兵工自动化2024，Vol.43Issue(9)：16-20,5.DOI:10.7690/bgzdh.2024.09.004
卡尔曼滤波在装备故障预测中的应用综述
Survey on Application of Kalman Filter in Equipment Fault Prediction
摘要
Abstract
Kalman filter is applied to equipment fault prediction.In practical application,considering the influence of noise and disturbance on the measurement results,the Kalman filter can be used to predict a group of data containing measured noise while analyzing the measured noise;the Kalman filter is easy to design computer program,can update and process the field data in real time,and is easy to implement and combine with other algorithms.Through the discussion of the key methods of Kalman filtering and the analysis of examples,the results show that Kalman filtering has a good application prospect in equipment fault prediction.关键词
卡尔曼滤波/故障预测/实测数据/噪声处理Key words
Kalman filtering/fault prediction/measured data/noise processing分类
军事科技引用本文复制引用
赵建印,雷瑶,李振宇..卡尔曼滤波在装备故障预测中的应用综述[J].兵工自动化,2024,43(9):16-20,5.
