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4 IEEE 33节点配电网规划方案
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Tab.4 Planning scheme of IEEE 33-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 | 289.79 | 11 | 419.74 | 25 | | 395.14 | 30 | | 399.55 | 12 | | 101.39 | 26 | 69.38 | 16 | MRFO | 317.94 | 11 | 347.85 | 25 | | 303.26 | 8 | | 399.67 | 30 | | 60.99 | 23 | 212.44 | 12 | NSGA-II | 649.20 | 3 | 401.55 | 32 | | 8 | 16 | | 382.85 | 9 | | 334.64 | 31 | 453.68 | 22 | MOPSO | 218.14 | 16 | 134.63 | 15 | | 50.64 | 18 | | 50.41 | 6 | | 519.05 | 25 | 414.64 | 21 | 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 | 2023.26 | 28.26 | 5.14×107 | 8.76×107 | 0.4837 | | 0.1929 | 0.2194 | 0.2144 | 0.1947 | 0.1783 | MRFO | 2167.09 | 33.98 | 4.44×107 | 7.82×107 | 0.5373 | | 0.1822 | 0.2244 | 0.1845 | 0.2005 | 0.2082 | NSGA-II | 4061.87 | 53.2 | 2.09×107 | 4.97×107 | 0.5685 | | 0.2082 | 0.1994 | 0.1875 | 0.1619 | 0.2428 | MOPSO | 27706.8 | 70.51 | 6.49×106 | 1.45×107 | 0.4251 | | 0.2184 | 0.2173 | 0.1823 | 0.1993 | 0.1824 |
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