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Fault Diagnosis of Reciprocating Compressors Valve Based on Cyclostationary Method

Fault Diagnosis of Reciprocating Compressors Valve Based on Cyclostationary Method

作     者:王雷 王奉涛 赵俊龙 马孝江 

作者机构:Institute of Vibration EngineeringSchool of Mechanical EngineeringDalian University of Technology 

出 版 物:《Journal of Donghua University(English Edition)》 (东华大学学报(英文版))

年 卷 期:2011年第28卷第4期

页      面:349-352页

核心收录:

学科分类:0817[工学-化学工程与技术] 08[工学] 0807[工学-动力工程及工程热物理] 0805[工学-材料科学与工程(可授工学、理学学位)] 0802[工学-机械工程] 081101[工学-控制理论与控制工程] 0811[工学-控制科学与工程] 081102[工学-检测技术与自动化装置] 

基  金:National Natural Science Foundation of China (No. 50805014) Key Research Program of Ministry of Education of China(No. 109047) 

主  题:reciprocating compressor valve fault diagnosis cyclic autocorrelation (CA) function empirical mode decomposition (EMD) 

摘      要:The relationship between second-order cyclostationary method and time-frequency distribution is studied, and cyclic autocorrelation(CA) function is indicated to be one sort of special time-frequency distribution method. Furthermore, a fault diagnosis method for reciprocating compressors based on empirical mode decomposition (EMD) and CA function is proposed, and then it is applied to the fault diagnosis of reciprocating compressor valve. Firstly, the vibration signal of reciprocating compressor valve is decomposed by using ENID method, and several intrinsic mode functions (IMFs) are obtained. Secondly, the IMFs are evaluated by some denoising criterions to remove the noise and interfering ones. Finally, the CA functions of the remained IMFs are calculated, which will be used to reconstruct the CA function of the original vibration signal. Engineering application indicates that this method can sufficiently inhibit the cross-interference items of CA function. Therefore, more explicit working conditions of reciprocating compressor components can be achieved.

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