Radial internal clearance analysis in ball bearings

被引:16
作者
Ambrozkiewicz, Bartlomiej [1 ,3 ]
Syta, Arkadiusz [2 ]
Meier, Nicolas [3 ]
Litak, Grzegorz [1 ]
Georgiadis, Anthimos [3 ]
机构
[1] Lublin Univ Technol, Dept Automat, Ul Nadbystrzycka 36, PL-20618 Lublin, Poland
[2] Lublin Univ Technol, Inst Technol Syst Informat, Ul Nadbystrzycka 36, PL-20618 Lublin, Poland
[3] Leuphana Univ, Inst Prod & Proc Innovat PPI, Univ Allee 1, D-21335 Luneburg, Germany
来源
EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY | 2021年 / 23卷 / 01期
关键词
ball bearings; radial internal clearance; statistical analysis; recurrences; fast fourier transform; continuous wavelet transform; ROLLING ELEMENT BEARINGS; RECURRENCE PLOTS; FAULT-DIAGNOSIS; RIPPING HEAD; TOOL;
D O I
10.17531/ein.2021.1.5
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Radial internal clearance (RIC) is one of the most important parameters influencing on rolling bearing exploitation in mechanical systems. Lifetime of rotary machines strongly depends on a condition of applied rolling elements, thus a study on applied clearance is very important in terms of maintenance and reliability. This paper proposes, a novel approach of studying RIC, based on a nonlinear dynamics method called recurrences. The results are confronted with standard analyses, i.e. statistical condition indicators, Fast Fourier Transform and Continuous Wavelet Transform. The application of the mentioned methods allowed us to find the optimal radial clearance for operating bearings. To ensure precise measurements of the clearance, an automated setup for RIC measurements is applied and next mounted in a plummer block and tested to finally measure vibration acceleration. The proposed methods are useful for a condition monitoring and lifetime prediction of bearings or bearing-based systems in which a proper value of radial clearance is crucial.
引用
收藏
页码:42 / 54
页数:13
相关论文
共 53 条
[1]   Vibration analysis of rotating machinery using time-frequency analysis and wavelet techniques [J].
Al-Badour, F. ;
Sunar, M. ;
Cheded, L. .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2011, 25 (06) :2083-2101
[2]   Recurrence-based diagnostics of rotary systems [J].
Ambrozkiewicz, B. ;
Meier, N. ;
Guo, Y. ;
Litak, G. ;
Georgiadis, A. .
IV INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN ENGINEERING SCIENCE (CMES'19), 2019, 710
[3]  
Bechhoefer E., 2013, PHM 2013 P ANN C PRO, V4, P581
[4]   A wavelet-based tool for studying non-periodicity [J].
Benitez, R. ;
Bolos, V. J. ;
Ramirez, M. E. .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2010, 60 (03) :634-641
[5]   A New Wavelet Tool to Quantify Non-Periodicity of Non-Stationary Economic Time Series [J].
Bolos, Vicente J. ;
Benitez, Rafael ;
Ferrer, Roman .
MATHEMATICS, 2020, 8 (05)
[6]   ANALYSIS, EVALUATION AND MONITORING OF THE CHARACTERISTIC FREQUENCIES OF PNEUMATIC DRIVE UNIT AND ITS BEARING THROUGH THEIR CORRESPONDING FREQUENCY SPECTRA AND SPECTRAL DENSITY [J].
Castilla-Gutierrez, Javier ;
Fortes, Juan Carlos ;
Pulido-Calvo, Inmaculada .
EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY, 2019, 21 (04) :585-591
[7]   EFFECT OF RADIAL INTERNAL CLEARANCE ON THE FATIGUE LIFE OF THE RADIAL CYLINDRICAL ROLLER BEARING [J].
Chudzik, Agnieszka ;
Warda, Bogdan .
EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY, 2019, 21 (02) :211-219
[8]   Particle Filter-Based Estimation of Instantaneous Frequency for the Diagnosis of Electrical Asymmetries in Induction Machines [J].
Climente-Alarcon, Vicente ;
Alfonso Antonino-Daviu, Jose ;
Haavisto, Ari ;
Arkkio, Antero .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2014, 63 (10) :2454-2463
[9]   An algorithm for the simulation of faulted bearings in non-stationary conditions [J].
D'Elia, Gianluca ;
Cocconcelli, Marco ;
Mucchi, Emiliano .
MECCANICA, 2018, 53 (4-5) :1147-1166
[10]  
Decker J, 2002, 2002211492 NASA TM