Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system

This paper contains a new proposed regarding on robust adaptive control method merge with Linear-Quadratic Regulator (LQR), to design a faster response controller for uncertain characterized three degree of freedom (3-DOF) flight control module. 3-DOF helicopter is a bench-top module use in laborato...

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Main Authors: Boby, Rounaqul Islam, Mansor, Hasmah, Gunawan, Teddy Surya, Khan, Sheroz
Format: Conference or Workshop Item
Language:English
English
English
English
Published: 2014
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Online Access:http://irep.iium.edu.my/40301/1/1570055211.pdf
http://irep.iium.edu.my/40301/5/TOC_ICSIMA.pdf
http://irep.iium.edu.my/40301/6/TitlePage_ICSIMA.pdf
http://irep.iium.edu.my/40301/12/40301_Robust%20adaptive%20LQR%20control%20of%20nonlinear%20system_Scopus.pdf
http://irep.iium.edu.my/40301/
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7047443&tag=1
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spelling my.iium.irep.403012017-09-20T12:19:17Z http://irep.iium.edu.my/40301/ Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system Boby, Rounaqul Islam Mansor, Hasmah Gunawan, Teddy Surya Khan, Sheroz TK Electrical engineering. Electronics Nuclear engineering This paper contains a new proposed regarding on robust adaptive control method merge with Linear-Quadratic Regulator (LQR), to design a faster response controller for uncertain characterized three degree of freedom (3-DOF) flight control module. 3-DOF helicopter is a bench-top module use in laboratory for experimental purposes only. From the previous experiments, it has seen that the transient response of designed PD controller has significantly very large steady state error which is around 50%. For highly uncertain plants it is highly destructive. A 3-DOF flight control system or bench-top helicopter developed by Quanser is intrinsically nonlinear, unstable and totally uncertain because of the nature of three individual angles well-known as pitch, travel and elevation. The target of this proposed control design is to improve the performance of three angles control of 3-DOF helicopter by integration of LQR controller and robust adaptive controller. Usually standard adaptive controller will produce zero steady state error. But for achieving faster response with zero steady state error is quite difficult. Therefore, this paper proposed a robust adaptive with deadbeat algorithm to overcome the limitations. Our proposal is to introduce robustness to parameter uncertainties and disturbances, by using adaptive laws for the plant parameters’ uncertainty, as a replacement for the traditional ones. This controller may handle large parameter uncertainties and disturbance with rugged stability. The arbitrary combined optimizing method is engaged in this design to optimize the overall performance of the controller. Simulation results and equations are used to demonstration the effectiveness of the proposed control methodology. 2014-11-25 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/40301/1/1570055211.pdf application/pdf en http://irep.iium.edu.my/40301/5/TOC_ICSIMA.pdf application/pdf en http://irep.iium.edu.my/40301/6/TitlePage_ICSIMA.pdf application/pdf en http://irep.iium.edu.my/40301/12/40301_Robust%20adaptive%20LQR%20control%20of%20nonlinear%20system_Scopus.pdf Boby, Rounaqul Islam and Mansor, Hasmah and Gunawan, Teddy Surya and Khan, Sheroz (2014) Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system. In: IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2014), 25-27 Nov 2014, Kuala Lumpur. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7047443&tag=1
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
English
English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Boby, Rounaqul Islam
Mansor, Hasmah
Gunawan, Teddy Surya
Khan, Sheroz
Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system
description This paper contains a new proposed regarding on robust adaptive control method merge with Linear-Quadratic Regulator (LQR), to design a faster response controller for uncertain characterized three degree of freedom (3-DOF) flight control module. 3-DOF helicopter is a bench-top module use in laboratory for experimental purposes only. From the previous experiments, it has seen that the transient response of designed PD controller has significantly very large steady state error which is around 50%. For highly uncertain plants it is highly destructive. A 3-DOF flight control system or bench-top helicopter developed by Quanser is intrinsically nonlinear, unstable and totally uncertain because of the nature of three individual angles well-known as pitch, travel and elevation. The target of this proposed control design is to improve the performance of three angles control of 3-DOF helicopter by integration of LQR controller and robust adaptive controller. Usually standard adaptive controller will produce zero steady state error. But for achieving faster response with zero steady state error is quite difficult. Therefore, this paper proposed a robust adaptive with deadbeat algorithm to overcome the limitations. Our proposal is to introduce robustness to parameter uncertainties and disturbances, by using adaptive laws for the plant parameters’ uncertainty, as a replacement for the traditional ones. This controller may handle large parameter uncertainties and disturbance with rugged stability. The arbitrary combined optimizing method is engaged in this design to optimize the overall performance of the controller. Simulation results and equations are used to demonstration the effectiveness of the proposed control methodology.
format Conference or Workshop Item
author Boby, Rounaqul Islam
Mansor, Hasmah
Gunawan, Teddy Surya
Khan, Sheroz
author_facet Boby, Rounaqul Islam
Mansor, Hasmah
Gunawan, Teddy Surya
Khan, Sheroz
author_sort Boby, Rounaqul Islam
title Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system
title_short Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system
title_full Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system
title_fullStr Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system
title_full_unstemmed Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system
title_sort robust adaptive lqr control of nonlinear system application to 3-dof flight control system
publishDate 2014
url http://irep.iium.edu.my/40301/1/1570055211.pdf
http://irep.iium.edu.my/40301/5/TOC_ICSIMA.pdf
http://irep.iium.edu.my/40301/6/TitlePage_ICSIMA.pdf
http://irep.iium.edu.my/40301/12/40301_Robust%20adaptive%20LQR%20control%20of%20nonlinear%20system_Scopus.pdf
http://irep.iium.edu.my/40301/
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7047443&tag=1
_version_ 1643611794814533632
score 13.160551