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GSA-Tuning IPD Control of a Field-Sensed Magnetic Suspension System
The purpose of this paper is to propose a GSA-tuning IPD control technique for magnetic suspension systems. An educational demonstration on a magnetic-field sensed magnetic suspension system is examined for effectiveness. For the magnetic-field sensed magnetic suspension system (FSMSS), the current...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4721799/ https://www.ncbi.nlm.nih.gov/pubmed/26694404 http://dx.doi.org/10.3390/s151229879 |
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author | Li, Jen-Hsing Chiou, Juing-Shian |
author_facet | Li, Jen-Hsing Chiou, Juing-Shian |
author_sort | Li, Jen-Hsing |
collection | PubMed |
description | The purpose of this paper is to propose a GSA-tuning IPD control technique for magnetic suspension systems. An educational demonstration on a magnetic-field sensed magnetic suspension system is examined for effectiveness. For the magnetic-field sensed magnetic suspension system (FSMSS), the current transducer is employed for measuring the electromagnetic coil current, and a Hall effect device is used for detecting the position of the suspended object. To achieve optimal performance, the gravitational search algorithm (GSA) is adopted for tuning the integral-proportional-derivative (IPD) controller. The IPD control includes the specified PD controller and an integrator. The specified PD control is employed for stabilizing the inherently unstable FSMSS, whereas the integral control is utilized for eliminating the steady-state error. The GSA can tune the IPD control parameters to enable optimal FSMSS performance. We achieved excellent results from the simulations and hands-on experiments for the proposed control strategies and structures. |
format | Online Article Text |
id | pubmed-4721799 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-47217992016-01-26 GSA-Tuning IPD Control of a Field-Sensed Magnetic Suspension System Li, Jen-Hsing Chiou, Juing-Shian Sensors (Basel) Article The purpose of this paper is to propose a GSA-tuning IPD control technique for magnetic suspension systems. An educational demonstration on a magnetic-field sensed magnetic suspension system is examined for effectiveness. For the magnetic-field sensed magnetic suspension system (FSMSS), the current transducer is employed for measuring the electromagnetic coil current, and a Hall effect device is used for detecting the position of the suspended object. To achieve optimal performance, the gravitational search algorithm (GSA) is adopted for tuning the integral-proportional-derivative (IPD) controller. The IPD control includes the specified PD controller and an integrator. The specified PD control is employed for stabilizing the inherently unstable FSMSS, whereas the integral control is utilized for eliminating the steady-state error. The GSA can tune the IPD control parameters to enable optimal FSMSS performance. We achieved excellent results from the simulations and hands-on experiments for the proposed control strategies and structures. MDPI 2015-12-16 /pmc/articles/PMC4721799/ /pubmed/26694404 http://dx.doi.org/10.3390/s151229879 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons by Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Jen-Hsing Chiou, Juing-Shian GSA-Tuning IPD Control of a Field-Sensed Magnetic Suspension System |
title | GSA-Tuning IPD Control of a Field-Sensed Magnetic Suspension System |
title_full | GSA-Tuning IPD Control of a Field-Sensed Magnetic Suspension System |
title_fullStr | GSA-Tuning IPD Control of a Field-Sensed Magnetic Suspension System |
title_full_unstemmed | GSA-Tuning IPD Control of a Field-Sensed Magnetic Suspension System |
title_short | GSA-Tuning IPD Control of a Field-Sensed Magnetic Suspension System |
title_sort | gsa-tuning ipd control of a field-sensed magnetic suspension system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4721799/ https://www.ncbi.nlm.nih.gov/pubmed/26694404 http://dx.doi.org/10.3390/s151229879 |
work_keys_str_mv | AT lijenhsing gsatuningipdcontrolofafieldsensedmagneticsuspensionsystem AT chioujuingshian gsatuningipdcontrolofafieldsensedmagneticsuspensionsystem |