摘要
为了有效提高多海岛集群格局下各海岛资源的合理分配,解决远洋海岛电源布局不合理和供电系统有序分工的优化问题,引入了一种多海岛格局下的海岛集群分割组合策略,将分割组合问题优化为一个同时兼顾能量辐射半径和能量供给平衡度的多目标函数规划模型。在此基础上采用多目标粒子群算法获得相应Pareto最优解集,将所得最佳分割组合方案缩小在可供选择的范围内。仿真结果验证了所提方法的合理性与有效性。
In order to effectively improve the rational distribution of various island resources under the multi-island cluster pattern&solve the optimization problem of unreasonable power distribution of pelagic islands and the orderly division of power supply system,an island cluster segmentation-combination strategy which will be segmented under multi-island structure is introduced.The combinatorial problem is optimized as a multi-objective function programming model that takes into account both the energy radius and the energy supply balance.On this basis,the multi-objective particle swarm optimization algorithm is used to obtain the corresponding Pareto optimal solution set,and the best segmentation combination scheme is reduced to an alternative range.The simulation results verify the rationality and effectiveness of the proposed method.
作者
赵成斌
林湘宁
汪致洵
随权
李正天
ZHAO Chengbin;LIN Xiangning;WANG Zhixun;SUI Quan;LI Zhengtian(College of Electrical Engineering&New Energy,Three Gorges University,Yichang 443002,China;State Key Laboratory of Advanced Electromagnetic Engineering and Technology,Huazhong University of Science and Technology,Wuhan 430074,China)
出处
《智慧电力》
北大核心
2020年第6期85-91,共7页
Smart Power
基金
国家自然科学基金资助项目(51537003)。
关键词
远洋海岛群
分割组合策略
多目标优化
隶属度优化
pelagic islands
combination strategy
multi-objectives optimization
membership degree optimization
