The invention relates to the technical field of data processing, and discloses a secondary processing algorithm for the remaining mileage of a new energy automobile, which comprises the following steps of acquiring battery information data of the new energy automobile during driving, and carrying out data preprocessing on the battery information data to obtain preprocessed battery information data, according to the preprocessed battery information data, estimating the battery state of the new energy automobile by using a battery charge state estimation method based on battery characteristics, predicting the driving mileage of the new energy automobile by using the driving mileage estimation model of the new energy automobile, and using the improved firefly algorithm to perform site selection of the new energy automobile charging station. The invention further provides a secondary processing system for the remaining mileage of the new energy automobile. Automobile data processing is realized.
本发明涉及一种数据处理的技术领域,揭露了一种新能源汽车剩余里程的二次处理算法,包括:获取新能源汽车行驶途中的电池信息数据,并对电池信息数据进行数据预处理,得到预处理后的电池信息数据;根据预处理后的电池信息数据,利用基于电池特征的电池荷电状态估算方法对新能源汽车的电池状态进行预估;利用新能源汽车续驶里程估算模型进行新能源汽车续驶里程的预测;利用改进的萤火虫算法进行新能源汽车充电站的选址。本发明还提供了一种新能源汽车剩余里程的二次处理系统。本发明实现了汽车数据的处理。
Secondary processing algorithm and system for remaining mileage of new energy automobile
一种新能源汽车剩余里程的二次处理算法及系统
18.05.2021
Patent
Elektronische Ressource
Chinesisch
IPC: | B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen |
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