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首页> 外文期刊>International journal of electrical engineering and education >Social welfare maximization with thyristor-controlled series compensator using grey wolf optimization algorithm
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Social welfare maximization with thyristor-controlled series compensator using grey wolf optimization algorithm

机译:使用灰狼优化算法与晶闸管控制系列补偿器的社会福利最大化

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摘要

The present day power scenario is to improve the deregulated structure of power pool so as maximize the overall welfare of the electricity market. Hence, this paper presents a novel methodology to maximize the social welfare (i.e. the surplus of market participants) with thyristor-controlled series compensator using grey wolf optimization algorithm. Thyristor-controlled series compensator can redistribute the power flow in the network thereby aids mitigating congestion and improves the social welfare of the system. Optimal placement and sizing of thyristor-controlled series compensator is a complex combinatorial analysis, hence grey wolf optimization algorithm, which is a typical metaheuristic algorithm based on leadership and hunting of grey wolves in nature is applied to solve the test cases. An optimal power flow problem is proposed to maximize the social welfare using grey wolf optimization with and without thyristor-controlled series compensator. This model is tested with a modified IEEE 14 and IEEE 30 bus test systems. The results obtained using grey wolf optimization is compared with that obtained using genetic algorithm. Results indicate that grey wolf optimization outperforms genetic algorithm in maximizing social welfare either with thyristor-controlled series compensator or without thyristor-controlled series compensator.
机译:目前的一天电源场景是提高电力池的解除管制结构,从而最大限度地提高了电力市场的整体福利。因此,本文提出了一种新的方法,可以使用灰狼优化算法将社会福利(即市场参与者盈余)最大限度地提高社会福利(即,市场参与者的盈余)。晶闸管控制的系列补偿器可以重新分配网络中的功率流,从而有助于缓解拥堵并提高系统的社会福利。晶闸管控制系列补偿器的最佳放置和尺寸是一种复杂的组合分析,因此灰狼优化算法,是一种基于领导和捕猎的典型的成群质算法,应用于解决测试用例。建议使用灰狼优化以及无晶闸管控制系列补偿器来最大限度地提高社会福利。使用修改的IEEE 14和IEEE 30总线测试系统测试该模型。使用灰狼优化获得的结果与使用遗传算法获得的结果进行比较。结果表明,灰狼优化优于晶闸管控制系列补偿器或没有晶闸管控制系列补偿器的最大化社会福利遗传算法。

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