基于自适应蝠鲼觅食优化算法的分布式电源选址定容
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杨博, 俞磊, 王俊婷, 束洪春, 曹璞璘, 余涛
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Optimal Sizing and Placement of Distributed Generation Based on Adaptive Manta Ray Foraging Optimization
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YANG Bo, YU Lei, WANG Junting, SHU Hongchun, CAO Pulin, YU Tao
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表5 IEEE 69节点配电网规划方案
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Tab.5 Planning scheme of IEEE 69-bus distribution network
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算法 | 光伏系统 | | 燃料电池 | | 微型燃气轮机 | | 风电机组 | | #1容量/ kW | #1安装 节点 | #2容量/ kW | #2安装 节点 | 容量/ kW | 安装 节点 | 容量/ kW | 安装 节点 | #1容量/ kW | #1安装 节点 | #2容量/ kW | #2安装 节点 | AMRFO | 78.3 | 35 | 298.09 | 61 | | 398 | 62 | | 261.23 | 17 | | 26.27 | 52 | 120.94 | 53 | MRFO | 416.19 | 58 | 370.51 | 61 | | 385 | 62 | | 379.23 | 12 | | 269.88 | 30 | 162.38 | 21 | NSGA-II | 285.55 | 44 | 186.27 | 61 | | 50.23 | 23 | | 50.14 | 63 | | 383.4 | 31 | 270.79 | 66 | MOPSO | 298.79 | 11 | 419.74 | 25 | | 395 | 30 | | 399.551 | 12 | | 101.4 | 26 | 69.38 | 16 | 算法 | 目标函数适应度值 | | 目标函数权重分配 | | f1/kW | f2(p.u.) | f3/kg | f4/美元 | f5(p.u.) | ωf1 | ωf2 | ωf3 | ωf4 | ωf5 | AMRFO | 672.49 | 20.54 | 4.44×107 | 7.11×107 | 0.4278 | | 0.2321 | 0.1923 | 0.2043 | 0.1559 | 0.2151 | MRFO | 1664.82 | 25.22 | 7.59×107 | 8.54×107 | 0.7341 | | 0.2067 | 0.1886 | 0.2071 | 0.2074 | 0.1899 | NSGA-II | 3621.59 | 42.19 | 6.49×105 | 1.45×107 | 0.5912 | | 0.2389 | 0.1871 | 0.1586 | 0.1552 | 0.2601 | MOPSO | 1568.83 | 63.68 | 5.15×107 | 8.76×107 | 0.6246 | | 0.1929 | 0.2194 | 0.2144 | 0.1947 | 0.1783 |
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