Smart Manufacturing Factory: Artificial-Intelligence-Driven Customized Manufacturing
暫譯: 智慧製造工廠：人工智慧驅動的客製化製造
Wan, Jiafu, Chen, Baotong, Wang, Shiyong
- 出版商: CRC
- 出版日期: 2025-12-26
- 售價: $2,870
- 貴賓價: 9.5 折 $2,727
- 語言: 英文
- 頁數: 458
- 裝訂: Quality Paper - also called trade paper
- ISBN: 103260901X
- ISBN-13: 9781032609010
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
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.
商品描述(中文翻譯)
人工智慧 (AI) 技術使製造系統能夠感知環境、適應外部需求，並提取過程知識，包括智能生產、網絡協作和擴展服務模型等商業模式。因此，本書專注於 AI 在客製化製造 (CM) 中的實施。
主要主題包括製造中的邊緣智能、異構網絡、智能故障診斷與維護、製造中的動態資源調度，以及智慧工廠的建設模式。基於 CM 和 AI 的見解，作者展示了 AI 在智慧工廠中對 CM 的實施，包括架構、信息融合、數據分析、動態調度、靈活生產線建設和智能製造服務。
本書將為人工智慧、智慧製造、機器學習、多代理系統和工業物聯網領域的學者提供重要的研究內容。
作者簡介
Jiafu Wan is a Professor in School of Mechanical & Automotive Engineering at South China University of Technology, China. He has directed 20 research projects, including the National Key Research and Development Program of China, and the Joint Fund of the National Natural Science Foundation of China and Guangdong Province. Thus far, he has published more than 160 scientific papers, including 120+ SCI-indexed papers, and 50+ IEEE Trans./Journal papers. According to Google Scholar Citations, his published work has been cited more than 21,000 times. He was listed as a Clarivate Analytics Highly Cited Researcher (2019-2022).
Baotong Chen received the Ph.D. degree mechanical engineering from the Department of Mechanical & Electrical Engineering, South China University of Technology (SCUT). He is currently a Lecturer with the Department of Industrial Engineering and Manufacturing, Wuhan University of Science and Technology (WUST). His research interests include equipment preventive maintenance, multi-robot collaboration, and mixed model assembly.
Shiyong Wang is an Associate Professor in the School of Mechanical & Automotive Engineering at South China University of Technology, China. He has directed 20 research projects, including the National Key Research and Development Program of China and the National Natural Science Foundation of China. Thus far, he has published more than 50 scientific papers, including 30+ SCI-indexed papers. According to Google Scholar Citations, his published work has been cited more than 5,000 times. He was listed as a Highly Cited Chinese Researcher by Elsevier (2020 and 2022).
作者簡介(中文翻譯)
萬家福是中國華南理工大學機械與汽車工程學院的教授。他指導了20個研究項目，包括中國國家重點研究與發展計劃，以及中國國家自然科學基金與廣東省的聯合基金。迄今為止，他已發表超過160篇科學論文，其中包括120篇以上的SCI索引論文和50篇以上的IEEE期刊論文。根據Google Scholar Citations，他的發表作品被引用超過21,000次。他於2019年至2022年被列為Clarivate Analytics高被引研究者。
陳保通在華南理工大學機械與電氣工程系獲得機械工程博士學位。目前，他是武漢科技大學工業工程與製造系的講師。他的研究興趣包括設備預防性維護、多機器人協作和混合模型組裝。
王世勇是中國華南理工大學機械與汽車工程學院的副教授。他指導了20個研究項目，包括中國國家重點研究與發展計劃和中國國家自然科學基金。迄今為止，他已發表超過50篇科學論文，其中包括30篇以上的SCI索引論文。根據Google Scholar Citations，他的發表作品被引用超過5,000次。他於2020年和2022年被Elsevier列為高被引中國研究者。
