State feedback via judicious pole placement and linear quadratic regulator - Application to rotary inverted pendulum

In the control system regulatory concept, placing closed loop poles too far from the origin in the stability region produces fast regulation time but requires huge forcing energy as a trade-off. As such, stabilizing an unstable system with minimum energy is needed, though this presents a challenge t...

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Main Authors: Kamarudin, Muhammad Nizam, Jamri, Mohd Saifuzam, Md. Rozali, Sahazati, Mohd Nor, Rozilawati
Format: Article
Language:English
Published: Penerbit UTHM 2024
Online Access:http://eprints.utem.edu.my/id/eprint/27814/2/0103828082024164581065.pdf
http://eprints.utem.edu.my/id/eprint/27814/
https://penerbit.uthm.edu.my/ojs/index.php/ijie/article/view/11428/6625
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Institution: Universiti Teknikal Malaysia Melaka
Language: English
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spelling my.utem.eprints.278142024-10-09T16:14:36Z http://eprints.utem.edu.my/id/eprint/27814/ State feedback via judicious pole placement and linear quadratic regulator - Application to rotary inverted pendulum Kamarudin, Muhammad Nizam Jamri, Mohd Saifuzam Md. Rozali, Sahazati Mohd Nor, Rozilawati In the control system regulatory concept, placing closed loop poles too far from the origin in the stability region produces fast regulation time but requires huge forcing energy as a trade-off. As such, stabilizing an unstable system with minimum energy is needed, though this presents a challenge to the designer. At the design phase, the designer may ponder the optimized energy while compromising the possibility of catastrophic stabilization phenomena due to minimal forcing thrust towards the poles. In this manuscript, a simple Linear Quadratic Regulator (LQR) is proposed as an alternative to full state feedback (FSF) with judicious pole placement. The efficacy of both approaches was observed by exploiting a Rotary Inverted Pendulum (RIP) as a testbed. Beforehand, the RIP system dynamics were developed in the time domain. RIP is an under-actuated mechanical system that is inherently nonlinear and unstable. The main control objectives of RIP are swing-up control, stabilization control, switching control, and trajectory control. The methodology involved the appearance of weighted matrices that were necessary for the minimum cost function. The Riccati and Lyapunov criteria are also exploited to facilitate design. The result shows the comparative transient performances of the two approaches, where the LQR outperforms the FSF in many aspects. Penerbit UTHM 2024-08 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/27814/2/0103828082024164581065.pdf Kamarudin, Muhammad Nizam and Jamri, Mohd Saifuzam and Md. Rozali, Sahazati and Mohd Nor, Rozilawati (2024) State feedback via judicious pole placement and linear quadratic regulator - Application to rotary inverted pendulum. International Journal of Integrated Engineering, 16 (5). pp. 1-9. ISSN 2229-838X https://penerbit.uthm.edu.my/ojs/index.php/ijie/article/view/11428/6625 10.30880/ijie.2024.16.05.001
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
description In the control system regulatory concept, placing closed loop poles too far from the origin in the stability region produces fast regulation time but requires huge forcing energy as a trade-off. As such, stabilizing an unstable system with minimum energy is needed, though this presents a challenge to the designer. At the design phase, the designer may ponder the optimized energy while compromising the possibility of catastrophic stabilization phenomena due to minimal forcing thrust towards the poles. In this manuscript, a simple Linear Quadratic Regulator (LQR) is proposed as an alternative to full state feedback (FSF) with judicious pole placement. The efficacy of both approaches was observed by exploiting a Rotary Inverted Pendulum (RIP) as a testbed. Beforehand, the RIP system dynamics were developed in the time domain. RIP is an under-actuated mechanical system that is inherently nonlinear and unstable. The main control objectives of RIP are swing-up control, stabilization control, switching control, and trajectory control. The methodology involved the appearance of weighted matrices that were necessary for the minimum cost function. The Riccati and Lyapunov criteria are also exploited to facilitate design. The result shows the comparative transient performances of the two approaches, where the LQR outperforms the FSF in many aspects.
format Article
author Kamarudin, Muhammad Nizam
Jamri, Mohd Saifuzam
Md. Rozali, Sahazati
Mohd Nor, Rozilawati
spellingShingle Kamarudin, Muhammad Nizam
Jamri, Mohd Saifuzam
Md. Rozali, Sahazati
Mohd Nor, Rozilawati
State feedback via judicious pole placement and linear quadratic regulator - Application to rotary inverted pendulum
author_facet Kamarudin, Muhammad Nizam
Jamri, Mohd Saifuzam
Md. Rozali, Sahazati
Mohd Nor, Rozilawati
author_sort Kamarudin, Muhammad Nizam
title State feedback via judicious pole placement and linear quadratic regulator - Application to rotary inverted pendulum
title_short State feedback via judicious pole placement and linear quadratic regulator - Application to rotary inverted pendulum
title_full State feedback via judicious pole placement and linear quadratic regulator - Application to rotary inverted pendulum
title_fullStr State feedback via judicious pole placement and linear quadratic regulator - Application to rotary inverted pendulum
title_full_unstemmed State feedback via judicious pole placement and linear quadratic regulator - Application to rotary inverted pendulum
title_sort state feedback via judicious pole placement and linear quadratic regulator - application to rotary inverted pendulum
publisher Penerbit UTHM
publishDate 2024
url http://eprints.utem.edu.my/id/eprint/27814/2/0103828082024164581065.pdf
http://eprints.utem.edu.my/id/eprint/27814/
https://penerbit.uthm.edu.my/ojs/index.php/ijie/article/view/11428/6625
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