基于本体的矿井提升机主轴系统故障诊断方法

Fault diagnosis method for mine hoist spindle system based on ontology

  • 摘要: 针对传统矿井提升机故障诊断方法效率低、准确性差及诊断知识难以重用和共享等问题,提出了一种基于本体的矿井提升机主轴系统故障诊断方法。针对矿井提升机主轴系统故障原因多样化的特点,提出用三维坐标法系统总结各种故障现象及其故障原因,解决了故障总结不全面、原因分析不合理等问题;通过Protégé4.3软件建立故障诊断本体库,将故障现象、故障原因及其对应的逻辑关系作为知识存入本体库,解决了故障诊断知识共享和重用困难等问题,提高了故障诊断效率;通过SQL Server 2008数据库存取主轴系统监测数据,利用Java 持久层应用程序接口JPA和Java应用程序接口Jena建立本体库与数据库的映射,实现了数据库与本体库数据的动态交换;最后通过本体库对监测数据进行分析,确定故障原因并定位故障源,实现故障诊断。实例分析结果表明,基于本体的矿井提升机主轴系统故障诊断方法提高了故障诊断的效率和准确性,且可靠性较高。

     

    Abstract: In view of problems of low efficiency, poor accuracy and difficulty in reusing and sharing diagnostic knowledge of traditional fault diagnosis methods of mine hoist, a fault diagnosis method for mine hoist spindle system based on ontology was proposed. In view of diversification of fault causes of mine hoist spindle system, a three-dimensional coordinate method is proposed to summarize various fault phenomena and their causes, and the problems such as incomplete fault summary and unreasonable reason analysis are solved; fault diagnosis ontology library is established through Protégé4.3, and fault phenomenon, fault causes and their corresponding logical relationship are stored in ontology library as knowledge, which solves problems of knowledge sharing and reuse of fault diagnosis, and improves efficiency of fault diagnosis; SQL Server 2008 database is used to access monitoring data of the spindle system, and Java persistence layer application program interface JPA and Java application program interface Jena are used to establish mapping between ontology library and database, so as to realize dynamic data exchange of database and ontology library; finally the monitoring data is analyzed through ontology library to determine fault causes and locate fault sources, and then fault diagnosis is realized. The example analysis results show that the fault diagnosis method for mine hoist spindle system based on ontology improves efficiency and accuracy of fault diagnosis, and has high reliability.

     

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