The invention discloses an intelligent networked automobile monitoring and alarming method and system based on data real-time monitoring, and particularly relates to the technical field of automobile monitoring and alarming. Firstly, various sensors are used for collecting vehicle and surrounding environment data in real time, effective preprocessing is carried out, and the consistency of the data is ensured; secondly, extracting vehicle driving characteristics and driving environment characteristics from the preprocessed data, carrying out data analysis and model training, identifying potential dangerous conditions and sending out dangerous signals, meanwhile, carrying out real-time monitoring in the data preprocessing and characteristic extraction stage, evaluating the stability of the working state of the vehicle-mounted computer in time, and when abnormal working is found, carrying out real-time monitoring on the vehicle-mounted computer; according to the method, the vehicle-mounted computer can be diagnosed and repaired immediately, the accuracy and real-time performance of the repaired vehicle-mounted computer are evaluated, finally, the information accuracy and the command real-time performance after repair are comprehensively analyzed, possible risk faults are predicted and warned in advance, and the vehicle driving safety is effectively improved by monitoring and managing the vehicle-mounted computer in an omnibearing mode.
本发明公开了一种基于数据实时监测的智能网联汽车监测报警方法及系统,具体涉及汽车监测报警技术领域;首先,利用各种传感器实时采集车辆及周围环境数据,并进行有效的预处理,确保数据的一致性;其次,从预处理后的数据中提取车辆行驶特征和驾驶环境特征,进行数据分析和模型训练,识别潜在的危险情况并发出危险信号,同时,在数据预处理和特征提取阶段实施实时监测,及时评估车载计算机工作状态的稳定性,在发现工作异常时,立即进行诊断修复,并对修复后的车载计算机进行准确性和实时性的评估,最后,综合分析修复后的信息准确性和命令实时性,提前预测预警可能出现的风险故障,通过全方位监测和管理车载计算机,有效提高了车辆行驶安全性。
Intelligent networked automobile monitoring and alarming method and system based on data real-time monitoring
一种基于数据实时监测的智能网联汽车监测报警方法及系统
2025-01-24
Patent
Electronic Resource
Chinese
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