Pitch Angle Control in Wind Turbines Using a Robust MRAC and σ Correction

被引:0
|
作者
Kamarzarrin, Mehrnoosh [1 ]
Refan, Mohammad Hossein [2 ]
Dameshghi, Adel [3 ]
机构
[1] MAPNA Elect & Control Engn & Mfg CO MECO, Wind Turbine Proc, Alborz, Iran
[2] Shahid Rajaee Teacher Training Univ, Fac Elect Engn, Elect Dept, Tehran, Iran
[3] MAPNA Elect & Control Engn & Mfg CO MECO, Electrificat, Alborz, Iran
关键词
Wind Turbine; Pitch Angle Control; PID Controller; MRAC; RMRAC; ADAPTIVE-CONTROL;
D O I
10.1109/ICREDG61679.2024.10607826
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Wind energy is one of the most important renewable energy sources. In modern wind turbines, two critical control levels exist, including pitch angle control and power converter control. Pitch angle control plays a significant role in determining the power output of the wind turbine, as well as maintaining the health of the blades and the overall structure of the turbine. Disturbances in variable-speed turbines can lead to inefficiencies in classical control methods. This paper utilizes a Model Reference Adaptive Control (MRAC) approach, but its performance becomes unstable under certain operating conditions. To enhance the robustness of MRAC, sigma correction is employed as Robust Model Reference Adaptive Control (RMRAC). The proof stability of proposed strategy is done in this paper. The methods used in this study are evaluated based on real data from a 2.5 MW MAPNA wind turbine. The results of the designed controller based on adaptive reference model control demonstrate improved performance compared to classical control and adaptive reference model control alone, showcasing better adaptability to changes and resistance to disturbances. Pitch angle control in wind turbines using robust adaptive reference model control achieves desired power and rotational speed with minimal changes.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Adaptive Continuous Neural Pitch Angle Control for Variable-Speed Wind Turbines
    Jiao, Xuguo
    Meng, Wenchao
    Yang, Qinmin
    Fu, Lingkun
    Chen, Qi
    ASIAN JOURNAL OF CONTROL, 2019, 21 (04) : 1966 - 1979
  • [22] Collective Pitch Control of Wind Turbines using Stochastic Disturbance Accommodating Control
    Girsang, Irving P.
    Dhupia, Jaspreet S.
    WIND ENGINEERING, 2013, 37 (05) : 517 - 533
  • [23] A Review of Individual Pitch Control for Wind Turbines
    Jiang, Zhihon
    Chen, Zhe
    Liu, Wenzhou
    Liu, Yang
    Wang, Xiuyan
    PROCEEDINGS OF THE 2016 IEEE 11TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2016, : 399 - 404
  • [24] Load Reducing Pitch Control for Wind Turbines
    Geyler, Martin
    Caselitz, Peter
    AT-AUTOMATISIERUNGSTECHNIK, 2008, 56 (12) : 627 - 635
  • [25] Robust Economic Model Predictive Control for Variable Speed Variable Pitch Wind Turbines
    Wang, MingYu
    Liu, XiangJie
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 3618 - 3622
  • [26] Multivariable robust blade pitch control design to reject periodic loads on wind turbines
    Yuan, Yuan
    Chen, Xu
    Tang, J.
    RENEWABLE ENERGY, 2020, 146 : 329 - 341
  • [27] Integrated control strategy for the vibration mitigation of wind turbines based on pitch angle control and TMDI systems
    Tang, Jiawei
    Dai, Kaoshan
    Luo, Yuxiao
    Bezabeh, Matiyas A.
    Ding, Zhibin
    ENGINEERING STRUCTURES, 2024, 303
  • [28] Wind Turbine Pitch Angle Control Using Fuzzy Logic
    Macedo, A. V. A.
    Mota, W. S.
    2012 SIXTH IEEE/PES TRANSMISSION AND DISTRIBUTION: LATIN AMERICA CONFERENCE AND EXPOSITION (T&D-LA), 2012,
  • [29] Coordinated Rotor Speed and Pitch Angle Control of Wind Turbines for Accurate and Efficient Frequency Response
    Tu, Ganggang
    Li, Yanjun
    Xiang, Ji
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2022, 37 (05) : 3566 - 3576
  • [30] Stability analysis of pitch angle control of large wind turbines with fractional order PID controller
    Erol, Halil
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2021, 26