The invention discloses a power battery safety state detection method, electronic equipment, a storage medium and a device. The method comprises the steps that a power battery is charged based on a pulse charging strategy, battery pulse charging data of each pulse charging stage, battery quasi-static data of each quasi-static stage and charging end moment data are collected, and data cleaning is carried out; determining a battery monomer with the highest voltage in each quasi-static stage based on the battery quasi-static data subjected to data cleaning, and calculating the occurrence frequency of each battery monomer in all quasi-static stages; identifying whether all the battery monomers have outlier battery monomers or not through a k-means clustering algorithm based on the frequency; and analyzing the safety state of the power battery based on the identification result, the battery pulse charging data, the battery quasi-static data and the charging end moment data. According to the invention, the pulse charging strategy is adopted to charge the power battery and collect the pulse charging data, so that the safety state of the battery can be detected without cloud data.
本发明公开了一种动力电池安全状态检测方法、电子设备、存储介质及装置。该方法包括:基于脉冲充电策略对动力电池进行充电并采集每个脉冲充电阶段的电池脉冲充电数据、每个准静置阶段的电池准静态数据和充电结束时刻数据并进行数据清洗;基于完成数据清洗的电池准静态数据确定每个准静置阶段电压最高的电池单体,并计算每个电池单体在所有准静置阶段出现的频率;基于频率通过k均值聚类算法识别所有电池单体是否存在离群电池单体;基于识别结果、电池脉冲充电数据、电池准静态数据和充电结束时刻数据分析动力电池的安全状态。本发明通过采用脉冲充电策略对动力电池进行充电并采集脉冲充电数据,实现在没有云端数据的情况下进行电池安全状态检测。
Power battery safety state detection method, electronic equipment, storage medium and device
动力电池安全状态检测方法、电子设备、存储介质及装置
2024-05-03
Patent
Electronic Resource
Chinese
IPC: | B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen |
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