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A Computationally Improved Heuristic Algorithm for Transmission Switching Using Line Flow Thresholds for Load Shed Reduction

机译:一种使用线流阈值进行负载阈值的传输切换的计算方式改进的启发式算法

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We present a computationally improved heuristic algorithm for transmission switching (TS) to recover load shed. Research from the past showed that changing power system topology may control power flows and remove line congestion. Hence, TS may reduce the required load shed. One of the main challenges is to find a potential TS candidate in a suitable time. Here, we propose a novel heuristic method that is capable of finding the potential TS candidate faster than existing algorithms in literature. The proposed method is compatible with both the AC and DC optimal power flows (OPF). Three metrics are used to compare the proposed algorithm with the state-of-the-art from literature to show the speedup and accuracy achieved. The proposed method is implemented on the IEEE 30-bus system, PEGASE 89-bus system, IEEE 118-bus system, and Polish 2383-bus system. The results on the large-scale Polish 2383-bus system shows that the proposed algorithm is scalable to large real-world systems. Parallel computing is implemented to further improve the computational performance of the proposed algorithm.
机译:我们提出了一种改进的传输切换(TS)的启发式算法来恢复负载棚。过去的研究表明,改变电力系统拓扑可以控制功率流动并删除线拥塞。因此,TS可以减少所需的载荷棚。主要挑战之一是在合适的时间内找到潜在的TS候选人。在这里,我们提出了一种新的启发式方法,其能够比文献中的现有算法更快地找到潜在的TS候选。该方法与AC和DC最佳功率流(OPF)兼容。三个度量标准用于将所提出的算法与文献中的最先进的算法进行比较,以显示实现的加速和精度。所提出的方法是在IEEE 30-BUS系统,PEGASE 89总线系统,IEEE 118总线系统和波兰2383总线系统上实现的。大规模波兰2383总线系统上的结果表明,所提出的算法可扩展到大型真实系统。实施并行计算以进一步提高所提出的算法的计算性能。

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