Prediction Techniques for Renewable Energy Generation and Load Demand Forecasting (可再生能源發電與負載需求預測技術)

本書介紹了與現有電網整合的可再生能源預測方法。內容分為兩個部分；第一部分探討發電側的預測方法，而第二部分則處理不同的負載預測方式。廣泛涵蓋了人工智慧、機器學習、混合技術及其他最先進的可再生能源和負載預測技術。本書反映了分散式發電系統和未來微電網的最新技術，並涵蓋理論、演算法、模擬及案例研究。這本寶貴的資源為在可再生能源、可再生能源與現有電網整合及電力分配網路領域工作的學生和研究人員提供了無價的見解。

Dr. Anuradha Tomar has 12 years plus experience in research and academics. She is currently working as Assistant Professor in Instrumentation and Control Engineering Department of Netaji Subhas University of Technology, Delhi, India. Dr. Tomar has completed her postdoctoral research in Electrical Energy Systems Group, from Eindhoven University of Technology (TU/e), the Netherlands, and has successfully completed European Commission's Horizon 2020, UNITED GRID and UNICORN TKI Urban Research projects as a member. She has received her B.E. Degree in Electronics Instrumentation and Control with Honours in the year 2007 from University of Rajasthan, India. In the year 2009, she has completed her M.Tech. Degree with Honours in Power System from National Institute of Technology Hamirpur. She has received her Ph.D. in Electrical Engineering from Indian Institute of Technology Delhi (IITD). Dr. Anuradha Tomar has committed her research work efforts towards the development of sustainable, energy-efficient solutions for the empowerment of society, humankind. Her areas of research interest are operation and control of microgrids, photovoltaic systems, renewable energy-based rural electrification, congestion management in LV distribution systems, artificial intelligent and machine learning applications in power system, energy conservation and automation. She has authored or co-authored 69 research/review papers in various reputed international, national journals and conferences. She is Editor for books with international publications like Springer and Elsevier. Her research interests include photovoltaic systems, microgrids, energy conservation and automation. She has also filed seven Indian patents on her name. Dr. Tomar is Senior Member of IEEE and Life Member of ISTE, IETE, IEI and IAENG.
Prof. Prerna Gaur has completed her B.Tech. in Electrical Engineering (1988), M.Tech (1996) and Ph.D. (2009), Presently, Director, NSUT, East Campus. Professor & founder Head in Instrumentation and Control and Electrical Engineering Department in NSUT. Six years of Industry experience and 28 years of Teaching. H index-19 and i10 index -42. She is Director & Member Secretary, Business Incubator of NSUT and NBA Co-ordinator of NSUT. Has organized IEEE international conference DELCON2022, INDICON2020 and IICPE-2010 and at NSUT. She is actively associated with IEEE (Senior Member), ISTE (Life Member), IETE Fellow and IE (Fellow). Treasurer, IEEE India Council from Jan 2021. Chair, IEEE Delhi Section 2019-20. Outstanding Branch Counsellor and Advisor Award 2021, IEEE Member of Geographic Activities. Outstanding Volunteer Award, from IEEE India Council, 2019, Women of the Decade in Academia, 2018. Maulana Abul Kalam Azad Excellence award in Education-2015. IEEE PES Outstanding Chapter Engineer Award 2015 from IEEE Delhi Section, Outstanding Chapter award from IEEE PELS, NJ, USA 2013.Outstanding Branch Counselor Award from Region 10 (Asia Pacific Region) in 2012 and from IEEE USA in 2009.
Xiaolong Jin received the B.S., M.S. and Ph.D. degrees in electrical engineering from Tianjin University, China, in 2012, 2015 and 2018, respectively. He is currently Postdoc Researcher with Technical University of Denmark. From 2017 to 2019, he was a joint Ph.D. student with the School of Engineering, Cardiff University, Cardiff, UK. His research interests include energy management of multi-energy buildings and their integrations with integrated energy systems and the energy and flexibility markets solutions.

安娜拉達·托馬博士擁有超過12年的研究和學術經驗。她目前在印度德里內塔吉·蘇巴斯科技大學的儀器與控制工程系擔任助理教授。托馬博士在荷蘭埃因霍溫科技大學的電力能源系統組完成了她的博士後研究，並作為成員成功完成了歐洲委員會的Horizon 2020、UNITED GRID和UNICORN TKI城市研究項目。她於2007年在印度拉賈斯坦大學獲得電子儀器與控制的榮譽學士學位。2009年，她在哈米爾普爾國立技術學院獲得電力系統的榮譽碩士學位。她在德里印度理工學院獲得電氣工程的博士學位。安娜拉達·托馬博士致力於研究可持續、節能解決方案，以促進社會和人類的發展。她的研究興趣包括微電網的運行與控制、光伏系統、基於可再生能源的農村電氣化、低壓配電系統的擁塞管理、電力系統中的人工智慧和機器學習應用、能源節約和自動化。她在各種知名的國際和國內期刊及會議上發表或共同發表了69篇研究/評論論文。她是與國際出版商如Springer和Elsevier合作的書籍編輯。她的研究興趣包括光伏系統、微電網、能源節約和自動化。她還以她的名義申請了七項印度專利。托馬博士是IEEE的高級會員，並且是ISTE、IETE、IEI和IAENG的終身會員。

普瑞娜·高爾教授於1988年獲得電氣工程的學士學位，1996年獲得碩士學位，2009年獲得博士學位，目前擔任NSUT東校區的主任。她是NSUT儀器與控制及電氣工程系的創始系主任，擁有六年的行業經驗和28年的教學經驗。她的H指數為19，i10指數為42。她是NSUT商業孵化器的主任及成員秘書，並擔任NSUT的NBA協調員。她組織了IEEE國際會議DELCON2022、INDICON2020和IICPE-2010。她積極參與IEEE（高級會員）、ISTE（終身會員）、IETE院士和IE（院士）。自2021年1月起擔任IEEE印度委員會的財務主管，2019-20年擔任IEEE德里分會主席。她於2021年獲得傑出分會顧問和顧問獎，並被評選為2019年IEEE地理活動的傑出會員。2019年獲得IEEE印度委員會的傑出志願者獎，2018年被評選為十年學術女性，2015年獲得馬烏拉納·阿布爾·卡拉姆·阿扎德教育卓越獎。2015年獲得IEEE德里分會的IEEE PES傑出分會工程師獎，2013年獲得美國IEEE PELS的傑出分會獎。2012年獲得第10區（亞太地區）的傑出分會顧問獎，2009年獲得IEEE美國的獎項。

金小龍於2012年、2015年和2018年分別在中國天津大學獲得電氣工程的學士、碩士和博士學位。他目前是丹麥技術大學的博士後研究員。2017年至2019年，他是英國卡迪夫大學工程學院的聯合博士生。他的研究興趣包括多能源建築的能源管理及其與綜合能源系統和能源及靈活性市場解決方案的整合。