Multi-objective stochastic optimization planning method based on microgrid

Yuzhe Xie, Z. Li, Yue Wu, Shengyu Zhou, Yan Zhang
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引用次数: 0

Abstract

For micro-grid system optimization design, in the process of considering the uncertain problems, such as wind speed, illumination, based on chance constrained programming is the proposed multi-objective stochastic optimal planning method, the method in for solving the stochastic problem into a deterministic problem, effective and considering the random micro-renewable resources in the grid and load of volatility, NSGA-II algorithm was used to solve the multi-objective stochastic optimal programming model. Finally, an example of optimal planning and design of microgrid is given to verify that the proposed method and algorithm are reasonable and effective. It is of great significance to improve the operation security and reliability of microgrid and ensure the safe and reliable operation of the power grid.
基于微电网的多目标随机优化规划方法
对于微电网系统优化设计,在考虑风速、光照等不确定问题的过程中,提出了基于机会约束规划的多目标随机优化规划方法,该方法将随机问题转化为确定性问题,有效地考虑了电网中随机微可再生资源和负荷的波动性;采用NSGA-II算法求解多目标随机最优规划模型。最后,以微电网优化规划设计为例,验证了所提方法和算法的合理性和有效性。提高微电网运行的安全性和可靠性,确保电网安全可靠运行具有重要意义。
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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