Research on the wind turbine load shedding control based on Model Predictive Control algorithm

被引:0
|
作者
Chen, Zhonglei [1 ]
Tian, De [1 ]
Zhang, Yuwei [1 ]
Deng, Ying [1 ]
机构
[1] North China Elect Power Univ, Sch Renewable Energy, Beijing 102206, Peoples R China
关键词
Wind turbine; Model Predictive Control(MPC); Load Alleviation;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
With the increasing capacity of wind turbines, the key parts of wind turbine bear the increasing load, and the structural reliability have become increasingly demanding, thus, Requirements of wind turbine control system control algorithm, can not only realize power optimization control, also can achieve down load control. Based on the theory of model prediction, design a nonlinear, variable parameter, wind turbines model predictive controller for transmission chain load slow target, designed the Matlab and TUV GL bladed joint simulation model predictive controller. Case study adopted 2 MW doubly-fed wind power unit model parameter, design variable pitch model predictive controller respectively MPC and MMPC composite model predictive controller, and simulation comparison and application of a wide range of PI control, it is shown the results that the model predictive control to reduce the wind turbine speed fluctuation amplitude, leading to smaller gear dynamic torque ripple; With the soft logic composite model predictive control algorithm, action frequency of variable pitch control is decreased.
引用
收藏
页码:776 / 782
页数:7
相关论文
共 50 条
  • [41] Application of an adaptive model predictive control algorithm on the Pelton turbine governor control
    Beus, Mateo
    Pandzic, Hrvoje
    IET RENEWABLE POWER GENERATION, 2020, 14 (10) : 1720 - 1727
  • [42] Research on suspension control strategy based on finite control set model predictive control with state feedback control-PID for maglev yaw system of wind turbine
    Wang, Nannan
    Cai, Bin
    Chu, Xiaoguang
    Su, Baili
    IET ELECTRIC POWER APPLICATIONS, 2021, 15 (02) : 255 - 270
  • [43] Research on a Fast Algorithm of Model Predictive Control
    Pan Hao
    Yuan Ming-zhe
    2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 3892 - 3897
  • [44] On Wind Turbine Model Predictive Pitch Control: An Event-Based Simulation Approach
    Viveiros, Carla
    Melicio, Rui
    Igreja, Jose Manuel
    Mendes, Victor M. F.
    CONTROLO'2014 - PROCEEDINGS OF THE 11TH PORTUGUESE CONFERENCE ON AUTOMATIC CONTROL, 2015, 321 : 91 - 100
  • [45] Gap metric-based model bank construction for wind turbine predictive control
    Li, Dewen
    Chen, Zhe
    Li, Ning
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2018, 39 (05): : 1610 - 1626
  • [46] Model Predictive Control of a Wind Turbine Based on Linear Parameter-Varying Models
    Morsi, Abdelrahman
    Abbas, Hossam S.
    Mohamed, Abdelfatah M.
    2015 IEEE CONFERENCE ON CONTROL AND APPLICATIONS (CCA 2015), 2015, : 318 - 323
  • [47] WIND TURBINE GUST CONTROL USING LIDAR-ASSISTED MODEL PREDICTIVE CONTROL
    Reddy, Yiza Srikanth
    Hur, Sung-ho
    PROCEEDINGS OF ASME 2023 5TH INTERNATIONAL OFFSHORE WIND TECHNICAL CONFERENCE, IOWTC2023, 2023,
  • [48] Rapid control prototyping of model predictive wind turbine control toward field testing
    Dickler, S.
    Kallen, T.
    Zierath, J.
    Abel, D.
    SCIENCE OF MAKING TORQUE FROM WIND (TORQUE 2020), PTS 1-5, 2020, 1618
  • [49] Real-time economic nonlinear model predictive control for wind turbine control
    Gros, Sebastien
    Schild, Axel
    INTERNATIONAL JOURNAL OF CONTROL, 2017, 90 (12) : 2799 - 2812
  • [50] Wind turbine control based on a modified model predictive control scheme for linear parameter-varying systems
    Morsi, Abdelrahman
    Abbas, Hossam S.
    Mohamed, Abdelfatah M.
    IET CONTROL THEORY AND APPLICATIONS, 2017, 11 (17): : 3056 - 3068