DigiTwin: An Approach for Production Process Optimization in a Built Environment
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Beschreibung
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 aholistic, trans-disciplinary perspective, this book will showcase Digital Twin technology as state-of-the-art both in research and practice.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 providinga holistic, trans-disciplinary perspective, this book will showcase Digital Twin technology as state-of-the-art both in research and practice.Presents the Digital Twin concept, methodology, and techniques for production optimization in a built environment Offers a thorough introduction to the topic as well as a comprehensive guide to specific technologies Provides skill needed to build Digital Twins of intelligent manufacturing systems and Industry 4.0 business models
Autor*in
Josip Stjepandić
Themen in »DigiTwin: An Approach for Production Process Optimization in a Built Environment«
Digital Twin Object Recognition Convolutional Neural Networks Process Planning Factory Planning Industry 4.0 Cyber Physical Systems Intelligent Manufacturing Factory Simulation Production Simulation