|国家预印本平台
首页|基于铁路设备故障诊断专家系统研究--模糊推理原型分析

基于铁路设备故障诊断专家系统研究--模糊推理原型分析

Based on expert system research of realway equipments fault diagnosing?? fuzzy inference model analysis

中文摘要英文摘要

铁路车站信号设备是铁路运输的重要控制设备,要求必须具有很高的工作稳定性和安全性。为了保证铁路信号设备的安全性,采取必要的措施对其运行状态,尤其是故障状态进行监测和诊断是十分重要的。利用新技术方法,实现铁路信号设备状态监测和故障诊断,是保障铁路运输安全需亟待研究的重大课题之一。目前我国车站信号设备微机监测系统已经在全路广泛应用,绝大部分车站都可实现设备工作状态信息实时监测,而故障诊断决策支持系统仍处于研究开发阶段。论文针对原型系统的开发分析,对面向对象的知识表示方法、基于规则和判定树概念的知识表示方法、基于模糊规则的推理方法、基于模糊决策树的推理方法等进行了比较分析研究。

evices of the railway signaling in station are significant controlling facilities in the railway transportation, which require high stability and security while working. In order to guarantee the security of the railway signal devices, it is very important to take essential measures to monitor and diagnose its operation state, especial the fault state. In order to ensure the railway transportation security, it is one of the great subjects requiring urgent study to use new techniques to realize monitoring the state and diagnosing the fault of the railway signal devices. The computer monitoring system of the railway station signal devices in our country has been already in the extensive application of the whole way at present, most station can realize to monitor the status information in real time, but the DSS of fault diagnoses is still at a stage of researching and developing。Aiming at developing and analyzing of a prototype system, this paper compares knowledge expressing methods that is object-oriented and that is rule-based and uses concept of judge trees, and compares reasoning methods that is based on fuzzy rules and fuzzy decision trees. On the basis of the characteristic of the device fault descriptions and mechanism of the railway signaling in station, it utilizes the developing tool of the expert system to set up the knowledge base and comprehensive database, and carries on simulation analysis。

章跃平

铁路运输工程自动化技术、自动化技术设备

故障诊断,专家系统,规则,知识库,模糊推理,概率,趋势

he fault diagnosing A expert system Rule Knowledge Base fuzzy inference Probability Trend

章跃平.基于铁路设备故障诊断专家系统研究--模糊推理原型分析[EB/OL].(2006-03-28)[2025-08-03].http://www.paper.edu.cn/releasepaper/content/200603-495.点此复制

评论