Simple threshold method in fault diagnosis for voltage source inverter in a direct torque control induction motor drive

被引:0
|
作者
Kadri, Farid [1 ]
Hamida, Mohamed A. [1 ]
机构
[1] Department of Electronics and Telecommunications, LAGE Laboratory, Faculty of New Technologies of Information and Communication, University of Kasdi Merbah-Ouargla, Ouargla, Algeria
关键词
Electric inverters - Computer aided diagnosis - Variable speed drives - Electric drives - Torque control - Electric machine control - Fault detection - Failure analysis;
D O I
10.2174/1872212113666191002121902
中图分类号
学科分类号
摘要
Background: The need for a diagnosis today, becomes a necessity for variable speed AC drives in several industrial applications. An important research axis is oriented towards monitoring the state of the converter supplying the electric motor. Indeed, the voltage source inverter is likely to have switching faults. Therefore, an emergency stop of the motor drive must be done. Objective: After reviewing related patents and works, the objective of this paper is to identify the feasibility of fault detection and diagnosis in a three-phase inverter feeding an induction motor. Method: The proposed approach is a simple threshold fault classification method applied to fault diagnosis of a Direct Torque Control (DTC) induction motor drive using the stator Concordia mean current vector. With a fault occurrence, a localization domain consisting of seven patterns is con-structed. Results: Simulated results on 1.5-kW induction motor drive show the effectiveness of the proposed approach with a good classification performance. Conclusion: The classification performance of our simple diagnosis system is acceptable for one fault occurrence compared to other methods. Faulty switch detection and identification is completed within a few periods of current. Using intelligent technique should improve classification perfor-mances for multiple faults occurrence. © 2020 Bentham Science Publishers.
引用
收藏
页码:598 / 609
相关论文
共 50 条
  • [1] Neural Direct Torque Control for Induction Motor under Voltage Source Inverter Open Switch Fault
    Kadri, Farid
    Hamida, Mohamed A.
    [J]. RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2020, 13 (04) : 571 - 579
  • [2] A Direct Torque Control Scheme for Dual Inverter fed Induction Motor Drive with a Common DC Voltage Source
    Nirsha, K., I
    Rajeevan, P. P.
    [J]. IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2017, : 1674 - 1679
  • [3] Diagnosis and Fault Detection in Induction Motor drive Fed by PWM Voltage Source Inverter
    Soufi, Y.
    Bahi, T.
    Harkat, M. F.
    Rouaibia, R.
    [J]. JOURNAL OF ELECTRICAL SYSTEMS, 2010, 6 (02) : 1 - 9
  • [4] Neural Classification Method in Fault Detection and Diagnosis for Voltage Source Inverter in Variable Speed Drive with Induction Motor
    Kadri, Farid
    Drid, Said
    Djeffal, Faycal
    Chrifi-Alaoui, Larbi
    [J]. 2013 8TH INTERNATIONAL CONFERENCE AND EXHIBITION ON ECOLOGICAL VEHICLES AND RENEWABLE ENERGIES (EVER), 2013,
  • [5] A modified inverter topology for fault-tolerant direct torque control induction motor drive
    Gupta, Y. Bhaskar S. S.
    Rao, S. Srinivasa
    [J]. INTERNATIONAL JOURNAL OF ELECTRONICS, 2020, 107 (12) : 1985 - 2005
  • [6] Fault Analysis of Voltage Source Inverter fed Induction Motor Drive
    Ramana, D. Venkatar
    Baskar, S.
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH, 2016, : 572 - 578
  • [7] Fault diagnosis of voltage-fed inverter for induction motor drive
    Chrzan, PJ
    Szczesny, R
    [J]. ISIE'96 - PROCEEDINGS OF THE IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1 AND 2, 1996, : 1011 - 1016
  • [8] Speed sensorless direct torque control implementation in a current source inverter fed induction motor drive
    Nikolic, A
    Jeftenic, B
    [J]. PESC 04: 2004 IEEE 35TH ANNUAL POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-6, CONFERENCE PROCEEDINGS, 2004, : 2843 - 2848
  • [9] Decoupling control of an induction motor drive supplied by a voltage source inverter
    Botan, C.
    Horga, V.
    Albu, M.
    Ratoi, M.
    [J]. ISSCS 2007: INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS, VOLS 1 AND 2, 2007, : 421 - +
  • [10] Induction Motor Drive Predictive Direct Torque Control Method
    Jiri, Lettl
    Pavel, Karlovsky
    [J]. 2015 25TH INTERNATIONAL CONFERENCE RADIOELEKTRONIKA (RADIOELEKTRONIKA), 2015, : 70 - 74