Automated design of electrical converters with advanced AI algorithms / Xin Zhang, Xinze Li, Hao Ma, Jingjing Huang, Zeng Zheng.
Zhang, Xin, author.; Li, Xinze, author.; Ma, Hao, author.; Huang, Jingjing, author.; Zheng, Zeng, author.
2023
TK2796
Available Online

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Title
Automated design of electrical converters with advanced AI algorithms / Xin Zhang, Xinze Li, Hao Ma, Jingjing Huang, Zeng Zheng.
Author
Zhang, Xin, author.
ISBN
9789819904594 (electronic bk.)
9819904595 (electronic bk.)
9819904587
9789819904587
DOI
https://doi.org/10.1007/978-981-99-0459-4
Published
Cham : Springer, [2023]
Copyright
©2023
Language
English
Description
1 online resource (xiv, 210 pages) : illustrations (chiefly color)
Item Number
10.1007/978-981-99-0459-4 doi
Call Number
TK2796
Dewey Decimal Classification
621.31/7
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Li, Xinze, author.
Ma, Hao, author.
Huang, Jingjing, author.
Zheng, Zeng, author.
Available in Other Form
AUTOMATED DESIGN OF ELECTRICAL CONVERTERS WITH ADVANCED AI ALGORITHMS.
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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.

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