Artificial Intelligence for a Sustainable Industry 4.0
暫譯: 可持續發展的工業4.0人工智慧
Awasthi, Shashank, Travieso-González, Carlos M., Sanyal, Goutam
商品描述
This book outlines the recent advancements in the field of artificial intelligence (AI) and addresses how useful it is in achieving truly sustainable solutions. The book also serves as a useful reference literature in developing sustainable engineering solutions to various social and techno-commercial issues of global significance. This book is organized into two sections: section 1 is focused on fundamentals and principles of AI to lay the groundwork for the second section. Section 2 explores the sustainable engineering solutions development using AI, which addresses challenges in various computing techniques and opportunities in engineering design for sustainable development using IoT/AI and smart cities. Applications include waste minimization, re-manufacturing, reuse and recycling technologies using IoT/AI, Industry 4.0, intelligent and smart grid systems, energy conservation using technology, and robotic process automation (RPA). The book is ideal for the engineers, researchers and students interested in how AI can aid in sustainable development applications.
商品描述(中文翻譯)
本書概述了人工智慧(AI)領域的最新進展,並探討其在實現真正可持續解決方案方面的實用性。本書同時也作為開發可持續工程解決方案的有用參考文獻,以應對各種具有全球意義的社會和技術商業問題。本書分為兩個部分:第一部分專注於AI的基本原理,為第二部分奠定基礎。第二部分探討利用AI開發可持續工程解決方案,解決各種計算技術中的挑戰,以及在使用物聯網(IoT)/AI和智慧城市進行可持續發展的工程設計中的機會。應用範疇包括使用IoT/AI的廢物最小化、再製造、重複使用和回收技術、工業4.0、智能和智慧電網系統、利用技術進行的能源節約,以及機器人流程自動化(RPA)。本書非常適合對AI如何協助可持續發展應用感興趣的工程師、研究人員和學生。
作者簡介
Dr. Goutam Sanyal: Received B.Tech and M.Tech from National Institute of Technology (NIT), Durgapur, and Ph.D (Engg.) Jadavpur University, Kolkata, in Robot Manipulator Path Planning. He possesses an experience of more than 35 years in the field of teaching, research and administration. He has published more than 180 papers in International Journals and Conferences. He has guided 19 Ph.D scholars in Computer Science & Engineering Department in the area of Steganography, Wireless Sensor Network, Computer Vision, Natural language Processing. He has guided more than 40 PG and 300 UG theses. He has written a book in Computer Graphics and Multimedia and 8 Book chapters. He is a reviewer of reputed Journals (IET, ELSIEVER, SPRINGER, INDER SCIENCE and Transactions) and Conferences. He has filed one patent and delivered lecture and Session Chaired in Internal Conferences. He is teaching the following subject to UG and PG students: Computer Graphics, Computer Vision, Image processing, VLSI, Computer Architecture. He visited abroad for research collaboration in University of New Castle and Cranfield in UK and NUS, Singapore. He is serving as PhD thesis examiner of VTU, JNTU, OSMANIA University, Anna University, RPTU Bhopal and NITs. He has served as expert member of faculty selection of NITs, and other Universities. He has wide experience in working with different accreditation bodies. He has served as Dean (AA & RG), Dean (Students' Welfare) and Dean (Faculty Welfare) in NIT Durgapur nearly 10 years and at present working as a Professor & Head of the Department of Computer Science & Engineering. He is a regular Member of IEEE, Life Member of CSI and Fellow of IEI. Dr Sanyal received national awards and his Biography has been selected for inclusion in Marquis Who's Who in the World 2016, 2017, 2018 Edition.
