Bearing Fault Model for Induction Motor With Externally Induced Vibration

被引:147
作者
Immovilli, Fabio [1 ]
Bianchini, Claudio [1 ]
Cocconcelli, Marco [1 ]
Bellini, Alberto [1 ]
Rubini, Riccardo [1 ]
机构
[1] Univ Modena & Reggio Emilia, Dipartimento Sci & Metodi Ingn, I-42122 Reggio Emilia, Italy
关键词
Airgaps; ball bearings; condition monitoring; current measurement; fault diagnosis; frequency domain analysis; harmonic analysis; induction motors; modulation; vibration measurement; DIAGNOSIS; CLASSIFICATION; MACHINES; ENVELOPE;
D O I
10.1109/TIE.2012.2213566
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
This paper investigates the relationship between vibration and current in induction motors operated under external vibrations. Two approaches are usually available to define this relationship. The former is based on airgap variations, while the latter is based on torque perturbation. This paper is focused on the airgap variation model. The ball bearing fault is modeled by contact mechanics. External vibrations often occur in many industrial applications where externally induced vibrations of suitable amplitude cause cyclic radial loading on the machine shaft. The model is validated by experiments, owing to a dedicated test setup, where an external vibration source (shaker) was employed, together with ball bearing alterations in order to decrease the stiffness of the support along the radial direction. To maximize the effects of externally induced vibrations, the frequency chosen was near the flexural resonance of the rotor (determined by finite-element method analysis). The direction of the external vibration is radial with respect to the axis of the electric machine under test. During tests, both stator phase currents and vibration of the machine were sampled. The test setup allowed one to vary the machine speed and load, vibration amplitude, and bearing stiffness (damage level). Radial effects are usually visible only in the case of large failures that result in significant airgap variations, as confirmed by experiments.
引用
收藏
页码:3408 / 3418
页数:11
相关论文
共 33 条
[1]
Advances in Diagnostic Techniques for Induction Machines [J].
Bellini, Alberto ;
Filippetti, Fiorenzo ;
Tassoni, Carta ;
Capolino, Gerard-Andre .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (12) :4109-4126
[2]
Fault Detection of Linear Bearings in Brushless AC Linear Motors by Vibration Analysis [J].
Bianchini, Claudio ;
Immovilli, Fabio ;
Cocconcelli, Marco ;
Rubini, Riccardo ;
Bellini, Alberto .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (05) :1684-1694
[3]
On-line monitoring of mechanical faults in variable-speed induction motor drives using the Wigner Distribution [J].
Blodt, Martin ;
Bonacci, David ;
Regnier, Jeremi ;
Chabert, Marie ;
Faucher, Jean .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (02) :522-533
[4]
Mechanical load fault detection in induction motors by stator current time-frequency analysis [J].
Blodt, Martin ;
Chabert, Marie ;
Regnier, Jeremi ;
Faucher, Jean .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2006, 42 (06) :1454-1463
[5]
Models for bearing damage detection in induction motors using stator current monitoring [J].
Bloedt, Martin ;
Granjon, Pierre ;
Raison, Bertrand ;
Rostaing, Gilles .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (04) :1813-1822
[6]
Root cause AC motor failure analysis with a focus on shaft failures [J].
Bonnett, AH .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2000, 36 (05) :1435-1448
[7]
Performance-Oriented Electric Motors Diagnostics in Modern Energy Conversion Systems [J].
Choi, Seungdeog ;
Akin, Bilal ;
Rahimian, Mina M. ;
Toliyat, Hamid A. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (02) :1266-1277
[8]
Diagnosis of Three-Phase Electrical Machines Using Multidimensional Demodulation Techniques [J].
Choqueuse, Vincent ;
Benbouzid, Mohamed El Hachemi ;
Amirat, Yassine ;
Turri, Sylvie .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (04) :2014-2023
[9]
Curcuro G., 2009, Diagnostyka, V3, P17
[10]
Fault detection in induction machines using power spectral density in wavelet decomposition [J].
Cusido, Jordi ;
Romeral, Luis ;
Ortega, Juan A. ;
Rosero, Javier A. ;
Espinosa, Antonio Garcia .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (02) :633-643