION-METRIC 175
6.1.3 BALANCED SCORECARD 176
6.1.4 DIRECTIONS AND REQUIREMENTS 178
6.2 SYSTEMATIC ACCESS TO THE STRUCTURE OF A PROCESS 179
6.2.1 GOALS AND QUESTIONS OF STRUCTURAL PROCESS ANALYSIS 180
6.2.2 ALLOCATION OF METRICS, DOMAINS AND RELATIONSHIP-TYPES 185
6.2.3 IDENTIFYING STRUCTURAL OUTLIERS 187
6.2.4 STRUCTURAL SIGNIFICANCE OF THE OUTLIERS 187
IMAGE 4
4 CONTENTS
6.3 USING AND ADAPTING THE FRAMEWORK 189
6.4 CONCLUSION: S-GQM FRAMEWORK FOR STRUCTURAL ANALYSIS 190
7. INDUSTRIAL APPLICATION OF METRICS 191
7. 1 ELECTRONIC CONTROL UNIT DESIGN: GENERAL ANALYSIS IN AUTOMOTIVE
DEVELOPMENT 191
7.1.1 GOALS AND FOCUS OF THE PROJECT 192
7.1.2 THE PROCESS MODEL USED 192
7.1.3 ANALYSIS AND FINDINGS 195
7.1.4 IMPLICATIONS AND VALIDATION 208
7.1.5 REFLECTION 210
7.2 AUTOMOTIVE DESIGN PROCESS AT AUDI AG: ANALYSIS OF INTERFACES 211
7.2.1 GOALS AND FOCUS OF THE PROJECT 212
7.2.2 THE PROCESS MODEL USED 213
7.2.3 ANALYSIS AND FINDINGS 218
7.2.4 IMPLICATIONS AND VALIDATION 223
7.2.5 REFLECTION 224
7.3 CONCLUSIONS FROM THE CASE STUDIES 225
8. CONCLUSIONS AND OUTLOOK 227
8.1 SUMMARY OF RESULTS 227
8.2 REFLECTION 228
8.2.1 STRENGTHS AND WEAKNESSES 228
8.2.2 IMPLICATIONS FOR INDUSTRY 231
8.2.3 IMPLICATIONS FOR RESEARCH 233
8.3 OUTLOOK 233
9. REFERENCES 235
10. APPENDIX 271
10.1 STRUCTURAL CONTENT OF PROCESS MODELING METHODOLOGIES 272
10.2 CONVERSION OF A PROCESS WITH LOGIC OPERATORS 288
10.3 NESTING OF BOOLEAN OPERATORS 295
10.4 THE COMPLETE STRUCTURAL PROCESS ARCHITECTURE 297
IMAGE 5
CONTENTS 5
10.5 LIST OF STRUCTURAL METRICS 298
10.6 COMPUTABILITY OF METRICS 390
10.7 CLASSIFICATION OF METRICS 392
10.8 GQM-FRAMEWORK FOR METRICS 396
10.9 COMPLETE RESULTS OF CASE STUDY 7.2 398
11. KEYWORD INDEX 401 |
| any_adam_object | 1 |
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| author_variant | m k mk u l ul |
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| dewey-full | 620.00420685 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 620 - Engineering and allied operations |
| dewey-raw | 620.00420685 |
| dewey-search | 620.00420685 |
| dewey-sort | 3620.00420685 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Maschinenbau / Maschinenwesen Technik Wirtschaftswissenschaften |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-21T00:13:38Z |
| institution | BVB |
| isbn | 9783642209628 9783642209635 3642209629 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024503905 |
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| physical | XIII, 403 S. Ill., graph. Darst. |
| publishDate | 2011 |
| publishDateSearch | 2011 |
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| publisher | Springer |
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| spelling | Kreimeyer, Matthias Verfasser aut Complexity metrics in engineering design managing the structure of design processes Matthias Kreimeyer ; Udo Lindemann Berlin [u.a.] Springer 2011 XIII, 403 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Zusätzliches Online-Angebot unter extras.springer.com Komplexes System (DE-588)4114261-5 gnd rswk-swf Prozessmanagement (DE-588)4353072-2 gnd rswk-swf Operationalisierung (DE-588)4172618-2 gnd rswk-swf Konstruktion (DE-588)4032231-2 gnd rswk-swf Produktentwicklung (DE-588)4139402-1 gnd rswk-swf Prozessmodell (DE-588)4237203-3 gnd rswk-swf Produktentwicklung (DE-588)4139402-1 s Konstruktion (DE-588)4032231-2 s Komplexes System (DE-588)4114261-5 s Prozessmanagement (DE-588)4353072-2 s Prozessmodell (DE-588)4237203-3 s Operationalisierung (DE-588)4172618-2 s DE-604 Lindemann, Udo 1948- Verfasser (DE-588)13990350X aut X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3710619&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024503905&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kreimeyer, Matthias Lindemann, Udo 1948- Complexity metrics in engineering design managing the structure of design processes Komplexes System (DE-588)4114261-5 gnd Prozessmanagement (DE-588)4353072-2 gnd Operationalisierung (DE-588)4172618-2 gnd Konstruktion (DE-588)4032231-2 gnd Produktentwicklung (DE-588)4139402-1 gnd Prozessmodell (DE-588)4237203-3 gnd |
| subject_GND | (DE-588)4114261-5 (DE-588)4353072-2 (DE-588)4172618-2 (DE-588)4032231-2 (DE-588)4139402-1 (DE-588)4237203-3 |
| title | Complexity metrics in engineering design managing the structure of design processes |
| title_auth | Complexity metrics in engineering design managing the structure of design processes |
| title_exact_search | Complexity metrics in engineering design managing the structure of design processes |
| title_full | Complexity metrics in engineering design managing the structure of design processes Matthias Kreimeyer ; Udo Lindemann |
| title_fullStr | Complexity metrics in engineering design managing the structure of design processes Matthias Kreimeyer ; Udo Lindemann |
| title_full_unstemmed | Complexity metrics in engineering design managing the structure of design processes Matthias Kreimeyer ; Udo Lindemann |
| title_short | Complexity metrics in engineering design |
| title_sort | complexity metrics in engineering design managing the structure of design processes |
| title_sub | managing the structure of design processes |
| topic | Komplexes System (DE-588)4114261-5 gnd Prozessmanagement (DE-588)4353072-2 gnd Operationalisierung (DE-588)4172618-2 gnd Konstruktion (DE-588)4032231-2 gnd Produktentwicklung (DE-588)4139402-1 gnd Prozessmodell (DE-588)4237203-3 gnd |
| topic_facet | Komplexes System Prozessmanagement Operationalisierung Konstruktion Produktentwicklung Prozessmodell |
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| work_keys_str_mv | AT kreimeyermatthias complexitymetricsinengineeringdesignmanagingthestructureofdesignprocesses AT lindemannudo complexitymetricsinengineeringdesignmanagingthestructureofdesignprocesses |