Carlos M. Travieso-González: received the M.Sc. degree in 1997 in Telecommunication Engineering at Polytechnic University of Catalonia (UPC), Spain; and Ph.D. degree in 2002 at University of Las Palmas de Gran Canaria (ULPGC-Spain). He is Full Professor on Signal Processing and Pattern Recognition and Head of Signals and Communications Department at ULPGC; teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 51 International and Spanish Research Projects, some of them as head researcher. He is co-author of 4 books, co-editor of 24 Proceedings Book, Guest Editor for 8 JCR-ISI international journals and up to 24 book chapters. He has over 440 papers published in international journals and conferences (72 of them indexed on JCR - ISI - Web of Science). He has published 7 patents in Spanish Patent and Trademark Office. He has been supervisor on 8 PhD Thesis (12 more are under supervision), and 130 Master Thesis. He is founder of The IEEE IWOBI conference series and President of its Steering Committee, of The InnoEducaTIC conference series; and of The APPIS conference series. He is evaluator of project proposals for European Union (H2020), Medical Research Council (MRC - UK), Spanish Government (ANECA - Spain), Research national Agency (ANR - France), DAAD (Germany), Argentinian Government and Colombian Institutions. He has been reviewer in different indexed international journals s (^S 2018 General Chair, InnoEducaTIC 2017 General Chair, IEEE-IWOBI 2017 General Chair, IEEE-IWOBI 2015 General Chair, InnoEducaTIC 2014 General Chair, IEEE-IWOBI 2014 General Chair, IEEE-INES 2013 General Chair, NoLISP 2011 General Chair, JRBP 2012 General Chair and IEEE-ICCST 2005 Co-Chair. He is Associate Editor on Computational Intelligence and Neuroscience journal (Hindawi - Q2 JCR-ISI). He was Vice-Dean from 2004 to 2010 in Higher Technical School of Telecommunication Engineers in ULPGC; and Vice-Dean of Graduate and Postgraduate Studies from March 2013 to November 2017. He won "Catedra Telefonica" Awards in Modality of Knowledge Transfer, in the editions 2017, 2018 and 2019.
Dr. Shashank Awasthi is a Ph.D. degree holder in Computer Science & Engineering. He is M.Tech. in Computer Science & Engineering from Dr. APJ Kalam Technical university, Lucknow and MCA from Dr. BR Ambedkar University Agra. Dr. Awasthi is presently working in G.L.Bajaj Institute of Technology & Management, Gautam Budha Nagar (India) as Professor in CSE department. His area of interest is WSN, Computer Networks. He is having more than 18 years of teaching and research experience. Dr. Awasthi was invited as Plenary Speaker in The 4th International Conference on Research in Intelligent and Computing in Engineering 2019 (RICE 2019) August 8-9, 2019 at Hanoi University of Industry, Vietnam ( HaUI). He has been attended & presented his research paper in international conferences. He has published approx. 30 papers in international journals/ conference of repute. He is having membership of IEEE, International Association of Engineers, Hong Kong. He has delivered lecture and Session Chaired in Internal Conferences. He is a member of Editorial Board of various reputed International Journals. Dr. Awasthi has Visited more than 8 countries for research purpose. He is certified by Aps Germany, Center for Mechatronics, for Industrial robotics under Indo Euro Synchronization.
Dinesh Kumar Singh received B.E. in Electronics and Communication Engineering from Kumaon Engineering College, Dwarahat, Almora in 2003. He has done M. Tech in Digital Communication from RGPV University, Bhopal, India. He has done Ph.D. from Indian Institute of Technology (ISM), Dhanbad, Jharkhand, India ISM, Dhanbad. His area of interest is microwave Engineering. He is currently working as an Associate professor in Electronics and Communication Engineering Deptt., G L Bajaj Institute of Technology and Management, Greater Noida, UP, India. His research interest, include designing of high gain, compact, re-configurable, fractal-shape, circularly polarized microstrip antennas, substrate integrated wave-guide (SIW) and Magneto-Electric (ME) dipole antenna for modern communication system. He has been credited to publish more than 20 papers with various reputed International journals and conferences. He is also reviewer of the AEU-International Journal of Electronics and Communication, Electronics Letter, etc.
