Bearing Fault Detection Based on Improved CYCBD Method
LUO Zhong1,2， XU Di1,2， LI Lei1,2， MA Hui1,2
1. School of Mechanical Engineering & Automation， Northeastern University， Shenyang 110819， China; 2. Key Laboratory of Vibration and Control of Aero-Propulsion System， Ministry of Education， Northeastern University， Shenyang 110819， China.
LUO Zhong， XU Di， LI Lei， MA Hui. Bearing Fault Detection Based on Improved CYCBD Method[J]. Journal of Northeastern University(Natural Science), 2021, 42(5): 673-678.
[1]Robert B R，Jérme A.Rolling element bearing diagnostics—a tutorial［J］.Mechanical Systems and Signal Processing，2011，25(2):485-520. [2]Endo H，Randall R.Enhancement of autoregressive model based gear tooth fault detection technique by the use of minimum entropy deconvolution filter［J］.Mechanical Systems and Signal Processing， 2006，21(2):906-919. [3]McDonald G，Qing Z.Multipoint optimal minimum entropy deconvolution and convolution fix:application to vibration fault detection［J］. Mechanical Systems and Signal Processing，2017，82:461-477. [4]McDonald G，Qing Z，Ming J.Maximum correlated Kurtosis deconvolution and application on gear tooth chip fault detection［J］.Mechanical Systems and Signal Processing， 2012，33:237-255. [5]胡爱军，赵军.基于自适应最大相关峭度解卷积的滚动轴承多故障诊断［J］.振动与冲击，2019，38(22):171-177.(Hu Ai-jun，Zhao Jun.Diagnosis of multiple faults in rolling bearings based on adaptive maximum correlated Kurtosis deconvolution［J］.Journal of Vibration and Shock，2019，38(22):171-177.) [6]Hong L H，Liu X B，Zuo H Y.Compound faults diagnosis based on customized balanced multiwavelets and adaptive maximum correlated Kurtosis deconvolution［J］.Measurement，2019，146:87-100. [7]Buzzoni M，Antoni J，D′Elia G.Blind deconvolution based on cyclostationarity maximization and its application to fault identification［J］.Journal of Sound and Vibration，2018，432:569-601. [8]朱丹宸，张永祥，何伟，等.基于自适应CYCBD和互相关谱的滚动轴承复合故障诊断方法［J］.振动与冲击，2020，39(11):116-122.(Zhu Dan-chen，Zhang Yong-xiang，He Wei，et al.Compound faults diagnosis of rolling element bearing using adaptive CYCBD and cross-correlation spectrum［J］.Journal of Vibration and Shock，2020，39(11):116-122.) [9]Miao Y，Zhao M，Lin J，et al.Sparse maximum，harmonics-to-noise-ratio deconvolution for weak fault signature detection in bearings［J］.Measurement Science and Technology，2016，27(10):105004. [10]王东风，孟丽.粒子群优化算法的性能分析和参数选择［J］.自动化学报，2016，42(10):1552-1561.(Wang Dong-feng，Meng Li，Performance analysis and parameter selection of PSO algorithms［J］.Acta Automatica Sinica， 2016，42(10):1552-1561.) [11]赵晓涛，孙虎儿，姚巍.基于CYCBD和包络谱的滚动轴承微弱故障特征提取［J］.机械传动，2020，44(4):165-169.(Zhao Xiao-tao，Sun Hu-er，Yao Wei.Feature extraction of weak fault for rolling bearing based on CYCBD and envelope spectrum［J］.Journal of Mechanical Transmission，2020，44(4):165-169.) [12]Wang Z，Zhou J，Wang J，et al.A novel fault diagnosis method of gearbox based on maximum Kurtosis spectral entropy deconvolution［J］. IEEE Access，2019，7:29520-29532. [13]马辉，李鸿飞，俞昆，等.含局部故障的滚动轴承动力学建模及振动分析［J］.东北大学学报(自然科学版)，2020，41(3):343-348.(Ma Hui，Li Hong-fei，Yu Kun，et al.Dynamic modeling and vibration analysis of rolling bearings with local fault［J］.Journal of Northeastern University(Natural Science)，2020，41(3):343-348.)
