Automated Design of Electrical Converters with Advanced AI Algorithms

電力轉換器是一種用於電氣工程、電力工程和電力行業的設備，旨在將電能從一種形式轉換為另一種形式，例如在交流電（AC）和直流電（DC）之間轉換、改變電壓或頻率，或這些的組合。它被廣泛應用於各種場合，如工業驅動、電源、能源發電設備、消費品、電動車/飛機/船舶、智慧電網等。本書將為工程師通過人工智慧（AI）方法設計電力轉換器打開一扇門。書中首先回顧了當前電力轉換器中的AI技術。接著介紹了考慮到電力轉換器特定特徵的定制AI算法。然後，本書提出了一套基於AI的電力設備設計方法論，包括DC/DC轉換器、共振DC/DC轉換器、雙向DC/DC轉換器、DC/AC逆變器和AC/DC整流器。這是第一本涵蓋使用AI創建電力轉換器所需知識的書籍，包括文獻回顧、算法和電路設計。

Xin Zhang received the Ph.D. degree in Automatic Control and Systems Engineering from the University of Sheffield, U.K., in 2016 and the Ph.D. degree in Electronic and Electrical Engineering from Nanjing University of Aeronautics & Astronautics, China, in 2014. From February 2014 to December 2016, he was a Research Associate with the University of Sheffield. From January 2017 to September 2017, he was the Postdoctoral Research Fellow at the City University of Hong Kong. From September 2017 to August 2020, he was an Assistant Professor of power engineering with the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. Currently, he is a Full Professor at Zhejiang University. He is generally interested in power electronics, power systems, and advanced control theory, together with their applications in various sectors. Dr.Zhang has received the Highly Prestigious Chinese National Award for Outstanding Students Aboard in 2016.He is the Associate Editor of 8 SCI journals and transactions, such as IEEE TIE/JESTPE/OJPE Access and IET Power Electronics, etc.

- Xinze Li,

Mr. Li Xinze received bachelor's degree in power engineering from Shandong University, China in 2018 and currently working toward the Ph.D. degree in Electrical and Electronic Engineering from Nanyang Technological University, Singapore. He is the IEEE student member since 2018. His research interests include the applications of artificial intelligence in power electronics, fully automated design of power converters, DC-DC converter, circuit parameter design, modulation design, filter design, electric vehicle, renewable energy, deep learning, computer vision, natural language processing, and evolutionary algorithm.

- Hao Ma,

Prof. Hao Ma received the B.S., M.S. and Ph.D. degrees from Zhejiang University, Hangzhou, China, in 1991, 1994 and 1997 respectively, all in Electrical Engineering.Since 1997, he worked as a lecturer, associate professor and professor at Zhejiang University. Currently, Prof. Ma is a professor in the College of Electrical Engineering, and is served as Vice Dean of ZJU-UIUC Institute, Zhejiang University. His research interests include Advanced Control in Power Electronics, Wireless Power Transfer, Fault Diagnosis of Power Electronic Circuits and Systems, and Application of Power Electronics.

Prof. Ma is served as Director of Academic Committee of China Power Supply Society, Vice President and Secretary-general of Power Supply Society of Zhejiang Province, Associate Editor of Journal of Power Electronics (JPE), Associate Editor of IEEE Journal of Emerging and Selected Topics in Power Electronics (JESTPE). Prof. Ma was served as Vice Dean of college of electrical engineering, Zhejiang University (2013-2017), AdCom member of IEEE Industrial Electronics Society (2014-2015), Technical Program Chair of IEEE PEAC 2018 and IEEE PEAC 2014, Technical Program Chair of IEEE ISIE 2012, and was served as Co-chair of Power Systems and Smart Grids, IEEE IECON 2018, Special Session Co-chair of IEEE IECON 2017, Co-chair of Power Electronics and Energy Conversion, IEEE IECON 2013, and Co-chair of Power Electronics and Renewable Energy Track, IEEE IECON 2010.

