电力市场无功调度问题的帝国竞争算法

J. Saebi, H. Ghasemi, S. Afsharnia, H. R. Mashhadi
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引用次数: 6

摘要

帝国主义竞争算法(ICA)最近被引入。该算法基于社会-政治激励优化策略,对不同的优化问题均表现出较好的收敛速度。在解除管制的电力市场,无功电力供应商作为六种辅助服务之一,有资格获得经济补偿。本文利用独立分量分析解决了与有功市场解耦的无功市场问题。引入无功电力市场的目标是最大限度地减少能源损失和系统运营商向无功电力供应商支付的总费用。相应的优化问题是一个非凸混合整数非线性规划问题。本文介绍了一种利用ICA将MINLP问题转化为一系列NLP子问题的算法。以IEEE 30总线测试系统为例,展示了ICA在无功市场问题上的一些应用。将结果与遗传算法(GA)的结果进行了比较,表明ICA的收敛速度优于遗传算法。
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Imperialist Competitive Algorithm for reactive power dispatch problem in electricity markets
The Imperialist Competitive Algorithm (ICA) has been recently introduced. This algorithm that is based on a socio-politically inspired optimization strategy has shown good convergence rate to achieve global optimum for different optimization problems. In a deregulated electricity market, reactive power suppliers as one of six ancillary services are eligible for financial compensation. In this paper, a reactive power market that is decoupled from the active power market has been solved using the ICA. Minimizing energy losses and total payments to reactive power providers by the system operator are considered as the objectives of the introduced reactive power market. The corresponding optimization problem is a non-convex Mixed-Integer Non-Linear Programming (MINLP) problem. Here, an algorithm is introduced that uses the ICA to change the MINLP problem to a series of NLP sub problems. The IEEE 30-bus test system is used to demonstrate some aspects of the application of the ICA on the reactive power market problem. The results are compared with those obtained by Genetic Algorithm (GA) showing that the ICA convergence rate is more than GA.
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