Open AccessSystem Identification and Adaptive Tracking Control for a 3-DOF LCD Glass-handling Robot
Author(s) -
RongFong Fung,
Suya You
Publication year - 2011
Publication title -
international journal of automation and smart technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.148
H-Index - 10
ISSN - 2223-9766
DOI - 10.5875/ausmt.v1i1.56
Subject(s) - control theory (sociology) , matlab , mechatronics , displacement (psychology) , lyapunov function , tracking (education) , control engineering , computer science , software , system identification , robot , nonlinear system , engineering , artificial intelligence , control (management) , physics , psychology , quantum mechanics , pedagogy , database , psychotherapist , programming language , operating system , measure (data warehouse)
[[abstract]]In this paper, a physical model of a 3 Degree-Of-Freedom (DOF) LCD glass-handling robot driven by three Permanent Magnet Synchronous Motors (PMSMs) is established. The completely mathematical model includes two parts: the electrical equations of the three PMSMs and mechanical equations of the system in three directions. In numerical simulations, MATLAB software was employed to solve the mathematical models, while Real-coded Genetic Algorithm (RGA) was used to identify the system parameters which include those not easily measured from experiments. Numerical simulations and experimental results were compared to show the identified parameters of the mechatronic system. In the adaptive control design, Lyapunov function was employed and the external loading and unknown disturbances were considered. Two different commands of angular-displacement curve of the trapezoidal and double S speed profiles were used as the tracking trajectories for comparison. It was concluded that the double S speed profile has smaller tracking errors than those of the trapezoidal speed profile