The invention belongs to the technical field of flight test data processing and monitoring, and particularly relates to an aviation flight data anomaly real-time detection method, which comprises the following steps of: establishing an anomaly detection model, judging the abnormal state of currently input aviation flight data in real time by learning the essential characteristics of real data and abnormal data, and updating the model in real time. The dynamic change of real-time data is tracked, real-time detection of data abnormal points is realized, and sample data is provided for subsequent flight data restoration.
本发明属于飞行试验数据处理与监控技术领域,具体涉及一种航空飞行数据异常实时检测方法,建立异常检测模型,通过学习真实数据和异常数据本质特征,实时判断当前输入的航空飞行数据的异常状态,同时实时更新模型,以跟踪实时数据的动态变化,实现数据异常点实时检测,为后续飞行数据修复提供样本数据。
Aviation flight data abnormity real-time detection method
一种航空飞行数据异常实时检测方法
2024-04-05
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte |
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