Title :
A Multi-Agent Based Intelligent Engineer Room Monitoring and Diagnosis Method for Marine Safety
Author :
Yao, Gang ; Tang, Tianhao
Author_Institution :
Shanghai Maritime Univ., Shanghai
Abstract :
For the purpose of marine safety, this paper, after discussing the advantages of MAS compared with traditional DCS structure, presents a hybrid intelligent multi-agent method for engineer room monitoring and faults diagnosis. A new diagnosis process, combined with data mining and neural networks, are discussed as well as the functions and structure of agent which implements these algorithms. At last, some simulation results are shown to demonstrate the efficiency of the proposed system.
Keywords :
condition monitoring; data mining; fault diagnosis; marine safety; marine systems; multi-agent systems; neural nets; MAS; data mining; diagnosis method; faults diagnosis; intelligent engineer room; marine safety; monitoring method; multiagent method; neural networks; Condition monitoring; Distributed control; Fault diagnosis; Humans; Intelligent agent; Marine equipment; Marine safety; Marine transportation; Marine vehicles; Modems;
Conference_Titel :
Telecommunications, 2007. ITST '07. 7th International Conference on ITS
Conference_Location :
Sophia Antipolis
Print_ISBN :
1-4244-1178-5
Electronic_ISBN :
1-4244-1178-5
DOI :
10.1109/ITST.2007.4295917
