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