Machine Learning and the Internet of Things in Solar Power Generation
暫譯: 機器學習與物聯網在太陽能發電中的應用

Umapathy, Prabha, Hemanth, Jude, Khera, Shelej

  • 出版商: CRC
  • 出版日期: 2024-12-19
  • 售價: $2,400
  • 貴賓價: 9.5$2,280
  • 語言: 英文
  • 頁數: 232
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032299819
  • ISBN-13: 9781032299815
  • 相關分類: Machine Learning物聯網 IoT
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The text investigation various MPPT algorithms, and the optimization of solar energy using machine learning and deep learning. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in diverse engineering domains including electrical, electronics etc.

商品描述(中文翻譯)

本書探討各種最大功率點追蹤(MPPT)演算法,以及利用機器學習和深度學習優化太陽能的技術。它將成為電機、電子等多個工程領域的高年級本科生、研究生和學術研究人員的理想參考書籍。

作者簡介

Dr. S. U. Prabha is currently the Principal at Dr.N.G.P.Institue of Technology Coimbatore. She received her Ph.D degree in 2010 from Faculty of Engineering and Technology, Multimedia University, Malaysia. She received her M.E degree in Electrical Machines from PSG College of Technology, Bharathiyar University, Coimbatore in the year 1997, and her B.E degree in Electrical & Electronics Engineering from Coimbatore Institute of Technology, Bharathiyar University, Coimbatore in the year 1993. She has 26 years of teaching experience and around two decades of research experience. She also possesses 10 years of experience in teaching and research done internationally. Her research interests include Power System Optimization, Power System Stability, Power Quality issues, Renewable Energy Resources, Smart Grid and Electric Vehicles. She has around 125 publications to her credit in both international journals and international conferences. She has also visited countries like Malaysia, Singapore, Thailand and Indonesia for her academic and research purposes.She is a recognized Ph.D supervisor of Anna University, Chennai and 7 scholars have graduated under her guidance. Presently she is supervising 8 Ph.D scholars.She has fetched funding from different funding agencies like UGC, AICTE, IEEE, ISTE, etc. for a tune of around 40 Lakhs. She has 4 copyrights and 4 patents to her credit.She is the recipient of the International Award, "Distinguished Women in Engineering", instituted by Venus foundation in the field of Electrical and Electronics Engineering.(2017). She has been awarded the "Best Teacher Award", instituted by the Institute of Exploring Advances in Engineering (IEAE-2018).She is a member of IEEE, IEAE, IAEMP and Life member of ISTE.

Mrs.Abinaya Inbamani is working as a full time Research Scholar at Dr.N.G.P.Institute of Technology Coimbatore.She did her Post Graduate degree in Embedded Systems from SASTRA University, Thanjavur. She completed her undergraduate degree in Electrical and Electronics Engineering from Panimalar Engineering College, Chennai. She has a teaching experience of six years. She had been given the Best teacher award by the Institute of Scholars. Her area of interests are digital logic circuits, embedded systems and IoT. She has published papers in various Scopus journals and international conferences. She is also an online educator and also the Coursera beta tester to her credit. She is also a technologist content writer and SEO content writer.

