The invention provides a battery selection method and device for a battery swap station, a storage medium and equipment. Relates to the technical field of battery replacement. The method comprises the following steps: determining operation state evaluation information of each candidate battery swapping battery in a battery swapping station by using a battery operation state evaluation model, and obtaining energy consumption state prediction information of each vehicle to be subjected to battery swapping by using a vehicle energy consumption state prediction model, and according to the matching degree calculation model, determining a matching degree score between the operation state evaluation information of each candidate battery replacement battery and the energy consumption state prediction information of each to-be-replaced vehicle, and according to the matching degree score, determining a target battery replacement battery used for replacing each to-be-replaced vehicle from each candidate battery replacement battery. According to the method and the device, the adaptive battery replacement battery can be accurately selected for the to-be-replaced vehicle through the plurality of neural network models, so that the battery of the battery replacement station can be reasonably scheduled, and the operation efficiency of the battery replacement station is further improved.
本公开提供一种用于换电站的电池选取方法、装置、存储介质及设备;涉及换电技术领域。所述方法包括:利用电池运行状态评估模型确定换电站中各候选换电电池的运行状态评估信息,利用车辆能耗状态预测模型得到各待换电车辆的能耗状态预测信息,根据匹配度计算模型确定各候选换电电池的运行状态评估信息和各待换电车辆的能耗状态预测信息之间的匹配度得分,并根据匹配度得分从各候选换电电池中确定用于为各待换电车辆更换的目标换电电池。本公开通过多个神经网络模型可以准确地为待换电车辆选取到适配的换电电池,便于将换电站的电池进行合理调度,进而提高换电站的运营效能。
Battery selection method and device for battery swap station, storage medium and equipment
用于换电站的电池选取方法、装置、存储介质及设备
18.06.2024
Patent
Elektronische Ressource
Chinesisch
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60S SERVICING, CLEANING, REPAIRING, SUPPORTING, LIFTING, OR MANOEUVRING OF VEHICLES, NOT OTHERWISE PROVIDED FOR , Warten, Reinigen, Instandsetzen, Unterstützen, Anheben oder Rangieren von Fahrzeugen, soweit nicht anderweitig vorgesehen / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung |
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