Enhancing the Robustness of the Wireless Power Transfer System to Uncertain Parameter Variations Using an Interval-Based Uncertain Optimization Method

被引:4
|
作者
Luo, Yanting [1 ]
Yang, Yongmin [1 ]
Wen, Xisen [1 ]
Cheng, Ming [1 ]
机构
[1] Natl Univ Def Technol, Sci & Technol Integrated Logist Support Lab, Changsha 410073, Hunan, Peoples R China
关键词
wireless power transfer; uncertain parameter variations; interval-based uncertain optimization; tradeoff decision; robustness; LOAD; FREQUENCY; ALGORITHM; TRACKING;
D O I
10.3390/en11082032
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Uncertainty commonly exists in the wireless power transfer (WPT) systems for moving objects. To enhance the robustness of the WPT system to uncertain parameter variations, a modified WPT system structure and an interval-based uncertain optimization method are proposed in this paper. The modified WPT system, which includes two Q-type impedance matching networks, can switch between two different operating modes. The interval-based uncertain optimization method is used to improve the robustness of the modified WPT system: First, two interval-based objective functions (mean function and variance function) are defined to evaluate the average performance and the robustness of the system. A double-objective uncertain optimization model for the modified WPT system is built. Second, a bi-level nested optimization algorithm is proposed to find the Pareto optimal solutions of the proposed optimization model. The Pareto fronts are provided to illustrate the tradeoff between the two objectives, and the robust solutions are obtained. Experiments were carried out to verify the theoretical method. The results demonstrated that using the proposed method, the modified WPT system can achieve good robustness when the coupling coefficient, the operating frequency, the load resistance or the load reactance varies over a wide range.
引用
收藏
页数:18
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