Automated Design of Electrical Converters with Advanced AI Algorithms
(Sprache: Englisch)
A power converter is a device used in electrical engineering, power engineering, and the electric power sector to convert electric energy from one form to another, such as converting between AC and DC, changing voltage or frequency, or a combination of...
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A power converter is a device used in electrical engineering, power engineering, and the electric power sector to convert electric energy from one form to another, such as converting between AC and DC, changing voltage or frequency, or a combination of these. It is used in a variety of applications, such as industrial drives, power supply, energy generating equipment, consumer goods, electrical vehicles/aeroplanes/ships, smart grids and more.This book will open a door for engineers to design the power converters via the artificial intelligence (AI) method. It begins by reviewing current AI technology in power converters. The book then introduces customized AI algorithms for power converters that take into account the particular characteristics of power converters. The book then presents a set of AI-based design methodologies for power devices, including DC/DC converters, resonant DC/DC converters, bidirectional DC/DC converters, DC/AC inverters, and AC/DC rectifiers. This is the first book to cover all you need to know about using AI to create power converters, including a literature review, algorithm, and circuit design.Inhaltsverzeichnis zu „Automated Design of Electrical Converters with Advanced AI Algorithms “
Introduction.- The Proposed Automated Optimal Design for Power Switch: A Thermo-Mechanical-Coordinated and Multi-Objective-Oriented Optimization Methodology.- The Proposed Multi-Objective Design of Output LC Filter for Buck Converter via the Coevolving-AMOSA Algorithm.- The Poposed Artificial-Intelligence-Based Design (AI-D) for Circuit Parameters of Power Converters.- The Proposed Efficiency-oriented Two-stage Optimal Design Methodology for Special Power Converter in Space Travelling-Wave Tube Amplifier Applications.- The Proposed AI based Two-stage Optimal Design Methodology for High-efficiency Bidirectional Power Converters in the Hybrid AC/DC Microgrid Applications.- The Proposed Artificial-Intelligence-Based Triple Phase Shift Modulation for Dual Active Bridge Converter with Minimized Current Stress.- The Proposed Optimal Design and Heterogeneous Integration of DC/AC Inverter for Electric Vehicle.
Autoren-Porträt von Xin Zhang, Xinze Li, Hao Ma, Jingjing Huang, Zeng Zheng
- Xin Zhang,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,
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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 intere
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 intere
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Bibliographische Angaben
- Autoren: Xin Zhang , Xinze Li , Hao Ma , Jingjing Huang , Zeng Zheng
- 2023, 2023, XIV, 210 Seiten, 155 farbige Abbildungen, Maße: 15,5 x 23,5 cm, Gebunden, Englisch
- Verlag: Springer, Berlin
- ISBN-10: 9819904587
- ISBN-13: 9789819904587
Sprache:
Englisch
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