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A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis
The paper deals with a robust sensor fault estimation by proposing a novel algorithm capable of reconstructing faults occurring in the system. The provided approach relies on calculating the fault estimation adaptively in every discrete time instance. The approach is developed for the systems influe...
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/PMC9781339/ https://www.ncbi.nlm.nih.gov/pubmed/36560006 http://dx.doi.org/10.3390/s22249638 |
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author | Pazera, Marcin Witczak, Marcin |
author_facet | Pazera, Marcin Witczak, Marcin |
author_sort | Pazera, Marcin |
collection | PubMed |
description | The paper deals with a robust sensor fault estimation by proposing a novel algorithm capable of reconstructing faults occurring in the system. The provided approach relies on calculating the fault estimation adaptively in every discrete time instance. The approach is developed for the systems influenced by unknown measurement and process disturbance. Such an issue has been handled with applying the commonly known [Formula: see text] approach. The novelty of the proposed algorithm consists of eliminating a difference between consecutive samples of the fault in an estimation error. This results in a easier way of designing the robust estimator by simplification of the linear matrix inequalities. The final part of the paper is devoted to an illustrative example with implementation to a laboratory two-rotor aerodynamical system. |
format | Online Article Text |
id | pubmed-9781339 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97813392022-12-24 A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis Pazera, Marcin Witczak, Marcin Sensors (Basel) Article The paper deals with a robust sensor fault estimation by proposing a novel algorithm capable of reconstructing faults occurring in the system. The provided approach relies on calculating the fault estimation adaptively in every discrete time instance. The approach is developed for the systems influenced by unknown measurement and process disturbance. Such an issue has been handled with applying the commonly known [Formula: see text] approach. The novelty of the proposed algorithm consists of eliminating a difference between consecutive samples of the fault in an estimation error. This results in a easier way of designing the robust estimator by simplification of the linear matrix inequalities. The final part of the paper is devoted to an illustrative example with implementation to a laboratory two-rotor aerodynamical system. MDPI 2022-12-08 /pmc/articles/PMC9781339/ /pubmed/36560006 http://dx.doi.org/10.3390/s22249638 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 Pazera, Marcin Witczak, Marcin A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis |
title | A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis |
title_full | A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis |
title_fullStr | A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis |
title_full_unstemmed | A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis |
title_short | A Novel Adaptive Sensor Fault Estimation Algorithm in Robust Fault Diagnosis |
title_sort | novel adaptive sensor fault estimation algorithm in robust fault diagnosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9781339/ https://www.ncbi.nlm.nih.gov/pubmed/36560006 http://dx.doi.org/10.3390/s22249638 |
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