黑龙江科技大学学报2025，Vol.35Issue(2)：322-328,336,8.DOI:10.3969/j.issn.2095-7262.2025.02.023
混合储能系统参与调频辅助服务市场的功率控制策略
Power control strategies of hybrid energy storage systems in frequency regulation ancillary services market
摘要
Abstract
This paper proposes a rolling optimization control strategy based on a model predictive control to improve the revenue from the market serviced by the frequency regulation auxiliary in hybrid energy storage system.The study works by using a trained long-term and short-term memory network model to predict the future frequency regulation command,and establishing a real-time rolling optimiza-tion model with hybrid energy storage for frequency regulation service based on the degradation cost model of hybrid energy storage and the goal of minimizing operating cost,and optimizing the response of hybrid energy storage to the current frequency regulation command.The results show that compared with the bat-tery energy storage system and the traditional power control strategy,the proposed strategy achieves an in-crease of 27.86%and 10.27%in frequency regulation profits,respectively,and improves the techni-cal economy effect of the hybrid energy storage system for the frequency regulation auxiliary services.关键词
混合储能系统/调频辅助服务/长短时记忆网络/模型预测控制/实时滚动优化模型Key words
hybrid energy storage system/frequency regulation ancillary services/long short-term memory network/model predictive control/real-time rolling optimization model分类
信息技术与安全科学引用本文复制引用
赵为光,葛岩飞,丁浩洋,周冰,曹乐..混合储能系统参与调频辅助服务市场的功率控制策略[J].黑龙江科技大学学报,2025,35(2):322-328,336,8.基金项目
黑龙江省省属高等学校基本科研业务费项目(2019-KYYWF-0731) （2019-KYYWF-0731）
