一个交互式的基于规则的事件管理系统,用于有效的设备故障排除

M. Luo, D. Zhang, G. Phua, Lihui Chen, Danwei W. Wang
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引用次数: 8

摘要

提出了一种基于交互式规则的事件管理系统(IREMS)设计,以实现设备的有效维护。提出了一种由鱼骨图和基于贝叶斯网络的知识模型组成的知识模型,用于知识的提取和表示。提出并实现了一种与BN交互的知识更新机制。通过实例验证了该系统的可行性,该系统具有知识获取模型简单、与现场工程师在故障排除过程中的交互机制等特点。它可以有效地支持复杂设备故障排除各个阶段的决策。
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An interactive rule based event management system for effective equipment troubleshooting
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.
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