TY - BOOK
T1 - Automated Design of Electrical Converters with Advanced AI Algorithms
AU - Zhang, Xin
AU - Li, Xinze
AU - Ma, Hao
AU - Huang, Jingjing
AU - Zheng, Zeng
N1 - Publisher Copyright:
© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023.
PY - 2023/1/1
Y1 - 2023/1/1
N2 - 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.
AB - 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.
KW - Artificial Intelligence
KW - Circuit Design
KW - DC-AC Inverters
KW - DC-DC Converters
KW - Evolutionary Algorithm
KW - Fuzzy Inference System
KW - Modulation Design
KW - Neural Network
KW - Power Modules
UR - https://www.scopus.com/pages/publications/85212625376
U2 - 10.1007/978-981-99-0459-4
DO - 10.1007/978-981-99-0459-4
M3 - 书
AN - SCOPUS:85212625376
SN - 9789819904587
BT - Automated Design of Electrical Converters with Advanced AI Algorithms
PB - Springer Nature
ER -
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