Artificial Intelligence-Based Energy Management Systems for Smart Microgrids
暫譯: 基於人工智慧的智慧微電網能源管理系統

本文討論了使用人工智慧和元啟發式技術對小型和微型電網系統的建模與優化。這將是電機工程、電子與通信工程、可再生能源以及清潔技術領域的研究生和專業人士的理想參考書籍。

Baseem Khan (M'16) received his Bachelor of Engineering degree in Electrical Engineering from Rajiv Gandhi Technological University, Bhopal, India in 2008. He received his Master of Technology and Doctor of Philosophy degrees in Electrical Engineering from the Maulana Azad National Institute of Technology, Bhopal, India, in 2010 and 2014, respectively. Currently, he is working as a faculty member at Hawassa University, Ethiopia. His research interest includes power system restructuring, power system planning, smart grid technologies, meta-heuristic optimization techniques, reliability analysis of renewable energy systems, power quality analysis, and renewable energy integration.

P. Sanjeevikumar is SMIEEE'15, FIETE'18, FIE'18, FIET'19 and Charted Engineer (CEng., India) received his Bachelor (First Class), Master (Distinction), Ph. D Degree in Electrical Engineering from the University of Madras, Pondicherry University (India, 2002, 2006), University of Bologna (Italy, 2012). Research work focused in the field of Power Electronics (multi-phase/multilevel converters). Editorial Board / Associate Editor of IEEE Systems Journal, IET PEL, subject editor of IET RPG, subject editor of IET GTD, IEEE Access, Turkish Journal of Electrical Engineering & Computer Science, Journal of Power Electronics (JPE-Korea), FACETS (Canada).

Hassan Haes Alhelou (S'15) is a faculty member at Tisheen University, Lattakia, Syria. He is also a Ph.D. researcher at the Isfahan University of Technology (IUT), Isfahan, Iran. He is included in the 2018 Publons list of the top 1% best reviewer and researchers in the field of engineering. He was the recipient of the Outstanding Reviewer Award from Energy Conversion and Management Journal in 2016, ISA Transactions Journal in 2018, Applied Energy Journal in 2019, and many other awards. He was the recipient of the best young researcher in the Arab Student Forum Creative among 61 researchers from 16 countries at Alexandria University, Egypt, 2011. He has published more than 30 research papers in high-quality peer-reviewed journals and international conferences. He has also performed more than 160 reviews for high prestigious journals including IEEE Transactions on Industrial Informatics, IEEE Transactions on Industrial Electronics, Energy Conversion, and Management, Applied Energy, International Journal of Electrical Power \& Energy Systems. He has participated in more than 15 industrial projects. His major research interests are Power systems, Power system dynamics, Power system operation, and control, Dynamic state estimation, Frequency control, Smart grids, Micro-grids, Demand response, Load shedding, and Power system protection.

Om Prakash Mahela (M'13) was born in Sabalpura, Kuchaman City, Rajasthan, India, in 1977. He received the B.E. degree from the College of Technology and Engineering, Udaipur, India, in 2002, and the MTech. degree from Jagannath University, Jaipur, India, in 2013, and the Ph.D. degree from Indian Institute of Technology Jodhpur, India, in 2018, all in electrical engineering. From 2002 to 2004, he was an Assistant Professor with the Rajasthan Institute of Engineering and Technology, Jaipur, India. From 2004 to 2014, he was a Junior Engineer with the Rajasthan Rajya Vidyut Prasaran Nigam Ltd., India, and Assistant Engineer since July 20014. He has authored more than 100 research articles and book chapters. His research interest includes power quality, power system planning, grid integration of renewable energy sources, FACTS devices, transmission line protection, and condition monitoring. He was a recipient of the University rank certificate in 2002, Gold Medal in 2013, best research paper award from IEEE ICSEDPS 2018, C.V. Raman Gold Medal in 2019, and outstanding Reviewer Awards from Elsevier Journals.

S. Rajkumar working as an assistant professor in the faculty of manufacturing, institute of technology, Hawassa University, Ethiopia. He has acquired Fourteen years of teaching experience in various reputed engineering colleges and universities. He did a Ph.D. from Anna University, Chennai in the year of 2014. He published more than forty Research papers in International Journal and International conference. He actively participates in more than ten professional societies. He was the reviewer and editorial board member in various reputed international journals.

