Big Data Analytics in Smart Manufacturing: Principles and Practices

人工智慧、物聯網和機器學習的結合在醫療系統中具有革命性的意義。人工智慧和物聯網技術的超安全和不可變分散式帳本、強大的共識機制、去中心化和自主身份，具有極大的潛力來重新平衡和改進機器學習算法。本書討論了利用人工智慧、物聯網和機器學習增強醫療系統的可能性。

特點:
- 讀者將獲得關於智能製造系統的概述，該系統能夠優化製造過程，並通過增加整體利潤使用戶受益。
- 研究人員將獲得有關大數據技術如何通過實時智能製造系統中的數據流觀察來尋找新的關聯、因素和模式的洞察。
- 工業界人士可以獲得有關設計缺陷檢測、對市場的快速反應、滿足客戶需求的創新產品等方面的概述，這將有助於他們的人均收入。
- 討論了在智能製造中使用的技術觀點、概念、理論和基本假設。
- 以用戶友好的方式提供信息，適用於學生、研究人員、工業專家和商業創新者，以及專業人士和從業人員。

本書主要針對從事人工智慧、物聯網和機器學習研究的研究生和研究人員。醫療專業人士也會發現本書有用。

Prof. (Dr.) P Suresh is currently serving as Academic Coordinator and Professor in the Department of Mechanical Engineering at Galgotias University, Greater Noida. He received his Ph.D. degree in the Faculty of Mechanical Engineering, from Anna University, Tamilnadu, in 2014. He completed Master of Engineering in Engineering Design from Bharathiar University, Coimbatore, Tamilnadu in 2001 and a Bachelor of Engineering in University of Madras, Chennai, Tamilnadu in 2000. He has about 21 years of working experience in academics and research. He has published more than 55 publications in various International Journals, Conferences, and Book chapters in Elsevier, Springer, IET, etc. Dr. P. Suresh is also associated with various professional bodies such as The Institution of Engineers of India (IEI), IAENG, International Association of Engineers, Life member of ISTE (Indian Society for Technical Education), and he is the Senior Member of IRED.

Prof. (Dr.) T Poongodi is a Professor in the Department of Computer Science and Engineering at the Galgotias University, Delhi - NCR, India. She received her Ph.D. degree in Information Technology (Information and Communication Engineering) from Anna University, Tamil Nadu, India. She has more than 15 years of experience working in teaching and research. Her current research interests include Network Security, Wireless Ad Hoc and Sensor Networks, Internet of Things (IoT), Computer Networks, and Blockchain Technology for emerging communication networks. Dr. T. Poongodi is the author of over 40+ book chapters including some reputed publishers such as Springer, Elsevier, Wiley, De-Gruyter, CRC Press, IGI global and 30+ international journals and conferences. She has published 10+ books in the areas of Internet of Things, Data Analytics, Blockchain Technology, Artificial Intelligence, Machine Learning, and Healthcare Informatics, published by reputed publishers such as Springer, IET, Wiley, CRC Taylor & Francis, and Apple Academic Press.

Prof. (Dr.) B Balamurugan is currently working as Associate Dean-Student Engagement, Shiv Nadar University, Delhi-National Capital Region (NCR), India. His contributions focus on Engineering Education, Blockchain, and Data Sciences. His Academic degrees and twelve years of experience working as a faculty in a global University like VIT University, Vellore have made him more receptive and prominent in his domain. He does have 200 plus high impact factor papers in Springer, Elsevier, and IEEE. He has done more than 50 Edited and authored books and collaborated with eminent professors across the world from top QS ranked universities. Prof. Balamurugan Balusamy has served up to the position of Associate Professor in his stint of 12 years of experience with VIT University, Vellore. He had completed his Bachelors, Master and PhD Degrees from Top premier institutions in India. His passion is teaching and adapting different design thinking principles while delivering his lectures. He has published 30+ books on various technologies and visited 15 plus countries for his technical course. He has several top-notch conferences in his resume and has published over 200 quality journal, conferences and book chapters combined. He serves on the advisory committee for several start-ups and forums and does consultancy work for the industry on Industrial IoT. He has given over 175 talks at various events and symposiums. He is currently working as a professor and chief research coordinator at Galgotias University and teaches faculty and students about research, does research on Blockchain and IoT.

