Current Sensor Fault-Tolerant Control for Direct Torque Control of Induction Motor Drive Using Flux-Linkage Observer

被引:125
作者
Manohar, Murli [1 ]
Das, Sukanta [1 ]
机构
[1] Indian Sch Mines, Indian Inst Technol, Dhanbad 826004, Bihar, India
关键词
Current estimation; direct torque control (DTC); fault-tolerant control (FTC); flux-linkage observer; induction motor (IM) drive; NEURAL-NETWORK; AUTOMOTIVE APPLICATIONS; MACHINES; STRATEGY; TRACTION; SCHEME; SPEED;
D O I
10.1109/TII.2017.2714675
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 proposes a novel fault-tolerant control (FTC) scheme for direct torque control of induction motor (IM) drives against the line current sensor failures. Three major steps involved in the proposed FTC scheme are the detection of sensor fault, isolation of the same, and finally, the reconfiguration by proper estimation. Thirddifference operator employed in the motor line current is found suitable for the detection of the sensor fault, while flux-linkage observer-based current estimation scheme performs the task of estimation of line current post the occurrence of the fault. Furthermore, a decision-making logic circuitry isolates the faulty signal and simultaneously selects the appropriate estimated current signal to make the drive fault-tolerant. The proposed current sensor FTC scheme is simple and unique in nature. Moreover, it can be universally applied with any speed control schemes involving IM drive. The proposed scheme is simulated and extensively tested in MATLAB/ Simulink. The obtained simulation results are also verified using a dSPACE-1104-based IM drive laboratory prototype to show the effectiveness of the scheme.
引用
收藏
页码:2824 / 2833
页数:10
相关论文
共 35 条
[1]
Speed Sensorless and Sensor-Fault Tolerant Optimal PI Regulator for Networked DC Motor System With Unknown Time-Delay and Packet Dropout [J].
Ahmadi, Ali-Akbar ;
Salmasi, Farzad R. ;
Noori-Manzar, Mojtaba ;
Najafabadi, Tooraj Abbasian .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (02) :708-717
[2]
Scale Invariant Feature Extraction Algorithm for the Automatic Diagnosis of Rotor Asymmetries in Induction Motors [J].
Antonino-Daviu, Jose ;
Aviyente, Selin ;
Strangas, Elias G. ;
Riera-Guasp, Martin .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2013, 9 (01) :100-108
[3]
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
[4]
State Observer-Based Sensor Fault Detection and Isolation, and Fault Tolerant Control of a Single-Phase PWM Rectifier for Electric Railway Traction [J].
Ben Youssef, Ahlem ;
El Khil, Sejir Khojet ;
Slama-Belkhodja, Ilhem .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2013, 28 (12) :5842-5853
[5]
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
[6]
A NEURAL-NETWORK APPROACH TO INSTRUMENT FAULT-DETECTION AND ISOLATION [J].
BERNIERI, A ;
BETTA, G ;
PIETROSANTO, A ;
SANSONE, C .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1995, 44 (03) :747-750
[7]
Easy and Fast Sensor Fault Detection and Isolation Algorithm for Electrical Drives [J].
Berriri, Hanen ;
Naouar, Mohamed Wissem ;
Slama-Belkhodja, Ilhem .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2012, 27 (02) :490-499
[8]
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
[9]
Bose B.K., 2002, MODERN POWER ELECT A
[10]
Boukhnifer M, 2013, IEEE IND ELEC, P2851, DOI 10.1109/IECON.2013.6699583