A New Model-Based Technique for the Diagnosis of Rotor Faults in RFOC Induction Motor Drives

被引:67
作者
Cruz, Sgio M. A. [1 ,2 ]
Stefani, Andrea [3 ]
Filippetti, Fiorenzo [3 ]
Cardoso, Antnio J. Marques [1 ,2 ]
机构
[1] Univ Coimbra, Dept Elect & Comp Engn, P-3030290 Coimbra, Portugal
[2] Inst Telecomunicac, P-3030290 Coimbra, Portugal
[3] Univ Bologna, Dept Elect Engn, I-40136 Bologna, Italy
关键词
Fault diagnosis; induction motor drives; monitoring;
D O I
10.1109/TIE.2008.2003365
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a new model-based diagnostic technique, which is the so-called virtual current technique (VCT), for the diagnosis of rotor faults in direct rotor field oriented controlled (DRFOC) induction motor drives. By measuring the oscillations at twice the slip frequency found in the rotor flux of the machine, and by conjugating this information with the knowledge of some motor parameters, as well as the parameters of the flux and current controllers, it is possible to generate a virtual magnetizing current which, after normalization, allows the detection and quantification of the extension of the fault. The proposed method allows one to overcome the major difficulties usually found in the diagnosis of rotor faults in closed-loop drives by providing information about the condition of the machine in a way that is independent of the working conditions of the drive such as the load level, reference speed, and bandwidth of the control loops. Although the VCT was primarily developed for traction drives used in railway applications, it can be incorporated in any DRFOC drive at almost no additional cost. Several simulation results, obtained with different types of DRFOC drives, as well as experimental results obtained in the laboratory, demonstrate the effectiveness of this new diagnostic approach.
引用
收藏
页码:4218 / 4228
页数:11
相关论文
共 42 条
[1]   Phase-sensitive detection of motor fault signatures in the presence of noise [J].
Akin, Bilal ;
Orguner, Urnut ;
Toliyat, Hamid A. ;
Rayner, Mark .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (06) :2539-2550
[2]   Validation of a new method for the diagnosis of rotor bar failures via wavelet transform in industrial induction machines [J].
Antonino-Daviu, Jose A. ;
Riera-Guasp, Martin ;
Folch, Jose Roger ;
Palomares, M. Pilar Molina .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2006, 42 (04) :990-996
[3]   Multiple discriminant analysis and neural-network-based monolith and partition fault-detection schemes for broken rotor bar in induction motors [J].
Ayhan, Bulent ;
Chow, Mo-Yuen ;
Song, Myung-Hyun .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2006, 53 (04) :1298-1308
[4]   Adaptive neural fuzzy inference system for the detection of inter-turn insulation and bearing wear faults in induction motor [J].
Ballal, Makarand S. ;
Khan, Zafar J. ;
Suryawanshi, Hiralal M. ;
Sonolikar, Ram L. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2007, 54 (01) :250-258
[5]   Different procedures for the diagnosis of rotor fault in closed loop induction motors drives [J].
Bellini, A. ;
Concari, C. ;
Franceschini, G. ;
Tassoni, C. .
IEEE IEMDC 2007: PROCEEDINGS OF THE INTERNATIONAL ELECTRIC MACHINES AND DRIVES CONFERENCE, VOLS 1 AND 2, 2007, :1427-+
[6]  
Bellini A, 2005, IEEE IND ELEC, P1461
[7]   Thorough understanding and experimental validation of current sideband components in induction machines rotor monitoring [J].
Bellini, A. ;
Concari, C. ;
Franceschini, G. ;
Lorenzani, E. ;
Tassoni, C. ;
Toscani, A. .
IECON 2006 - 32ND ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS, VOLS 1-11, 2006, :4957-+
[8]   Quantitative evaluation of induction motor broken bars by means of electrical signature analysis [J].
Bellini, A ;
Filippetti, F ;
Franceschini, G ;
Tassoni, C ;
Kliman, GB .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2001, 37 (05) :1248-1255
[9]   Closed-loop control impact on the diagnosis of induction motors faults [J].
Bellini, A ;
Filippetti, F ;
Franceschini, G ;
Tassoni, C .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2000, 36 (05) :1318-1329
[10]  
BELLINI A, 2003, P IEEE SDEMPED ATL G, P217