The invention discloses a vehicle state monitoring model training method and device, an application method and device and a vehicle. The method comprises the steps of obtaining a state evaluation index sample set of a fire fighting truck; establishing a state monitoring model according to the association relationship between the state evaluation index and the working state of the fire-fighting vehicle; inputting the state evaluation index sample set into a state monitoring model, determining a state prediction value corresponding to the state evaluation index sample set, and training the state monitoring model according to an error between the state evaluation index sample set and the state prediction value; and obtaining trained model parameters and a completely trained state monitoring model. The technical problems that in the prior art, the fire fighting truck operation state evaluation dimension is single, and the evaluation accuracy is low are solved.
本发明公开了一种车辆状态监测模型训练方法、应用方法、装置和车辆,方法包括:获取消防车的状态评估指标样本集;根据所述状态评估指标与消防车辆工作状态之间的关联关系,建立状态监测模型;将所述状态评估指标样本集输入至状态监测模型,确定所述状态评估指标样本集对应的状态预测值,根据所述状态评估指标样本集与所述状态预测值之间的误差,对所述状态监测模型进行训练;获取训练后的模型参数以及训练完备的状态监测模型。本发明解决了现有技术中消防车运行状态评估维度单一、评估准确性低的技术问题。
Vehicle state monitoring model training method, vehicle state monitoring model application method, vehicle state monitoring model training device and vehicle
一种车辆状态监测模型训练方法、应用方法、装置和车辆
2023-01-17
Patent
Electronic Resource
Chinese
IPC: | G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / A62C FIRE-FIGHTING , Feuerbekämpfung / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES |
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