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1 Requirements and Architecture of the Decision Support Platform for Design Engineering 4.0 |
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1 | (22) |
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1.1 Background: Design Decision Support in the Context of Industry 4.0 |
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1 | (7) |
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1.1.1 Design Engineering 4.0 and the Industrial Brain |
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2 | (3) |
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1.1.2 Decisions and Decision Support in the Context of Design Engineering 4.0 |
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5 | (3) |
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1.2 Requirements for a Design Decision Support Platform |
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8 | (4) |
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1.2.1 Knowledge Management and Reuse |
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8 | (1) |
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1.2.2 Formulation of Decisions and Decision Workflows |
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9 | (1) |
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1.2.3 Solution Space Exploration |
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10 | (1) |
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1.2.4 Uncertainty Management |
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11 | (1) |
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1.2.5 User/Activity Specific Decision Support |
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12 | (1) |
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1.3 Architecture and Functionalities of the Design Decision Support Platform |
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12 | (4) |
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1.4 Organization and Validation Strategy of the Monograph |
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16 | (3) |
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19 | (4) |
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2 Foundations for Design Decision Support in Model-Based Complex Engineered Systems Realization |
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23 | (24) |
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2.1 Primary Constructs in Decision-Based Design |
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23 | (9) |
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2.1.1 sDSP---The Selection Decision Support Problem |
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24 | (3) |
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2.1.2 cDSP---The Compromise Decision Support Problem |
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27 | (5) |
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2.2 Framework for Robust Decision-Making |
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32 | (3) |
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2.3 Utilizing PEI-X Diagrams to Design Decision Workflows |
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35 | (3) |
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2.4 Knowledge-Based Techniques for Decision Support |
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38 | (5) |
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2.4.1 Template-Based Knowledge Capture and Reuse |
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38 | (1) |
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2.4.2 Ontology-Based Knowledge Formalization |
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39 | (3) |
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2.4.3 Knowledge-Based Platform for Decision Support |
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42 | (1) |
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2.5 Theoretical Structure Validity |
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43 | (1) |
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2.6 Where We Are and What Comes Next? |
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44 | (1) |
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44 | (3) |
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3 Ontology for Decision Support Problem Templates |
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47 | (56) |
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47 | (1) |
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3.2 Ontology-Based Representation of the sDSP Template |
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48 | (17) |
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3.2.1 Requirements for Knowledge Modeling to Support Selection Decisions |
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49 | (1) |
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3.2.2 Information Model of Selection Decisions---The sDSP Template |
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49 | (5) |
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3.2.3 sDSP Template Ontology Development |
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54 | (5) |
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3.2.4 Test Example---Material Selection for a Light Switch Cover Plate |
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59 | (6) |
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3.3 Ontology-Based Representation of the cDSP Template |
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65 | (16) |
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3.3.1 Requirements for Knowledge Modeling to Support Compromise Decisions |
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67 | (1) |
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3.3.2 Information Model of Compromise Decisions---The cDSP Template |
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67 | (2) |
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3.3.3 Ontology Development for the cDSP Template |
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69 | (4) |
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3.3.4 Test Example---Designing a Pressure Vessel |
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73 | (8) |
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3.4 Ontology-Based Representation of Coupled Hierarchical Decisions |
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81 | (18) |
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3.4.1 Mathematical Model for Coupled Hierarchical Decisions |
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81 | (3) |
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3.4.2 Requirements for Knowledge Modeling to Support Hierarchical Decisions |
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84 | (1) |
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3.4.3 Ontology Development for Decision Hierarchies |
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84 | (6) |
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3.4.4 Test Example---Designing a Portal Frame |
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90 | (9) |
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3.5 Empirical Structural Validity |
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99 | (1) |
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3.6 Where We Are and What Comes Next? |
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100 | (1) |
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100 | (3) |
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4 A Platform for Decision Support in the Design of Engineered Systems (PDSIDES) and Design of a Hot Rod Rolling System Using PDSIDES |
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103 | (36) |
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4.1 Primary Constructs of PDSIDES |
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103 | (3) |
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4.2 Design of Platform PDSIDES |
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106 | (5) |
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106 | (1) |
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4.2.2 Users and Working Scenarios |
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107 | (3) |
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4.2.3 Knowledge-Based Decision Support Modes |
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110 | (1) |
