Improvement of the induction motor sensorless control based on the type-2 fuzzy logic

被引:4
|
作者
Benlaloui, Idriss [1 ,2 ]
Chrifi-Alaoui, Larbi [3 ]
Ouriagli, Mohammed [4 ]
Khemis, Abderrahmane [2 ,5 ]
Khamari, Dalila [2 ]
Drid, Said [2 ]
机构
[1] Univ 8 Mai 1945, Guelma, Algeria
[2] Univ Batna2, Elect Engn Dept, LSPIE Lab, Fesdis, Algeria
[3] Univ Picardie Jules Verne, LTI, EA 3899, 13 Av F Mitterrand, F-02880 Cuffies, France
[4] Univ Sidi Mohamed Benabdellah, Lab Engn Sci LSI, Fes, Morocco
[5] Univ Khenchela, Ei Hamma, Algeria
关键词
Induction machines (IM); Model Reference Adaptive System (MRAS); Field-oriented control; Lyapunov Theory; Type-2 Fuzzy Logic Controller (T2FLC); FLUX ESTIMATION; VECTOR CONTROL; MRAS; TORQUE; RESISTANCE; ESTIMATOR;
D O I
10.1007/s00202-020-01178-1
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
This paper presents MRAS speed sensorless control of induction motor using type-2 fuzzy logic controller (T2FLC). These controllers replace the PI ones, in the new MRAS strategy proposed in Benlaloui et al. (IEEE Trans Energy Convers 30(2):588-595, 2015), in order to improve the induction motor performances and robustness at low speed region. Indeed, the choice of these controllers is made because of their adaptation-based schemes which permit to handle nonlinear uncertain systems without the need of precise mathematical model required when using PI controllers. Comparative study had shown a better rejection of disturbance and high insensitivity to stator resistance compared to the PI and the T1FLC controllers. The effectiveness of the proposed speed-based T2FLC estimation method and its good robustness are validated by simulation and by experimental results.
引用
收藏
页码:1473 / 1482
页数:10
相关论文
共 50 条
  • [1] Improvement of the induction motor sensorless control based on the type-2 fuzzy logic
    Idriss Benlaloui
    Larbi Chrifi-Alaoui
    Mohammed Ouriagli
    Abderrahmane Khemis
    Dalila Khamari
    Said Drid
    [J]. Electrical Engineering, 2021, 103 : 1473 - 1482
  • [2] The Type-2 Fuzzy Logic Control of the Induction Motor
    Rafa, Souad
    Essounbouli, Najib
    Hamzaoui, Abdelaziz
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2014 (ICNAAM-2014), 2015, 1648
  • [3] Fuzzy logic based sensorless vector control of Induction motor
    Bindu, V
    Unnikrishnan, A.
    Gopikakumari, R.
    [J]. 2012 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2012, : 514 - 518
  • [4] Type-2 fuzzy logic control based MRAS speed estimator for speed sensorless direct torque and flux control of an induction motor drive
    Ramesh, Tejavathu
    Panda, Anup Kumar
    Kumar, S. Shiva
    [J]. ISA TRANSACTIONS, 2015, 57 : 262 - 275
  • [5] A Novel Type-2 Fuzzy Logic Control of Induction Motor Drive Using Scalar Control
    Naik, N. Venkataramana
    Singh, S. P.
    [J]. 2012 IEEE 5TH INDIA INTERNATIONAL CONFERENCE ON POWER ELECTRONICS (IICPE 2012), 2012,
  • [6] ADAPTIVE TYPE-2 FUZZY CONTROL FOR INDUCTION MOTOR
    Chafaa, Kheireddine
    Laamari, Yahia
    Barkati, Said
    Chaouch, Souad
    [J]. 2008 5TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS AND DEVICES, VOLS 1 AND 2, 2008, : 500 - +
  • [7] PERFORMANCE IMPROVEMENT OF SENSORLESS INDUCTION MOTOR DRIVE WITH FUZZY LOGIC CONTROLLER
    Maheswari, N. V. Uma
    Shanthi, L. Jessi Sahaya
    [J]. PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS), 2018, : 591 - 596
  • [8] Sensorless Control of a Synchronous Motor Based on Fuzzy Logic
    Khizhnyakov Y.N.
    Yuzhakov A.A.
    Storozhev S.A.
    Nikulin V.S.
    [J]. Russian Electrical Engineering, 2023, 94 (11) : 814 - 819
  • [9] A fuzzy logic direct torque control for induction motor sensorless drive
    Sheidaei, F.
    Sedighizadeh, M.
    Mohseni-Zonoozi, S. H.
    Alinejad-Beromi, Y.
    [J]. 2007 42ND INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, VOLS 1-3, 2007, : 197 - 202
  • [10] Improvement performance of sensorless direct field oriented control induction motor drive with fuzzy logic controllers
    Bennassar, Abderrahim
    Abbou, Ahmed
    Akherraz, Mohamed
    Barara, Mohamed
    Essalmi, Adil
    Zahraoui, Yassine
    [J]. 2014 INTERNATIONAL RENEWABLE AND SUSTAINABLE ENERGY CONFERENCE (IRSEC), 2014, : 487 - 492