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LPV Control and Virtual-Sensor-Based Fault Tolerant Strategies for a Three-Axis Gimbal System
This paper deals with the LPV control of a three-axis gimbal including fault-tolerant capabilities. First, the derivation of an analytical model for the considered system based on the robotics Serial-Link (SL) theory is derived. Then, a series of simplifications that allow obtaining a quasi-LPV mode...
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/PMC9460940/ https://www.ncbi.nlm.nih.gov/pubmed/36081123 http://dx.doi.org/10.3390/s22176664 |
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author | Medero, Ariel Puig, Vicenç |
author_facet | Medero, Ariel Puig, Vicenç |
author_sort | Medero, Ariel |
collection | PubMed |
description | This paper deals with the LPV control of a three-axis gimbal including fault-tolerant capabilities. First, the derivation of an analytical model for the considered system based on the robotics Serial-Link (SL) theory is derived. Then, a series of simplifications that allow obtaining a quasi-LPV model for the considered gimbal is proposed. Gain scheduling LPV controllers with PID structure are designed using pole placement by means of linear matrix inequalities (LMIs). Moreover, exploiting the sensor redundancy available in the gimbal, a virtual-sensor-based fault tolerant control (FTC) strategy is proposed. This virtual sensor uses a Recursive Least Square (RLS) estimation algorithm and an LPV observer for fault detection and estimation. Finally, the proposed LPV control scheme including the virtual sensor strategy is tested in simulation in several scenarios. |
format | Online Article Text |
id | pubmed-9460940 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94609402022-09-10 LPV Control and Virtual-Sensor-Based Fault Tolerant Strategies for a Three-Axis Gimbal System Medero, Ariel Puig, Vicenç Sensors (Basel) Article This paper deals with the LPV control of a three-axis gimbal including fault-tolerant capabilities. First, the derivation of an analytical model for the considered system based on the robotics Serial-Link (SL) theory is derived. Then, a series of simplifications that allow obtaining a quasi-LPV model for the considered gimbal is proposed. Gain scheduling LPV controllers with PID structure are designed using pole placement by means of linear matrix inequalities (LMIs). Moreover, exploiting the sensor redundancy available in the gimbal, a virtual-sensor-based fault tolerant control (FTC) strategy is proposed. This virtual sensor uses a Recursive Least Square (RLS) estimation algorithm and an LPV observer for fault detection and estimation. Finally, the proposed LPV control scheme including the virtual sensor strategy is tested in simulation in several scenarios. MDPI 2022-09-03 /pmc/articles/PMC9460940/ /pubmed/36081123 http://dx.doi.org/10.3390/s22176664 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 Medero, Ariel Puig, Vicenç LPV Control and Virtual-Sensor-Based Fault Tolerant Strategies for a Three-Axis Gimbal System |
title | LPV Control and Virtual-Sensor-Based Fault Tolerant Strategies for a Three-Axis Gimbal System |
title_full | LPV Control and Virtual-Sensor-Based Fault Tolerant Strategies for a Three-Axis Gimbal System |
title_fullStr | LPV Control and Virtual-Sensor-Based Fault Tolerant Strategies for a Three-Axis Gimbal System |
title_full_unstemmed | LPV Control and Virtual-Sensor-Based Fault Tolerant Strategies for a Three-Axis Gimbal System |
title_short | LPV Control and Virtual-Sensor-Based Fault Tolerant Strategies for a Three-Axis Gimbal System |
title_sort | lpv control and virtual-sensor-based fault tolerant strategies for a three-axis gimbal system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460940/ https://www.ncbi.nlm.nih.gov/pubmed/36081123 http://dx.doi.org/10.3390/s22176664 |
work_keys_str_mv | AT mederoariel lpvcontrolandvirtualsensorbasedfaulttolerantstrategiesforathreeaxisgimbalsystem AT puigvicenc lpvcontrolandvirtualsensorbasedfaulttolerantstrategiesforathreeaxisgimbalsystem |