Smart Manufacturing Factory : Artificial-Intelligence-Driven Customized Manufacturing

Title: Smart Manufacturing Factory : Artificial-Intelligence-Driven Customized Manufacturing
Author: Baotong Chen, Jiafu Wan, Shiyong Wang
ISBN: 103260896X / 9781032608969
Format: Hard Cover
Pages: 470
Publisher: CRC Press
Year: 2024
Availability: 2 to 3 weeks.

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Artificial Intelligence (AI) technologies enable manufacturing systems to sense the environment, adapt to external needs, and extract process knowledge, including business models such as intelligent production, networked collaboration, and extended service models. This book therefore focuses on the implementation of AI in customized manufacturing (CM).

The main topics include edge intelligence in manufacturing, heterogeneous networks, intelligent fault diagnosis and maintenance, dynamic resource scheduling in manufacturing, and the construction mode of the smart factory. Based on the insights of CM and AI, the authors demonstrate the implementation of AI in the smart factory for CM, including architecture, information fusion, data analysis, dynamic scheduling, flexible production line construction, and smart manufacturing services.

This book will provide important research content for scholars in artificial intelligence, smart manufacturing, machine learning, multi-agent systems, and industrial Internet of Things.

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Preface

Chapter 1 : Introduction to Smart Manufacturing Factory  
Chapter 2 : Edge Intelligence in Customized Manufacturing  
Chapter 3 : Heterogeneous Networks in Smart Manufacturing Factory  
Chapter 4 : Intelligent Fault Diagnosis and Maintenance in Smart Manufacturing Factory  
Chapter 5 : Resource Dynamic Scheduling in Manufacturing  
Chapter 6 : Implementation of Customized Manufacturing Factory

Index