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
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