• DocumentCode
    736505
  • Title

    Optimal placement of FBG sensors for reconstruction of flexible plate structures using modal approach

  • Author

    Lu, Geng ; Xiaojin, Zhu ; Hesheng, Zhang ; Zhiyuan, Gao ; Kaining, Liu

  • Author_Institution
    School of Mechatronics Engineering and Automation, Shanghai University, Shanghai 200072
  • fYear
    2015
  • fDate
    28-30 July 2015
  • Firstpage
    4587
  • Lastpage
    4592
  • Abstract
    An optimization method based on mode approach and improved genetic algorithms is developed for optimal FBG sensors placement in health monitoring and reconstruction of flexible thin-plate structure. The optimization objective is to obtain a kind of placement of FBG sensors which has the best reconstruction effects. The structure is modeled using Finite Element methods and modal analysis is carried out to create a modal space which provides data for both shape-reconstruction and error-calculation. The optimization is performed by improved genetic algorithm that uses the mean square error of reconstruction for the comparison of different optimal solution candidates. FBG sensors were arranged on the structural surface and experiment with an optimized sensor placement were performed to verify the effectiveness of the method and the simulation results.
  • Keywords
    Bragg gratings; Finite element analysis; Genetic algorithms; Optimization; Sensors; Shape; Strain; FBG sensors; Modal approach; flexible plate structures; improved genetic algorithms; shape reconstruction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2015 34th Chinese
  • Conference_Location
    Hangzhou, China
  • Type

    conf

  • DOI
    10.1109/ChiCC.2015.7260349
  • Filename
    7260349