The invention discloses a reminding method for battery replacement of tire pressure detection equipment. The reminding method comprises the following steps: establishing a battery life prediction model; acquiring vehicle state data; importing the vehicle state data into the battery life prediction model, and obtaining a battery life result; and sending the battery life result. Compared with the prior art, the cloud side is used for storing the vehicle state, and the problems of insufficient storage and data loss of the vehicle side are solved; according to the battery life calculation method, an indirect method is used for constructing a label and features for learning the battery life, xgboost is used for predicting the battery life, and an xboost model can be replaced by other deep regression learning models; the information notification module notifies a vehicle owner of battery replacement information through a mobile phone app, and other methods such as short messages can be used; the future battery life is predicted, and a vehicle owner is reminded in time.
本申请公开了一种胎压检测设备更换电池的提醒方法,包括:建立电池寿命预测模型;获取车辆状态数据;导入所述车辆状态数据至所述电池寿命预测模型中,并获取电池寿命结果;发送所述电池寿命结果。与现有技术相比,本申请使用云端对车辆状态进行存储,解决了车端存储不足,数据丢失问题;电池寿命计算方法,使用间接法构建学习电池寿命的label和特征,使用xgboost进行电池寿命预测,xboost模型可以替换成其他深度回归学习模型;信息通知模块,通过手机app将电池更换信息通知给车主,可以使用短信等其他方法;对未来电池寿命进行预测,及时提醒车主。
Reminding method and device for battery replacement of tire pressure detection equipment
一种胎压检测设备更换电池的提醒方法及装置
18.07.2023
Patent
Elektronische Ressource
Chinesisch
IPC: | G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / B60C VEHICLE TYRES , Fahrzeugreifen / B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein |
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