Title :
Parameters and States Estimation with Linear Quadratic Regulator Applied to Uninterruptible Power Supplies (UPS)
Author :
Boualaga, Rabhi ; Amar, Benaissa ; Ammar, Moussi ; Loron, Luc
Author_Institution :
Dept. of Electr. Eng., Biskra Univ.
Abstract :
This paper presents a control strategy applied for UPS with a low commutation frequency. An adaptive linear quadratic controller (LQR) for a DC/AC converter is presented. The controller gains are determined by minimizing a cost function. A recursive least square (RLS) estimator is used to identify the parameters model at different load conditions. The inductor current is estimated by a Kalman filter. The capacitor voltage and the inductor current are used as state variables. Simulation results show that the proposed strategy offers good performances for either linear and non-linear loads with low total harmonic distortions even at low frequencies making it very useful for high power applications
Keywords :
DC-AC power convertors; Kalman filters; adaptive control; harmonic distortion; least squares approximations; linear quadratic control; power capacitors; power harmonic filters; power inductors; recursive estimation; state estimation; uninterruptible power supplies; DC-AC converter; Kalman filter; UPS; adaptive linear quadratic controller; capacitor voltage; controller gains; cost function minimization; inductor current; parameter estimation; recursive least square estimator; states estimation; total harmonic distortions; uninterruptible power supplies; Adaptive control; Analog-digital conversion; Cost function; Frequency; Inductors; Least squares approximation; Programmable control; Regulators; State estimation; Uninterruptible power systems; Linear quadratic regulator; adaptive control; parameter estimation; simulation; total harmonic distortion; uninterruptible power supplies;
Conference_Titel :
IEEE Industrial Electronics, IECON 2006 - 32nd Annual Conference on
Conference_Location :
Paris
Print_ISBN :
1-4244-0390-1
DOI :
10.1109/IECON.2006.347659