LAPSE:2023.22993
Published Article
LAPSE:2023.22993
Dual-Frequency Output of Wireless Power Transfer System with Single Inverter Using Improved Differential Evolution Algorithm
Jie Wu, Lizhong Bie, Nan Jin, Leilei Guo, Jitao Zhang, Jiagui Tao, Václav Snášel
March 24, 2023
Abstract
In wireless charging devices, a transmitter that applies a single inverter to output dual-frequency can effectively solve the charging incompatibility problem caused by different wireless charging standards and reduce the equipment volume. However, it is very difficult to solve the switching angle of the modulated dual-frequency waveform, which involves non-linear high-dimensional multi-objective optimization with multiple constraints. In this paper, an improved differential evolution (DE) algorithm is proposed to solve the transcendental equations of switching angle trains of dual-frequency programmed harmonic modulation (PHM) waveform. The proposed algorithm maintains diversity while preserving the elites and improves the convergence speed of the solution. The advantage of the proposed algorithm was verified by comparing with non-dominated sorting genetic algorithm II (NSGA II) and multi-objective particle swarm optimization (MOPSO). The simulation and experimental results validate that the proposed method can output dual-frequency with a single inverter for wireless power transfer (WPT).
Keywords
differential evolution, dual-frequency, programmed harmonic modulation, single inverter, wireless power transfer
Subject
Suggested Citation
Wu J, Bie L, Jin N, Guo L, Zhang J, Tao J, Snášel V. Dual-Frequency Output of Wireless Power Transfer System with Single Inverter Using Improved Differential Evolution Algorithm. (2023). LAPSE:2023.22993
Author Affiliations
Wu J: School of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China
Bie L: School of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China
Jin N: School of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China [ORCID]
Guo L: School of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China
Zhang J: School of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China
Tao J: State Grid of Jiangsu Electric Power Co., Ltd., Nanjing 210024, China
Snášel V: Faculty of Electrical Engineering and Computer Science, VŠB-Technical University of Ostrava, 70032 Poruba-Ostrava, Czech Republic
Journal Name
Energies
Volume
13
Issue
9
Article Number
E2209
Year
2020
Publication Date
2020-05-02
ISSN
1996-1073
Version Comments
Original Submission
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PII: en13092209, Publication Type: Journal Article
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LAPSE:2023.22993
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https://doi.org/10.3390/en13092209
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Mar 24, 2023
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