Speed sensorless fault-tolerant control of induction motor drives against current sensor fault

被引:13
作者
Gholipour, Azizollah [1 ]
Ghanbari, Mahmood [1 ]
Alibeiki, Esmaeil [1 ,2 ]
Jannati, Mohammad [1 ]
机构
[1] Islamic Azad Univ, Dept Elect Engn, Gorgan Branch, Gorgan, Golestan, Iran
[2] Islamic Azad Univ, Dept Elect Engn, Aliabad Katoul Branch, Aliabad Katoul, Iran
关键词
Current sensor fault; Extended Kalman filter; Fault-tolerant control; Speed sensorless; Three-phase induction motor; PERFORMANCE; DIAGNOSIS; STRATEGY; SCHEMES;
D O I
10.1007/s00202-020-01179-0
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Current sensors are needed in conventional field-oriented control (FOC) in 3-phase induction motor (3-PIM) drives. Nevertheless, these sensors are exposed to different faults which reduce the reliability of drive systems. To solve this problem, a current sensor fault-tolerant control (FTC) for 3-PIM drives without speed measurement is proposed in this paper. In the proposed scheme, a sensorless FOC strategy based on open-loop speed estimator is utilized for normal condition. A third-difference operator performs the task of fault detection and isolation (FDI). After FDI, a sensorless FOC strategy based on extended Kalman filter (EKF) is used for the faulty condition. In this paper, the EKF is used for stator currents and speed estimation during post-fault operation. Such scheme is appropriate for sensorless 3-PIM drives to increase safety and reliability of the system, in the case of current sensor fault. The proposed FTC scheme is experimented for a 1HP 3-PIM drive system through a DSP/TMS320F28335. The experimental results show that the proposed FTC system can accurately and effectively control the 3-PIM during both healthy and faulty conditions.
引用
收藏
页码:1493 / 1513
页数:21
相关论文
共 42 条
[1]   Speed-sensorless estimation for induction motors using extended Kalman filters [J].
Barut, Murat ;
Bogosyan, Seta ;
Gokasan, Metin .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2007, 54 (01) :272-280
[2]   Advanced fault-tolerant control of induction-motor drives for EV/HEV traction applications: From conventional to modern and intelligent control techniques [J].
Benbouzid, Mohamed El Hachemi ;
Diallo, Demba ;
Zeraoulia, Mounir .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2007, 56 (02) :519-528
[3]   Passive Actuators' Fault-Tolerant Control for Affine Nonlinear Systems [J].
Benosman, M. ;
Lum, K. -Y. .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2010, 18 (01) :152-163
[4]   Convergence analysis of back-EMF MRAS observers used in sensorless control of induction motor drives [J].
Bensiali, N. ;
Etien, E. ;
Benalia, N. .
MATHEMATICS AND COMPUTERS IN SIMULATION, 2015, 115 :12-23
[5]  
BERNIERI A, 1994, 10TH ANNIVERSARY, IMTC/94 - ADVANCED TECHNOLOGIES IN I & M, CONFERENCE PROCEEDINGS, VOLS 1-3 AND SUPPLEMENT, P139, DOI 10.1109/IMTC.1994.352104
[6]   An advanced neural-network-based instrument fault detection and isolation scheme [J].
Betta, G ;
Liguori, C ;
Pietrosanto, A .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1998, 47 (02) :507-512
[7]   Parameter sensitivity analysis of an improved open-loop speed estimate for induction motor drives [J].
Bolognani, Silverio ;
Peretti, Luca ;
Zigliotto, Mauro .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2008, 23 (04) :2127-2135
[8]  
Bose B.K., 2002, MODERN POWER ELECT A
[9]   Sensorless control of variable speed induction motor drive using RBF neural network [J].
Brandstetter, Pavel ;
Kuchar, Martin .
JOURNAL OF APPLIED LOGIC, 2017, 24 :97-108
[10]   Speed and Current Sensor Fault Detection and Isolation Technique for Induction Motor Drive Using Axes Transformation [J].
Chakraborty, Chandan ;
Verma, Vimlesh .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (03) :1943-1954