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首页> 外文期刊>Journal of Modern Power Systems and Clean Energy >Pareto optimal allocation of fault current limiter based on immune algorithm considering cost and mitigation effect
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Pareto optimal allocation of fault current limiter based on immune algorithm considering cost and mitigation effect

机译:基于成本和缓解效果的免疫算法的故障电流限制器的帕累托最优分配

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This paper presents a multi-objective Pareto optimal method for allocation of fault current limiters based on an immune algorithm, which takes into account two objectives of the cost and fault current mitigation effect. A sensitivity factor calculation method based on the rate of fault current mitigation is proposed to reduce the search space and improve the efficiency of the algorithm. In this approach, the objective functions related to the cost and fault current mitigation effect are established. A modified inversion operator based on equal cost is proposed to converge to global optimal solutions more effectively. The proposed algorithm is tested on the IEEE 39-bus system, and obtains the Pareto optimal solutions, from which the user can select the most suitable solutions according to the preferences and relative importance of the objective functions. Simulation results are used to verify the proposed method.
机译:本文提出了一种基于免疫算法的多目标帕累托最优故障电流限制器分配方法,该方法同时考虑了成本和缓解故障电流两个目标。提出了一种基于故障电流缓和率的灵敏度因子计算方法,以减少搜索空间,提高算法效率。通过这种方法,建立了与成本和故障电流缓解效果相关的目标函数。提出了一种基于等价的改进反算子,以更有效地收敛于全局最优解。该算法在IEEE 39总线系统上进行了测试,并获得了帕累托最优解,用户可以根据目标函数的偏好和相对重要性从中选择最合适的解。仿真结果验证了该方法的有效性。

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