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An interactive rule based event management system for effective equipment troubleshooting

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5 Author(s)
Ming Luo ; Singapore Institute of Manufacturing Technology, Singapore 638075 ; Danhong Zhang ; GeokHong Phua ; Lihui Chen
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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.

Published in:

IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society

Date of Conference:

7-10 Nov. 2011