阅读说明：本技术 一种纯电动汽车剩余续驶里程估算方法 (Method for estimating remaining driving range of pure electric vehicle ) 是由 田慧欣 李昂 于 2020-04-22 设计创作，主要内容包括：一种纯电动汽车剩余续驶里程估算方法。本发明属于电动汽车技术领域。目的是提出一种基于地图信息和迭代SVR模型的纯电动汽车剩余续驶里程估算方法。包括以下步骤：(1)依据汽车物理模型和实际数据分析影响续驶里程的影响因素。(2)将行驶工况数据进行片段划分,提取片段的特征参数。(3)基于特征参数,通过聚类方法对工况片段进行类别划分。(4)建立计算单位里程SOC下降值的SVR模型。(5)利用百度地图API路径规划功能获取道路信息,预测未来行驶工况。(6)通过循环迭代SVR模型,结合当前SOC值、工况参数与温度值,预测汽车的剩余续驶里程。(A method for estimating the remaining driving range of a pure electric vehicle. The invention belongs to the technical field of electric automobiles. The method aims to provide a method for estimating the remaining driving range of the pure electric vehicle based on map information and an iterative SVR model. The method comprises the following steps: (1) and analyzing influence factors influencing the driving range according to the automobile physical model and the actual data. (2) And carrying out segment division on the running condition data, and extracting the characteristic parameters of the segments. (3) And classifying the working condition segments by a clustering method based on the characteristic parameters. (4) And establishing an SVR model for calculating the SOC (state of charge) reduction value of the unit mileage. (5) And acquiring road information by utilizing a Baidu map API path planning function, and predicting the future driving condition. (6) And predicting the remaining driving range of the automobile by circularly iterating the SVR model and combining the current SOC value, the working condition parameters and the temperature value.)