摘要
大型风电机组传动链转动惯量大,在随机风速作用下低频扭振风险高,而传统基于确定扭转速度控制目标的传动链扭振控制方法未考虑因测量设备引起的随机测量噪声对扭转速度的影响,可能导致控制性能下降。针对扭转速度测量不确定性,提出了大型风电机组传动链扭振自抗扰控制方法,设计了KF-ADRC扭振控制器,通过卡尔曼滤波动态估计传动链扭转速度,并以扭转速度为零作为ADRC控制目标,控制发电机电磁转矩,抑制传动链低频扭振。研究结果表明:当常规的扭振控制器输入信号存在随机测量噪声时,会显著降低其对传动链低频扭振的抑制性能,而KF-ADRC扭振控制器在输入信号存在测量噪声时可有效预估传动链扭转速度,较好地实现了传动链低频扭振抑制效果。
The drivetrain of high-power wind turbines has a large moment of inertia,resulting in a high risk of low-frequency torsional vibration when subjected to random wind speeds.The traditional torsional vibration control method for the drivetrain based on the determination of the torsional speed control target fails to consider the influence of the random measurement noise introduced by the measurement equipment on the torsional speed.This oversight can lead to a decrease in control performance.To address the uncertainty associated with torsion speed measurement,this paper proposed an active disturbance rejection control method for torsional vibration of large-scale wind turbine drivetrain.A KF-ADRC torsional vibration controller was designed which dynamically estimated the torsion speed of drivetrain using a Kalman filter. The ADRC control target was set as zero torsion speed to regulate the electromagnetic torque of the generator and suppress low-frequency torsional vibration in the drivetrain. The research results show that when the input signal of the conventional torsional vibration controller has random measurement noise, it will significantly reduce its performance. In contrast, the KF-ADRC torsional vibration controller can effectively predict the drivetrain’s torsional speed and achieve superior suppression of the low-frequency torsional vibration in the drivetrain.
作者
任坤涛
朱才朝
谭建军
宋朝省
王叶
REN Kuntao;ZHU Caichao;TAN Jianjun;SONG Caosheng;WANG Ye(State Key Laboratory for Mechanical Transmissions,Chongqing University,Chongqing 400044,P.R.China;CSIC(Chongqing)Haizhuang Windpower Equipment Co.,Chongqing 401122,P.R.China)
出处
《重庆大学学报》
CAS
CSCD
北大核心
2023年第9期1-12,共12页
Journal of Chongqing University
基金
重庆市自然科学基金资助项目(cstc2020jcyj-msxmX0710)
中央高校基本科研业务费(2020CDJ-LHSS-008、2021CDJCGJ008)资助。
关键词
风电机组
传动链
低频扭振
自抗扰控制
卡尔曼滤波
wind turbine
drivetrain
low-frequency torsional vibration
active disturbance rejection control
Kalman filter