Enhancing the Robustness of the Wireless Power Transfer System to Uncertain Parameter Variations Using an Interval-Based Uncertain Optimization Method
Yanting Luo,
Yongmin Yang,
Xisen Wen and
Ming Cheng
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Yanting Luo: Science and Technology on Integrated Logistics Support Laboratory, National University of Defense Technology, Changsha 410073, China
Yongmin Yang: Science and Technology on Integrated Logistics Support Laboratory, National University of Defense Technology, Changsha 410073, China
Xisen Wen: Science and Technology on Integrated Logistics Support Laboratory, National University of Defense Technology, Changsha 410073, China
Ming Cheng: Science and Technology on Integrated Logistics Support Laboratory, National University of Defense Technology, Changsha 410073, China
Energies, 2018, vol. 11, issue 8, 1-18
Abstract:
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.
Keywords: wireless power transfer; uncertain parameter variations; interval-based uncertain optimization; tradeoff decision; robustness (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2018
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Citations: View citations in EconPapers (1)
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Persistent link: https://EconPapers.repec.org/RePEc:gam:jeners:v:11:y:2018:i:8:p:2032-:d:162071
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