Photovoltaic Systems: Artificial Intelligence-based Fault Diagnosis and Predictive Maintenance

Sundaram, K. Mohana, Padmanaban, Sanjeevikumar, Holm-Nielsen, Jens Bo

  • 出版商: CRC
  • 出版日期: 2024-10-07
  • 售價: $2,380
  • 貴賓價: 9.5$2,261
  • 語言: 英文
  • 頁數: 140
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032064285
  • ISBN-13: 9781032064284
  • 相關分類: 人工智慧Machine Learning
  • 海外代購書籍(需單獨結帳)

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商品描述

This book gives comprehensive insight to the fault detection techniques implemented for photovoltaic panels including predictive maintenance needed to improve the performance of solar PV systems using Artificial Intelligence techniques. It explains fault identification algorithms and their significance in real-time power system applications.

商品描述(中文翻譯)

本書全面介紹了用於光伏面板的故障檢測技術,包括利用人工智慧技術進行的預測性維護,以提升太陽能光伏系統的性能。書中解釋了故障識別算法及其在實時電力系統應用中的重要性。

作者簡介

K. Mohana Sundaram is Professor in Department of EEE, KPR Institute of Engineering and Technology, Coimbatore India. He has 18 years of teaching and research experience. His current research interests include intelligent controllers, power systems, embedded systems, and power electronics. He has completed a funded project of worth Rs. 30.84 lakhs sponsored by DST, Government of India. He received his B.E. degree in Electrical and Electronics Engineering from University of Madras in 2000, M. Tech degree in High Voltage Engineering from SASTRA University in 2002, and Ph.D. degree from Anna University, India, in 2014. Under his supervision, four candidates have completed their Ph.D. from Anna University, Chennai, while nine candidates are still pursuing. He has published 47 articles in international journals. He serves as reviewer for IEEE journals, Springer journals, and Elsevier. He is a member of IE, ISTE, IAENG, etc.

Sanjeevikumar Padmanaban (M'12-SM'15) received the bachelor's degree in electrical engineering from the University of Madras, Chennai, India, in 2002, the master's degree (Hons.) in electrical engineering from Pondicherry University, Puducherry, India, in 2006, and the PhD degree in electrical engineering from the University of Bologna, Bologna, Italy, in 2012. He was an Associate Professor with VIT University from 2012 to 2013. In 2013, he joined the National Institute of Technology, India, as a Faculty Member. In 2014, he was invited as a Visiting Researcher at the Department of Electrical Engineering, Qatar University, Doha, Qatar, funded by the Qatar National Research Foundation (Government of Qatar). He continued his research activities with the Dublin Institute of Technology, Dublin, Ireland, in 2014. He was an Associate Professor with the Department of Electrical and Electronics Engineering, University of Johannesburg, Johannesburg, South Africa, from 2016 to 2018. Since 2018, he has been a Faculty Member with the Department of Energy Technology, Aalborg University, Esbjerg, Denmark. He has authored more than 300 scientific papers. S. Padmanaban was the recipient of the Best Paper cum Most Excellence Research Paper Award from IET-SEISCON'13, IET-CEAT'16, IEEE-EECSI'19, IEEE-CENCON'19 and five best paper awards from ETAEERE'16 sponsored Lecture Notes in Electrical Engineering, Springer book. He is a Fellow of the Institution of Engineers, India, the Institution of Electronics and Telecommunication Engineers, India, and the Institution of Engineering and Technology, U.K. He is an Editor/Associate Editor/Editorial Board for refereed journals, in particular the IEEE SYSTEMS JOURNAL, IEEE Transaction on Industry Applications, IEEE ACCESS, IET Power Electronics, and International Transactions on Electrical Energy Systems Journal, Wiley Publications, and the Subject Editor for the IET Renewable Power Generation, IET Generation, Transmission and Distribution, and FACTS journal (Canada).

