基于改进并行遗传算法的电网状态估计Power Network Status Estimation Based on Improved Parallel Genetic Algorithm
吴杰;卢志刚;杨斌;张宗伟;钟嘉庆;
摘要(Abstract):
鉴于现有电网状态估计算法存在的问题,提出了一种基于改进并行遗传算法的状态估计算法。该算法采用粗粒度模型组织局域网内的计算机进行并行计算,运用迁移策略组织染色个体的并行处理,结合小生境技术保证估计结果的全局收敛性,并根据电网结构和量测量数据特点对染色体编码进行改进。仿真结果表明,该算法提高了状态估计结果的准确性和计算速度,可满足实时处理电网数据的要求。
关键词(KeyWords): 状态估计;并行遗传算法;小生境;迁移策略
基金项目(Foundation):
作者(Author): 吴杰;卢志刚;杨斌;张宗伟;钟嘉庆;
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DOI:
参考文献(References):
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