摘要
对机械设备故障智能诊断技术的主要理论和方法进行了归纳和分类,对基于模糊理论的诊断法、基于人工神经网络的诊断法、基于灰色系统理论的诊断法、基于支持向量机的诊断法、集成技术故障诊断法等智能诊断方法的概念、特点、原理、缺陷、主要改进及典型应用进行了介绍,指出将现代技术与多种诊断方法相互融合形成的集成化智能诊断技术是机械系统故障智能诊断技术未来的重要发展趋势。
Main intelligent diagnostic theories and methods for mechanical equipment faults are summarized and classified.The paper introduces the conceptsc,haracteristics,principles,defects,main improvement and typ-ical applications of intelligent diagnostic methods including method based on fuzzy theory,artificial neural net-work,method,gray system theory,SVM（support vector machine）and integration techniques.It points out that the important developing trend of intelligent diagnostic techniques for mechanical system faults in the future is integrated intelligent diagnostic techniques by integrating modern technologies and different diagnostic meth-ods.
出处
《华东交通大学学报》
2011年第5期23-28,共6页
Journal of East China Jiaotong University
关键词
机械设备
故障诊断
智能诊断技术
mechanical equipment
fault diagnosis
intelligent diagnostic techniques
