A new intelligent system based on hybrid neural networks for process monitoring

This paper presents a new data mining and knowledge discovery methodology based on hybrid neural networks. In the integrated intelligent system, a diagonal recurrent neural network model is proposed to predict data trend and a fuzzy neural network model is used for knowledge discovery. And also a principle component analysis method using correlative analysis is selected to reduce the data volumes.