DocumentCode :
162197
Title :
Model identification and controller parameter optimization for an autopilot design for autonomous underwater vehicles
Author :
Taubert, Ralf ; Eichhorn, Marc ; Ament, Christoph ; Jacobi, Marco ; Karimanzira, Divas ; Pfuetzenreuter, Torsten
Author_Institution :
Inst. for Autom. & Syst. Eng. Ilmenau, Univ. of Technol., Ilmenau, Germany
fYear :
2014
fDate :
7-10 April 2014
Firstpage :
1
Lastpage :
9
Abstract :
Nowadays an accurate modeling of the system to be controlled is essential for reliable autopilot. This paper presents a non-linear model of the autonomous underwater vehicle “CWolf”. Matrices and the corresponding coefficients generate a parameterized representation for added mass, Coriolis and centripetal forces, damping, gravity and buoyancy, using the equations of motion, for all six degrees of freedom. The determination of actuator behaviour by surge tests allows the conversion of propeller revolutions to the respective forces and moments. Based on geometric approximations, the coefficients of the model can be specified by optimization algorithms in “open loop” sea trials. The realistic model is the basis for the subsequent design of the autopilot. The reference variables used in the four decoupled adaptive PID controllers for surge, heading, pitch and heave are provided a “Line of Sight” - guidance system. A constraint criteria optimization determines the required controller parameters. The verification by “closed loop” sea trials ensures the results.
Keywords :
actuators; adaptive control; approximation theory; autonomous underwater vehicles; closed loop systems; damping; geometry; matrix algebra; mobile robots; nonlinear control systems; open loop systems; optimisation; robot dynamics; three-term control; CWolf; actuator behaviour determination; added mass; autonomous underwater vehicles; autopilot design; buoyancy; centripetal forces; closed loop sea trials; constraint criteria optimization; controller parameter optimization; coriolis; damping; decoupled adaptive PID controllers; equations-of-motion; geometric approximations; gravity; heading; heave; line-of-sight guidance system; matrices; model identification; nonlinear model; open loop sea trials; pitch; surge; surge tests; Actuators; Damping; Mathematical model; Modeling; Optimization; Propellers; Vehicles; AUV; Autopilot; Controller Design; Decoupled Adaptive PID; Identification; Line of Sight; Modeling; Optimization; Water Quality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
OCEANS 2014 - TAIPEI
Conference_Location :
Taipei
Print_ISBN :
978-1-4799-3645-8
Type :
conf
DOI :
10.1109/OCEANS-TAIPEI.2014.6964475
Filename :
6964475
Link To Document :
بازگشت