微型电脑应用2025，Vol.41Issue(11)：17-20,4.
基于梯度算法的电厂储能单元分布式优化调度方法
Distributed Optimizaton Scheduling Method of Energy Storage Units in Power Plant Based on Gradient Algorithm
摘要
Abstract
In the scheduling process of power plant energy storage units,local errors may occur in the instruction data.There-fore,a distributed optimization scheduling method for power plant energy storage units based on gradient algorithm is studied.The synchronization between hierarchical strategy and the distribution structure of energy storage units is analyzed,and gradi-ent algorithm is used to optimize the frequency modulation mileage of energy storage units.Scheduling parameters of energy storage units are optimized through an active mechanism,and an active gradient power distribution scheduling model for energy storage units is constructed.The distribution characteristics of gradient optimization data are combined to optimize the gradient output strategy of power plant reserve units,unify the scheduling amount of global energy storage units.The design of distrib-uted optimization scheduling method for power plant energy storage units is completed.The experimental results show that the proposed method performs consistently with the expected curve in scheduling control.After long-term debugging with multiple sets of data,it still maintains optimization scheduling performance stably,and can improve scheduling response rate,and accu-rately schedule parameters.关键词
储能单元/梯度算法/调度方法/分布式优化Key words
energy storage units/gradient algorithm/scheduling method/distributed optimization分类
信息技术与安全科学引用本文复制引用
王荣茂,张晔,李青春,赵适宜..基于梯度算法的电厂储能单元分布式优化调度方法[J].微型电脑应用,2025,41(11):17-20,4.基金项目
辽宁省"兴辽英才计划"项目资助(XLYC1902090) （XLYC1902090）
