变电站蓄电池开路的智能预警与处理系统设计  

Design of Intelligent Warning and Processing System for Open Circuit of Battery in Substation

作　　者：刘保平 朱日升 毛新飞 林伟 胡纯彬 姜涵 LIU Baoping;ZHU Risheng;MAO Xinfei;LIN Wei;HU Chunbin;JIANG Han(State Grid Zhejiang Electric Power Co.,Ltd.Lishui Power Supply Company,Zhejiang 323000,China)

机构地区：[1]国网浙江省电力有限公司丽水供电公司,浙江323000

出　　处：《电子技术（上海）》2023年第9期418-419,共2页Electronic Technology

摘　　要：阐述变电站蓄电池开路智能预警与处理系统的设计,包括智能预警分析和开路处理装置,探讨蓄电池充放电电压、电流、温度的历史数据采集,采用基于GRU神经网络算法进行内阻数据的智能预测分析,对预测可能发生开路的电池发出实时预警,同时此系统能够保证发生故障时,蓄电池组正常输出。This paper expounds the design of an intelligent warning and processing system for battery open circuits in substations,including intelligent warning analysis and open circuit processing devices.It explores the historical data collection of battery charging and discharging voltage,current,and temperature,and uses GRU neural network algorithm for intelligent prediction and analysis of internal resistance data.Real time warning is issued for batteries that may experience open circuits,and this system can ensure that in the event of a fault,The battery pack outputs normally.

关 键 词：智能预警 蓄电池开路 自动处理装置 

分 类 号：TM912[电气工程—电力电子与电力传动]