Dr. Suman Lata Tripathi has completed her Ph.D. in the area of microelectronics and VLSI from MNNIT, Allahabad. She did her M.Tech in Electronics Engineering from UP Technical University, Lucknow and B.Tech in Electrical Engineering from Purvanchal University, Jaunpur. She is associated with Lovely Professional University as a Professor with more than seventeen years of experience in academics. She has published more than 55 research papers in refereed IEEE, Springer and IOP science journals and conferences. She has also published 11 Indian patents and 2 copyright. She has organized several workshops, summer internships, and expert lectures for students. She has worked as a session chair, conference steering committee member, editorial board member, and peer reviewer in international/national IEEE, Springer, Wiley etc Journal and conferences. She has received the "Research Excellence Award" in 2019 at Lovely professional university. She had received the best paper at IEEE ICICS-2018. She has edited and authored more than 14 books/1 Book Series in different areas of Electronics and electrical engineering. She is associated for editing work with top publishers like Elsevier, CRC Taylor and Francis, Wiley-IEEE, SP Wiley, Nova Science and Apple academic press etc. She is also associated as an editor of book Series on "Green Energy: Fundamentals, Concepts, and Applications" and "Design and development of Energy efficient systems" to be published by Scrivener Publishing, Wiley (In production). She is also associated with Wiley-IEEE for her multi-authored (ongoing) book in the area of VLSI design with HDLs. She is also working as series editor for title, "Smart Engineering Systems" CRC Press Tylor and Francis. She has already completed one book with Elsevier on "Electronic Device and Circuits Design Challenges to Implement Biomedical Applications". She is guest editor of a special issue in "Current Medical Imaging" Bentham Science. She is associated as senior member IEEE, Fellow IETE and Life member ISC and continuously involved in different professional activities along with academic work. Her area of expertise includes microelectronics device modeling and characterization, low power VLSI circuit design, VLSI design of testing, and advance FET design for IoT, Embedded System Design and biomedical applications etc.

Dr. D. Jude Hemanth received his B.E degree in ECE from Bharathiar University in 2002, M.E degree in communication systems from Anna University in 2006 and Ph.D. from Karunya University in 2013. His research areas include Computational Intelligence and Image processing. He has authored more than 150research papers in reputed SCIE indexed International Journals and Scopus indexed International Conferences. His Cumulative Impact Factor is more than 205. He has published37edited books with reputed publishers such as Elsevier, Springer and IET.He has been serving as Associate Editor/Scientific Editor of SCIE Indexed International Journalssuch as IEEE Journal of Biomedical and Health Informatics (IEEE-JBHI), Soft Computing (Springer), Journal of Intelligent and fuzzy systems, Mathematical Problems in Engineering. IET Quantum Communications and Dyna (Spain). He serves as an Editorial Board member/Guest Editor of many journals with leading publishers such asSpringer, Inderscience, MDPI, IGI Global, etc.He is the series editor of "Biomedical Engineering" book series in Elsevier and "Robotics & Healthcare" book series with CRC Press.He has received a project grant with 35,000 UK Pound from Government of UK (GCRF scheme) with collaborators from University of Westminster, UK. He has also completed 1 funded research project from CSIR, Govt. of India and 1 ongoing funded project from DST, Govt. of India. He also serves as the "Research Scientist" of Computational Intelligence and Information Systems (CI2S) Lab, Argentina; LAPISCO research lab, Brazil; RIADI Lab, Tunisia and Research Centre for Applied Intelligence, University of Craiova, Romania. He has been also the organizing committee member of several international conferences across the globe such as Portugal, Romania, UK, Egypt, China, etc.He has delivered more than 100Keynote talks/Invited Lectures in International Conferences/workshops. He holds professional membership with IEEE Technical Committee on Neural Networks (IEEE Computational Intelligence Society) and IEEE Technical Committee on Soft Computing (IEEE Systems, Man and Cybernatics Society) and ACM.Currently, he is working as Associate Professor in Department of ECE, Karunya University, Coimbatore, India. He also holds the position of "Visiting Professor" in Faculty of Electrical Engineering and Information Technology, University of Oradea, Romania.

Dr. Shelej khera has completed his Ph.D. in the area of Wireless communication in Electronics & Communication Engineering from Lingaya's University Faridabad under the guidance of senior professor Dr. SVAV Prasad. The external examiner for open seminar was Dr. Manav Bhatnagar Professor from IIT Delhi & external examiner for final defense was Dr. D. R. Bhaskar Sr. Professor ECE DEPTT. Jamiya miliya islamia university, New Delhi. He did his M.Tech in Electronics & Communication Engineering from Punjab Technical University, Jalandhar and B.Tech inElectronics & Telecommunication Engineering from Pune University, Poona.He is associated with Lovely Professional University as a Professor with more than twenty five years of experience in academics. He has worked as Dean Academics UG & PG, Professor & HOD (ECE), MTECH (ECE) coordinator, NBA coordinator, Management Representative (MR) ISO, in charge Entrepreneurship & development cell in various colleges.He has published more than 40 research papers in refereed IEEE, Springer and IOP science journals and conferences. He has guided more than 25 Mtech thesis and is presently guiding 7 Phd research scholars.He has received various research grants from AICTE, ISTE, DST & EDI. He has organized several workshops, summer internships, and expert lectures for students. He had received the best paper at IEEE ICICS-2018. He has edited more than 5 books/1 Book Series in different areas of Electronics and electrical engineering. His area of expertise includes wireless communication, next generation wireless technologies, channel estimation,5G technologies, artificial intelligence, neural networks etc.

