| Citation: | DAI Shaowu, CHEN Qiangqiang, NIE Zijian. Rolling bearing fault diagnosis based on smoothness priors approach and fuzzy entropy[J]. Journal of Aerospace Power, 2019, 34(10): 2218-2226. doi: 10.13224/j.cnki.jasp.2019.10.015 |
| [1] |
郑近德,姜战伟,代俊习,等.基于VMD的自适应复合多尺度模糊熵及其在滚动轴承故障诊断中的应用[J].航空动力学报,2017,32(7):1683-1689.ZHENG Jinde,JIANG Zhanwei,DAI Junxi,et al.VMD based adaptive composite multiscale fuzzy entropy and its application to fault diagnosis of rolling bearing[J].Journal of Aerospace Power,2017,32(7):1683-1689.(in Chinese)
|
| [2] |
陈果.含复杂滚动轴承建模的航空发动机整机振动耦合动力学模型[J].航空动力学报,2017,32(9):2193-2204.CHEN Guo.Whole aero-engine vibration coupling dynamics model including modeling of complex ball and roller bearings[J].Journal of Aerospace Power,2017,32(9):2193-2204.(in Chinese)
|
| [3] |
艾延廷,付琪,田晶,等.基于融合信息熵距的转子裂纹-碰摩耦合故障诊断方法[J].航空动力学报,2013,28(10):2161-2166.AI Yanting,FU Qi,TIAN Jing,et al.Diagnosis method for crack-rubbing coupled fault in rotor system based on integration of information entropy distance[J].Journal of Aerospace Power,2013,28(10):2161-2166.(in Chinese)
|
| [4] |
KAPPAGANTHU K,NATARAJ C.Nonlinear modeling and analysis of a rolling element bearing with a clearance[J].Communications in Nonlinear Science and Numerical Simulation,2011,16(10):4134-4145.
|
| [5] |
李晓娟,曲建岭,邹文栋,等.航空发动机状态参数的关联维数分析[J].计算机仿真,2013,30(9):56-59.LI Xiaojuan,QU Jianling,ZOU Wendong,et al.Analysis of correlation dimension on aeroengine condition parameters[J].Computer Simulation,2013,30(9):56-59.(inChinese)
|
| [6] |
李兵,张培林,任国全,等.形态学广义分形维数在发动机故障诊断中的应用[J].振动与冲击,2011,30(10):208-211.LI Bing,ZHANG Peilin,REN Guoquan,et al.Application of mathematical-morphology-based generalized fractal dimensions in engine fault diagnosis[J].Journal of Vibration and Shock,2011,30(10):208-211.(in Chinese)
|
| [7] |
PINCUS S M.Approximate entropy as a measure of system omplexity[J].Proceedings of the National Academy of Sciences of the United States of America,1991,88(6):2297-2301.
|
| [8] |
WANG F,ZHANG Y,ZHANG B,et al.Application of wavelet packet sample entropy in the forecast of rolling element bearing fault trend[C]//International Conference on Multimedia and Signal Processing (CMSP).Guilin,Guangxi:CMSP,2011:12-16.
|
| [9] |
CHEN W,WANG Z,XIE H,et al.Characterization of surface EMG signal based on fuzzy entropy[J].IEEE Transactions on Neural Systems and Rehabilitation Engineering,2007,15(2):266-272.
|
| [10] |
郑近德,代俊习,朱小龙,等.基于改进多尺度模糊熵的滚动轴承故障诊断方法[J].振动、测试与诊断,2018,38(5):929-934.ZHENG Jinde,DAI Junxi,ZHU Xiaolong,et al.A rolling bearing fault diagnosis approach based on improved multiscale fuzzy entropy[J].Journal of Vibration,Measurement and Diagnosis,2018,38(5):929-934.(in Chinese)
|
| [11] |
BANDT C.Permutation entropy and order patterns in long time series[M].New York:Springer International Publishing,2016.
|
| [12] |
YAN R,LIU Y,GAO R X.Permutation entropy:a nonlinear statistical measure for status characterization of rotary machines[J].Mechanical Systems and Signal Processing,2012,29(1):474-484.
