基于SAC算法的工厂变电站储能设备控制方法  

Control Method of Energy Storage Equipment in Factory Substation Based on SAC Algorithm

作　　者：叶志晖 丁男哲 金文龙[1] 王文娟[1] YE Zhi-hui;DING Nan-zhe;JIN Wen-long;WANG Wen-juan(China Tobacco Zhejiang Industrial Co.,Ltd.,Hangzhou 310000 China)

机构地区：[1]浙江中烟工业有限责任公司,浙江杭州310000

出　　处：《自动化技术与应用》2023年第7期34-38,共5页Techniques of Automation and Applications

摘　　要：传统方法控制工厂变电站储能设备时,易发生收敛过早、FHC值和放电深度最大值偏高以及储能设备使用寿命缩短的问题。提出基于SAC算法的工厂变电站储能设备控制方法,首先通过SAC算法对工厂变电站储能设备进行分析,通过充分利用训练样本,获取储能设备的最优参数,然后分析计算光伏系统设备和储能设备的电压、功率等,最后结合两者共同控制出口,得到工厂变电站储能设备最优控制方法。实验表明方法能够有效地降低FHC值和放电深度最大值,延长储能设备的使用寿命。Conventional methods control plant substation energy storage equipment,problems such as premature convergence,high FHC value and maximum discharge depth,and short service life of energy storage equipment are likely to occur.As a result,the control method of energy storage equipment in factory substation based on SAC algorithm is proposed.First,the SAC algorithm is used to analyze the energy storage equipment in the factory substations.Through the full use of training samples,the optimal parameters of the energy storage equipment are obtained,and then the photovoltaic system equipment Analyze and calculate the voltage and power of the energy storage equipment separately,and finally combine the two to control the outlet together to obtain the optimal control method of the energy storage equipment in the factory substation.Experimental show that the proposed method can effectively reduce the FHC value and the maximum depth of discharge,and prolong the service life of energy storage equipment.

关 键 词：SAC算法 储能设备 控制方法 极大熵原理 

分 类 号：TP273[自动化与计算机技术—检测技术与自动化装置]