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Sensor Fault-Tolerant Control of Microgrid Using Robust Sliding-Mode Observer

This work investigates sensor fault diagnostics and fault-tolerant control for a voltage source converter based microgrid (model) using a sliding-mode observer. It aims to provide a diagnosis of multiple faults (i.e., magnitude, phase, and harmonics) occurring simultaneously or individually in curre...

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Autores principales: Shahzad, Ebrahim, Khan, Adnan Umar, Iqbal, Muhammad, Saeed, Ahmad, Hafeez, Ghulam, Waseem, Athar, Albogamy, Fahad R., Ullah, Zahid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003115/
https://www.ncbi.nlm.nih.gov/pubmed/35408147
http://dx.doi.org/10.3390/s22072524
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author Shahzad, Ebrahim
Khan, Adnan Umar
Iqbal, Muhammad
Saeed, Ahmad
Hafeez, Ghulam
Waseem, Athar
Albogamy, Fahad R.
Ullah, Zahid
author_facet Shahzad, Ebrahim
Khan, Adnan Umar
Iqbal, Muhammad
Saeed, Ahmad
Hafeez, Ghulam
Waseem, Athar
Albogamy, Fahad R.
Ullah, Zahid
author_sort Shahzad, Ebrahim
collection PubMed
description This work investigates sensor fault diagnostics and fault-tolerant control for a voltage source converter based microgrid (model) using a sliding-mode observer. It aims to provide a diagnosis of multiple faults (i.e., magnitude, phase, and harmonics) occurring simultaneously or individually in current/potential transformers. A modified algorithm based on convex optimization is used to determine the gains of the sliding-mode observer, which utilizes the feasibility optimization or trace minimization of a Ricatti equation-based modification of H-Infinity ([Formula: see text]) constrained linear matrix inequalities. The fault and disturbance estimation method is modified and improved with some corrections in previous works. The stability and finite-time reachability of the observers are also presented for the considered faulty and perturbed microgrid system. A proportional-integral (PI) based control is utilized for the conventional regulations required for frequency and voltage sags occurring in a microgrid. However, the same control block features fault-tolerant control (FTC) functionality. It is attained by incorporating a sliding-mode observer to reconstruct the faults of sensors (transformers), which are fed to the control block after correction. Simulation-based analysis is performed by presenting the results of state/output estimation, state/output estimation errors, fault reconstruction, estimated disturbances, and fault-tolerant control performance. Simulations are performed for sinusoidal, constant, linearly increasing, intermittent, sawtooth, and random sort of often occurring sensor faults. However, this paper includes results for the sinusoidal nature voltage/current sensor (transformer) fault and a linearly increasing type of fault, whereas the remaining results are part of the supplementary data file. The comparison analysis is performed in terms of observer gains being estimated by previously used techniques as compared to the proposed modified approach. It also includes the comparison of the voltage-frequency control implemented with and without the incorporation of the used observer based fault estimation and corrections, in the control block. The faults here are considered for voltage/current sensor transformers, but the approach works for a wide range of sensors.
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spelling pubmed-90031152022-04-13 Sensor Fault-Tolerant Control of Microgrid Using Robust Sliding-Mode Observer Shahzad, Ebrahim Khan, Adnan Umar Iqbal, Muhammad Saeed, Ahmad Hafeez, Ghulam Waseem, Athar Albogamy, Fahad R. Ullah, Zahid Sensors (Basel) Article This work investigates sensor fault diagnostics and fault-tolerant control for a voltage source converter based microgrid (model) using a sliding-mode observer. It aims to provide a diagnosis of multiple faults (i.e., magnitude, phase, and harmonics) occurring simultaneously or individually in current/potential transformers. A modified algorithm based on convex optimization is used to determine the gains of the sliding-mode observer, which utilizes the feasibility optimization or trace minimization of a Ricatti equation-based modification of H-Infinity ([Formula: see text]) constrained linear matrix inequalities. The fault and disturbance estimation method is modified and improved with some corrections in previous works. The stability and finite-time reachability of the observers are also presented for the considered faulty and perturbed microgrid system. A proportional-integral (PI) based control is utilized for the conventional regulations required for frequency and voltage sags occurring in a microgrid. However, the same control block features fault-tolerant control (FTC) functionality. It is attained by incorporating a sliding-mode observer to reconstruct the faults of sensors (transformers), which are fed to the control block after correction. Simulation-based analysis is performed by presenting the results of state/output estimation, state/output estimation errors, fault reconstruction, estimated disturbances, and fault-tolerant control performance. Simulations are performed for sinusoidal, constant, linearly increasing, intermittent, sawtooth, and random sort of often occurring sensor faults. However, this paper includes results for the sinusoidal nature voltage/current sensor (transformer) fault and a linearly increasing type of fault, whereas the remaining results are part of the supplementary data file. The comparison analysis is performed in terms of observer gains being estimated by previously used techniques as compared to the proposed modified approach. It also includes the comparison of the voltage-frequency control implemented with and without the incorporation of the used observer based fault estimation and corrections, in the control block. The faults here are considered for voltage/current sensor transformers, but the approach works for a wide range of sensors. MDPI 2022-03-25 /pmc/articles/PMC9003115/ /pubmed/35408147 http://dx.doi.org/10.3390/s22072524 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
Shahzad, Ebrahim
Khan, Adnan Umar
Iqbal, Muhammad
Saeed, Ahmad
Hafeez, Ghulam
Waseem, Athar
Albogamy, Fahad R.
Ullah, Zahid
Sensor Fault-Tolerant Control of Microgrid Using Robust Sliding-Mode Observer
title Sensor Fault-Tolerant Control of Microgrid Using Robust Sliding-Mode Observer
title_full Sensor Fault-Tolerant Control of Microgrid Using Robust Sliding-Mode Observer
title_fullStr Sensor Fault-Tolerant Control of Microgrid Using Robust Sliding-Mode Observer
title_full_unstemmed Sensor Fault-Tolerant Control of Microgrid Using Robust Sliding-Mode Observer
title_short Sensor Fault-Tolerant Control of Microgrid Using Robust Sliding-Mode Observer
title_sort sensor fault-tolerant control of microgrid using robust sliding-mode observer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003115/
https://www.ncbi.nlm.nih.gov/pubmed/35408147
http://dx.doi.org/10.3390/s22072524
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