An Integrated Mathematical Attitude Utilizing Fully Fuzzy BWM and Fuzzy WASPAS for Risk Evaluation in a SOFC

Nowadays, because of the energy crisis, combined heat and power systems have notable benefits. One of the best devices is SOFC (Solid Oxide Fuel Cell) which joins heat and power frameworks. Some considerable failure modes arise that can affect these devices’ productivity. Generally, failure modes ev...

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Main Authors: Zeyu Lin, Hamdi Ayed, Belgacem Bouallegue, Hana Tomaskova, Saeid Jafarzadeh Ghoushchi, Gholamreza Haseli
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/9/18/2328
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spelling doaj-ef36042b425840ffb86db3661ab81bab2021-09-26T00:38:40ZengMDPI AGMathematics2227-73902021-09-0192328232810.3390/math9182328An Integrated Mathematical Attitude Utilizing Fully Fuzzy BWM and Fuzzy WASPAS for Risk Evaluation in a SOFCZeyu Lin0Hamdi Ayed1Belgacem Bouallegue2Hana Tomaskova3Saeid Jafarzadeh Ghoushchi4Gholamreza Haseli5Ningbo Institute of Future Economics Co., Ltd., Ningbo 315000, ChinaDepartment of Civil Engineering, College of Engineering, King Khalid University, Abha 61421, Saudi ArabiaDepartment of Computer Engineering, College of Computer Science, King Khalid University, Abha 61421, Saudi ArabiaFaculty of Informatics and Management, University of Hradec Kralove, 50003 Hradec Kralove, Czech RepublicFaculty of Industrial Engineering, Urmia University of Technology, Urmia 17165-57166, IranDepartment of Management, Faculty of Economic, Management and Social Science, Shiraz University, Shiraz 71345, IranNowadays, because of the energy crisis, combined heat and power systems have notable benefits. One of the best devices is SOFC (Solid Oxide Fuel Cell) which joins heat and power frameworks. Some considerable failure modes arise that can affect these devices’ productivity. Generally, failure modes evaluations need an experts team to achieve uncertainties belongs to the risk assessment procedure. To improve the efficiency of the routine FMEA methodology and to represent a suitable hybrid fuzzy MCDM approach for FMEA, in this work, fully fuzzy best-worst method (FF-BWM) is employed to achieve the risk factors weights then fuzzy weighted aggregated sum product assessment (F-WASPAS) approach to detect the failure modes priorities is utilized. Ultimately, the sensitivity analyses demonstrate that the offered framework is verified and can make applicable data in risk management decision-making evaluation.https://www.mdpi.com/2227-7390/9/18/2328fully fuzzybest-worst methodWASPASTFNsfailure modesSOFC
collection DOAJ
language English
format Article
sources DOAJ
author Zeyu Lin
Hamdi Ayed
Belgacem Bouallegue
Hana Tomaskova
Saeid Jafarzadeh Ghoushchi
Gholamreza Haseli
spellingShingle Zeyu Lin
Hamdi Ayed
Belgacem Bouallegue
Hana Tomaskova
Saeid Jafarzadeh Ghoushchi
Gholamreza Haseli
An Integrated Mathematical Attitude Utilizing Fully Fuzzy BWM and Fuzzy WASPAS for Risk Evaluation in a SOFC
Mathematics
fully fuzzy
best-worst method
WASPAS
TFNs
failure modes
SOFC
author_facet Zeyu Lin
Hamdi Ayed
Belgacem Bouallegue
Hana Tomaskova
Saeid Jafarzadeh Ghoushchi
Gholamreza Haseli
author_sort Zeyu Lin
title An Integrated Mathematical Attitude Utilizing Fully Fuzzy BWM and Fuzzy WASPAS for Risk Evaluation in a SOFC
title_short An Integrated Mathematical Attitude Utilizing Fully Fuzzy BWM and Fuzzy WASPAS for Risk Evaluation in a SOFC
title_full An Integrated Mathematical Attitude Utilizing Fully Fuzzy BWM and Fuzzy WASPAS for Risk Evaluation in a SOFC
title_fullStr An Integrated Mathematical Attitude Utilizing Fully Fuzzy BWM and Fuzzy WASPAS for Risk Evaluation in a SOFC
title_full_unstemmed An Integrated Mathematical Attitude Utilizing Fully Fuzzy BWM and Fuzzy WASPAS for Risk Evaluation in a SOFC
title_sort integrated mathematical attitude utilizing fully fuzzy bwm and fuzzy waspas for risk evaluation in a sofc
publisher MDPI AG
series Mathematics
issn 2227-7390
publishDate 2021-09-01
description Nowadays, because of the energy crisis, combined heat and power systems have notable benefits. One of the best devices is SOFC (Solid Oxide Fuel Cell) which joins heat and power frameworks. Some considerable failure modes arise that can affect these devices’ productivity. Generally, failure modes evaluations need an experts team to achieve uncertainties belongs to the risk assessment procedure. To improve the efficiency of the routine FMEA methodology and to represent a suitable hybrid fuzzy MCDM approach for FMEA, in this work, fully fuzzy best-worst method (FF-BWM) is employed to achieve the risk factors weights then fuzzy weighted aggregated sum product assessment (F-WASPAS) approach to detect the failure modes priorities is utilized. Ultimately, the sensitivity analyses demonstrate that the offered framework is verified and can make applicable data in risk management decision-making evaluation.
topic fully fuzzy
best-worst method
WASPAS
TFNs
failure modes
SOFC
url https://www.mdpi.com/2227-7390/9/18/2328
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