Title :
Adaptive control of a DC motor with uncertain deadzone nonlinearity at the input
Author :
Ahmad, Nizar J. ; Ebraheem, Hameed K. ; Alnaser, Mahmud J. ; Alostath, Jasem M.
Author_Institution :
Fac. of Electron. Eng. Technol., PAAET, Alshuwaikh, Kuwait
Abstract :
This paper presents an adaptive control scheme for systems with uncertain deadzone nonlinearity at the input of a linear plant. A new model for deadzone inverse is developed and used in conjunction with any conventional controllers in order to reduce the effect of deadzone nonlinearity. The deadzone inverse model is notationally compact and is simpler to implement than existing schemes. Two cases are considered: The case where the deadzone spacing is known as well as the case of uncertain deadzone spacing. For the latter case, an adaptive update law is developed to estimate the deadzone spacing. The adaptive deadzone inverse controller is a breakaway from existing deadzone compensators which are implemented in discrete-time and can easily be combined with any of the advanced control methodologies. The stability of the closed-loop system is shown using Lyapunov arguments. Simulation results show that the control methodology greatly improves tracking performance over a PD type controller.
Keywords :
DC motors; Lyapunov methods; PD control; adaptive control; closed loop systems; discrete time systems; machine control; stability; tracking; uncertain systems; DC motor; Lyapunov arguments; PD type controller; adaptive control; adaptive deadzone inverse controller; adaptive update law; advanced control methodology; closed-loop system; conventional controllers; deadzone compensators; deadzone inverse model; deadzone spacing; discrete-time; linear plant; notationally compact; stability; tracking performance; uncertain deadzone nonlinearity; Adaptation models; Adaptive systems; Equations; Inverters; Lyapunov methods; Mathematical model; Trajectory;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968982