A Hybrid H∞ Control Based ILC Design Approach for Trajectory Tracking of a Twin Rotor Aerodynamic System

This paper investigates the trajectory tracking problem for a Multi-Input Multi-Output (MIMO) Twin Rotor Aerodynamic System (TRAS) using a hybrid architecture based on an H∞ controller and Iterative Learning Control (ILC). TRAS is a fast, nonlinear coupled system and therefore it is a challenging ta...

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Main Authors: Faisal Saleem, Ahsan Ali, Inam ul Hasan Shaikh, Muhammad Wasim
Format: Article
Language:English
Published: Mehran University of Engineering and Technology 2021-01-01
Series:Mehran University Research Journal of Engineering and Technology
Online Access:https://publications.muet.edu.pk/index.php/muetrj/article/view/1996
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spelling doaj-10a4ab66d25e434eb4778809af975c242021-01-23T20:56:59ZengMehran University of Engineering and TechnologyMehran University Research Journal of Engineering and Technology0254-78212413-72192021-01-0140116917910.22581/muet1982.2101.161996A Hybrid H∞ Control Based ILC Design Approach for Trajectory Tracking of a Twin Rotor Aerodynamic SystemFaisal Saleem0Ahsan Ali1Inam ul Hasan Shaikh2Muhammad Wasim3Department of Electrical Engineering, University of Engineering and Technology, Taxila, Pakistan.Department of Electrical Engineering, University of Engineering and Technology, Taxila, Pakistan.Department of Electrical Engineering, University of Engineering and Technology, Taxila, Pakistan.Department of Electrical Engineering, University of Engineering and Technology, Taxila, Pakistan.This paper investigates the trajectory tracking problem for a Multi-Input Multi-Output (MIMO) Twin Rotor Aerodynamic System (TRAS) using a hybrid architecture based on an H∞ controller and Iterative Learning Control (ILC). TRAS is a fast, nonlinear coupled system and therefore it is a challenging task to design a control system that ensures the tracking for fast changing trajectories. The controllers proposed in the literature for the TRAS through linear approaches tend to have a large control effort, while the ones designed using the nonlinear approaches track only for smooth input trajectories. Both issues are important from control point of view. In this paper, these issues are addressed by designing a feedback H∞ control that stabilizes the system and a feedforward ILC which reduces the control effort. The H∞ controller achieves the tracking for input trajectories with sharp edges, but the control effort required for tracking is large. With the proposed hybrid approach, tracking is achieved by the H∞ controller whereas the required control effort is reduced in each subsequent iteration by ILC. After a few iterations, accurate tracking at a minimized control effort is achieved. The simulations have been performed using MATLAB software and the controller designed through the proposed approach has been validated on nonlinear model of the system. The results of the proposed technique, compared with the flatness-based and back-stepping control strategies, show that the proposed controller ensures accurate tracking at the reduced control effort.https://publications.muet.edu.pk/index.php/muetrj/article/view/1996
collection DOAJ
language English
format Article
sources DOAJ
author Faisal Saleem
Ahsan Ali
Inam ul Hasan Shaikh
Muhammad Wasim
spellingShingle Faisal Saleem
Ahsan Ali
Inam ul Hasan Shaikh
Muhammad Wasim
A Hybrid H∞ Control Based ILC Design Approach for Trajectory Tracking of a Twin Rotor Aerodynamic System
Mehran University Research Journal of Engineering and Technology
author_facet Faisal Saleem
Ahsan Ali
Inam ul Hasan Shaikh
Muhammad Wasim
author_sort Faisal Saleem
title A Hybrid H∞ Control Based ILC Design Approach for Trajectory Tracking of a Twin Rotor Aerodynamic System
title_short A Hybrid H∞ Control Based ILC Design Approach for Trajectory Tracking of a Twin Rotor Aerodynamic System
title_full A Hybrid H∞ Control Based ILC Design Approach for Trajectory Tracking of a Twin Rotor Aerodynamic System
title_fullStr A Hybrid H∞ Control Based ILC Design Approach for Trajectory Tracking of a Twin Rotor Aerodynamic System
title_full_unstemmed A Hybrid H∞ Control Based ILC Design Approach for Trajectory Tracking of a Twin Rotor Aerodynamic System
title_sort hybrid h∞ control based ilc design approach for trajectory tracking of a twin rotor aerodynamic system
publisher Mehran University of Engineering and Technology
series Mehran University Research Journal of Engineering and Technology
issn 0254-7821
2413-7219
publishDate 2021-01-01
description This paper investigates the trajectory tracking problem for a Multi-Input Multi-Output (MIMO) Twin Rotor Aerodynamic System (TRAS) using a hybrid architecture based on an H∞ controller and Iterative Learning Control (ILC). TRAS is a fast, nonlinear coupled system and therefore it is a challenging task to design a control system that ensures the tracking for fast changing trajectories. The controllers proposed in the literature for the TRAS through linear approaches tend to have a large control effort, while the ones designed using the nonlinear approaches track only for smooth input trajectories. Both issues are important from control point of view. In this paper, these issues are addressed by designing a feedback H∞ control that stabilizes the system and a feedforward ILC which reduces the control effort. The H∞ controller achieves the tracking for input trajectories with sharp edges, but the control effort required for tracking is large. With the proposed hybrid approach, tracking is achieved by the H∞ controller whereas the required control effort is reduced in each subsequent iteration by ILC. After a few iterations, accurate tracking at a minimized control effort is achieved. The simulations have been performed using MATLAB software and the controller designed through the proposed approach has been validated on nonlinear model of the system. The results of the proposed technique, compared with the flatness-based and back-stepping control strategies, show that the proposed controller ensures accurate tracking at the reduced control effort.
url https://publications.muet.edu.pk/index.php/muetrj/article/view/1996
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