Load Reduction of Wind Turbines Using Receding Horizon Control

被引：0
|
作者：
Soltani, Mohsen [1 ]
Wisniewski, Rafael [1 ]
Brath, Per [2 ]
Boyd, Stephen [3 ]
机构：
[1] Aalborg Univ, Dept Elect Syst, DK-9220 Aalborg OE, Denmark
[2] Vestas Technol, R & D, DK-8200 Aarhus, Denmark
[3] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
来源：
2011 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA) | 2011年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Large scale wind turbines are lightly damped mechanical structures driven by wind that is constantly fluctuating. In this paper, we address the design of a model-based receding horizon control scheme to reduce the structural loads in the transmission system and the tower, as well as provide constant (or at least smooth) power generation. Our controller incorporates two optimization problems: one to predict or estimate mean wind speed, given LIDAR data, and the other to carry out receding horizon control to choose the control inputs. The method is verified against an existing wind turbine control system, and shows reductions in both extreme loads and power fluctuations by 80% and 90% respectively when compared to a conventional controller.
引用
收藏
页码：852 / 857
页数：6
相关论文
共 50 条
  • [1] Wind Turbines Pitch Controller using Constrained Fuzzy-Receding Horizon Control
    Abdelbaky, Mohamed Abdelkarim
    Liu, Xiangjie
    Kong, Xiaobing
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 236 - 241
  • [2] Health-aware fault-tolerant receding horizon control of wind turbines
    Jain, Tushar
    Yame, Joseph
    CONTROL ENGINEERING PRACTICE, 2020, 95
  • [3] Complexity reduction of receding horizon control
    Grieder, P
    Morari, M
    42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, 2003, : 3179 - 3184
  • [4] Multivariable Control Design for Load Reduction on Wind Turbines
    Mohsin, Kazi
    Odeh, Mohammad
    Ngo, Tri
    Das, Tuhin
    IFAC PAPERSONLINE, 2024, 58 (28): : 839 - 844
  • [5] Nonlinear Pitch Control Design for Load Reduction on Wind Turbines
    Xiao, Shuai
    Yang, Geng
    Geng, Hua
    2014 INTERNATIONAL POWER ELECTRONICS CONFERENCE (IPEC-HIROSHIMA 2014 - ECCE-ASIA), 2014, : 543 - 547
  • [6] Load reduction of wind turbines using trailing edge flaps
    Oltmann, Nils-Christan
    Sobotta, Dorit
    Hoffmann, Arndt
    4TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENT RESEARCH, ICEER 2017, 2017, 136 : 176 - 181
  • [7] Combined Individual Pitch and Flap Control for Load Reduction of Wind Turbines
    Dittmer, Antje
    Osterwinter, Bernhard
    Ossmann, Daniel
    SCIENCE OF MAKING TORQUE FROM WIND, TORQUE 2024, 2024, 2767
  • [8] Individual Pitch Control Design of Wind Turbines for Load Reduction Using Sliding Mode Method
    Xiao, Shuai
    Yang, Geng
    Geng, Hua
    2013 IEEE ECCE ASIA DOWNUNDER (ECCE ASIA), 2013, : 227 - 232
  • [9] Receding horizon control
    不详
    CONSTRAINED OPTIMAL CONTROL OF LINEAR AND HYBRID SYSTEMS, 2003, 290 : 75 - 101
  • [10] Receding Horizon Control of Wind Power to Provide Frequency Regulation
    Tielens, Pieter
    Van Hertem, Dirk
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2017, 32 (04) : 2663 - 2672
12345