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Advanced Fault-Tolerant Anti-Surge Control System of Centrifugal Compressors for Sensor and Actuator Faults

Faults frequently occur in the sensors and actuators of process machines to cause shutdown and process interruption, thereby creating costly production loss. centrifugal compressors (CCs) are the most used equipment in process industries such as oil and gas, petrochemicals, and fertilizers. A compre...

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Autores principales: Alsuwian, Turki, Amin, Arslan Ahmed, Maqsood, Muhammad Taimoor, Qadir, Muhammad Bilal, Almasabi, Saleh, Jalalah, Mohammed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9145020/
https://www.ncbi.nlm.nih.gov/pubmed/35632272
http://dx.doi.org/10.3390/s22103864
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author Alsuwian, Turki
Amin, Arslan Ahmed
Maqsood, Muhammad Taimoor
Qadir, Muhammad Bilal
Almasabi, Saleh
Jalalah, Mohammed
author_facet Alsuwian, Turki
Amin, Arslan Ahmed
Maqsood, Muhammad Taimoor
Qadir, Muhammad Bilal
Almasabi, Saleh
Jalalah, Mohammed
author_sort Alsuwian, Turki
collection PubMed
description Faults frequently occur in the sensors and actuators of process machines to cause shutdown and process interruption, thereby creating costly production loss. centrifugal compressors (CCs) are the most used equipment in process industries such as oil and gas, petrochemicals, and fertilizers. A compressor control system called an anti-surge control (ASC) system based on many critical sensors and actuators is used for the safe operation of CCs. In this paper, an advanced active fault-tolerant control system (AFTCS) has been proposed for sensor and actuator faults of the anti-surge control system of a centrifugal compressor. The AFTCS has been built with a dedicated fault detection and isolation (FDI) unit to detect and isolate the faulty part as well as replace the faulty value with the virtual redundant value from the observer model running in parallel with the other healthy sensors. The analytical redundancy is developed from the mathematical modeling of the sensors to provide estimated values to the controller in case the actual sensor fails. Dual hardware redundancy has been proposed for the anti-surge valve (ASV). The simulation results of the proposed Fault-tolerant control (FTC) for the ASC system in the experimentally validated CC HYSYS model reveal that the system continued to operate in the event of faults in the sensors and actuators maintaining system stability. The proposed FTC for the ASC system is novel in the literature and significant for the process industries to design a highly reliable compressor control system that would continue operation despite faults in the sensors and actuators, hence preventing costly production loss.
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spelling pubmed-91450202022-05-29 Advanced Fault-Tolerant Anti-Surge Control System of Centrifugal Compressors for Sensor and Actuator Faults Alsuwian, Turki Amin, Arslan Ahmed Maqsood, Muhammad Taimoor Qadir, Muhammad Bilal Almasabi, Saleh Jalalah, Mohammed Sensors (Basel) Article Faults frequently occur in the sensors and actuators of process machines to cause shutdown and process interruption, thereby creating costly production loss. centrifugal compressors (CCs) are the most used equipment in process industries such as oil and gas, petrochemicals, and fertilizers. A compressor control system called an anti-surge control (ASC) system based on many critical sensors and actuators is used for the safe operation of CCs. In this paper, an advanced active fault-tolerant control system (AFTCS) has been proposed for sensor and actuator faults of the anti-surge control system of a centrifugal compressor. The AFTCS has been built with a dedicated fault detection and isolation (FDI) unit to detect and isolate the faulty part as well as replace the faulty value with the virtual redundant value from the observer model running in parallel with the other healthy sensors. The analytical redundancy is developed from the mathematical modeling of the sensors to provide estimated values to the controller in case the actual sensor fails. Dual hardware redundancy has been proposed for the anti-surge valve (ASV). The simulation results of the proposed Fault-tolerant control (FTC) for the ASC system in the experimentally validated CC HYSYS model reveal that the system continued to operate in the event of faults in the sensors and actuators maintaining system stability. The proposed FTC for the ASC system is novel in the literature and significant for the process industries to design a highly reliable compressor control system that would continue operation despite faults in the sensors and actuators, hence preventing costly production loss. MDPI 2022-05-19 /pmc/articles/PMC9145020/ /pubmed/35632272 http://dx.doi.org/10.3390/s22103864 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
Alsuwian, Turki
Amin, Arslan Ahmed
Maqsood, Muhammad Taimoor
Qadir, Muhammad Bilal
Almasabi, Saleh
Jalalah, Mohammed
Advanced Fault-Tolerant Anti-Surge Control System of Centrifugal Compressors for Sensor and Actuator Faults
title Advanced Fault-Tolerant Anti-Surge Control System of Centrifugal Compressors for Sensor and Actuator Faults
title_full Advanced Fault-Tolerant Anti-Surge Control System of Centrifugal Compressors for Sensor and Actuator Faults
title_fullStr Advanced Fault-Tolerant Anti-Surge Control System of Centrifugal Compressors for Sensor and Actuator Faults
title_full_unstemmed Advanced Fault-Tolerant Anti-Surge Control System of Centrifugal Compressors for Sensor and Actuator Faults
title_short Advanced Fault-Tolerant Anti-Surge Control System of Centrifugal Compressors for Sensor and Actuator Faults
title_sort advanced fault-tolerant anti-surge control system of centrifugal compressors for sensor and actuator faults
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9145020/
https://www.ncbi.nlm.nih.gov/pubmed/35632272
http://dx.doi.org/10.3390/s22103864
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