基于Firework算法的分布式光伏最大穿透容量研究

Yu Tengkai, Li Jifeng, Li Xiaojun, L. Xiaoming, L. Tiecheng
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引用次数: 0

摘要

针对分布式光伏最大渗透容量问题,建立了以功率方程、节点电压、线路容量和分布式光伏容量为主要约束条件的计算模型,并提出了一种改进的烟花算法来求解该模型。基于半正云发生器对爆炸火花产生方法进行改进,得到了大量具有稳定倾向性和随机性的位移偏差,增加了种群多样性,加快了收敛速度;采用维差策略对方差算子进行改进,有利于寻找后期跳出的局部最优。将该算法应用到CIGER6 Task Force系统中,验证了算法的有效性。结果表明,该算法能够解决分布式光伏的穿透水平计算问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on the Maximum Penetration Capacity of Distributed PV Based on Firework Algorithm
For the maximum penetration capacity problem of distributed PV, a computational model with power equation, node voltage, line capacity and distributed PV capacity as the main constraints is established, and an improved firework algorithm is proposed to solve the above model. Based on the semi-positive cloud generator to improve the explosion spark generation method, a large number of displacement deviations with stable propensity and randomness are obtained, increasing the population diversity and speeding up the convergence; the dimensional difference strategy is used to improve the variance operator, which is conducive to the search for the late jump out local optimum. Apply the algorithm to the CIGER6 Task Force system and verify the validity of the algorithm. The results show that the proposed algorithm is able to solve the penetration level calculation problem of distributed PV.
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