TY  - BOOK
AU  - Stjepandić,Josip
AU  - Sommer,Markus
AU  - Denkena,Berend
ED  - SpringerLink (Online service)
TI  - DigiTwin: An Approach for Production Process Optimization in a Built Environment
T2  - Springer Series in Advanced Manufacturing,
SN  - 9783030775391
AV  - TS183 
PY  - 2022///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Manufactures
KW  - Production management
KW  - Industrial Management
KW  - Computer-aided engineering
KW  - Internet of things
KW  - Cooperating objects (Computer systems)
KW  - Machines, Tools, Processes
KW  - Production
KW  - Computer-Aided Engineering (CAD, CAE) and Design
KW  - Internet of Things
KW  - Cyber-Physical Systems
KW  - Manufacturing processes -- Data processing
KW  - Production management -- Data processing
N1  - Chapter 1. Introduction to the Book -- Chapter 2. Requirements for the Optimization of Processes Using a Digital Twin of Production Systems -- Chapter 3. Digital Twin: A Conceptual View -- Chapter 4. Scan Methods and Tools for Reconstruction of Built Environments as Basis for Digital Twins -- Chapter 5. Machine Learning in Manufacturing in the Era of Industry 4.0 -- Chapter 6. Object Recognition Methods in a Built Environment -- Chapter 7. Data Quality Management for Interoperability -- Chapter 8. Object Recognition Findings in a Built Environment -- Chapter 9. Design of Simulation Models -- Chapter 10. The Commercialization of Digital Twin by an Extension of a Business Eco-system -- Chapter 11. Digital Twin: Conclusion and Future Perspectives
N2  - The focus of this book is an application of Digital Twin as a concept and an approach, based on the most accurate view on a physical production system and its digital representation of complex engineering products and systems. It describes a methodology to create and use Digital Twin in a built environment for the improvement and optimization of factory processes such as factory planning, investment planning, bottleneck analysis, and in-house material transport. The book provides a practical response based on achievements of engineering informatics in solving challenges related to the optimization of factory layout and corresponding processes. This book introduces the topic, providing a foundation of knowledge on process planning, before discussing the acquisition of objects in a factory and the methods for object recognition. It presents process simulation techniques, explores challenges in process planning, and concludes by looking at future areas of progression. By providing a holistic, trans-disciplinary perspective, this book will showcase Digital Twin technology as state-of-the-art both in research and practice
UR  - https://doi.org/10.1007/978-3-030-77539-1
ER  -