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Vibration control of weak coupling antenna structure in satellite by neural networks predictive method

  • Xiang Qiu Liu*
  • , Cong Wang
  • , Zhen Zhu Zou
  • *Corresponding author for this work
  • School of Astronautics, Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

In order to research the vibration control of weak coupling antenna structures in satellite, a dynamics model of this kind of structure is established through the finite element method, by which the dynamic characteristics of the disordered and perfect structures are investigated respectively. Active vibration control of the structure is studied by applying neural networks predictive (NNP) control method and linear quadratic regulator (LQR) control method respectively. Simulation results show that little disorder of the weak coupling antenna structure can induce remarkable mode localization of vibration. The vibration control effects of NNP method are superior to those of LQR method, and NNP method has good performance on the occurrence of model mismatch induced by the structure disorder. The disorder must be considered seriously in active vibration control of weak coupling antenna structures.

Original languageEnglish
Pages (from-to)373-377
Number of pages5
JournalHarbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology
Volume42
Issue number3
StatePublished - Mar 2010
Externally publishedYes

Keywords

  • Disordered
  • Dynamic characteristics
  • Finite element model
  • Mode localization
  • Neural networks predictive control
  • Weak coupling antenna structures

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