Baseem Khan (M'16) 於 2008 年獲得印度博帕爾的拉吉夫甘地科技大學 (Rajiv Gandhi Technological University) 電機工程學士學位。他於 2010 年和 2014 年分別在印度博帕爾的毛拉納阿扎德國立科技學院 (Maulana Azad National Institute of Technology) 獲得電機工程碩士和博士學位。目前，他在埃塞俄比亞的哈瓦薩大學 (Hawassa University) 擔任教職。他的研究興趣包括電力系統重組、電力系統規劃、智慧電網技術、元啟發式優化技術、可再生能源系統的可靠性分析、電力品質分析以及可再生能源整合。

P. Sanjeevikumar 是 SMIEEE'15、FIETE'18、FIE'18、FIET'19 及印度特許工程師 (CEng.)，他於 2002 年和 2006 年在印度的馬德拉斯大學 (University of Madras) 和龐迪榭里大學 (Pondicherry University) 獲得電機工程學士（優等）和碩士（榮譽）學位，並於 2012 年在意大利的博洛尼亞大學 (University of Bologna) 獲得博士學位。他的研究工作專注於電力電子（多相/多級轉換器）領域。他是 IEEE Systems Journal、IET PEL 的編輯委員會成員/副編輯，並擔任 IET RPG、IET GTD、IEEE Access、土耳其電氣工程與計算機科學期刊、韓國電力電子期刊 (JPE-Korea)、FACETS（加拿大）的主題編輯。

Hassan Haes Alhelou (S'15) 是敘利亞拉塔基亞的提希恩大學 (Tisheen University) 的教職員。他同時也是伊朗伊斯法罕科技大學 (Isfahan University of Technology, IUT) 的博士研究生。他入選 2018 年 Publons 工程領域最佳 1% 評審和研究者名單。他曾於 2016 年獲得能源轉換與管理期刊的傑出評審獎，2018 年獲得 ISA Transactions 期刊的獎項，2019 年獲得應用能源期刊的獎項，以及其他多項獎項。他在 2011 年於埃及亞歷山大大學的阿拉伯學生論壇中獲得最佳青年研究者獎，與來自 16 個國家的 61 位研究者競爭。他在高品質的同行評審期刊和國際會議上發表了超過 30 篇研究論文。他還為包括 IEEE Transactions on Industrial Informatics、IEEE Transactions on Industrial Electronics、Energy Conversion and Management、Applied Energy、International Journal of Electrical Power & Energy Systems 在內的多本高端期刊進行了超過 160 次的評審。他參與了超過 15 個工業項目。他的主要研究興趣包括電力系統、電力系統動態、電力系統運行與控制、動態狀態估計、頻率控制、智慧電網、微電網、需求響應、負載切除和電力系統保護。

Om Prakash Mahela (M'13) 於 1977 年出生於印度拉賈斯坦邦的薩巴爾普拉 (Sabalpura, Kuchaman City)。他於 2002 年在印度烏代浦爾的技術與工程學院 (College of Technology and Engineering) 獲得電機工程學士學位，於 2013 年在印度齋浦爾的賈根納大學 (Jagannath University) 獲得碩士學位，並於 2018 年在印度焦特布爾的印度理工學院 (Indian Institute of Technology Jodhpur) 獲得博士學位。從 2002 年到 2004 年，他在印度齋浦爾的拉賈斯坦工程與技術學院擔任助理教授。從 2004 年到 2014 年，他在印度拉賈斯坦邦電力傳輸公司 (Rajasthan Rajya Vidyut Prasaran Nigam Ltd.) 擔任初級工程師，自 2004 年 7 月起擔任助理工程師。他已發表超過 100 篇研究文章和書籍章節。他的研究興趣包括電力品質、電力系統規劃、可再生能源的電網整合、FACTS 裝置、傳輸線保護和狀態監測。他於 2002 年獲得大學排名證書，2013 年獲得金獎，2018 年獲得 IEEE ICSEDPS 的最佳研究論文獎，2019 年獲得 C.V. Raman 金獎，以及來自 Elsevier 期刊的傑出評審獎。

S. Rajkumar 在埃塞俄比亞哈瓦薩大學 (Hawassa University) 的製造學院擔任助理教授。他在多所知名工程學院和大學擁有十四年的教學經驗。他於 2014 年在印度金奈的安娜大學 (Anna University) 獲得博士學位。他在國際期刊和國際會議上發表了超過四十篇研究論文。他積極參與超過十個專業學會。他曾擔任多本知名國際期刊的評審和編輯委員會成員。