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Application of pattern search method to power system valve-point economic load dispatch

机译:模式搜索方法在电力系统阀点经济负荷调度中的应用

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摘要

Direct search (DS) methods are evolutionary algorithms used to solve constrained optimization problems. DS methods do not require any information about the gradient of the objective function at hand, while searching for an optimum solution. One of such methods is pattern search (PS) algorithm. This study presents a new approach based on a constrained pattern search algorithm to solve well-known power system economic load dispatch problem (ELD) with valve-point effect. For illustrative purposes, the proposed PS technique has been applied to various test systems to validate its effectiveness. Furthermore, convergence characteristics and robustness of the proposed method has been assessed and investigated through comparison with results reported in literature. The outcome is very encouraging and proves that pattern search (PS) is very applicable for solving power system economic load dispatch problem.
机译:直接搜索(DS)方法是用于解决约束优化问题的进化算法。在寻找最佳解决方案时,DS方法不需要任何有关目标函数梯度的信息。这种方法之一是模式搜索(PS)算法。这项研究提出了一种基于约束模式搜索算法的新方法,该方法可以解决带有阀点效应的著名电力系统经济负荷分配问题。为了说明的目的,所提出的PS技术已应用于各种测试系统以验证其有效性。此外,通过与文献报道的结果进行比较,对所提出方法的收敛特性和鲁棒性进行了评估和研究。结果非常令人鼓舞,并证明模式搜索(PS)非常适用于解决电力系统的经济负荷分配问题。

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