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作者簡介(中文翻譯)

Dr. S. U. Prabha目前是Coimbatore的Dr.N.G.P.Institute of Technology的校長。她於2010年在馬來西亞多媒體大學的工程與技術學院獲得博士學位。她於1997年在Bharathiyar大學的PSG技術學院獲得電機機械的碩士學位,並於1993年在Bharathiyar大學的Coimbatore技術學院獲得電機與電子工程的學士學位。她擁有26年的教學經驗和約20年的研究經驗。她還擁有10年的國際教學和研究經驗。她的研究興趣包括電力系統優化、電力系統穩定性、電力品質問題、可再生能源資源、智慧電網和電動車。她在國際期刊和國際會議上發表了約125篇論文。她還曾因學術和研究目的訪問馬來西亞、新加坡、泰國和印尼等國。她是Anna University, Chennai的認可博士生導師,已有7名學者在她的指導下畢業。目前她正在指導8名博士生。她從UGC、AICTE、IEEE、ISTE等不同資助機構獲得了約40萬盧比的資金。她擁有4項著作權和4項專利。她是由Venus基金會頒發的國際獎項「傑出女性工程師」的獲得者(2017年)。她還獲得了由探索工程進步學院(IEAE-2018)頒發的「最佳教師獎」。她是IEEE、IEAE、IAEMP的成員,並且是ISTE的終身會員。

Abinaya Inbamani女士目前在Coimbatore的Dr.N.G.P.Institute of Technology擔任全職研究學者。她在SASTRA大學獲得嵌入式系統的碩士學位。她在Chennai的Panimalar工程學院完成了電機與電子工程的本科學位。她擁有六年的教學經驗,曾獲得學者學院頒發的最佳教師獎。她的研究興趣包括數位邏輯電路、嵌入式系統和物聯網。她在各種Scopus期刊和國際會議上發表了論文。她還是一名線上教育者,並且是Coursera的測試者。她也是一名技術內容作家和SEO內容作家。

Dr. Suman Lata Tripathi在MNNIT, Allahabad完成了微電子學和VLSI領域的博士學位。她在UP技術大學獲得電子工程的碩士學位,並在Purvanchal大學獲得電氣工程的學士學位。她在Lovely Professional University擔任教授,擁有超過十七年的學術經驗。她在經過審核的IEEE、Springer和IOP科學期刊及會議上發表了超過55篇研究論文。她還獲得了11項印度專利和2項著作權。她為學生組織了多個工作坊、暑期實習和專家講座。她曾擔任國際/國內IEEE、Springer、Wiley等期刊和會議的會議主席、會議指導委員會成員、編輯委員會成員和同行評審。她在2019年獲得了Lovely Professional University的「研究卓越獎」。她在IEEE ICICS-2018上獲得了最佳論文獎。她編輯和撰寫了超過14本書籍/1本書系列,涵蓋電子和電氣工程的不同領域。她與Elsevier、CRC Taylor and Francis、Wiley-IEEE、SP Wiley、Nova Science和Apple Academic Press等頂級出版商合作進行編輯工作。她還擔任「綠色能源:基本原理、概念和應用」和「設計與開發能源高效系統」書系列的編輯,該系列將由Scrivener Publishing, Wiley出版(正在製作中)。她還與Wiley-IEEE合作,撰寫有關VLSI設計與HDLs的多作者(進行中)書籍。她還擔任CRC Press Tylor and Francis的「智慧工程系統」系列編輯。她已經與Elsevier完成了一本名為「電子設備與電路設計挑戰以實現生物醫學應用」的書籍。她是「當前醫學影像」Bentham Science的特刊編輯。她是IEEE的高級會員、IETE的院士和ISC的終身會員,並持續參與各種專業活動及學術工作。她的專業領域包括微電子設備建模與特性分析、低功耗VLSI電路設計、VLSI測試設計以及物聯網、嵌入式系統設計和生物醫學應用的先進FET設計等。

