Smart Manufacturing : Concepts and Methods

著者名：Soroush, Masoud (EDT)/Baldea, Michael (EDT)/Edgar, Thomas F. (EDT)

Elsevier（2020/08/04発売）

• 言語：ENG
• ISBN：9780128200278
• eISBN：9780128203804

Description

Research efforts in the past ten years have led to considerable advances in the concepts and methods of smart manufacturing. Smart Manufacturing: Concepts and Methods puts these advances in perspective, showing how process industries can benefit from these new techniques. The book consolidates results developed by leading academic and industrial groups in the area, providing a systematic, comprehensive coverage of conceptual and methodological advances made to date.Written by leaders in the field from around the world, Smart Manufacturing: Concepts and Methods is essential reading for graduate students, researchers, process engineers, and managers. It is complemented by a companion book titled Smart Manufacturing: Applications and Case Studies, which covers the applications of smart manufacturing concepts and methods in process industries and beyond.- Takes a process-systems engineering approach to design, monitoring, and control of smart manufacturing systems- Brings together the key concepts and methods of smart manufacturing, including the advances made in the past decade- Includes coverage of computation methods for process optimization, control, and safety, as well as advanced modelling techniques

Table of Contents

1. Smart Manufacturing:  It's a Journey, Not a Destination2. Implementing/Adopting Smart Manufacturing across an Industrial Organization3. Industrie 4.0 and International Perspective4. Cyberinfrastructure for the Democratization of Smart Manufacturing5. Hardware and Software for Smart Manufacturing6. Measuring, Managing and Transforming Data for Operational Insights 7. The Role of Advanced Process Modeling in Smart Manufacturing8. Industrial AI and Predictive Analytics for Smart Manufacturing Systems 9. Computational Framework for Smart Manufacturing via PARametric Optimization and Control (PAROC) 10. A Systems Engineering Driven Decomposition Approach for Large Scale Industrial Decision-Making Processes11. Model-Predictive Safety: a New Generation of Functional Safety Systems12. Inferential Modeling and Soft Sensors13. A Decision Support Framework for Sustainable and Smart Manufacturing 14. Smart Manufacturing Pedagogy for the Anthropocene