节点文献
基于改进粒子群算法的多能互补微电网系统优化配置与运行策略研究
Research on Optimal Allocation and Operation Strategy of Multi-Energy Complementary Micro-grid Based on Improved Particle Swarm Optimization Algorithm
【摘要】 在介绍多能互补微电网系统结构的基础上,针对其运行经济性与环保性的多目标优化问题,给出相应的目标函数及约束条件,建立多能互补微电网系统的优化配置与运行模型,并采用改进后的考虑极值变异的混合型粒子群算法进行求解。算例计算结果验证了所提出的优化模型以及优化算法的合理性和优越性。
【Abstract】 Based on the configuration of a multi-energy complementary micro-grid,the objective function and constraints were given for the multi-objective optimization problem of economy and environment.The optimal allocation and operation model of the multi-energy complementary microgrid was established,and the improved hybrid particle swarm optimization algorithm with extremum mutation was adopted to solve the problem.By analyzing the results of the study,this paper verifies that the proposed optimal model and algorithm are rational and superior.
【关键词】 微电网;
优化配置;
优化运行;
改进粒子群算法;
【Key words】 micro-grid; optimal allocation; optimal operation; improved particle swarm optimization algorithm;
【Key words】 micro-grid; optimal allocation; optimal operation; improved particle swarm optimization algorithm;
【基金】 国家重点研发计划项目(2016YFB0900101)
- 【文献出处】 电器与能效管理技术 ,Electrical & Energy Management Technology , 编辑部邮箱 ,2017年18期
- 【分类号】TM727
- 【被引频次】19
- 【下载频次】512