Optimal engagement and operation of a grid-connected PV/battery system

A. N'Goran, Bruno Daugrois, Marc Lotteau, S. Demassey
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引用次数: 5

Abstract

Microgrid operation scheduling is a widely studied topic, but the performances of the solution algorithms proposed in the literature are rarely discussed and, in practice, scheduling is often only loosely optimized. In this paper, we present a practical context of coordination between a microgrid and an utility grid which concerns hundreds of microgrids worldwide. We adapt three distinct optimization strategies – mixed integer quadratic programming, simulation-based genetic algorithm and expert-based heuristic – and empirically compare their strengths. Our results emphasize the benefit of seeking for optimality, while the inaccuracies of the system dynamic model are compensated by periodic recomputation.
并网光伏/电池系统的最佳接合和运行
微电网运行调度是一个被广泛研究的话题,但文献中提出的求解算法的性能很少被讨论,在实践中,调度往往只是松散的优化。在本文中,我们提出了微电网和公用电网之间协调的实际背景,涉及全球数百个微电网。我们采用了三种不同的优化策略-混合整数二次规划,基于模拟的遗传算法和基于专家的启发式算法-并经验地比较了它们的优势。我们的结果强调了寻求最优性的好处,而系统动力学模型的不准确性通过定期重新计算来补偿。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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