In order to raise the efficiency,automatization and intelligentization of condition monitoring and fault diagnosis for complex equipment systems,rough set theory is used to the field. A feature reduction algorithm bas...In order to raise the efficiency,automatization and intelligentization of condition monitoring and fault diagnosis for complex equipment systems,rough set theory is used to the field. A feature reduction algorithm based on rough set theory is adopted to extract condition information in monitoring and diagnosis for an engine,so that the technology condition monitoring parameters are optimized. The decision tables for each fault source are built and the diagnosis rules rooting in rough set reduction is applied to carry through intelligent fault diagnosis. The cases studied show that rough set method in condition monitoring and fault diagnosis can lighten the work burden in feature selection and afford advantages for autonomic learning and decision during diagnosis.展开更多
It is an urgent project to realize online and overall condition monitoring and timely fault diagnosis for large-scale mobile and complex equipment. Moreover, most of the existing large-scale complex equipment has quit...It is an urgent project to realize online and overall condition monitoring and timely fault diagnosis for large-scale mobile and complex equipment. Moreover, most of the existing large-scale complex equipment has quite insufficient accessibility of examination, although it still has quite a long service life. The decentralized and overall condition monitoring, as a new concept, is proposed from the point of view of the whole system. A set of complex equipment is divided into several parts in terms of concrete equipment. Every part is processed via one detecting unit, and the main detecting unit is connected with other units. The management work and communications with the remote monitoring center have been taken on by it. Consequently, the difficulty of realizing a condition monitoring system and the complexity of processing information is reduced greatly. Furthermore, excellent maintainability of the condition monitoring system is obtained because of the modularization design. Through an application example, the design and realization of the decentralized and overall condition monitoring system is introduced specifically. Some advanced technologies, such as, micro control unit （MCU）, advanced RISC machines （ARM）, and control area network （CAN）, have been adopted in the system. The system＇s applicability for the existing large-scale mobile and complex equipment is tested.展开更多
通过监测护层电流可及早发现高压电力电缆线路的潜在故障,有效避免非计划性停电。为此,提出了1种可用于诊断故障与非故障情况下3相交叉互联高压电力电缆中护层电流的研究方案。通过建立数学模型详细分析了2种典型的电缆故障,并基于1条...通过监测护层电流可及早发现高压电力电缆线路的潜在故障,有效避免非计划性停电。为此,提出了1种可用于诊断故障与非故障情况下3相交叉互联高压电力电缆中护层电流的研究方案。通过建立数学模型详细分析了2种典型的电缆故障,并基于1条线路长度为1.5 km、电压等级为110 k V的隧道电缆的仿真计算,提出了1套适用于12种电缆故障的诊断及定位标准。仿真分析结果显示:当电缆接地系统中存在开路故障时,故障回路中的护层电流会降低;而当电缆交叉互联箱进水或电缆接头内环氧预制件击穿时,故障护层回路中将产生高于正常水平的护层电流值。基于故障仿真,所提出的故障诊断标准可准确识别并定位指定的3种电缆故障:接头松动导致护层开路、交叉互联箱进水和接头内环氧预制件击穿。仿真表明地电阻的大幅度变化会导致诊断标准发生变化。展开更多
文摘In order to raise the efficiency,automatization and intelligentization of condition monitoring and fault diagnosis for complex equipment systems,rough set theory is used to the field. A feature reduction algorithm based on rough set theory is adopted to extract condition information in monitoring and diagnosis for an engine,so that the technology condition monitoring parameters are optimized. The decision tables for each fault source are built and the diagnosis rules rooting in rough set reduction is applied to carry through intelligent fault diagnosis. The cases studied show that rough set method in condition monitoring and fault diagnosis can lighten the work burden in feature selection and afford advantages for autonomic learning and decision during diagnosis.
基金This project was supported by the Hebei Provincial Nature Science Foundation (E20070011048).
文摘It is an urgent project to realize online and overall condition monitoring and timely fault diagnosis for large-scale mobile and complex equipment. Moreover, most of the existing large-scale complex equipment has quite insufficient accessibility of examination, although it still has quite a long service life. The decentralized and overall condition monitoring, as a new concept, is proposed from the point of view of the whole system. A set of complex equipment is divided into several parts in terms of concrete equipment. Every part is processed via one detecting unit, and the main detecting unit is connected with other units. The management work and communications with the remote monitoring center have been taken on by it. Consequently, the difficulty of realizing a condition monitoring system and the complexity of processing information is reduced greatly. Furthermore, excellent maintainability of the condition monitoring system is obtained because of the modularization design. Through an application example, the design and realization of the decentralized and overall condition monitoring system is introduced specifically. Some advanced technologies, such as, micro control unit （MCU）, advanced RISC machines （ARM）, and control area network （CAN）, have been adopted in the system. The system＇s applicability for the existing large-scale mobile and complex equipment is tested.
文摘通过监测护层电流可及早发现高压电力电缆线路的潜在故障,有效避免非计划性停电。为此,提出了1种可用于诊断故障与非故障情况下3相交叉互联高压电力电缆中护层电流的研究方案。通过建立数学模型详细分析了2种典型的电缆故障,并基于1条线路长度为1.5 km、电压等级为110 k V的隧道电缆的仿真计算,提出了1套适用于12种电缆故障的诊断及定位标准。仿真分析结果显示:当电缆接地系统中存在开路故障时,故障回路中的护层电流会降低;而当电缆交叉互联箱进水或电缆接头内环氧预制件击穿时,故障护层回路中将产生高于正常水平的护层电流值。基于故障仿真,所提出的故障诊断标准可准确识别并定位指定的3种电缆故障:接头松动导致护层开路、交叉互联箱进水和接头内环氧预制件击穿。仿真表明地电阻的大幅度变化会导致诊断标准发生变化。
基金Supported by the national nature science foundation of China(51137001 and 50977011)the specialized research fund for thedoctoral program of higher education of China(20090092120042)