作者簡介(中文翻譯)
Dr. Goutam Sanyal:於印度杜爾卡普爾國立技術學院(NIT)獲得B.Tech和M.Tech學位,並於加爾各答的賈達普爾大學獲得機器人操作臂路徑規劃的工程博士學位。他在教學、研究和管理領域擁有超過35年的經驗。他在國際期刊和會議上發表了超過180篇論文。他指導了19位計算機科學與工程系的博士生,研究領域包括隱寫術、無線感測網路、計算機視覺和自然語言處理。他指導了超過40篇碩士論文和300篇本科論文。他撰寫了一本計算機圖形學和多媒體的書籍以及8個書章。他是多個知名期刊(IET、ELSEVIER、SPRINGER、INDER SCIENCE和Transactions)的審稿人,並在內部會議中擔任講者和會議主席。他教授的課程包括:計算機圖形學、計算機視覺、影像處理、VLSI和計算機架構。他曾前往英國紐卡索大學和克蘭菲爾德大學以及新加坡國立大學進行研究合作。他擔任VTU、JNTU、奧斯曼尼亞大學、安娜大學、RPTU博帕爾和NIT的博士論文考官。他曾擔任NIT和其他大學的教職選拔專家成員,並在不同的認證機構工作中擁有豐富的經驗。他在NIT杜爾卡普爾擔任了近10年的院長(AA & RG)、院長(學生福利)和院長(教職員福利),目前擔任計算機科學與工程系的教授及系主任。他是IEEE的正式會員、CSI的終身會員和IEI的院士。Dr. Sanyal獲得了國家獎項,其傳記被選入2016、2017和2018年版的《馬奎斯世界名人錄》。
Carlos M. Travieso-González:於1997年在西班牙加泰羅尼亞理工大學(UPC)獲得電信工程碩士學位,並於2002年在西班牙大加那利島拉斯帕爾馬斯大學(ULPGC)獲得博士學位。他是ULPGC信號處理和模式識別的全職教授及信號與通信系主任,自2001年以來教授信號處理和學習理論相關課程。他的研究方向包括生物識別、生物醫學信號和影像、數據挖掘、分類系統、信號和影像處理、機器學習和環境智能。他參與了51個國際和西班牙的研究項目,其中一些擔任首席研究員。他是4本書的共同作者,24本會議論文集的共同編輯,8本JCR-ISI國際期刊的客座編輯,以及多達24個書章的共同編輯。他在國際期刊和會議上發表了超過440篇論文(其中72篇被JCR - ISI - Web of Science索引)。他在西班牙專利和商標局申請了7項專利。他指導了8篇博士論文(另外12篇正在指導中)和130篇碩士論文。他是IEEE IWOBI會議系列的創始人及其指導委員會主席,InnoEducaTIC會議系列及APPIS會議系列的創始人。他是歐盟(H2020)、英國醫學研究委員會(MRC)、西班牙政府(ANECA)、法國國家研究機構(ANR)、德國DAAD、阿根廷政府和哥倫比亞機構的項目提案評估員。他曾擔任多個索引國際期刊的審稿人(2018年S一般主席、2017年InnoEducaTIC一般主席、2017年IEEE-IWOBI一般主席、2015年IEEE-IWOBI一般主席、2014年InnoEducaTIC一般主席、2014年IEEE-IWOBI一般主席、2013年IEEE-INES一般主席、2011年NoLISP一般主席、2012年JRBP一般主席和2005年IEEE-ICCST共同主席)。他是《計算智能與神經科學》期刊的副編輯(Hindawi - Q2 JCR-ISI)。他於2004年至2010年擔任ULPGC高等技術學院電信工程系副院長,並於2013年3月至2017年11月擔任研究生和碩士生學習副院長。他在2017、2018和2019年獲得了“Catedra Telefonica”知識轉移獎。
Dr. Shashank Awasthi擁有計算機科學與工程的博士學位。他在印度盧克瑙的Dr. APJ Kalam技術大學獲得計算機科學與工程的碩士學位,並在阿格拉的Dr. BR Ambedkar大學獲得計算機碩士學位。Dr. Awasthi目前在印度高塔姆布達納加爾的G.L.Bajaj技術與管理學院擔任計算機科學與工程系的教授。他的研究興趣包括無線感測網路和計算機網路。他擁有超過18年的教學和研究經驗。Dr. Awasthi曾受邀於2019年8月8日至9日在越南河內工業大學舉行的第四屆智能與計算工程研究國際會議(RICE 2019)擔任全體演講者。他參加並在國際會議上發表了研究論文。他在國際知名期刊和會議上發表了約30篇論文。他是IEEE、國際工程師協會和香港的會員。他在內部會議中擔任講者和會議主席。他是多個知名國際期刊的編輯委員會成員。Dr. Awasthi曾為研究目的訪問超過8個國家。他獲得德國Aps、機電一體化中心的工業機器人認證,並參加了印歐同步計畫。
Dinesh Kumar Singh於2003年在印度阿爾莫拉的庫馬翁工程學院獲得電子與通信工程的學士學位。他在印度博帕爾的RGPV大學獲得數位通信的碩士學位,並在印度賈克蘇的印度理工學院(ISM)獲得博士學位。他的研究興趣是微波工程。目前,他在印度大諾伊達的G L Bajaj技術與管理學院電子與通信工程系擔任副教授。他的研究興趣包括設計高增益、緊湊、可重構、分形形狀、圓極化微帶天線、基板集成波導(SIW)和現代通信系統的磁電(ME)偶極天線。他已發表超過20篇論文於各種知名國際期刊和會議上。他也是AEU-國際電子與通信期刊、電子信件等的審稿人。