Adaptive feedback control method for active vibration isolation based on on-line frequencies estimation
-
摘要: 针对自适应前馈控制方法的缺点,提出一种周期性振动主动控制的自适应反馈控制方法.利用误差信号恢复振动干扰信号,采用级联陷波器估计信号中周期性分量的频率,并在估计频率处为控制器构造参考信号;控制器的参数则根据Lyapunov稳定性原理进行调整.仿真和主动隔振试验结果表明:频率估计方法在不同信噪比情况下均具有较好的估计精度;主动控制方法在振动频率处的隔振效果明显,隔振量可达16 dB以上,且控制器的参数收敛速度较快.
-
关键词:
- 主动隔振 /
- 自适应反馈控制 /
- 频率估计 /
- Lyapunov稳定性
Abstract: As the adaptive feedforward control method used for active control of periodic vibration has many shortcomings, an adaptive feedback control method was proposed based on on-line frequency estimation. The vibration disturbance was recovered with the error signal, and the frequencies of periodic components in disturbance were estimated using cascaded adaptive notch filters, whose parameters were adjusted with recursive least mean algorithm(RLS). Reference signals were produced at the estimated frequencies as controller inputs, and controller weights were adjusted based on Lyapunov stability theory. Simulation and experimental results show the frequency estimation method has good estimation accuracy, the adaptive feedback control method can gain over 16 dB vibration isolation at the vibration frequency, and the controller parameters adjustment is fast. -
[1] Widrow B, Shur D, Shaffer S. On adaptive inverse control . Proceedings of 15th Asilomar Conference . Sata Clara, CA, 1981.185~189 [2] Burgess J C. Active adaptive sound control in a duct:a computer simulation[J]. Journal of Acoustical Society of America, 1981,70(5):715~726 [3] Haykin S. Adaptive filter theory(fourth editon)[M]. Beijing:Pubishing House of Electronics Industry, 2002 [4] 高 鹰, 谢胜利. 一种变步长LMS自适应滤波算法及分析[J]. 电子学报, 2001, 29,(8):1~4 Gao Ying, Xie Shengli. A variable step size LMS adaptive filtering algorithm and its analysis[J]. Acta Electronic Sinica, 2001, 29,(8):1~4(in Chinese) [5] Kosaka T, Elliott S J, Bouder C C. A novel frequency domain filtered-x LMS algorithm for active noise reduction . IEEE International Conference on Acoustics, Speech, and Signal Processing . Munich, Germany, 1997, 1:403~406 [6] Yeung T K, Yau S F. A feedback ANC system using adaptive lattice filters . IEEE International Symposium on Circuits and Systems . Monterey, CA,1998,5:186~189 [7] 冯晋利, 武 洁, 王绍卿. 快速高分辨频率估计算法[J]. 现代引信,1998,(1):53~57 Feng Jinli, Wu Jie, Wang Shaoqing. Fast high resolution frequency estimation . Modern Fuse, 1998,(1):53~57(in Chinese) [8] Kim I S, Na H S, Kin K J. Constraint filtered-x and filtered-u least-mean-square algorithms for the active noise control in ducts[J]. Journal of the Acoustical Society of America, 1994, 95(3):379~389
点击查看大图
计量
- 文章访问数: 3145
- HTML全文浏览量: 202
- PDF下载量: 2354
- 被引次数: 0