Fuzzy Adaptive PID Control of Pitch System in Variable Speed Wind Turbines

被引:0
|
作者
Lakshmi, K. Vijaya [1 ]
Srinivas, P. [1 ]
机构
[1] VR Siddhartha Engn Coll, Dept Elect & Instrumentat Engn, Vijayawada, India
关键词
wind turbine; pitch control; modeling; fuzzy logic control(FLC); adaptive FLC;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Wind turbine system is a complex nonlinear system involving some random disturbances. The pitch control system is one of the most widely used control techniques to regulate the output power of a wind turbine. The mathematical model of the system should be well known to control the pitch angle using conventional PID controller. To cope with the nonlinear characteristics of wind turbine, a new control strategy for variable speed pitch regulated wind turbine is proposed. In this paper, we developed a mathematical model for pitch control system and proposed a fuzzy adaptive PID controller to deal with the control of pitch system with disturbances and uncertain factors. Here, the auto tuning of proportional, integral and derivative constants are performed using fuzzy controller for optimum response. A comparision with proposed strategies and conventional PID controllers is performed. The simulation results show that the adaptive FLC can achieve better control performances than conventional pitch angle control strategies.
引用
收藏
页码:52 / 57
页数:6
相关论文
共 50 条
  • [1] Adaptive pitch control of variable-speed wind turbines
    Johnson, Kathryn E.
    Fingersh, Lee Jay
    [J]. JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME, 2008, 130 (03):
  • [2] Pitch Control of Variable Speed Wind Turbines Based on Adaptive Fuzzy Sliding Mode Controller
    Xu, Lingfeng
    Yang, Xiyun
    Liu, Xinran
    Xu, Daping
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 2970 - 2975
  • [3] Fuzzy Self-adaptive PID Control of the Variable Speed Constant Frequency Variable-pitch Wind Turbine System
    Yu Hui-qun
    Gao Yang
    Zhang Hao
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEM SCIENCE AND ENGINEERING (ICSSE), 2014, : 124 - 127
  • [4] Adaptive Fuzzy Logic Control to Enhance Pitch Angle Controller for Variable-Speed Wind Turbines
    Tan Luong Van
    Ngoc Khoa Dang
    Xuan Nam Doan
    Trung Hieu Truong
    Ho Nhut Minh
    [J]. PROCEEDINGS OF 2018 10TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SYSTEMS ENGINEERING (KSE), 2018, : 225 - 229
  • [5] Pitch angle control for variable speed wind turbines
    Zhang, Jianzhong
    Cheng, Ming
    Chen, Zhe
    Fu, Xiaofan
    [J]. 2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6, 2008, : 2691 - 2696
  • [6] Hybrid PID-Fuzzy Pitch Control for Wind Turbines
    Alarcon O, Felipe
    Velasquez B, Ivan
    Hunter A, Renato
    Pavez L, Boris
    Moncada G, Roberto
    [J]. 2017 CHILEAN CONFERENCE ON ELECTRICAL, ELECTRONICS ENGINEERING, INFORMATION AND COMMUNICATION TECHNOLOGIES (CHILECON), 2017,
  • [7] Adaptive control of variable-speed variable-pitch wind turbines for power regulation
    Coronado, Astolfo
    Gamez, Manuel
    Penaloza, Ollin
    [J]. 2017 IEEE 6TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2017, : 479 - 483
  • [8] Adaptive Variable Speed Control of Wind Turbines
    Wang, W. N.
    Li, R. M.
    Song, Y. D.
    Hu, Y. S.
    Zhang, X. K.
    [J]. ADVANCED MATERIALS AND PROCESSES, PTS 1-3, 2011, 311-313 : 2393 - +
  • [9] Adaptive Continuous Neural Pitch Angle Control for Variable-Speed Wind Turbines
    Jiao, Xuguo
    Meng, Wenchao
    Yang, Qinmin
    Fu, Lingkun
    Chen, Qi
    [J]. ASIAN JOURNAL OF CONTROL, 2019, 21 (04) : 1966 - 1979
  • [10] Power control strategies of variable speed and variable pitch wind turbines
    Ren, Haijun
    He, Yulin
    Du, Jing
    Huang, Shuai
    Su, Dongxu
    Li, Jun
    [J]. Dianwang Jishu/Power System Technology, 2011, 35 (08): : 59 - 63