Dr. D. Jude Hemanth於2002年在Bharathiar大學獲得電子與通信工程的學士學位,於2006年在Anna University獲得通信系統的碩士學位,並於2013年在Karunya University獲得博士學位。他的研究領域包括計算智能和影像處理。他在知名的SCIE索引國際期刊和Scopus索引國際會議上發表了超過150篇研究論文。他的累積影響因子超過205。他與Elsevier、Springer和IET等知名出版商出版了37本編輯書籍。他擔任SCIE索引國際期刊的副編輯/科學編輯,如IEEE生物醫學與健康信息學期刊(IEEE-JBHI)、軟計算(Springer)、智能與模糊系統期刊、工程中的數學問題、IET量子通信和Dyna(西班牙)。他還擔任多個期刊的編輯委員會成員/特刊編輯,與Springer、Inderscience、MDPI、IGI Global等知名出版商合作。他是Elsevier的「生物醫學工程」書系列和CRC Press的「機器人與醫療保健」書系列的系列編輯。他獲得了來自英國政府(GCRF計劃)與英國威斯敏斯特大學合作的35,000英鎊的項目資助。他還完成了來自印度政府CSIR的1個資助研究項目和來自印度政府DST的1個正在進行的資助項目。他還擔任阿根廷計算智能與信息系統(CI2S)實驗室、巴西LAPISCO研究實驗室、突尼西亞RIADI實驗室和羅馬尼亞克拉約瓦大學應用智能研究中心的「研究科學家」。他還是多個國際會議的組織委員會成員,會議地點包括葡萄牙、羅馬尼亞、英國、埃及、中國等。他在國際會議/工作坊上發表了超過100次主題演講/受邀講座。他是IEEE神經網絡技術委員會(IEEE計算智能學會)和IEEE軟計算技術委員會(IEEE系統、人類與控制論學會)及ACM的專業會員。目前,他在Karunya University的電子與通信工程系擔任副教授。他還在羅馬尼亞奧拉德大學的電氣工程與信息技術學院擔任「訪問教授」。

Dr. Shelej Khera在Lingaya's University Faridabad完成了電子與通信工程領域的無線通信博士學位,指導教授為資深教授Dr. SVAV Prasad。公開研討會的外部考官為德里印度理工學院的Dr. Manav Bhatnagar,最終答辯的外部考官為德里Jamia Millia Islamia大學的Dr. D. R. Bhaskar。她在旁遮普技術大學獲得電子與通信工程的碩士學位,並在普那大學獲得電子與電信工程的學士學位。她在Lovely Professional University擔任教授,擁有超過二十五年的學術經驗。她曾擔任本科及研究生學術院長、教授及電子與通信工程系主任、碩士(電子與通信工程)協調員、NBA協調員、管理代表(MR)ISO,並在多所學院負責創業與發展單位。她在經過審核的IEEE、Springer和IOP科學期刊及會議上發表了超過40篇研究論文。她指導了超過25篇碩士論文,並目前指導7名博士研究學者。她獲得了來自AICTE、ISTE、DST和EDI的各種研究資助。她為學生組織了多個工作坊、暑期實習和專家講座。她在IEEE ICICS-2018上獲得了最佳論文獎。她編輯了超過5本書籍/1本書系列,涵蓋電子和電氣工程的不同領域。她的專業領域包括無線通信、下一代無線技術、通道估計、5G技術、人工智能、神經網絡等。