The invention discloses a driving style identification method, device and equipment and a readable storage medium, and relates to the technical field of computers. The method comprises the following steps: acquiring specified driving data and an economical efficiency identification model of a target vehicle, wherein the economical efficiency identification model is a classification model constructed based on historical driving data corresponding to a vehicle type of the target vehicle; according to the vehicle type, performing feature extraction on the specified driving data, and generating economic index features and safety index features of the target vehicle; inputting the economic index characteristics into the economic identification model to obtain an economic category corresponding to the specified driving data; according to the safety index characteristics and a preset dangerous driving scene, determining a safety category corresponding to the specified driving data; and determining a driving style corresponding to the specified driving data according to the economy category and the safety category. According to the invention, the recognition accuracy of the driving style is improved.
本发明公开了一种驾驶风格识别方法、装置、设备及可读存储介质,涉及计算机技术领域。该方法包括:获取目标车辆的指定行驶数据和经济性识别模型,其中所述经济性识别模型为基于所述目标车辆的车辆类型对应的历史行驶数据构建的分类模型;根据所述车辆类型,对所述指定行驶数据进行特征提取,生成所述目标车辆的经济性指标特征和安全性指标特征;将所述经济性指标特征输入所述经济性识别模型,获得所述指定行驶数据对应的经济性类别;根据所述安全性指标特征和预设危险驾驶场景,确定所述指定行驶数据对应的安全性类别;根据所述经济性类别和安全性类别,确定所述指定行驶数据对应的驾驶风格。本发明提高了对于驾驶风格的识别准确性。
Driving style recognition method, device and equipment and readable storage medium
驾驶风格识别方法、装置、设备及可读存储介质
2023-09-15
Patent
Elektronische Ressource
Chinesisch
IPC: | G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / 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 / 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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