Squirrel-Cage Induction Generator System Using Wavelet Petri Fuzzy Neural Network Control for Wind Power Applications

被引：40
|
作者：
Tan, Kuang-Hsiung [1 ]
机构：
[1] Natl Def Univ, Chung Cheng Inst Technol, Dept Elect & Elect Engn, Taoyuan 335, Taiwan
来源：
IEEE TRANSACTIONS ON POWER ELECTRONICS | 2016年 / 31卷 / 07期
关键词：
Indirect field-oriented mechanism; squirrel-cage induction generator (SCIG); wavelet Petri fuzzy neural network (WPFNN); PREDICTIVE CONTROL; TRACKING CONTROL; PATH-TRACKING; IDENTIFICATION; SIMULATION; TURBINE; NETS;
D O I：
10.1109/TPEL.2015.2480407
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：
A wavelet Petri fuzzy neural network (WPFNN) controller is proposed to control squirrel-cage induction generator (SCIG) system with an ac/dc power converter and a dc/ac power inverter for grid-connected wind power applications. First, the ac/dc power converter and the dc/ac power inverter are developed to deliver the electric power generated by a three-phase SCIG to power grid. Moreover, the ac/dc power converter and the dc/ac power inverter are mainly designed to control the mechanical rotor speed, dc-link voltage, and reactive power output of the SCIG system, respectively. Furthermore, since the varying active power outputs of the dc/ac power inverter seriously affect the tracking control of the dc-link voltage, a novel intelligent WPFNN controller is proposed to replace the traditional proportional-integral controller for the tracking control of the dc-link voltage in this study. In addition, the network structure and the online learning algorithm of the proposed WPFNN are described in detail. Finally, some experimental results are provided to show the effectiveness of the intelligent controlled-SCIG system using the proposed WPFNN controller for grid-connected wind power applications.
引用
收藏
页码：5242 / 5254
页数：13
相关论文
共 50 条
  • [41] Fuzzy Controller Based DTC Scheme for Control of Cage Induction Generator used for Wind Power Applications
    Pati, Swagat
    Samantray, Swati
    Naik, Amiya Kumar
    2014 IEEE INTERNATIONAL CONFERENCE ON CIRCUIT, POWER AND COMPUTING TECHNOLOGIES (ICCPCT-2014), 2014, : 548 - 553
  • [42] Two-Pole Squirrel-Cage Induction Generator in Small Wind Energy Conversion Systems
    Pali, Bahadur Singh
    Vadhera, Shelly
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL POWER AND ENERGY SYSTEMS (ICEPES), 2016, : 432 - 437
  • [43] AN ELEVATOR SPEED-CONTROL SYSTEM USING SQUIRREL-CAGE INDUCTION-MOTORS
    RAJARAMAN, K
    NAGARAJA, SK
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1984, 31 (02) : 164 - 167
  • [44] Indirect vector control of a squirrel cage induction generator wind turbine
    Luis Dominguez-Garcia, Jose
    Gomis-Bellmunt, Oriol
    Trilla-Romero, Lluis
    Junyent-Ferre, Adria
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2012, 64 (02) : 102 - 114
  • [45] Determination of Number of Broken Rotor Bars in Squirrel-Cage Induction Motors Using Wavelet, PCA and Neural Networks
    Moallem, P.
    Dehkordi, B. Mirzaeian
    Boroujeni, S. M. Shirvani
    INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2009, 4 (02): : 242 - 248
  • [46] Fuzzy logic based control of wind turbine driven squirrel cage induction generator connected to grid
    Kumar, CH. Siva
    Sarma, A. V. R. S.
    Prasad, P. V. N.
    2006 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONIC, DRIVES AND ENERGY SYSTEMS, VOLS 1 AND 2, 2006, : 759 - +
  • [47] Sensor-less maximum power point tracking control for wind generation system with squirrel cage induction generator
    Senjyu, Tomonobu
    Ochi, Yasutaka
    Kikunaga, Yasuaki
    Tokudome, Motoki
    Yona, Atsushi
    Muhando, Endusa Billy
    Urasaki, Naomitsu
    Funabashi, Toshihisa
    RENEWABLE ENERGY, 2009, 34 (04) : 994 - 999
  • [48] Design of a back-to-back NPC converter interface for wind turbines with squirrel-cage induction generator
    Bueno, Emilio J.
    Cobreces, Santiago
    Rodriguez, Francisco J.
    Hernandez, Alvaro
    Espinosa, Felipe
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 2008, 23 (03) : 932 - 945
  • [49] Analysis of squirrel-cage induction generator start-up supported by reactive power compensator
    Gorski, Dominik Andrzej
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2020, 39 (02) : 265 - 278
  • [50] Variable Structure Model Reference Adaptive Control for Squirrel-Cage Induction Generator-Based Wind Energy Conversion Systems
    de Azevedo, Ismael A.
    Barros, Luciano S.
    Cunha, Caio D.
    2021 14TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRY APPLICATIONS (INDUSCON), 2021, : 947 - 954
12345