• DocumentCode
    2737896
  • Title

    Data-Driven Skill-Based PID Control of a Pilot-Scale Helicopter Model

  • Author

    Sakaguchi, Akihiro ; Mori, Shinnosuke ; Yamamoto, Toru

  • Author_Institution
    Sasebo Nat. Coll. of Technol., Nagasaki
  • fYear
    2007
  • fDate
    5-7 Sept. 2007
  • Firstpage
    315
  • Lastpage
    315
  • Abstract
    Lots of works for representing human skills which are cultivated in long experiences have been reported. The technique for representing human skills plays an important role in various industries, for example, manufacturing systems, production systems and process systems. In this paper, a skill-based PID controller is newly proposed, which extracts skills of human experts as PID gains. This controller is designed by using a data-driven (DD)control approach. The DD approach is based on the local modeling, and attracted attention as a useful tool to express the nonlinear model. The effectiveness of the proposed skill-based PID control scheme is experimentally investigated by employing for a helicopter control model.
  • Keywords
    aircraft control; control system synthesis; helicopters; nonlinear control systems; three-term control; PID control; controller design; data-driven control; data-driven skill; human skill representation; local modeling; nonlinear model; pilot-scale helicopter model; Control systems; Databases; Design methodology; Educational institutions; Helicopters; Humans; Learning systems; Manufacturing industries; Neural networks; Three-term control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
  • Conference_Location
    Kumamoto
  • Print_ISBN
    0-7695-2882-1
  • Type

    conf

  • DOI
    10.1109/ICICIC.2007.235
  • Filename
    4427960