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4.3 Implementation of Platform PDSIDES |
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111 | (4) |
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4.4 Testing the Performance of PDSIDES---Hot Rod Rolling Example Problem |
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115 | (1) |
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4.5 Hot Rod Rolling System (HRRS) Design Problem |
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115 | (2) |
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4.6 Knowledge-Based Decision Support in the Design of HRRS |
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117 | (1) |
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117 | (6) |
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123 | (5) |
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128 | (6) |
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4.10 Validation of PDSIDES |
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134 | (1) |
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4.10.1 Empirical Structural Validation |
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134 | (1) |
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4.10.2 Empirical Performance Validity |
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134 | (1) |
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4.11 Role of Chapter 4 and Remarks on the Knowledge-Based Platform PDSIDES |
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135 | (1) |
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4.12 Where We Are and What Comes Next? |
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135 | (1) |
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136 | (3) |
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5 Knowledge-Based Meta-Design of Decision Workflows |
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139 | (28) |
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139 | (2) |
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5.2 Requirements for Meta-Design Process Hierarchies Model |
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141 | (2) |
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5.3 Ontology Development for Designing Decision Workflows |
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143 | (8) |
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5.4 Test Example: Design of Shell and Tube Heat Exchanger |
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151 | (13) |
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5.4.1 Design of Shell and Tube Heat Exchanger for Thermal System |
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151 | (1) |
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5.4.2 Using DSPT Palette Entities for the Shell and Tube Heat Exchanger Design |
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152 | (3) |
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5.4.3 Design Scenarios for Shell and Tube Heat Exchanger Process Templates |
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155 | (9) |
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5.5 Empirical Structural Validity |
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164 | (1) |
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5.6 Where We Are and What Comes Next? |
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164 | (1) |
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164 | (3) |
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6 Knowledge-Based Robust Design Space Exploration |
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167 | (46) |
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167 | (2) |
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6.2 Ontology-Based Representation of Systematic Design Space Exploration |
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169 | (22) |
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6.2.1 Requirements for Design Space Exploration |
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169 | (1) |
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6.2.2 Design Space Exploration Procedure |
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170 | (5) |
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6.2.3 Design Space Adjustment |
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175 | (1) |
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6.2.4 Ontology for Process of Design Space Exploration |
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176 | (6) |
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6.2.5 Test Example: Designing of Hot Rod Rolling Process Chain |
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182 | (9) |
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6.3 Ontology-Based Uncertainty Management in Designing Robust Decision Workflows |
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191 | (18) |
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6.3.1 Requirements for Uncertainty Management in Decision Workflows |
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191 | (1) |
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6.3.2 Procedure for Designing Robust Decision Workflows |
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192 | (3) |
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6.3.3 Ontology for Designing Robust Design Decision Workflows |
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195 | (5) |
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6.3.4 Test Example: Design of Hot Rod Rolling System |
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200 | (9) |
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6.4 Empirical Structural Validity |
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209 | (1) |
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6.5 Where We Are and What Comes Next? |
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209 | (1) |
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210 | (3) |
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7 Extending PDSIDES to CB-PDSIDES: New Opportunities in Design Engineering 4.0 |
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213 | (26) |
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213 | (5) |
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7.2 Cloud-Based Decision Support: Framework and Open Questions |
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218 | (10) |
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7.2.1 Architecture of Cloud-Based PDSIDES |
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219 | (2) |
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221 | (2) |
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7.2.3 Service Customization |
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223 | (1) |
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7.2.4 Intelligent Service Composition |
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224 | (1) |
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7.2.5 Smart Service Provider-Seeker Matching |
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225 | (2) |
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7.2.6 Mechanism for Design Collaboration (Co-Design) |
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227 | (1) |
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228 | (3) |
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7.3.1 Applications to Cyber-Biophysical Systems |
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228 | (2) |
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7.3.2 Applications to Cyber-Physical-Product/Material Systems |
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230 | (1) |
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7.3.3 Applications to Cyber-Physical-Manufacturing Systems |
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230 | (1) |
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7.3.4 Applications to Cyber-Physical-Social Systems |
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230 | (1) |
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7.4 CB-PDSIDES for Design Engineering 4.0 |
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231 | (3) |
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234 | (2) |
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236 | (3) |
Index |
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239 | |