Trust-Based Petri Net Model for Fault Detection and Treatment in Automated Manufacturing Systems

Automated manufacturing systems (AMSs) are vulnerable to failures. Trust evaluation is becoming a novel technique for detecting faults in AMSs. In this article, a two-step robust deadlock control strategy for systems with unreliable resources is proposed. Recovery subnets are added for all failure-p...

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Autores principales:	Ebrahim Ali Alzalab, Ahmed M. El-Sherbeeny, Mohammed A. El-Meligy, Hafiz Tayyab Rauf
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Fault detection fault treatment deadlock colored Petri net automated manufacturing system trust model Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/32e74e5f26f3439496469bc115b75866
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spelling	oai:doaj.org-article:32e74e5f26f3439496469bc115b758662021-12-03T00:00:22ZTrust-Based Petri Net Model for Fault Detection and Treatment in Automated Manufacturing Systems2169-353610.1109/ACCESS.2021.3128206https://doaj.org/article/32e74e5f26f3439496469bc115b758662021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9615089/https://doaj.org/toc/2169-3536Automated manufacturing systems (AMSs) are vulnerable to failures. Trust evaluation is becoming a novel technique for detecting faults in AMSs. In this article, a two-step robust deadlock control strategy for systems with unreliable resources is proposed. Recovery subnets are added for all failure-prone resources of the system model in the first step based on Petri nets. The recovery subnets are applied to a system to ensure the system works in a reliable model. In the second step, a novel hybrid technique combining a trust-model and colored Petri nets is proposed to the detection and handling of faults obtained in the first step. The proposed approach includes the descriptive features of a modular Petri net integration with the trust method. It provides the combination of three kinds of procedures: management of all resource failures, detection, and treatment of faults in a system. Consequently, the proposed model considers not only resolving resource failures in AMSs, but also their treatment once they are detected. Finally, an example from the literature is used to test the proposed approach.Ebrahim Ali AlzalabAhmed M. El-SherbeenyMohammed A. El-MeligyHafiz Tayyab RaufIEEEarticleFault detectionfault treatmentdeadlockcolored Petri netautomated manufacturing systemtrust modelElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 157997-158009 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Fault detection fault treatment deadlock colored Petri net automated manufacturing system trust model Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Fault detection fault treatment deadlock colored Petri net automated manufacturing system trust model Electrical engineering. Electronics. Nuclear engineering TK1-9971 Ebrahim Ali Alzalab Ahmed M. El-Sherbeeny Mohammed A. El-Meligy Hafiz Tayyab Rauf Trust-Based Petri Net Model for Fault Detection and Treatment in Automated Manufacturing Systems
description	Automated manufacturing systems (AMSs) are vulnerable to failures. Trust evaluation is becoming a novel technique for detecting faults in AMSs. In this article, a two-step robust deadlock control strategy for systems with unreliable resources is proposed. Recovery subnets are added for all failure-prone resources of the system model in the first step based on Petri nets. The recovery subnets are applied to a system to ensure the system works in a reliable model. In the second step, a novel hybrid technique combining a trust-model and colored Petri nets is proposed to the detection and handling of faults obtained in the first step. The proposed approach includes the descriptive features of a modular Petri net integration with the trust method. It provides the combination of three kinds of procedures: management of all resource failures, detection, and treatment of faults in a system. Consequently, the proposed model considers not only resolving resource failures in AMSs, but also their treatment once they are detected. Finally, an example from the literature is used to test the proposed approach.
format	article
author	Ebrahim Ali Alzalab Ahmed M. El-Sherbeeny Mohammed A. El-Meligy Hafiz Tayyab Rauf
author_facet	Ebrahim Ali Alzalab Ahmed M. El-Sherbeeny Mohammed A. El-Meligy Hafiz Tayyab Rauf
author_sort	Ebrahim Ali Alzalab
title	Trust-Based Petri Net Model for Fault Detection and Treatment in Automated Manufacturing Systems
title_short	Trust-Based Petri Net Model for Fault Detection and Treatment in Automated Manufacturing Systems
title_full	Trust-Based Petri Net Model for Fault Detection and Treatment in Automated Manufacturing Systems
title_fullStr	Trust-Based Petri Net Model for Fault Detection and Treatment in Automated Manufacturing Systems
title_full_unstemmed	Trust-Based Petri Net Model for Fault Detection and Treatment in Automated Manufacturing Systems
title_sort	trust-based petri net model for fault detection and treatment in automated manufacturing systems
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/32e74e5f26f3439496469bc115b75866
work_keys_str_mv	AT ebrahimalialzalab trustbasedpetrinetmodelforfaultdetectionandtreatmentinautomatedmanufacturingsystems AT ahmedmelsherbeeny trustbasedpetrinetmodelforfaultdetectionandtreatmentinautomatedmanufacturingsystems AT mohammedaelmeligy trustbasedpetrinetmodelforfaultdetectionandtreatmentinautomatedmanufacturingsystems AT hafiztayyabrauf trustbasedpetrinetmodelforfaultdetectionandtreatmentinautomatedmanufacturingsystems
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Trust-Based Petri Net Model for Fault Detection and Treatment in Automated Manufacturing Systems

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