Closed-Loop Identification and Control of Inland Vessels

Author(s):  
A. Padilla ◽  
R. Bittner ◽  
J. I. Yuz
2011 ◽  
Vol 403-408 ◽  
pp. 4649-4658 ◽  
Author(s):  
Pouya Ghalei ◽  
Alireza Fatehi ◽  
Mohamadreza Arvan

Input-Output data modeling using multi layer perceptron networks (MLP) for a laboratory helicopter is presented in this paper. The behavior of the two degree-of-freedom platform exemplifies a high order unstable, nonlinear system with significant cross-coupling between pitch and yaw directional motions. This paper develops a practical algorithm for identifying nonlinear autoregressive model with exogenous inputs (NARX) and nonlinear output error model (NOE) through closed loop identification. In order to collect input-output identifier pairs, a cascade state feedback (CSF) controller is introduced to stabilize the helicopter and after that the procedure of system identification is proposed. The estimated models can be utilized for nonlinear flight simulation and control and fault detection studies.


2001 ◽  
Vol 11 (5) ◽  
pp. 587-599 ◽  
Author(s):  
S. Lakshminarayanan ◽  
G. Emoto ◽  
S. Ebara ◽  
K. Tomida ◽  
Sirish L. Shah

2019 ◽  
Vol 11 (1) ◽  
pp. 10
Author(s):  
Rubens Eduardo Hauser Novicki ◽  
Emersom Martim ◽  
Ervin Kaminski Lenzi ◽  
Florindo Antônio de Carvalho Ayres Jr. ◽  
Thiago Dalgalo De Quadros ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document