Modeling and Minimization of Speed Ripple of a Faulty Induction Motor With Broken Rotor Bars

被引：12

作者：

Uddin, M. Nasir ^{[1
]}

Wang, Wilson ^{[2
]}

Huang, Zhi Rui ^{[1
]}

机构：

[1] Lakehead Univ, Dept Elect Engn, Thunder Bay, ON P7B 5E1, Canada

[2] Lakehead Univ, Dept Mech Engn, Thunder Bay, ON P7B 5E1, Canada

来源：

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS | 2010年 / 46卷 / 06期

关键词：

Fault-tolerant control; faulty induction motor; neuro-fuzzy controller; real-time implementation; speed ripple minimization; CONTROLLER; IMPLEMENTATION; COMPENSATION;

D O I：

10.1109/TIA.2010.2070476

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

This paper presents a technique of modeling and minimization of speed ripples of a vector-controlled faulty induction motor (IM) with broken rotor bars. First, the performance of the faulty IM is investigated in terms of speed ripples under the open-loop condition. Then, a new IM model is developed, incorporating the speed ripples. Consequently, a new neuro-fuzzy controller (NFC) is proposed to tolerate the fault effect under an indirect field-oriented control scheme. The proposed NFC can compensate the motor rotation imperfections by minimizing the supply frequency-related speed ripples instead of directly working on the low-frequency speed ripples exhibited by a faulty IM. A novel self-tuning algorithm is proposed to adjust the weight of the developed NFC, and its training convergence is investigated by simulation. The effectiveness of the developed NFC is verified by both simulation and experimental tests.

引用

页码：2243 / 2250

页数：8

共 50 条

[1] Modeling and Minimization of Speed Ripple of a Faulty Induction Motor with Broken Rotor Bars
Uddin, M. Nasir
Wang, W.
Huang, Z. R.
[J]. 2008 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING, VOLS 1-5, 2008, : 1425 - +
[2] Diagnosis of induction motor rotor broken bars
Bacha, K
Gossa, M
Capolino, GA
[J]. 2004 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), VOLS. 1- 3, 2004, : 979 - 984
[3] Simulation of Broken Rotor Bars in an Induction Motor
Salon, S. J.
Burow, D. W.
Selvaggi, J.
Chari, M. V. K.
[J]. 2009 IEEE INTERNATIONAL ELECTRIC MACHINES & DRIVES CONFERENCE, VOLS 1-3, 2009, : 125 - 128
[4] Self-Tuned NFC Based Speed Ripple Minimization of a Faulty Induction Motor
Uddin, M. Nasir
Huang, Z. R.
[J]. PROCEEDINGS OF ICECE 2008, VOLS 1 AND 2, 2008, : 527 - 532
[5] Estimation of Parameters of Induction Motor with Broken Rotor Bars
Makuc, Danilo
Drobnic, Klemen
Ambrozic, Vanja
Miljavec, Damijan
Fiser, Rastko
Nemec, Mitja
[J]. 2011 7TH INTERNATIONAL CONFERENCE-WORKSHOP COMPATIBILITY AND POWER ELECTRONICS (CPE), 2011, : 246 - 251
[6] Modeling of squirrel cage induction motor a view to detecting broken rotor bars faults
Ouachtouk, Ilias
El Hani, Soumia
Guedira, Said
Sadiki, Lahbib
Dahi, Khalid
[J]. PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES (ICEIT 2015), 2015, : 347 - 352
[7] Fault diagnosis of rotor broken bars in induction motor system
Lu, Tianqi
Wu, Tong
Xiao, Xue
Lu, Sichen
Yang, Jiye
Li, Dongxue
Song, Zhuoran
[J]. Proceedings of the 2016 4th International Conference on Machinery, Materials and Information Technology Applications, 2016, 71 : 1064 - 1068
[8] Analysis of the Electromagnetic Field of an Induction Motor with Broken Rotor Bars
Romashykhina, Zhanna
Kalinov, Andrii
Qawaqzeh, Mohamed Z.
[J]. 2017 INTERNATIONAL CONFERENCE ON MODERN ELECTRICAL AND ENERGY SYSTEMS (MEES), 2017, : 112 - 115
[9] Characteristics Analysis of Induction Motor with Broken Rotor Bars at Steady State
Kawase, Yoshihiro
Yamaguchi, Tadashi
Uozumi, Hiroto
Kawano, Hiroshi
Watanabe, Masashi
Kusadome, Taizo
[J]. 2020 23RD INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2020, : 1190 - 1193
[10] Modeling and Simulation of Broken Rotor Bars in Squirrel Cage Induction Machines
Kral, C.
Haumer, A.
Grabner, C.
[J]. WORLD CONGRESS ON ENGINEERING 2009, VOLS I AND II, 2009, : 435 - 440

← 1 2 3 4 5 →