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Reactive power optimization of power system based on niching differential evolution algorithm

机译:基于幂态差分演化算法的电力系统无功优化

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Reactive power optimization is the non-linear integer problems, suitable reactive power compensation can reduce the transmission losses and guarantee the power system operate stability, safety and economy. The differential evolution algorithm is the intelligent evolutionary algorithm had fast and precision convergence. In this paper, improved differential evolution algorithm aiming at the model of reactive power optimization, and introduces the niche theory. Then to enhance the local search ability of algorithm and broaden the search range, the speed and precision of convergence has different degrees of improvement. At last, the paper selects several algorithms that acquire excellent results on reactive power optimization, and then compares algorithms to confirm advantage of improving the differential evolution algorithm.
机译:无功功率优化是非线性整数问题,合适的无功补偿可以降低传输损耗,并保证电力系统操作稳定,安全性和经济。差分演进算法是智能进化算法具有快速和精确的收敛性。本文采用了改进的差分演进算法,旨在实现无功功率优化模型,并引入了利基理论。然后提高算法的本地搜索能力并拓宽搜索范围,收敛的速度和精度具有不同的改进程度。最后,该论文选择了几种算法,该算法获取了无功功率优化的优异结果,然后比较了算法以确认改善差分演进算法的优势。

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