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A Novel Method of Fault Detection for Solenoid Valves Based on Vibration Signal Measurement
Guo HF(郭海丰); Wang K(王锴); Xu AD(徐皑冬); Cui H(崔和); Jiang J(姜晶)
作者部门工业控制网络与系统研究室
会议名称2016 IEEE International Conference on Smart Data(SmartData2016)
会议日期December 16-19, 2016
会议地点Chengdu, China
会议录名称2016 IEEE International Conference on Smart Data(SmartData2016)
出版者IEEE
出版地New York
2016
页码870-873
收录类别EI
EI收录号20172303741890
产权排序1
ISBN号978-1-5090-5880-8
关键词Sov Vibration Signal Fault Wavelet
摘要Solenoid valves are vital pieces of equipment which have been widely used in a variety of industries. Fault detection methods of solenoid valves play important role for improving their reliability and maintenance efficiency due to their high failure rates in the field. Therefore, a novel method of fault detection for solenoid valves based on vibration signal measurement is proposed in this paper. The vibration sensor is place on the top of the solenoid valve and the vibration signal is collected by Labview SignalExpress system. The amplitude of the signal is extracted by denoising algorithm based on Wavelet and analyzed to detect the working state with the help of health index. The method is not interfered by the power supply system, and the method enhance the ability to resist interference. Experimental platform was set up to validate the proposed method by injecting faults into the solenoid valve. Experimental results show that the method proposed can provide not only indications of whether or not the valve is functioning, but also the information of how well the valve is functioning, thus empowering condition-based maintenance operations.
语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/19505
专题工业控制网络与系统研究室
通讯作者Guo HF(郭海丰)
作者单位1.Industrial Control Networks and Systems Department, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.Department of Electrical and Computer Engineering, University of Western Ontario, London, Canada
3.China Ship Research and Development Academy, Beijing, China
4.University of Chinese Academy of Sciences, Beijing, China
5.Liaoning Institute of Science and Technology, Benxi, China
推荐引用方式
GB/T 7714
Guo HF,Wang K,Xu AD,et al. A Novel Method of Fault Detection for Solenoid Valves Based on Vibration Signal Measurement[C]. New York:IEEE,2016:870-873.
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