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Multi-objective day-ahead localized reactive power market clearing model using HFMOEA

机译:使用HFMOEA的多目标日前局部无功电力市场结算模型

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摘要

In this paper, a multi-objective localized day-ahead reactive power market clearing model named as multi-zone DA-RPMC is proposed. The proposed model is based on the zonal uniform price auction by separating the whole market into various voltage control areas/zones. Two objective functions such as total payment function (TPF) for reactive power support services from generators/synchronous condensers and total real transmission loss (TRTL) are minimized simultaneously using a hybrid fuzzy multi-objective evolutionary algorithm (HFMOEA) satisfying all the power system constraints. The proposed multi-zone DA-RPMC model is tested and compared with single-zone DA-RPMC model on standard IEEE 24 bus reliability test system. For both the single-zone and multi-zone DA-RPMC models, the performance of HFMOEA is also compared with NSGA-II in terms of various performance metrics such as spacing, spread and hypervolume. Further, both the single-zone and multi-zone DA-RPMC models are also analyzed on the basis of market power owned by any generator/any generating company. The simulation results obtained confirm the superiority of HFMOEA based multi-zone DA-RPMC model to take better day-ahead reactive power market clearing decisions.
机译:提出了一种多目标局部化日前无功电力市场清算模型,称为多区域DA-RPMC。提议的模型基于区域统一价格拍卖,将整个市场分为不同的电压控制区域/区域。使用满足所有电力系统约束的混合模糊多目标进化算法(HFMOEA),可以同时最小化两个目标函数,例如用于发电机/同步电容器的无功功率支持服务的总支付函数(TPF)和总实际传输损耗(TRTL) 。在标准的IEEE 24总线可靠性测试系统上,对提出的多区域DA-RPMC模型进行了测试,并将其与单区域DA-RPMC模型进行了比较。对于单区域和多区域DA-RPMC模型,在各种性能指标(如间距,散布和超体积)方面,HFMOEA的性能也与NSGA-II进行了比较。此外,还将根据任何发电机/任何发电公司拥有的市场力量来分析单区域和多区域DA-RPMC模型。获得的仿真结果证实了基于HFMOEA的多区域DA-RPMC模型在采取更好的日前无功电力市场清算决策方面的优越性。

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