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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,...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9736337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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