基于NSGAⅡ算法的双面LCC补偿拓扑鲁棒优化

X. Cui, Shaohua Du, Wanying Zhao, Xinyang Wang, Junjun Deng, Baohua Xu
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引用次数: 0

摘要

为了满足无线电力传输系统在非谐振条件下对输出特性的鲁棒性要求,提出了一种基于多目标优化算法的补偿网络参数设计方法。建立了非谐振条件下WPT系统的等效电路数学模型,分析了系统输出特性对不同元件参数的敏感性。提出了一种基于NSGAII算法的双面LCC补偿拓扑参数优化方法,有效降低了多个参数共同波动时系统输出功率的波动,改善了双面LCC WPT系统的输出特性,增强了系统输出的鲁棒性。最后,通过比较多参数组合波动和敏感参数随机波动情况下系统参数优化前后的功率变化,对所提方法进行了验证。该方法在元件参数随机波动时具有较小的功率变化,在一定程度上提高了系统的可控性。
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Robust optimization of double-sided LCC compensation topology based on NSGAⅡ algorithm
In this paper, a compensation network parameter design method based on multi-objective optimization algorithm has been proposed to meet the robust requirements of the output characteristics of wireless power transfer (WPT) system under non-resonant conditions. The equivalent circuit mathematical model of WPT system under non-resonant condition is established, and the sensitivity of system output characteristics to different component parameters is analyzed. A compensatory topology parameter optimization method of double-sided LCC based on NSGAII algorithm is proposed, which effectively reduces the system output power fluctuation when multiple parameters fluctuate together, improves the output characteristics of the double-sided LCC WPT system, and enhances the robustness of the system output. Finally, the proposed method is validated by comparing the power variation before and after the system parameter optimization under the condition of multi-parameter combined fluctuation and the condition of sensitive parameter random fluctuation. It has lower power variation when component parameter fluctuates randomly and it improves the controllability of the system to a certain extent.
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