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
Link To Document :
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