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
  • [1] Wind turbine load shedding control based on multi MPC algorithm
    Tian D.
    Chen Z.
    Deng Y.
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2020, 36 (21): : 65 - 70
  • [2] Model and Predictive Control for a Wind Turbine
    Gilev, B.
    Slavchev, J.
    Penev, D.
    Yonchev, A.
    APPLICATIONS OF MATHEMATICS IN ENGINEERING AND ECONOMICS (AMEE'11): PROCEEDINGS OF THE 37TH INTERNATIONAL CONFERENCE, 2011, 1410
  • [3] Model predictive control-based load frequency control for power systems with wind-turbine generators
    Yang, Jianwei
    Sun, Xiaofei
    Liao, Kai
    He, Zhengyou
    Cai, Liangcheng
    IET RENEWABLE POWER GENERATION, 2019, 13 (15) : 2871 - 2879
  • [4] Dynamic safety control of offshore wind turbine based on model predictive control
    Xu, Qingqing
    Wu, Yuhang
    Zhang, Xuan
    Liu, Hao
    Zhang, Laibin
    Li, Yuntao
    OCEAN ENGINEERING, 2024, 299
  • [5] Repetitive model predictive control for load alleviation on a research wind turbine using trailing edge flaps
    Bartholomay, Sirko
    Krumbein, Sascha
    Deichmann, Victoria
    Gentsch, Maik
    Perez-Becker, Sebastian
    Soto-Valle, Rodrigo
    Holst, David
    Nayeri, Christian N.
    Paschereit, Christian O.
    Oberleithner, Kilian
    WIND ENERGY, 2022, 25 (07) : 1290 - 1308
  • [6] MODEL PREDICTIVE CONTROL OF DFIG-BASED WIND TURBINE
    Gatavi, Ehsan
    Shirdel, Amir H.
    7TH ANNUAL DYNAMIC SYSTEMS AND CONTROL CONFERENCE, 2014, VOL 3, 2014,
  • [7] Wind Turbine Structural Load Reduction by Linear Single Model Predictive Control
    Barcena, Rafael
    Acosta, Tatiana
    Etxebarria, Ainhoa
    Kortabarria, Inigo
    IEEE ACCESS, 2020, 8 : 98395 - 98409
  • [8] Robust Model Predictive Control of a Wind Turbine
    Mirzaei, Mahmood
    Poulsen, Niels Kjolstad
    Niemann, Hans Henrik
    2012 AMERICAN CONTROL CONFERENCE (ACC), 2012, : 4393 - 4398
  • [9] Economic Model Predictive Control for Wind Turbine
    Liu, Xiangjie
    Wu, Qian
    Kong, Xiaobing
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 2919 - 2923
  • [10] Research on Predictive Control and Fault Diagnosis of Wind turbine Based on MLD
    Shi Yuntao
    Hou Yanjiao
    Qiao Shujuan
    Liu Weichuan
    Li Zhijun
    Sun Dehui
    Wen Chunxue
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 6166 - 6173