Multiobjective Optimization Design of Transmitting Antenna for Microwave Wireless Power Transmission

IF 1.1 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
Yijing Hu, Qinghe Zhang, Lei Zhang, Zhaoyang Shen, Han Liu
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引用次数: 0

Abstract

Microwave wireless power transmission is a technology that achieves wireless power transmission through microwaves, widely used in fields such as wireless charging and space solar power plants. Its core performance indicators include beam collection efficiency, peak radiation level, and aperture power coefficient. This paper proposes a multiobjective antenna optimization design method for wireless power transmission that integrates surrogate models to address the issue of insufficient consideration of these performance metrics and inefficient optimization in existing research. First, Bernstein polynomial basis functions are used to reduce the dimensionality of the antenna design decision space and the number of decision variables, Multiobjective optimization functions are analyzed and designed, a surrogate model based on Gaussian processes is constructed, and the efficiency of antenna optimization design is improved; Finally, the multiobjective optimization design of reflector antenna aperture illumination is achieved using the covariance matrix adaptive evolutionary multiobjective optimization algorithm. The numerical and comparative results have verified the effectiveness of the proposed method, providing new insights for the design of microwave wireless power transmission systems.

微波无线输电发射天线的多目标优化设计
微波无线输电是一种通过微波实现无线输电的技术,广泛应用于无线充电、空间太阳能电站等领域。其核心性能指标包括光束收集效率、峰值辐射水平和孔径功率系数。本文提出了一种集成代理模型的无线电力传输多目标天线优化设计方法,以解决现有研究中对这些性能指标考虑不足、优化效率低下的问题。首先,利用Bernstein多项式基函数降维天线设计决策空间和决策变量数量,分析设计多目标优化函数,构建基于高斯过程的代理模型,提高天线优化设计效率;最后,采用协方差矩阵自适应进化多目标优化算法实现了反射面天线孔径照明的多目标优化设计。数值和对比结果验证了所提方法的有效性,为微波无线电力传输系统的设计提供了新的思路。
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来源期刊
Microwave and Optical Technology Letters
Microwave and Optical Technology Letters 工程技术-工程:电子与电气
CiteScore
3.40
自引率
20.00%
发文量
371
审稿时长
4.3 months
期刊介绍: Microwave and Optical Technology Letters provides quick publication (3 to 6 month turnaround) of the most recent findings and achievements in high frequency technology, from RF to optical spectrum. The journal publishes original short papers and letters on theoretical, applied, and system results in the following areas. - RF, Microwave, and Millimeter Waves - Antennas and Propagation - Submillimeter-Wave and Infrared Technology - Optical Engineering All papers are subject to peer review before publication
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