The present disclosure provides a motorized vehicle configured to identify a battery condition by classifying a data set. The present disclosure relates to an electrically powered vehicle configured to identify a battery condition, such as a thermal event and/or an open circuit event, by classifying a data set, and a corresponding method. In some aspects, the techniques described herein relate to an electrically powered vehicle including: a battery pack; a sensor configured to generate a signal indicative of a property of the battery pack; and a computing system comprising a controller configured to interpret the signal from the sensor to obtain a data set corresponding to the property of the battery pack over a period of time, and a classification model, and wherein the processor is configured to classify the data set as thermal events using the classification model.

    本公开提供了“配置为通过对数据集分类来识别电池状况的电动化车辆”。本公开涉及一种被配置为通过对数据集进行分类来识别电池状况(诸如热事件和/或开路事件)的电动化车辆以及对应的方法。在一些方面,本文描述的技术涉及一种电动化车辆,所述电动化车辆包括:电池包;传感器,所述传感器被配置为生成指示所述电池包的性质的信号;以及计算系统,所述计算系统包括控制器和分类模型,其中所述控制器被配置为解释来自所述传感器的所述信号以获得在某一时间段内对应于所述电池包的所述性质的数据集,并且其中所述处理器被配置为使用所述分类模型来将所述数据集分类为热事件。


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    Title :

    Electrically powered vehicle configured to identify battery conditions by classifying data sets


    Additional title:

    配置为通过对数据集分类来识别电池状况的电动化车辆


    Contributors:

    Publication date :

    2024-03-15


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / B60K Anordnung oder Einbau von Antriebseinheiten oder von Kraft- bzw. Drehmomentübertragungen in Fahrzeugen , ARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES / G01R Messen elektrischer Größen , MEASURING ELECTRIC VARIABLES / H01M Verfahren oder Mittel, z.B. Batterien, für die direkte Umwandlung von chemischer in elektrische Energie , PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY



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