Collaborative Knowledge Management Through Product Lifecycle: A Computational Perspective

Preface
Contents
Abbreviations
1 Knowledge Management Through Product Lifecycle
	1.1 The Role of Knowledge Management Through Product Lifecycle
		1.1.1 Product Design Knowledge
		1.1.2 Product Manufacturing Knowledge
		1.1.3 Production Scheduling Knowledge
		1.1.4 Assembly Knowledge
		1.1.5 Diagnosis and Maintenance Knowledge
	1.2 The Essence of Knowledge and Its Relationships with Data and Information
	1.3 The Forms and Characteristics of Different Kinds of Knowledge
		1.3.1 Knowledge from Mechanism, Experience and Data
		1.3.2 Tacit and Explicit Knowledge
		1.3.3 Product and Process Knowledge
	1.4 The Variety of Knowledge Needs in the Modern Context
	1.5 Knowledge Management Methodologies
		1.5.1 Knowledge Capture
		1.5.2 Knowledge Representation
		1.5.3 Knowledge Retrieval
		1.5.4 Knowledge Reuse
	1.6 Discussion
	References
2 The Collaborative Knowledge Management Paradigm
	2.1 The Need for Collaborative Knowledge Management
		2.1.1 Collaboration Between Multidisciplinary Engineers
		2.1.2 Collaboration of Lifecycle Activities
		2.1.3 Collaboration of Multi-source Knowledge Resources
	2.2 Collaborative Knowledge Management Architecture and the Key Enabling Technologies
		2.2.1 Integrated and Collaborative Knowledge Management Architecture
		2.2.2 Enabling Technology for IKCM—Platform Interoperability
		2.2.3 Enabling Technology for IKCM—Data Interoperability
		2.2.4 Enabling Technology for IKCM—Integrated Knowledge Representation Model
		2.2.5 Enabling Technology for IKCM—Intelligent Knowledge Service
	2.3 Collaborative Knowledge Representation Model
		2.3.1 Construction of the Designer Network
		2.3.2 Construction of the Product Network
		2.3.3 Construction of the Issues Network
		2.3.4 Construction of the Knowledge Resource Network
		2.3.5 Application
	2.4 Collaborative Knowledge Management in Intelligent Manufacturing
	2.5 Discussion
	References
3 Representation and Modeling of Knowledge for Collaborative Knowledge Management
	3.1 Background
	3.2 Knowledge Capture in the Collaborative Working Environment
		3.2.1 Knowledge Mining from Text Using Deep Learning Based Methods
		3.2.2 Knowledge Capture from CAD Models Based on the Formal Description
		3.2.3 Capture of Process Knowledge Based on the RFBSE Model
	3.3 Collaborative Design Knowledge Modeling
		3.3.1 Multi-level Knowledge Representation Based on the BOM Language
		3.3.2 Project-Process-Activity (P2A) Knowledge Model
		3.3.3 RFBSE Knowledge Representation Model
		3.3.4 The C-RFBS Model
	3.4 Discussion
	References
4 Collaborative Design Knowledge Retrieval
	4.1 Overview
	4.2 Knowledge Retrieval Based on Keyword
		4.2.1 Introduction to Information Retrieval
		4.2.2 Extracting Terms from Knowledge Models
		4.2.3 Quantifying Similarities and Ranking Retrieved Results
		4.2.4 Implementation of a Keyword-Based Retrieval System
	4.3 Retrieval of Structured Design Knowledge
		4.3.1 Using the Feature Information of Nodes
		4.3.2 Returning Nodes Group as the Results
		4.3.3 Using Complex Queries
		4.3.4 Implementation and Evaluation of the Retrieval System with the Structured Information
	4.4 Towards Semantic Retrieval of Knowledge Model
		4.4.1 Extracting Concepts Categories Information
		4.4.2 Extracting Context Information
		4.4.3 Utilisation of Semantic Information
		4.4.4 Implementation and Evaluation
	4.5 Discussion
	References
5 Collaborative Design Knowledge Reuse
	5.1 Overview
	5.2 Collaborative Design Knowledge Retrieval
		5.2.1 Product Design Knowledge Retrieval
		5.2.2 Event Knowledge Retrieval
	5.3 Knowledge Recommendation
	5.4 Collaborative Knowledge Reasoning
		5.4.1 Case-Based Reasoning
		5.4.2 Ontology-Based Reasoning
		5.4.3 Collaborative Reasoning of Design Knowledge Based on the Bayesian Approach
	5.5 Knowledge-Assisted Decision Making
		5.5.1 Knowledge Reasoning Based on the Context
		5.5.2 The Traditional Decision Support System and Its Limitation
		5.5.3 Knowledge-Based Decision Support System
		5.5.4 Knowledge Reuse in the Collaborative Design Process
		5.5.5 Case Study of Knowledge Reuse in the Assembly Process
	References
6 The Merging of Knowledge Management and New Information Technologies
	6.1 Big Data Technology
		6.1.1 Overview of Big Data
		6.1.2 Knowledge Management in Big Data
		6.1.3 Case Study
	6.2 Internet of Things (IoT) Technology
		6.2.1 Overview of IoT
		6.2.2 Knowledge Management in IoT
		6.2.3 Case Study
	6.3 Digital Twins
		6.3.1 Overview of Digital Twins
		6.3.2 Knowledge Management in Digital Twins
		6.3.3 Applications
	6.4 Cyber Physical Systems (CPS)
		6.4.1 Overview of Cyber-Physical Systems
		6.4.2 Knowledge Management in Cyber-Physical Systems
		6.4.3 Applications
	6.5 Digital Factory
		6.5.1 Industrial Robots
		6.5.2 Intelligent Assembly of Industrial Robots
	References