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7 孤网运行的IEEE 69节点配电网规划方案
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Tab.7 Planning scheme of IEEE 69-bus distribution network in isolated network operation
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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 | 987.98 | 31 | 504.89 | 61 | | 949.14 | 17 | | 777.86 | 2 | | 340.98 | 43 | 399.03 | 37 | MRFO | 554.04 | 33 | 613.11 | 62 | | 1151.47 | 2 | | 837.24 | 64 | | 463.36 | 49 | 283.74 | 30 | NSGA-II | 995.24 | 56 | 240.67 | 61 | | 760.78 | 2 | | 1337.41 | 8 | | 200.26 | 29 | 426.32 | 3 | MOPSO | 842.87 | 44 | 898.96 | 61 | | 890.52 | 2 | | 1129.28 | 11 | | 330.91 | 37 | 429.84 | 3 | 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 | 1711.12 | 23.87 | 6.13×107 | 1.90×108 | 0.5996 | | 0.2093 | 0.1674 | 0.1953 | 0.2182 | 0.2095 | MRFO | 3043.14 | 30.89 | 7.13×107 | 2.15×108 | 0.5555 | | 0.166521 | 0.181594 | 0.184374 | 0.19593 | 0.27158 | NSGA-II | 2240.92 | 24.57 | 6.95×107 | 2.29×108 | 0.5612 | | 0.2206 | 0.1655 | 0.1879 | 0.2615 | 0.1642 | MOPSO | 2482.11 | 27.345 | 6.89×107 | 2.23×108 | 0.4443 | | 0.2913 | 0.1692 | 0.1659 | 0.1631 | 0.2102 |
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