ANN-based Nonlinear Time Series Models in Fault Detection and Prediction

摘要

In this paper nonlinear time series models based on neural networks are introduced to forecast faults. A feedforward neural network prediction method with single sample adaptive learning algorithm are presented to implement system modeling, parameter correcting and trend forecasting on line.