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Real-Time Implementation of the Prescribed Performance Tracking Control for Magnetic Levitation Systems

For magnetic levitation systems subject to dynamical uncertainty and exterior perturbations, we implement a real-time Prescribed Performance Control (PPC). A modified function of Global Fast Terminal Sliding Mode Manifold (GFTSMM) based on the transformed error of the novel PPC is introduced; hence,...

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Autores principales: Truong, Thanh Nguyen, Vo, Anh Tuan, Kang, Hee-Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9736337/
https://www.ncbi.nlm.nih.gov/pubmed/36501837
http://dx.doi.org/10.3390/s22239132
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author Truong, Thanh Nguyen
Vo, Anh Tuan
Kang, Hee-Jun
author_facet Truong, Thanh Nguyen
Vo, Anh Tuan
Kang, Hee-Jun
author_sort Truong, Thanh Nguyen
collection PubMed
description For magnetic levitation systems subject to dynamical uncertainty and exterior perturbations, we implement a real-time Prescribed Performance Control (PPC). A modified function of Global Fast Terminal Sliding Mode Manifold (GFTSMM) based on the transformed error of the novel PPC is introduced; hence, the error variable quickly converges to the equilibrium point with the prescribed performance, which means that maximum overshoot and steady-state of the controlled errors will be in a knowledge-defined boundary. To enhance the performance of Global Fast Terminal Sliding Mode Control (GFTSMC) and to reduce chattering in the control input, a modified third-order sliding mode observer (MTOSMO) is proposed to estimate the whole uncertainty and external disturbance. The combination of the GFTSMC, PPC, and MTOSMO generates a novel solution ensuring a finite-time stable position of the controlled ball and the possibility of performing different orbit tracking missions with an impressive performance in terms of tracking accuracy, fast convergence, stabilization, and chattering reduction. It also possesses a simple design that is suitable for real-time applications. By using the Lyapunov-based method, the stable evidence of the developed method is fully verified. We implement a simulation and an experiment on the laboratory magnetic levitation model to demonstrate the improved performance of the developed control system.
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spelling pubmed-97363372022-12-11 Real-Time Implementation of the Prescribed Performance Tracking Control for Magnetic Levitation Systems Truong, Thanh Nguyen Vo, Anh Tuan Kang, Hee-Jun Sensors (Basel) Article For magnetic levitation systems subject to dynamical uncertainty and exterior perturbations, we implement a real-time Prescribed Performance Control (PPC). A modified function of Global Fast Terminal Sliding Mode Manifold (GFTSMM) based on the transformed error of the novel PPC is introduced; hence, the error variable quickly converges to the equilibrium point with the prescribed performance, which means that maximum overshoot and steady-state of the controlled errors will be in a knowledge-defined boundary. To enhance the performance of Global Fast Terminal Sliding Mode Control (GFTSMC) and to reduce chattering in the control input, a modified third-order sliding mode observer (MTOSMO) is proposed to estimate the whole uncertainty and external disturbance. The combination of the GFTSMC, PPC, and MTOSMO generates a novel solution ensuring a finite-time stable position of the controlled ball and the possibility of performing different orbit tracking missions with an impressive performance in terms of tracking accuracy, fast convergence, stabilization, and chattering reduction. It also possesses a simple design that is suitable for real-time applications. By using the Lyapunov-based method, the stable evidence of the developed method is fully verified. We implement a simulation and an experiment on the laboratory magnetic levitation model to demonstrate the improved performance of the developed control system. MDPI 2022-11-24 /pmc/articles/PMC9736337/ /pubmed/36501837 http://dx.doi.org/10.3390/s22239132 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Truong, Thanh Nguyen
Vo, Anh Tuan
Kang, Hee-Jun
Real-Time Implementation of the Prescribed Performance Tracking Control for Magnetic Levitation Systems
title Real-Time Implementation of the Prescribed Performance Tracking Control for Magnetic Levitation Systems
title_full Real-Time Implementation of the Prescribed Performance Tracking Control for Magnetic Levitation Systems
title_fullStr Real-Time Implementation of the Prescribed Performance Tracking Control for Magnetic Levitation Systems
title_full_unstemmed Real-Time Implementation of the Prescribed Performance Tracking Control for Magnetic Levitation Systems
title_short Real-Time Implementation of the Prescribed Performance Tracking Control for Magnetic Levitation Systems
title_sort real-time implementation of the prescribed performance tracking control for magnetic levitation systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9736337/
https://www.ncbi.nlm.nih.gov/pubmed/36501837
http://dx.doi.org/10.3390/s22239132
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