Frequency domain active vibration control of a flexible plate based on neural networks

被引：3
|
作者：
Liu J. [1 ]
Chen X. [1 ]
He Z. [1 ]
机构：
[1] Key State Laboratory of Manufacturing System Engineering, Xi'an Jiaotong University, Xi'an
来源：
Frontiers of Mechanical Engineering | 2013年 / 8卷 / 2期
基金：
中国国家自然科学基金;
关键词：
active vibration control (AVC); frequency domain control; low frequency noise; multi-frequency control; neural network (NN);
D O I：
10.1007/s11465-013-0252-z
中图分类号：
学科分类号：
摘要：
A neural-network (NN)-based active control system was proposed to reduce the low frequency noise radiation of the simply supported flexible plate. Feedback control system was built, in which neural network controller (NNC) and neural network identifier (NNI) were applied. Multi-frequency control in frequency domain was achieved by simulation through the NN-based control systems. A pre-testing experiment of the control system on a real simply supported plate was conducted. The NN-based control algorithm was shown to perform effectively. These works lay a solid foundation for the active vibration control of mechanical structures. © 2013 Higher Education Press and Springer-Verlag Berlin Heidelberg.
引用
收藏
页码：109 / 117
页数：8
相关论文
共 50 条
  • [41] Vibration control of flexible spacecraft panel structures based on an active joint
    He, Quan
    Liu, Lantao
    Yang, Bintang
    [J]. Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2016, 50 (12): : 1809 - 1815
  • [42] Active vibration control for flexible smart structure based on acceleration feedback
    Qiu, Zhicheng
    [J]. Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering, 2008, 44 (03): : 143 - 151
  • [43] ACTIVE VIBRATION CONTROL OF A COMPOSITE SANDWICH PLATE
    Ferrari, Giovanni
    Capriotti, Margherita
    Amabili, Marco
    Garziera, Rinaldo
    [J]. ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2014, VOL 4B, 2015,
  • [44] Active vibration control of a composite sandwich plate
    Zippo, Antonio
    Ferrari, Giovanni
    Amabili, Marco
    Barbieri, Marco
    Pellicano, Francesco
    [J]. COMPOSITE STRUCTURES, 2015, 128 : 100 - 114
  • [45] Identification for Active Vibration Control of Flexible Structure Based on Prony Algorithm
    Sheng, Xianjun
    Kong, Yuanli
    Zhang, Fengyun
    Yang, Rui
    [J]. SHOCK AND VIBRATION, 2016, 2016
  • [46] Adaptive neuron based PD active control for flexible structure vibration
    Du, HP
    Du, YW
    Shi, XZ
    [J]. INTEGRATING DYNAMICS, CONDITION MONITORING AND CONTROL FOR THE 21ST CENTURY - DYMAC 99, 1999, : 195 - 198
  • [47] Active vibration control of a smart sandwich plate
    Aksoy, Y. T.
    Sahin, M.
    [J]. INSIGHTS AND INNOVATIONS IN STRUCTURAL ENGINEERING, MECHANICS AND COMPUTATION, 2016, : 88 - 92
  • [48] Self-tuning active vibration control of a flexible beam using neural network
    Mughal, AM
    Iqbal, K
    Midturi, S
    [J]. International Conference on Computing, Communications and Control Technologies, Vol 4, Proceedings, 2004, : 194 - 199
  • [49] Experimental study on active vibration control of a single-link flexible manipulator using tools of fuzzy logic and neural networks
    Jnifene, A
    Andrews, W
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2005, 54 (03) : 1200 - 1208
  • [50] MODEL REDUCTION AND ACTIVE CONTROL FOR A FLEXIBLE PLATE
    Xie, Yong
    Zhao, Tong
    Cai, Guoping
    [J]. ACTA MECHANICA SOLIDA SINICA, 2011, 24 (05) : 467 - 476
12345