1. 中国电力工程顾问集团西南电力设计院有限公司
2. 西南石油大学电气信息学院
纸质出版:2025
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叶学勇, 胡振兴, 陈梓桐, 等. 基于CEEMDAN的混合储能辅助火电机组二次调频容量配置策略[J]. 四川电力技术, 2025,(4):30-38.
叶学勇, 胡振兴, 陈梓桐, et al. 基于CEEMDAN的混合储能辅助火电机组二次调频容量配置策略[J]. 2025, (4): 30-38.
叶学勇, 胡振兴, 陈梓桐, 等. 基于CEEMDAN的混合储能辅助火电机组二次调频容量配置策略[J]. 四川电力技术, 2025,(4):30-38. DOI: 10.16527/j.issn.1003-6954.20250405.
叶学勇, 胡振兴, 陈梓桐, et al. 基于CEEMDAN的混合储能辅助火电机组二次调频容量配置策略[J]. 2025, (4): 30-38. DOI: 10.16527/j.issn.1003-6954.20250405.
新能源系统的大规模并网可导致电网频率波动加剧,而由锂电池储能和飞轮储能组成的混合储能系统辅助火电机组参与电网二次调频,可有效提升电网发电侧频率的主动支撑能力,保障电网频率安全。针对混合储能系统参与电网二次调频时易出现的模态分解信号混叠及锂电池寿命退化影响系统经济性的问题,提出了一种基于自适应噪声完备集合经验模态分解(complete ensemble empirical mode decomposition with adaptive noise
CEEMDAN)和考虑锂电池半经验退化模型的混合储能调频容量配置策略。首先,通过CEEMDAN分解重构区域控制偏差(area control error
ACE)信号,确定不同重构策略下的容量配置方案;然后,基于锂电池半经验退化模型搭建全寿命周期净效益值模型,评估不同配置方案的经济性并得出最优方案;最后,以某地区电网典型日ACE数据仿真验证了所提策略的有效性和经济性。
At present
the large-scale grid integration of new energy systems may lead to the fluctuation of grid frequency. And the hybrid energy storage system composed of lithium battery energy storage and flywheel energy storage assists thermal power units to participate in secondary frequency regulation of grid
which can effectively improve the active frequency support ability of generation side of power grid and ensure the frequency safety. Aiming at the problem of modal decomposition signal aliasing and the influence of lithium battery life degradation on system economy when hybrid energy storage participates in secondary frequency regulation of power grid
a capacity configuration strategy for hybrid energy storage frequency regulation is proposed based on complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN) and considering lithium battery degradation model. Firstly
the area control error (ACE) signal is decomposed and reconstructed by CEEMDAN to determine the capacity configuration scheme under different reconstruction strategies. And then
the net benefit value model of whole life cycle is built based on the semi-empirical degradation model of lithium battery
and the economic evaluation of capacity configuration scheme under different reconstruction strategies is carried out to obtain the optimal capacity configuration scheme. Finally
the effectiveness and economy of the proposed capacity configuration strategy are verified by ACE data of a typical day of a regional power grid.
汤杰,李欣然,黄际元,徐飘,何聪.以净效益最大为目标的储能电池参与二次调频的容量配置方法[J].电工技术学报,2019(05).
宋杰,耿林霄,桑永福,温荣斌,孙鹏,弓林娟.基于EMD分解的混合储能辅助火电机组一次调频容量规划[J].储能科学与技术,2023(02).
陈沛,张新松,郭晓丽,李大祥,高希.考虑AGC指令随机特性的火-储混合电站二次调频研究[J].电力系统保护与控制,2023(12).
洪烽,贾欣怡,梁璐,郝俊红,王玮,房方.火-储耦合协同调频策略下飞轮储能容量配置一体化研究[J].热力发电,2023(09).
邢超,肖家杰,李培强,奚鑫泽,毛志宇,郭祺,涂春鸣.面向电网二次调频的多类型储能集成控制策略及经济性评估[J].储能科学与技术,2023(10).
武鑫,李洋涛,马志勇,滕伟,张爽,罗海荣.基于改进小波包分解的混合储能系统容量配置方法[J].太阳能学报,2023(08).
李霞,陈景文,周光荣,莫瑞瑞.基于半经验法的锂离子电池衰减模型[J].计算机与数字工程,2024(02).
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