The invention provides a multi-dimensional driving state evaluation method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining the to-be-evaluated driving data of a vehicle and the target evaluation information of a plurality of evaluation indexes, and determining the current index value of each evaluation index according to the to-be-evaluated driving data, the method comprises the steps of obtaining target score range information of a vehicle, scoring each current index value according to each piece of target score range information to obtain a plurality of current index scores, performing weighted scoring on each current index score based on each target evaluation weight to obtain a driving state score, and evaluating the current driving state of the vehicle, the target evaluation information is obtained by updating initial evaluation information based on a driving state evaluation model, each piece of initial evaluation information is obtained by performing hierarchical analysis on each evaluation index, and the driving state evaluation model is obtained by performing evaluation training on different hyper-parameters in a preset evaluation model based on historical driving data; according to the invention, the accuracy and timeliness of the driving state evaluation are improved, and the driving safety is enhanced.
本发明提供一种多维度行车状态评价方法、装置、电子设备及存储介质,该方法包括获取车辆的待评驾驶数据和多个评价指标的目标评价信息,根据待评驾驶数据确定各评价指标的当前指标值,并根据各目标得分范围信息对各当前指标值进行评分,得到多个当前指标评分,基于各目标评价权重对各当前指标评分进行加权得分,得到行车状态评分,以对车辆的当前行车状态进行评价,其中,目标评价信息基于行车状态评价模型对初始评价信息进行更新得到,各初始评价信息基于对各评价指标进行层次分析得到,行车状态评价模型基于历史驾驶数据分别对预设评价模型中不同的超参数进行评价训练得到;本申请提高了行车状态评价的准确度和及时性,增强了行车安全性。
Multi-dimensional driving state evaluation method and device, electronic equipment and storage medium
多维度行车状态评价方法、装置、电子设备及存储介质
2024-11-29
Patent
Electronic Resource
Chinese
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