• DocumentCode
    3275768
  • Title

    Simplified modeling approach to system identification of nonlinear boat dynamics

  • Author

    Hann, C.E. ; Sirisena, H. ; Wongvanich, N.

  • Author_Institution
    Dept. of Mech. Eng., Univ. of Canterbury, Christchurch, New Zealand
  • fYear
    2010
  • fDate
    June 30 2010-July 2 2010
  • Firstpage
    5218
  • Lastpage
    5223
  • Abstract
    This paper develops a general methodology for identifying non-linear boat dynamics with respect to varying a boat´s jet thrust angle and RPM inputs. Parameter identification is formulated in terms of integrals, which enables a set of linear equations in the parameters to be set up. This approach then allows for creation of a simplified and more easily identified model to bootstrap a pure non-linear model with very little computational effort required. As proof of concept, the integral method is used to reproduce the dynamics of a non-linear boat model. Results demonstrate that the integral method is fast and accurate while a comparison against the NARMAX modeling shows a definite speed advantage.
  • Keywords
    boats; integral equations; jets; nonlinear equations; parameter estimation; vehicle dynamics; RPM inputs; boat jet thrust; integral method; linear equations; nonlinear boat dynamics; parameter identification; system identification; Boats; Differential equations; Evolutionary computation; Integral equations; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear equations; Surges; System identification; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2010
  • Conference_Location
    Baltimore, MD
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4244-7426-4
  • Type

    conf

  • DOI
    10.1109/ACC.2010.5530459
  • Filename
    5530459