Artificial Intelligence and Machine Learning Applications for Sustainable Development (人工智慧與機器學習在可持續發展中的應用)

本書強調了包括人工智慧和機器學習在內的技術如何改變可再生能源技術並促進新解決方案的發展。它進一步討論了如何利用智慧技術來優化能源生產和儲存、提高能源效率，以及改善能源系統的整體可持續性。

本書內容包括：

- 討論基於人工智慧的技術，即神經網絡、模糊專家系統、優化技術和運籌學。
- 展示人工智慧和機器學習在能源市場、需求分析和可再生能源應用預測中的重要性。
- 說明使用人工智慧和機器學習應用進行可持續發展的策略。
- 提出人工智慧在電子轉型與發展、智慧城市和可再生能源利用領域的應用。
- 強調人工智慧在解決圖像和信號處理、智慧氣象監測、智慧農業和分散式能源來源等問題中的角色。

本書主要為高年級本科生、研究生及來自不同領域的學術研究者撰寫，包括電機工程、電子與通信工程、能源及環境工程等。

A J Singh is a Professor in Department of Computer Science in HPU. He has been in this department since 1992. He obtained Bachelor of Engineering in Computer Technology from NIT Bhopal, Master of Science in Distribute Information Systems from University of East London, UK under British Government ODASS Scholarship and Ph.D. degree Himachal Pradesh University, Shimla. He worked on deputation to Royal Government of Bhutan under Colombo Plan for three years. He has published more than 50 research papers, supervised six Ph.D. dissertations, 9 students are doing PhD under his supervision.

Nikita Gupta received a B. Tech degree in Electrical and Electronics Engineering from National Institute of Technology, Hamirpur, India in 2011 and M. Tech degree in Power System from Delhi Technological University, Delhi, India in 2014. She has completed her PhD degree in the Department of Electrical Engineering from Delhi Technological University, Delhi, India in December 2018. Presently, she is working as Assistant Professor at the University Institute of Technology, Himachal Pradesh University, Shimla (H.P), India. Her research interests include power system engineering, renewable energy systems, power quality, soft computing techniques, and microgrids. Dr. Nikita has published numerous research papers in reputed international including IEEE and IET, 2 book chapters, and 22 research papers in international and national conferences. Additionally, she has also published 3 edited books in reputed publications and two authored books for B. Tech machines courses. She has received funding from HIMCOSTE for a project on wind turbines. She is also an active reviewer of journals including IEEE Transactions on Power Electronics, IET Power Electronics, Journal of Engineering, IEEE Access, Wiley Journal of Energy, and many more. Dr. Nikita received the 'Commendable Research Award' for excellence in research in the year 2018 at Delhi Technological University, Delhi, India. She is the recipient of the outstanding paper award from the IEEE-GPECOM, in 2020. She is the recipient of the best paper award from the IEEE-INDICON, in 2015. She is a member of various technical communities including member IEEE, member IAENG, member ISRD and Lifetime Member TERA.

Sanjay Sharma received a B. Tech degree in Electrical Engineering from Himachal Pradesh University, Shimla, India in 2007 and M. Tech degree in Power System from National Institute of Technology, Hamirpur, India in 2010. He has completed her Ph.D. degree in Department of Electrical Engineering from Punjab Engineering College Deemed to be University Chandigarh, India in December 2019. Presently, he is working as Assistant Professor in University Institute of Technology, Himachal Pradesh University, Shimla (H.P), India. He worked on a Project "Development and validation of technology for production of high energy density from rice straw and Agri- biomasses (Funding agency PSA, GOI and Sweden). He published many research papers in reputed international and national journals. His area of research includes Power System, Renewable Energy, Network Planning, Micro grid, Optimization, GIS and Machine Learning. He has published a number of research papers in various journals, conferences. Presently his one book on Renewable Energy has been published in a reputed journal. He also granted with one patent and one in progress. He has 6 years teaching experience of NITs and government institute. He is reviewer of various conferences and international journals.

Sumit Sharma received a B.Tech in Electrical Engineering from Maharishi Markandeshwar University Mullana, Haryana, India in 2013 and M.Tech in Electrical Engineering (Power System) from PEC University of Technology Chandigarh, India in 2017. He has completed his Ph.D in Electrical Engineering from National Institute of Technology Hamirpur, India in 2022. Presently he is working as an Assistant Professor at KIET Group of Institutions, Ghaziabad. His research interest includes microgrid in rural environment, renewable energy sources, power system deregulation etc. He is the active reviewer of various international journals and conferences including international publications.

Subho Upadhyay received his ME degree in Electrical and Electronics Engineering from Birla Institute of Technology, Mesra, India in 2012 and Ph.D. from Indian Institute of Technology, Roorkee, India in August 2017. He is currently working as an Assistant Professor in Electrical Engineering Department at Dayalbagh Educational Institute, Agra. Dr. Subho teaches Power Electronics, Electrical Machine, Electrical Measurements and Fuzzy Systems in his institute. His research interests include integrated renewable energy system, power electronics applications in renewable energy, soft computing techniques and optimization. Renewable Energy System Modeling, Optimization and Applications is a book edited by him which is published by Scrivener publication and Wiley in 2022. He is an active reviewer of a number of various international journals and conferences. He is also working as an NSS Program Officer in his institute.

