Vehicle storage battery life prediction method and device, electronic equipment and storage medium

The invention relates to a vehicle storage battery life prediction method, device and equipment and a storage medium. The method comprises the steps of obtaining a training sample set of a vehicle, wherein the training sample set comprises a plurality of pieces of vehicle feature information and sto...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: LU YANG, HU XINGHANG, XIONG CHUAN
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention relates to a vehicle storage battery life prediction method, device and equipment and a storage medium. The method comprises the steps of obtaining a training sample set of a vehicle, wherein the training sample set comprises a plurality of pieces of vehicle feature information and storage battery remaining use duration information corresponding to each piece of vehicle feature information, and the vehicle characteristic information comprises vehicle identification information, vehicle driving duration and vehicle driving mileage; constructing a current machine learning model; and training the current machine learning model according to the vehicle identification information, the vehicle driving duration, the vehicle driving mileage and the storage battery remaining use duration information to obtain a storage battery life prediction model. The storage battery life prediction model is trained based on the multiple pieces of vehicle feature information, and the storage battery life prediction acc