Title :
The research of an intelligent monitoring system based on FCS for marine engine room
Author :
Jinsheng, Dou ; Tianhao, Tang
Author_Institution :
Zhenjiang Watercraft Coll., China
Abstract :
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.
Keywords :
computerised monitoring; engines; field buses; intelligent control; learning (artificial intelligence); recurrent neural nets; ships; transport control; FCS; adaptive optimal predictor; diagonal recurrent neural network; fieldbus control system; intelligent monitoring system; learning; marine engine room; trend analysis; Computerized monitoring; Control systems; Educational institutions; Engines; Intelligent control; Intelligent structures; Intelligent systems; Neural networks; Predictive models; Recurrent neural networks;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1021458
