The Development and Application of a Knowledge-Based Fault Recovery Management Mechanism

Autor: Kuo-Wei Su, 蘇國瑋
Rok vydání: 2000
Druh dokumentu: 學位論文 ; thesis
Popis: 89
The formation of knowledge architecture is getting more important and is demanded by maintenance environment. In this research, a methodology for knowledge identification of a logistic section of a bus system was presented, and an effective, adaptive, and practical knowledge management mechanism named fault recovery management mechanism (FRMM) was developed to implement the proposed strategy for administrator. Based on a cognitive analysis of maintenance tasks, a knowledge-based framework was developed through using expert system technology to provide immediate, context-sensitive feedback for maintenance engineers on problem solving. Moreover, the reliability-centered maintenance (RCM) model offers an intelligent computer-aided critical analysis process to report system breakdown for policymaker and then improves the system quality. The referred example shows how the maintenance protocol might represent a few of the key dimensions and integration in the maintainers’ mental model for implementing these tasks in a bus system. As a result, the FRMM provides valuable information in understanding fault events, and the information analysis can be used to other hazard assessment activities. Although this study presents a FRMM process for a bus system, these procedures could be useful in the logistic maintenance of other systems. The FRMM conceptual model could serve as a guide for other similar logistic systems to prevent maintainer errors and for the different kinds of high technological industrial that need to manage a domain-specific knowledge.
Databáze: Networked Digital Library of Theses & Dissertations