| 免疫蚁群算法在电力系统无功优化中的应用 |
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| 引用本文： | 夏新运,陈永煌,张红.免疫蚁群算法在电力系统无功优化中的应用[J].安徽工程科技学院学报,2011,26(1). |
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| 作者姓名： | 夏新运 陈永煌 张红 |
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| 作者单位： | 安徽工程大学电气工程学院,安徽,芜湖,241000 |
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| 基金项目： | 安徽省高校自然科学资金资助项目 |
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| 摘 要： | 将人工免疫算法和蚊群算法相结合形成免疫蚁群算法,运用免疫机理提取疫苗获得初始解,通过免疫操作加快算法收敛速度,并用基于浓度的选择机制抑制算法的"早熟".将该算法用于求解电力系统无功优化问题进行仿真,结果表明它的收敛速度和计算精度都有较大提高.
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| 关 键 词： | 蚁群算法 人工免疫算法 免疫蚁群算法 疫苗 无功优化 |
Application of immune ant colony algorithm in power system reactive power optimization |
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| XIA Xin-yun,CHEN Yong-huang,ZHANG Hong.Application of immune ant colony algorithm in power system reactive power optimization[J].Journal of Anhui University of Technology and Science,2011,26(1). |
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| Authors: | XIA Xin-yun CHEN Yong-huang ZHANG Hong |
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| Institution: | XIA Xin-yun,CHEN Yong-huang,ZHANG Hong(Coll.of Elec.Engn.,Anhui University of Technology and Science,Wuhu 241000,China) |
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| Abstract: | This paper presents an algorithm for power system reactive power optimization using Immune Ant Colony Algorithm.The hybrid algorithm gains the initial solution using the immune mechanism for extraction vaccine,accelerates its convergence speed through the immunity operation,and avoids its precocity based on mechanism of concentration choice.The simulation results show that its convergence speed and ability of searching for approximate global optimal solution are greatly improved. |
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| Keywords: | ant colony algorithm artificial immune algorithm immune ant colony algorithm vaccine reactive power optimization |
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