Jens Bo Holm-Nielsen currently works at the Department of Energy Technology, Aalborg University and Head of the Esbjerg Energy Section. On this research, activities established the Center for Bioenergy and Green Engineering in 2009 and serve as the Head of the research group. He has vast experience in the field of Bio-refinery concepts and Biogas production-Anaerobic Digestion. Implementation projects of Bio-energy systems in Denmark with provinces and European states. He served as the technical advisory for many industries in this field. He has executed many large scale European Union and United Nation projects in research aspects of Bioenergy, bio refinery processes, the full chain of biogas and Green Engineering. He has authored more than 100 scientific papers. He was a member on invitation with various capacities in the committee for over 250 various international conferences and Organizer of international conferences, workshops and training programmes in Europe, Central Asia and China. Focus areas Renewable Energy - Sustainability - Green jobs for all.

作者簡介(中文翻譯)

K. Mohana Sundaram是印度科印拜陀KPR工程技術學院電氣與電子工程系的教授。他擁有18年的教學和研究經驗。他目前的研究興趣包括智能控制器、電力系統、嵌入式系統和電力電子。他完成了一個由印度政府科技部(DST)資助的價值30.84萬盧比的項目。他於2000年在馬德拉斯大學獲得電氣與電子工程學士學位,2002年在SASTRA大學獲得高壓工程碩士學位,並於2014年在印度安娜大學獲得博士學位。在他的指導下,四名候選人已從印度金奈的安娜大學完成博士學位,九名候選人仍在攻讀中。他在國際期刊上發表了47篇文章,並擔任IEEE期刊、Springer期刊和Elsevier的審稿人。他是印度工程師學會(IE)、印度電子與電信工程師學會(ISTE)、國際工程師學會(IAENG)等的成員。

Sanjeevikumar Padmanaban(M'12-SM'15)於2002年在印度金奈的馬德拉斯大學獲得電氣工程學士學位,2006年在印度普德裡的普德裡大學獲得電氣工程碩士學位(榮譽),並於2012年在意大利博洛尼亞大學獲得電氣工程博士學位。他於2012年至2013年擔任VIT大學的副教授。2013年,他加入印度國立技術學院擔任教職。2014年,他受邀成為卡塔爾多哈卡塔爾大學電氣工程系的訪問研究員,該項目由卡塔爾國家研究基金會資助。他於2014年繼續在愛爾蘭都柏林技術學院進行研究活動。他於2016年至2018年擔任南非約翰尼斯堡大學電氣與電子工程系的副教授。自2018年以來,他一直是丹麥艾斯比約的奧爾堡大學能源技術系的教職員。他已發表超過300篇科學論文。S. Padmanaban曾獲得IET-SEISCON'13、IET-CEAT'16、IEEE-EECSI'19、IEEE-CENCON'19的最佳論文及最優秀研究論文獎,以及ETAEERE'16贊助的五個最佳論文獎。他是印度工程師學會、印度電子與電信工程師學會和英國工程與技術學會的院士。他擔任多個同行評審期刊的編輯/副編輯/編輯委員會成員,特別是IEEE SYSTEMS JOURNAL、IEEE Transaction on Industry Applications、IEEE ACCESS、IET Power Electronics和Wiley Publications的International Transactions on Electrical Energy Systems Journal,以及IET Renewable Power Generation、IET Generation, Transmission and Distribution和FACTS期刊(加拿大)的主題編輯。

Jens Bo Holm-Nielsen目前在奧爾堡大學能源技術系工作,並擔任艾斯比約能源部門的負責人。在這項研究活動中,他於2009年建立了生物能源與綠色工程中心,並擔任研究小組的負責人。他在生物精煉概念和生物氣體生產-厭氧消化領域擁有豐富的經驗。他在丹麥及歐洲各省實施生物能源系統項目,並擔任該領域多家企業的技術顧問。他執行了許多大型歐盟和聯合國的研究項目,涉及生物能源、生物精煉過程、生物氣體的完整鏈條和綠色工程。他已發表超過100篇科學論文。他受邀以各種身份參與超過250個國際會議的委員會,並組織了在歐洲舉辦的國際會議、研討會和培訓計劃。