- Jingjing Huang,

Professor Jingjing Huang received the B.S. degree from the Henan University of Science and Technology, Luoyang, China, in 2008, and the Ph.D. degree from Xi'an Jiaotong University, Xi'an, China, in 2014, both in electrical engineering.

From April 2014 to November 2016, she was a full-time Lecturer with the Xi'an University of Technology, Xi'an. From December 2016 to December 2019, she was a full-time Post-Doctoral Research Fellow with Nanyang Technological University, Singapore. She is currently an Associate Professor with the School of Electronic and Information Engineering, Xi'an Jiaotong University. Her research interests include renewable energy systems, high-frequency transformer, hybrid ac/dc microgrid, and high-power converters.

- Zheng Zeng,

Professor Zheng Zeng received the B.Sc. degree in electrical engineering from Wuhan University, Wuhan, China, in 2009, and the Ph.D. degree in electrical engineering from Zhejiang University, Hangzhou, China, in 2014. He joined School of Electrical Engineering, Chongqing University, Chongqing, China, in July 2014, where he was promoted to associate professor in August 2017. From July 2018 to July 2019, he was a research fellow with School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. His research interests include grid-connected inverter for renewable energy integration and customized package for wideband gap power devices.

- Xin Zhang
Xin Zhang於2016年獲得英國謝菲爾德大學自動控制與系統工程博士學位，並於2014年獲得中國南京航空航天大學電子與電氣工程博士學位。2014年2月至2016年12月，他在謝菲爾德大學擔任研究助理。2017年1月至2017年9月，他是香港城市大學的博士後研究員。2017年9月至2020年8月，他在新加坡南洋理工大學電氣與電子工程學院擔任助理教授。目前，他是浙江大學的全職教授。他的研究興趣主要包括電力電子學、電力系統及先進控制理論，並應用於各個領域。Zhang博士於2016年獲得中國國家優秀留學生獎。他是8本SCI期刊及交易的副編輯，如IEEE TIE/JESTPE/OJPE Access和IET Power Electronics等。

- Xinze Li
李鑫澤先生於2018年獲得中國山東大學電力工程學士學位，目前正在新加坡南洋理工大學攻讀電氣與電子工程博士學位。他自2018年起成為IEEE學生會員。他的研究興趣包括人工智慧在電力電子學中的應用、全自動電力轉換器設計、DC-DC轉換器、電路參數設計、調變設計、濾波器設計、電動車、可再生能源、深度學習、計算機視覺、自然語言處理及進化演算法。

- Hao Ma
馬浩教授於1991年、1994年和1997年分別在中國浙江大學獲得電氣工程學士、碩士和博士學位。自1997年以來，他在浙江大學擔任講師、副教授及教授。目前，馬教授是電氣工程學院的教授，並擔任浙江大學ZJU-UIUC研究所的副院長。他的研究興趣包括電力電子學中的先進控制、無線電力傳輸、電力電子電路與系統的故障診斷及電力電子的應用。
馬教授擔任中國電源學會學術委員會主任，浙江省電源學會副會長及秘書長，《電力電子學報》（JPE）副編輯，IEEE《新興與選定電力電子主題期刊》（JESTPE）副編輯。馬教授曾擔任浙江大學電氣工程學院副院長（2013-2017）、IEEE工業電子學會AdCom成員（2014-2015）、IEEE PEAC 2018及IEEE PEAC 2014的技術程序主席、IEEE ISIE 2012的技術程序主席，以及IEEE IECON 2018的電力系統與智慧電網共同主席、IEEE IECON 2017的特別會議共同主席、IEEE IECON 2013的電力電子與能源轉換共同主席，以及IEEE IECON 2010的電力電子與可再生能源專題共同主席。

- Jingjing Huang
黃晶晶教授於2008年在中國河南科技大學獲得學士學位，並於2014年在西安交通大學獲得電氣工程博士學位。
2014年4月至2016年11月，她在西安理工大學擔任全職講師。2016年12月至2019年12月，她在新加坡南洋理工大學擔任全職博士後研究員。目前，她是西安交通大學電子與信息工程學院的副教授。她的研究興趣包括可再生能源。