基于遗传算法和敏感性分析的 LCC-S 无线电力传输系统组件设计程序

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Fabio Corti, Matteo Intravaia, Alberto Reatti, Francesco Grasso, Emanuele Grasso, Alicia Triviño Cabrera
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引用次数: 0

摘要

本文介绍了一种设计具有 LCC-S 补偿功能的无线电力传输(WPT)系统的新方法。由于 WPT 系统是在谐振条件下工作的,因此即使元件与额定值的偏差很小,也会导致传输到负载的功率显著降低,并增加循环电流,从而降低系统效率。目前文献中的设计技术提供了一种独特的无源元件组合,能够向负载传输一定的功率。这是一种限制,因为在实际应用中,有几种组合可以达到所需的输出功率,但通常会被忽略,因为它们极难进行分析计算。因此,在本文中,作者提出了一种创新的设计程序,通过遗传算法,可以确定 LCC-S 组件的多种可行组合,从而达到所需的输出功率。此外,作者还评估了组件公差对输出功率的影响,以确定哪种组合对组件变化具有更强的鲁棒性。这项任务是通过蒙特卡洛方法计算特定组合产生所需输出功率的概率来完成的,其中已考虑了公差。利用这一信息来决定是否有可能在不影响性能的情况下降低组件质量(恶化容差)。最后,就能找出一个既能满足低成本要求,又能满足对元件公差的鲁棒性要求的最佳解决方案。建议的设计程序被应用于一个案例研究,并通过实验进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Component design procedure for LCC-S wireless power transfer systems based on genetic algorithms and sensitivity analysis

Component design procedure for LCC-S wireless power transfer systems based on genetic algorithms and sensitivity analysis

Component design procedure for LCC-S wireless power transfer systems based on genetic algorithms and sensitivity analysis

This paper introduces a novel approach for designing a Wireless Power Transfer (WPT) system with LCC-S compensation. Since WPT systems operate under resonant conditions, even small deviations of the components from the nominal values can result in a significant reduction of the power transferred to the load, and in an increment of the circulating currents, reducing the system efficiency. The design techniques available today in the literature provide a unique combination of passive components capable of transferring a certain power to the load. This is a limitation, because, in practice, there are several combinations that allow reaching the desired output power, but they are usually neglected because they are extremely difficult to compute analytically. For this reason, in this paper, the authors present an innovative design procedure that enables, through a Genetic Algorithm, the identification of multiple feasible combinations of the LCC-S components capable of achieving the desired output power. Moreover, the authors evaluate the effects of the component tolerances on the output power to determine which combinations are more robust to component variations. This task is performed by calculating the probability that a particular combination yields the desired output power, once the tolerances have been considered, following a Monte Carlo approach. This information is utilized to decide whether it is possible to reduce the component quality (worsening the tolerance) without affecting the performance. Finally, an optimal solution granting both low-cost and robustness against component tolerances can be individuated. The proposed design procedure is applied to a case study and validated experimentally.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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