Generation expansion planning with decomposition-coordination: An improved iterative method

Can Dang, Xifan Wang, Xiuli Wang, Yunpeng Xiao, Weijun Teng
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引用次数: 1

Abstract

Generation expansion planning (GEP) is becoming more complicated with the integration of renewable energy sources (RES). Using the decomposition-coordination technique, the nonlinear optimization problem of GEP is decomposed into sub-problems, whose results are coordinated to obtain the optimal GEP scheme by iteration. However, using the conventional iterative method to solve GEP is becoming more difficult with the integration of RES. In this paper, the iterative method is improved to solve GEP when RES are incorporated. By adaptively inheriting the iterated variables and searching for the optimal iterative direction, this method obtains more satisfactory GEP scheme with less computation time, and avoids entrapment in local optima. The effectiveness of the improved iterative method is proved in comparison with the conventional iterative method in case studies.
基于分解协调的发电扩展规划:一种改进的迭代方法
随着可再生能源(RES)的并网,发电扩展规划(GEP)变得越来越复杂。采用分解协调技术,将GEP非线性优化问题分解为若干子问题,通过迭代对子问题的求解结果进行协调,得到最优的GEP方案。然而,随着RES的加入,传统的迭代法求解GEP变得越来越困难,本文对迭代法进行了改进,以求解纳入RES的GEP。该方法通过自适应继承迭代变量并搜索最优迭代方向,以较少的计算时间获得更满意的GEP格式,避免陷入局部最优。通过算例与传统迭代法的比较,证明了改进迭代法的有效性。
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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