Dr. Meenakshi Sharma, Professor Dean R&D in Galgotias University, Greater Noida. M.Tech in Computer Science and Engineering from Kurukshetra University in 2006. She has been awarded Ph.D. in Computer Science, from Kurukshetra University in 2011. She has 15+ Years of Experience in Teaching and Research. Her research interests are Machine Learning, Image Processing, Big Data Analytics, Data compression, and Digital and data warehousing. She has a total of 50+ Research publications in IEEE transaction, SCIE, SCI, and Scopus. She got the Best Research and Teacher award in 2017 and 2018. She attended as Session Chair in Many International Conferences and gave Guest Lecturer on Machine Learning, and Big Data in Many Engineering Colleges. She works as a Reviewer in many SCI and Scopus Indexed Journals. She is the GUEST editor (SCOPUS JOURNAL). She is also Guest Editor, (CRC Press) Taylor Francis. She had guided 02 Ph.D. Candidate, 01 Thesis Submitted, and 05 are under Guidance.

Prof. (Dr.) P Suresh目前擔任印度加爾各答大學機械工程系的學術協調員和教授。他於2014年在安納大學機械工程學院獲得博士學位。他於2001年在巴拉蒂亞爾大學工程設計專業獲得碩士學位，並於2000年在馬德拉斯大學獲得工程學士學位。他在學術和研究領域擁有約21年的工作經驗。他在Elsevier、Springer、IET等國際期刊、會議和專書章節上發表了55多篇論文。P. Suresh博士還與印度工程師學會（IEI）、IAENG國際工程師協會、印度技術教育學會（ISTE）等專業機構有著密切的聯繫，並且是IRED的高級會員。

Prof. (Dr.) T Poongodi是印度加爾各答大學計算機科學與工程系的教授。她在印度泰米爾納德邦的安納大學獲得了信息技術（信息和通信工程）的博士學位。她在教學和研究方面擁有15多年的經驗。她目前的研究興趣包括網絡安全、無線自組網和感知網絡、物聯網（IoT）、計算機網絡和區塊鏈技術等新興通信網絡。T. Poongodi博士是40多篇專書章節的作者，其中包括Springer、Elsevier、Wiley、De-Gruyter、CRC Press、IGI global等知名出版商，還有30多篇國際期刊和會議論文。她出版了10多本關於物聯網、數據分析、區塊鏈技術、人工智能、機器學習和醫療信息學的書籍，這些書籍由Springer、IET、Wiley、CRC Taylor & Francis和Apple Academic Press等知名出版商出版。

Prof. (Dr.) B Balamurugan目前擔任印度德里-國家首都區（NCR）的Shiv Nadar大學學生參與副院長。他的貢獻主要集中在工程教育、區塊鏈和數據科學方面。他在全球大學VIT University的12年教職和工程學位使他在自己的領域中更加開放和卓越。他在Springer、Elsevier和IEEE等期刊上發表了200多篇高影響因子論文。他編著和撰寫了50多本書籍，並與來自世界頂尖QS排名大學的著名教授合作。Balamurugan Balusamy教授在VIT University的12年經驗中擔任副教授職位。他在印度頂尖的高等學府獲得了學士、碩士和博士學位。他熱愛教學，並在講授課程時運用不同的設計思維原則。他在各種技術領域出版了30多本書籍，並訪問了15多個國家進行技術課程。他的履歷中有幾個頂尖會議，並且發表了200多篇優質期刊、會議和專書章節。他是幾家初創企業和論壇的顧問委員會成員，並為工業物聯網提供咨詢服務。他在各種活動和研討會上發表了175多場演講。他目前在加爾各答大學擔任教授和首席研究協調員，教授教職員和學生進行研究，並從事區塊鏈和物聯網的研究。

Dr. Meenakshi Sharma是印度加爾各答大學的教授兼研發主任。她於2006年在Kurukshetra大學獲得計算機科學與工程的碩士學位，並於2011年在Kurukshetra大學獲得計算機科學的博士學位。她在教學和研究方面擁有15多年的經驗。她的研究興趣包括網絡安全、無線自組網和感知網絡、物聯網（IoT）、計算機網絡和區塊鏈技術等。她是40多篇專書章節的作者，其中包括Springer、Elsevier、Wiley、De-Gruyter、CRC Press、IGI global等知名出版商，還有30多篇國際期刊和會議論文。她出版了10多本關於物聯網、數據分析、區塊鏈技術、人工智能、機器學習和醫療信息學的書籍，這些書籍由Springer、IET、Wiley、CRC Taylor & Francis和Apple Academic Press等知名出版商出版。