Smart Manufacturing Factory Artificial-Intelligence-Driven Customized Manufacturing
Smart Manufacturing Factory Artificial-Intelligence-Driven Customized Manufacturing by Jiafu Wan, published by CRC Press in December 2023, is a comprehensive exploration of the integration of artificial intelligence in customized manufacturing. This 458-page edition delves into how AI technologies empower manufacturing systems to adapt to environmental changes and optimize processes. The book addresses key topics such as edge intelligence, intelligent fault diagnosis, and dynamic resource scheduling, providing a foundational understanding of AI’s role in modern manufacturing environments.
Readers will find a detailed examination of the implementation of AI within smart factories, focusing on architecture, data analysis, and flexible production line construction. The content is designed to support scholars and professionals interested in artificial intelligence, machine learning, and the industrial Internet of Things. By presenting insights into intelligent production and networked collaboration, this book serves as a valuable resource for those looking to understand the evolving landscape of manufacturing technology.
Official synopsis Publisher
“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 intelligent 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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