Title :
An interactive rule based event management system for effective equipment troubleshooting
Author :
Luo, Ming ; Zhang, DanHong ; Phua, GeokHong ; Chen, Lihui ; Wang, Danwei
Author_Institution :
Singapore Inst. of Manuf. Technol., Singapore, Singapore
Abstract :
This paper presents an interactive rule based event management system (IREMS) design for effective equipment maintenance. A knowledge model comprising of fishbone like diagram and a Bayesian Network (BN) based model is proposed for knowledge extraction and representation. An interactive mechanism with BN for knowledge updating is proposed and implemented. The prototype system with case study has demonstrated the capability of the proposed system which has features of easy knowledge acquisition model, and interactive mechanism for communicating with field engineers in troubleshooting process. It can be used to support the decision-making effectively at various stages of troubleshooting of complex equipment.
Keywords :
belief networks; design engineering; knowledge based systems; machinery production industries; maintenance engineering; production engineering computing; production equipment; Bayesian network; IREMS design; decision making; equipment troubleshooting process; fishbone like diagram; interactive rule based event management system; knowledge acquisition model; knowledge extraction; knowledge representation; knowledge updating; Cause effect analysis; Engines; Event detection; Knowledge based systems; Real time systems; Testing; Uncertainty;
Conference_Titel :
IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-61284-969-0
DOI :
10.1109/IECON.2011.6119673