论文信息 - The research of an intelligent monitoring system based on FCS for marine engine room

The research of an intelligent monitoring system based on FCS for marine engine room

This paper presents a new structure of an intelligent monitoring system based on a fieldbus control system (FCS) for the marine engine room. An adaptive optimal predictor based on a diagonal recurrent neural network (DRNN) is proposed for trend analysis. The system structure, predictor model and learning algorithm are described in this paper. An application result in the marine engine room is illustrated.

Tang Tianhao | Dou Jinsheng

[1] Tianhao Tang,et al. ANN-Based Nonlinear Time Series Models in Fault Detection and Prediction , 1998 .

[2] Les E. Atlas,et al. Recurrent neural networks and robust time series prediction , 1994, IEEE Trans. Neural Networks.

[3] Tianhao Tang,et al. A fuzzy and neural network integrated intelligence approach for fault diagnosing and monitoring , 1998 .