Sandeep Kumar is presently working as a Professor in the Department of Computer Science and Engineering, K L Deemed to Be University, Vijayawada, Andhra Pradesh, India (NAAC Accreditation: A++). He completed his Post Doc from Pentagram Pvt. Ltd. in August 2021. He has good Academics & Research experience in various areas of Electronics and Communication. His area of research includes Embedded System, Image Processing, Biometrics and Machine Learning. He has granted 25 Patents (17-National & 8-International) and 7 patents filed successfully (6-National & 1-International patent). He has been received 20 times invitations to be a Guest in Scopus Indexed IEEE/Springer Conferences. He has been invited 12 times to be an expert in various Colleges/universities in India. He has published 150 research papers in various International/National Journals (including IEEE, Springer, etc.) and Proceedings of the reputed International/ National Conferences (including Springer and IEEE). He has been awarded "Best Paper Presentation" in Nepal & India, respectively, 2017 & 2018. He was awarded for "Best Performer Award" in Hyderabad, India, in 2018. He has also been awarded the "Young Researcher Award" in Thailand, 2018. He has also been awarded the "Best Excellence Award" in Delhi, 2019. He has also been awarded the "Excellence in Academics Award" in Chennai, 2020. He is an active member of 22 various Professional International Societies. He has been nominated on the board of editors/reviewers of 25 peer-reviewed and refereed Journals. He has conducted 3 International Conference and 6 Workshops. He has also attended 45 seminars, workshops and short-term courses in IITs, etc. He has supervised 23 M. Tech & 2 PhD Scholars and currently has been Supervising 04 PhD Scholars & 2 M.Tech Scholars. His Fourteen books have been published at the International level and two books are in the press for publications at the International level.

A J Singh是HPU計算機科學系的教授，自1992年以來一直在該系任教。他獲得了NIT Bhopal的計算機技術工程學士學位，並在英國政府ODASS獎學金下於英國東倫敦大學獲得分散式信息系統碩士學位，隨後在喜馬偕爾邦大學獲得博士學位。他曾在哥倫坡計劃下被派遣至不丹皇家政府工作三年。他已發表超過50篇研究論文，指導了六篇博士論文，目前有9名學生在他的指導下攻讀博士學位。

Nikita Gupta於2011年獲得印度哈米爾普爾國立技術學院的電氣與電子工程學士學位，並於2014年在德里技術大學獲得電力系統碩士學位。她於2018年12月在德里技術大學的電氣工程系完成博士學位。目前，她在喜馬偕爾邦大學的技術大學擔任助理教授。她的研究興趣包括電力系統工程、可再生能源系統、電力質量、軟計算技術和微電網。Nikita博士在包括IEEE和IET在內的多個國際知名期刊上發表了大量研究論文，並發表了2章書籍和22篇國際及國內會議論文。此外，她還在知名出版物中出版了3本編輯書籍和兩本針對B.Tech機械課程的著作。她獲得了HIMCOSTE的資助，用於風力發電機項目。她還是多個期刊的活躍審稿人，包括IEEE Transactions on Power Electronics、IET Power Electronics、Journal of Engineering、IEEE Access、Wiley Journal of Energy等。Nikita博士於2018年在德里技術大學獲得了“優秀研究獎”。她於2020年獲得IEEE-GPECOM的優秀論文獎，並於2015年獲得IEEE-INDICON的最佳論文獎。她是多個技術社群的成員，包括IEEE會員、IAENG會員、ISRD會員及TERA終身會員。

Sanjay Sharma於2007年在喜馬偕爾邦大學獲得電氣工程學士學位，並於2010年在印度哈米爾普爾國立技術學院獲得電力系統碩士學位。他於2019年12月在印度昌迪加爾的旁遮普工程學院獲得電氣工程博士學位。目前，他在喜馬偕爾邦大學的技術大學擔任助理教授。他參與了一個名為“從稻草和農業生物質中生產高能量密度技術的開發與驗證”的項目（資助機構為PSA，印度政府和瑞典）。他在多個國際和國內期刊上發表了許多研究論文。他的研究領域包括電力系統、可再生能源、網絡規劃、微電網、優化、GIS和機器學習。他在各種期刊和會議上發表了多篇研究論文。目前，他的一本關於可再生能源的書籍已在知名期刊上發表。他還獲得了一項專利，另一項正在進行中。他在NIT和政府機構擁有6年的教學經驗，並擔任多個會議和國際期刊的審稿人。

Sumit Sharma於2013年在印度哈里亞納邦的Maharishi Markandeshwar University Mullana獲得電氣工程學士學位，並於2017年在PEC University of Technology Chandigarh獲得電氣工程（電力系統）碩士學位。他於2022年在印度哈米爾普爾國立技術學院完成電氣工程博士學位。目前，他在...