The invention provides an electric automobile safety early warning method and system based on artificial intelligence. The method comprises the following steps: acquiring various different types of data related to safe driving of an automobile, including historical driving data and historical maintenance data; and adopting different artificial intelligence models for training, acquiring corresponding automobile safety early warning results, and fitting the two automobile safety early warning results to obtain a final overload safety early warning result so that automobile safety early warningefficiency and accuracy are greatly improved. Besides, overload safety early warning results of other automobiles of the same model are predicted by detecting driving track data of an overloaded automobile so that an overload detection device does not need to be installed for each automobile for overload detection, and research, development, installation and maintenance cost of detection equipmentis greatly reduced; and finally, various automobile body sensors of the electric automobile are fully utilized to acquire automobile data for automobile safety early warning.
本发明提供一种基于人工智能的电动汽车安全预警方法与系统,其采集了包括历史行驶数据和历史维修数据在内的多种不同类型的涉及到汽车安全行驶的数据,并分别采用不同的人工智能模型进行训练,得到对应的汽车安全预警结果,并拟合两种汽车安全预警结果得到最终的超载安全预警结果,从而大大提高了汽车的安全预警的效率和准确性;此外,通过检测超载汽车的行驶轨迹数据预测同型号的其他汽车的超载安全预警结果,从而无需为每个汽车安装超载检测装置来进行超载检测,从而大大降低了检测设备的研发、安装和维护成本;最后,本发明充分利用了电动汽车的各种车身传感器来获取车辆数据,以用于汽车安全预警。
Electric automobile safety early warning method and system based on artificial intelligence and electric automobile
一种基于人工智能的电动汽车安全预警方法及系统、电动汽车
2020-10-27
Patent
Electronic Resource
Chinese
IPC: | B60K Anordnung oder Einbau von Antriebseinheiten oder von Kraft- bzw. Drehmomentübertragungen in Fahrzeugen , ARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES / B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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