Iterative Feedback Tuning of an LPV Feedforward Controller for Wind Turbine Load Alleviation

被引:5
作者
Navalkar, Sachin T. [1 ]
van Wingerden, Jan-Willem [1 ]
机构
[1] Delft Univ Technol, Delft Ctr Syst & Control, NL-2628 CD Delft, Netherlands
来源
IFAC PAPERSONLINE | 2015年 / 48卷 / 26期
关键词
LPV systems; Iterative Feedback Tuning; Data-driven control; Feedforward control; Wind turbines; Individual Pitch Control; Load alleviation; INDIVIDUAL PITCH CONTROL;
D O I
10.1016/j.ifacol.2015.11.138
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Modern wind turbines incorporate active control techniques such as Individual Pitch Control (IPC) to reduce lifetime dynamic loads. However, system identification and controller design are typically difficult for turbine load control on account of the LPV nature of the system and disturbance. This challenge is addressed by extending the data-based Iterative Feedback Tuning (IFT) technique to systems with LPV output matrices, controlled with a parameterised feedforward controller LPV in output matrices. In order to compensate for the parameter-varying nature of the plant, controller and disturbance, and to estimate the IFT cost gradients in an unbiased manner, an increased number of experiments is required. Such an LPV controller, tuned and tested in a high-fidelity simulation environment, is able to show enhanced load reductions as compared to an LTI controller. (C) 2015, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:207 / 212
页数:6
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