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Design of active fault-tolerant control system for Air-fuel ratio control of internal combustion engines using fuzzy logic controller

BACKGROUND: Fault-Tolerant Control Systems (FTCS) are used in critical and safety applications to improve performance and stability despite failure modes. As a result, costly production losses related to unusual and unplanned shutdowns can be prevented by incorporating these systems in the critical...

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Autores principales: Riaz, Umar, Amin, Arslan Ahmed, Tayyeb, Muhammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10306154/
https://www.ncbi.nlm.nih.gov/pubmed/35443839
http://dx.doi.org/10.1177/00368504221094723
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author Riaz, Umar
Amin, Arslan Ahmed
Tayyeb, Muhammad
author_facet Riaz, Umar
Amin, Arslan Ahmed
Tayyeb, Muhammad
author_sort Riaz, Umar
collection PubMed
description BACKGROUND: Fault-Tolerant Control Systems (FTCS) are used in critical and safety applications to improve performance and stability despite failure modes. As a result, costly production losses related to unusual and unplanned shutdowns can be prevented by incorporating these systems in the critical process plant machines. The Internal Combustion (IC) engines are highly used process plant machines and faults in their sensors will cause their shutdown instigating the need to install FTCS in them. INTRODUCTION: In this paper, an Active Fault-Tolerant Control System (AFTCS) based on a Fuzzy Logic Controller (FLC) is suggested to improve the reliability of the Air-Fuel Ratio (AFR) control system of an IC engine. METHODOLOGY: For analytical redundancy, a nonlinear Fuzzy Logic (FL) based observer is implemented in the proposed system for the Fault Detection and Isolation (FDI) unit for nonlinear sensors of the AFR system. Lyapunov stability analysis was used for designing a stable system in both faulty and normal conditions. To evaluate its performance, this system was developed in the MATLAB/Simulink platform. RESULTS: The simulation results show that the developed system is robust under sensor fault conditions, retaining stability with a minimum decrease of AFR. This study's comparison with the existing literature demonstrates that the proposed system is effective for maintaining the AFR in IC engines during sensor faulty conditions thus reducing shutdown of engine and production loss for increased profits.
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spelling pubmed-103061542023-08-09 Design of active fault-tolerant control system for Air-fuel ratio control of internal combustion engines using fuzzy logic controller Riaz, Umar Amin, Arslan Ahmed Tayyeb, Muhammad Sci Prog Original Manuscript BACKGROUND: Fault-Tolerant Control Systems (FTCS) are used in critical and safety applications to improve performance and stability despite failure modes. As a result, costly production losses related to unusual and unplanned shutdowns can be prevented by incorporating these systems in the critical process plant machines. The Internal Combustion (IC) engines are highly used process plant machines and faults in their sensors will cause their shutdown instigating the need to install FTCS in them. INTRODUCTION: In this paper, an Active Fault-Tolerant Control System (AFTCS) based on a Fuzzy Logic Controller (FLC) is suggested to improve the reliability of the Air-Fuel Ratio (AFR) control system of an IC engine. METHODOLOGY: For analytical redundancy, a nonlinear Fuzzy Logic (FL) based observer is implemented in the proposed system for the Fault Detection and Isolation (FDI) unit for nonlinear sensors of the AFR system. Lyapunov stability analysis was used for designing a stable system in both faulty and normal conditions. To evaluate its performance, this system was developed in the MATLAB/Simulink platform. RESULTS: The simulation results show that the developed system is robust under sensor fault conditions, retaining stability with a minimum decrease of AFR. This study's comparison with the existing literature demonstrates that the proposed system is effective for maintaining the AFR in IC engines during sensor faulty conditions thus reducing shutdown of engine and production loss for increased profits. SAGE Publications 2022-04-20 /pmc/articles/PMC10306154/ /pubmed/35443839 http://dx.doi.org/10.1177/00368504221094723 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Manuscript
Riaz, Umar
Amin, Arslan Ahmed
Tayyeb, Muhammad
Design of active fault-tolerant control system for Air-fuel ratio control of internal combustion engines using fuzzy logic controller
title Design of active fault-tolerant control system for Air-fuel ratio control of internal combustion engines using fuzzy logic controller
title_full Design of active fault-tolerant control system for Air-fuel ratio control of internal combustion engines using fuzzy logic controller
title_fullStr Design of active fault-tolerant control system for Air-fuel ratio control of internal combustion engines using fuzzy logic controller
title_full_unstemmed Design of active fault-tolerant control system for Air-fuel ratio control of internal combustion engines using fuzzy logic controller
title_short Design of active fault-tolerant control system for Air-fuel ratio control of internal combustion engines using fuzzy logic controller
title_sort design of active fault-tolerant control system for air-fuel ratio control of internal combustion engines using fuzzy logic controller
topic Original Manuscript
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10306154/
https://www.ncbi.nlm.nih.gov/pubmed/35443839
http://dx.doi.org/10.1177/00368504221094723
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