基于改进差分进化的含分布式电源配网负荷自适应调度方法
Load Adaptive Scheduling Method with Distributed Power Distribution Network Based on Improved Differential Evolution
於慧敏1
作者信息
- 1. 国网江苏省电力有限公司无锡供电分公司,江苏 无锡 214000
- 折叠
摘要
为避免分布式电源接入配网运行受限,增加调度成本,提出了一种基于改进差分进化的含分布式电源配网负荷自适应调度方法.先进行配网负荷数据聚类,计算负荷削减量,然后评估调度优先级,利用改进差分进化算法求解,输出含分布式电源配网负荷自适应调度方案,最后设计对比实验证明所提方法的先进性.结果证明,该方法能有效降低调度成本,应用效果较好.
Abstract
To avoid limitations in operation of distributed power supply integration into the distribution network and increase scheduling costs,a load adaptive scheduling method based on improved differential evolution for distributed power supply distribution networks is proposed.Firstly,cluster distribution network load data,calculate load reduction amount,evaluate scheduling priority,use the improved differential evolution algorithm to solve,and output an adaptive scheduling scheme for the distribution network load containing distributed power sources.Finally,a comparative experiment is designed to prove the progressiveness of proposed method.The results show that this method can effectively reduce scheduling costs and has good application effects.
关键词
差分进化算法/分布式电源/配电网/负荷调度Key words
differential evolution algorithm/distributed power supply/distribution network/load dispatching引用本文复制引用
出版年
2024
NETL
NSTL
万方数据