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H(∞) Observer Based on Descriptor Systems Applied to Estimate the State of Charge

This paper proposes an [Formula: see text] observer based on descriptor systems to estimate the state of charge (SOC). The battery’s open-current voltage is chosen as a generalized state variable, thereby avoiding the artificial derivative calculation of the algebraic equation for the SOC. Furthermo...

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Autores principales: Meng, Shengya, Li, Shihong, Chi, Heng, Meng, Fanwei, Pang, Aiping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947063/
https://www.ncbi.nlm.nih.gov/pubmed/35327930
http://dx.doi.org/10.3390/e24030420
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author Meng, Shengya
Li, Shihong
Chi, Heng
Meng, Fanwei
Pang, Aiping
author_facet Meng, Shengya
Li, Shihong
Chi, Heng
Meng, Fanwei
Pang, Aiping
author_sort Meng, Shengya
collection PubMed
description This paper proposes an [Formula: see text] observer based on descriptor systems to estimate the state of charge (SOC). The battery’s open-current voltage is chosen as a generalized state variable, thereby avoiding the artificial derivative calculation of the algebraic equation for the SOC. Furthermore, the observer’s dynamic performance is saved. To decrease the impacts of the uncertain noise and parameter perturbations, nonlinear [Formula: see text] theory is implemented to design the observer. The sufficient conditions for the [Formula: see text] observer to guarantee the disturbance suppression performance index are given and proved by the Lyapunov stability theory. This paper systematically gives the design steps of battery SOC [Formula: see text] observers. The simulation results highlight the accuracy, transient performance, and robustness of the presented method.
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spelling pubmed-89470632022-03-25 H(∞) Observer Based on Descriptor Systems Applied to Estimate the State of Charge Meng, Shengya Li, Shihong Chi, Heng Meng, Fanwei Pang, Aiping Entropy (Basel) Article This paper proposes an [Formula: see text] observer based on descriptor systems to estimate the state of charge (SOC). The battery’s open-current voltage is chosen as a generalized state variable, thereby avoiding the artificial derivative calculation of the algebraic equation for the SOC. Furthermore, the observer’s dynamic performance is saved. To decrease the impacts of the uncertain noise and parameter perturbations, nonlinear [Formula: see text] theory is implemented to design the observer. The sufficient conditions for the [Formula: see text] observer to guarantee the disturbance suppression performance index are given and proved by the Lyapunov stability theory. This paper systematically gives the design steps of battery SOC [Formula: see text] observers. The simulation results highlight the accuracy, transient performance, and robustness of the presented method. MDPI 2022-03-17 /pmc/articles/PMC8947063/ /pubmed/35327930 http://dx.doi.org/10.3390/e24030420 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
Meng, Shengya
Li, Shihong
Chi, Heng
Meng, Fanwei
Pang, Aiping
H(∞) Observer Based on Descriptor Systems Applied to Estimate the State of Charge
title H(∞) Observer Based on Descriptor Systems Applied to Estimate the State of Charge
title_full H(∞) Observer Based on Descriptor Systems Applied to Estimate the State of Charge
title_fullStr H(∞) Observer Based on Descriptor Systems Applied to Estimate the State of Charge
title_full_unstemmed H(∞) Observer Based on Descriptor Systems Applied to Estimate the State of Charge
title_short H(∞) Observer Based on Descriptor Systems Applied to Estimate the State of Charge
title_sort h(∞) observer based on descriptor systems applied to estimate the state of charge
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947063/
https://www.ncbi.nlm.nih.gov/pubmed/35327930
http://dx.doi.org/10.3390/e24030420
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