利用自动全局优化技术提高光伏激光功率变换器的性能

Javier F. Lozano, N. Seoane, E. Comesaña, F. Almonacid, E. Fernández, A. García-Loureiro
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引用次数: 0

摘要

为了开发高功率激光传输技术的潜力,需要提高激光功率变换器的效率。为了找到新一代超高效lpc的最佳配置,需要新的优化方法。在这项工作中,我们探索了SHGO算法的适用性,这是一种最近发表的黑盒全局优化算法,用于优化最先进的gaas激光功率转换器的TCAD建模。我们发现,在17h以下的计算时间内,各种配置将效率提高了原器件结构的7.3%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving the performance of photovoltaic laser power converters using automatic global optimization techniques
To develop the potential of the High Power Laser Transmission technology, the efficiencies of the Laser Power Converters (LPCs) need to improve. New optimization methods are required to find the optimal configurations of a new generation of ultra-efficient LPCs. In this work we explore the suitability of the SHGO algorithm, a recently published blackbox, global optimization algorithm, to optimize the TCAD modeling of a state-of-the-art GaAs-based Laser Power Converter. We found various configurations that improve the efficiency by a 7.3% of the original device structure in computational times under 17h.
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