|
| [13] |
MOORE K J,KURT M,ERITEN M,et al.Wavelet-bounded empirical mode decomposition for measured time series analysis[J].Nonlinear Dynamics,2018,93(3):1559-1577.
|
| [14] |
HUANG N E,ZHENG S,LONG S R,et al.The empirical mode decomposition and the hilbert spectrum for nonlinear and non-stationary time series analysis[J].Proceedings Mathematical Physical and Engineering Sciences,1998,454:903-995.
|
| [15] |
石志标,陈斐,曹丽华.基于排列熵与IFOA-RVM的汽轮机转子故障诊断[J].振动与冲击,2018,37(5):79-84.SHI Zhibiao,CHEN Fei,CAO Lihua.Fault diagnosis of steam turbine rotor based on permutation entropy and IFOA-RVM[J].Journal of Vibration and Shock,2018,37(5):79-84.(in Chinese)
|
| [16] |
丁闯,张兵志,冯辅周,等.局部均值分解和排列熵在行星齿轮箱故障诊断中的应用[J].振动与冲击,2017,36(17):55-60.DING Chuang,ZHANG Bingzhi,FENG Fuzhou,et al.Application of local mean decomposition and permutation entropy in fault diagnosis of planetary gearboxes[J].Journal of Vibration and Shock,2017,36(17):55-60.(in Chinese)
|
| [17] |
赵磊,夏均忠,李泽华,等.基于VMD样本熵和LS-SVM的滚动轴承故障诊断[J].军事交通学院学报,2017,19(4):43-47.ZHAO Lei,XIA Junzhong,LI Zehua,et al.Fault diagnosis of rolling bearing based on VMD sample entropy and LSSVM[J].Journal of Military Transportation University,2017,19(4):43-47.(in Chinese)
|
| [18] |
孙小棋,李昕,蔡二娟,等.改进模糊熵算法及其在孤独症儿童脑电分析中的应用[J].自动化学报,2018,44(9):1672-1678.SUN Xiaoqi,LI Xin,CAI Erjuan,et al.Improved fuzzy entropy and its application in autism[J].Acta Automatica Sinica,2018,44(9):1672-1678.(in Chinese)
|
| [19] |
郑近德,程军圣,杨宇.基于LCD和排列熵的滚动轴承故障诊断[J].振动、测试与诊断,2014,34(5):802-806.ZHENG Jinde,CHENG Junsheng,YANG Yu.A rolling bearing fault diagnosis method based on LCD and permutation entropy[J].Journal of Vibration,Measurement and Diagnosis,2014,34(5):802-806.(in Chinese)
|
| [20] |
黄海峰,易武,易庆林,等.滑坡位移分解预测中的平滑先验分析方法[J].水文地质工程地质,2014,41(5):95-100.HUANG Haifeng,YI Wu,YI Qinglin,et al.Smoothness priors pproach in displacement decomposition and prediction of landslides[J].Hydrogelogy and Engineering Geology,2014,41(5):95-100.(in Chinese)
|
| [21] |
郑近德,陈敏均,程军圣,等.多尺度模糊熵及其在滚动轴承故障诊断中的应用[J].振动工程学报,2014,27(1):145-151.ZHENG Jinde,CHEN Minjun,CHENG Junsheng,et al.Multiscale fuzzy entropy and its application in rolling bearing fault diagnosis[J].Journal of Vibration Engineering,2014,27(1):145-151.(in Chinese)
|
| [22] |
TONG S,KOLLER D.Support vector machine active learning with applications to text classification[J].Machine Learning Research,2002,2(1):999-1006
|
| [23] |
李艳军,张建,曹愈远,等.基于模糊信息粒化和优化SVM的航空发动机性能趋势预测[J].航空动力学报,2017,32(12):3022-3030.LI Yanjun,ZHANG Jian,CAO Yuyuan,et al.Forecasting of aero-engine performance trend based on fuzzy information granulation and optimized SVM[J].Journal of Aerospace Power,2017,32(12):3022-3030.(in Chinese)
|
| [24] |
SMITH W A,RANDALL R B.Rolling element bearing diagnostics using the case western reserve university data:a benchmark study[J].Mechanical Systems and Signal Processing,2015,64-65(3):100-131.
|