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Dual-Frequency Output of Wireless Power Transfer System with Single Inverter Using Improved Differential Evolution Algorithm
- Source :
- Energies, Vol 13, Iss 2209, p 2209 (2020), Energies; Volume 13; Issue 9; Pages: 2209
- Publication Year :
- 2020
- Publisher :
- MDPI AG, 2020.
-
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). Web of Science 13 9 art. no. 2209
- Subjects :
- Control and Optimization
Computer science
020209 energy
programmed harmonic modulation
wireless power transfer
Energy Engineering and Power Technology
dual-frequency
02 engineering and technology
lcsh:Technology
Control theory
Genetic algorithm
0202 electrical engineering, electronic engineering, information engineering
Wireless
Waveform
single inverter
Wireless power transfer
Electrical and Electronic Engineering
Engineering (miscellaneous)
differential evolution
lcsh:T
Renewable Energy, Sustainability and the Environment
business.industry
020208 electrical & electronic engineering
Transmitter
Particle swarm optimization
differential evolution
Harmonic
Inverter
business
Energy (miscellaneous)
Subjects
Details
- ISSN :
- 19961073
- Volume :
- 13
- Database :
- OpenAIRE
- Journal :
- Energies
- Accession number :
- edsair.doi.dedup.....5f7bf90c8e6970797646916e8575ea3a
- Full Text :
- https://doi.org/10.3390/en13092209