The invention relates to the technical field of automobile remote monitoring, and discloses an intelligent networked automobile remote monitoring system, and a remote monitoring module comprises a vehicle-mounted sensor network which collects state parameters of each part of an automobile in real time based on a vehicle-mounted sensor; the vehicle-mounted communication module is used for transmitting the sensor data to a remote server for decision making; the big data analysis module is used for estimating the battery state and the overall running condition of the vehicle based on the acquired data; the state analysis module is used for establishing a vehicle health state evaluation model based on a machine learning algorithm and judging whether the battery has a potential fault risk or not; the early warning and decision support module is used for displaying the running states of the battery and the vehicle based on a model prediction result, and performing early warning response when a potential fault occurs; and the mobile application and Web end interface is used for providing a user with an intuitive battery state report and a vehicle running condition overview, and displaying a prediction result and suggested actions.
本发明涉及汽车远程监控技术领域,且公开了一种智能网联汽车远程监控系统,远程监控模块包括:车载传感网络:基于车载传感器实时收集汽车各部分状态参数;车载通讯模块:将传感器数据传输到远程服务器进行决策;大数据分析模块:基于获取数据进行估电池状态和车辆整体运行状况评估;状态分析模块:基于机器学习算法建立车辆健康状态评估模型,判断电池是否存在潜在故障风险;预警与决策支持模块:基于模型预测结果显示电池以及车辆运行状态,出现潜在故障时,进行预警响应;移动应用与Web端界面:提供用户直观的电池状态报告和车辆运行状况概览,展示预测结果和建议行动。
Intelligent network connection automobile remote monitoring system
一种智能网联汽车远程监控系统
2024-08-09
Patent
Electronic Resource
Chinese
IPC: | B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / H04W WIRELESS COMMUNICATION NETWORKS , Drahtlose Kommunikationsnetze |
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