Title :
Towards minimum variance and robustness controller for LTI system demonstrated on a permanent field DC-motor
Author :
Al Imam, Mahmood M ; Mustafa, M.M.
Author_Institution :
Dept. of Ind. Autom., Univ. Kuala Lumpur (UniKL), Kuala Lumpur, Malaysia
Abstract :
We present in this paper an experimental testing for a new algorithm that calculates a controller´s coefficients for output variance minimization related to Linear Time Invariant (LTI) Systems. The algorithm features simplicity in calculation, generalization to minimal and non-minimal phase systems. An experiment of DC-motor velocity feedback control demonstrates robustness characteristics for the new developed controller based on the proposed algorithm. Results show that for an identified ARMAX model for the DC motor model without taking account the variance of the identified coefficients, the controller manage to achieve minimum variance.
Keywords :
DC motors; T invariance; angular velocity control; autoregressive moving average processes; feedback; machine control; minimisation; robust control; ARMAX model; DC-motor velocity feedback control; LTI system; controller coefficients; linear time invariant systems; minimal phase systems; nonminimal phase systems; output variance minimization; permanent field DC-Motor; robustness characteristics; robustness controller; Analysis of variance; Automatic control; Control systems; Equations; Error correction; Hydrogen; Polynomials; Robust control; Steady-state; Velocity control; DC Motor; minimum variance; over-parameterization;
Conference_Titel :
Future Computer and Communication (ICFCC), 2010 2nd International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5821-9
DOI :
10.1109/ICFCC.2010.5497538