Decoupled integral lqr controller with anti-windup compensator for MIMO two rotor aerodynamical system (TRAS)

This paper employs a design of two sub-controllers based on a Linear Quadratic Regulator (LQR) for Two Rotor Aero-dynamical System (TRAS) in two Degree of Freedom (2-DOF) motion. TRAS is a nonlinear Multi-Input Multi-Output (MIMO) system that resembles the behaviour of a helicopter in certain aspect...

Full description

Saved in:
Bibliographic Details
Main Authors: Al-Haddad, Saeed, Wahid, Herman
Format: Article
Language:English
Published: Taylor's University 2019
Subjects:
Online Access:http://eprints.utm.my/id/eprint/87948/1/SaeedAlHaddad2019_DecoupledIntegrallqrControllerWithAntiWindup.pdf
http://eprints.utm.my/id/eprint/87948/
http://jestec.taylors.edu.my/Vol%2014%20issue%203%20June%202019/14_3_20.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Universiti Teknologi Malaysia
Language: English
id my.utm.87948
record_format eprints
spelling my.utm.879482020-11-30T13:37:34Z http://eprints.utm.my/id/eprint/87948/ Decoupled integral lqr controller with anti-windup compensator for MIMO two rotor aerodynamical system (TRAS) Al-Haddad, Saeed Wahid, Herman TK Electrical engineering. Electronics Nuclear engineering This paper employs a design of two sub-controllers based on a Linear Quadratic Regulator (LQR) for Two Rotor Aero-dynamical System (TRAS) in two Degree of Freedom (2-DOF) motion. TRAS is a nonlinear Multi-Input Multi-Output (MIMO) system that resembles the behaviour of a helicopter in certain aspects. The main focus of the research work is to control and stabilize the TRAS system in 2-DOF so that the desired trajectory is tracked quickly and accurately even in the presence of disturbances. However, this not always possible due to some reasons such as the strong cross couplings, poorly tuned control parameters and integral windup phenomena that significantly deteriorate the transient response. In this work, TRAS is decoupled into two subsystems (horizontal and vertical) with the cross couplings considered as disturbances. The derivation of the linear model of each subsystem is developed using Jacobean linearisation matrix. An optimal LQR controller is designed and tuned using Particle Swarm Optimisation (PSO) algorithm for each subsystem. To get full state information, provide asymptotic tracking for the reference signal and alleviate integral windup phenomena each sub-LQR controller has been combined with full state observer, integral action gain and anti-windup compensator based on back-calculation technique, respectively to ensure fast and reliable control of TRAS system without degrading the transient response. Experimental results show that the Decoupled Integral LQR Controller (DILQRC) exhibits a better performance in terms of transient and steady state responses with significant reduction of settling time, overshoot percentage and error index it also produces less aggressive and smooth control signals as compared to the Cross Coupled PID Controller (CCPIDC) tuned by the manufacturer. Taylor's University 2019-06 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/87948/1/SaeedAlHaddad2019_DecoupledIntegrallqrControllerWithAntiWindup.pdf Al-Haddad, Saeed and Wahid, Herman (2019) Decoupled integral lqr controller with anti-windup compensator for MIMO two rotor aerodynamical system (TRAS). Journal of Engineering Science and Technology (JESTEC), 14 (3). pp. 1374-1397. ISSN 1823-4690 http://jestec.taylors.edu.my/Vol%2014%20issue%203%20June%202019/14_3_20.pdf
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Al-Haddad, Saeed
Wahid, Herman
Decoupled integral lqr controller with anti-windup compensator for MIMO two rotor aerodynamical system (TRAS)
description This paper employs a design of two sub-controllers based on a Linear Quadratic Regulator (LQR) for Two Rotor Aero-dynamical System (TRAS) in two Degree of Freedom (2-DOF) motion. TRAS is a nonlinear Multi-Input Multi-Output (MIMO) system that resembles the behaviour of a helicopter in certain aspects. The main focus of the research work is to control and stabilize the TRAS system in 2-DOF so that the desired trajectory is tracked quickly and accurately even in the presence of disturbances. However, this not always possible due to some reasons such as the strong cross couplings, poorly tuned control parameters and integral windup phenomena that significantly deteriorate the transient response. In this work, TRAS is decoupled into two subsystems (horizontal and vertical) with the cross couplings considered as disturbances. The derivation of the linear model of each subsystem is developed using Jacobean linearisation matrix. An optimal LQR controller is designed and tuned using Particle Swarm Optimisation (PSO) algorithm for each subsystem. To get full state information, provide asymptotic tracking for the reference signal and alleviate integral windup phenomena each sub-LQR controller has been combined with full state observer, integral action gain and anti-windup compensator based on back-calculation technique, respectively to ensure fast and reliable control of TRAS system without degrading the transient response. Experimental results show that the Decoupled Integral LQR Controller (DILQRC) exhibits a better performance in terms of transient and steady state responses with significant reduction of settling time, overshoot percentage and error index it also produces less aggressive and smooth control signals as compared to the Cross Coupled PID Controller (CCPIDC) tuned by the manufacturer.
format Article
author Al-Haddad, Saeed
Wahid, Herman
author_facet Al-Haddad, Saeed
Wahid, Herman
author_sort Al-Haddad, Saeed
title Decoupled integral lqr controller with anti-windup compensator for MIMO two rotor aerodynamical system (TRAS)
title_short Decoupled integral lqr controller with anti-windup compensator for MIMO two rotor aerodynamical system (TRAS)
title_full Decoupled integral lqr controller with anti-windup compensator for MIMO two rotor aerodynamical system (TRAS)
title_fullStr Decoupled integral lqr controller with anti-windup compensator for MIMO two rotor aerodynamical system (TRAS)
title_full_unstemmed Decoupled integral lqr controller with anti-windup compensator for MIMO two rotor aerodynamical system (TRAS)
title_sort decoupled integral lqr controller with anti-windup compensator for mimo two rotor aerodynamical system (tras)
publisher Taylor's University
publishDate 2019
url http://eprints.utm.my/id/eprint/87948/1/SaeedAlHaddad2019_DecoupledIntegrallqrControllerWithAntiWindup.pdf
http://eprints.utm.my/id/eprint/87948/
http://jestec.taylors.edu.my/Vol%2014%20issue%203%20June%202019/14_3_20.pdf
_version_ 1685579013816320000