Solving a Multiple User Energy Source Selection Problem Using a Fuzzy Multi-Criteria Group Decision-Making Approach

In recent years, the evaluation of several energy sources is an extremely significant issue that affects socio-environmental development and techno-economic growth in different sectors. To tackle this concern, many researchers have concentrated on preferring desirable energy sources and adopting mul...

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Main Authors: Mohamed Ali Elleuch, Marwa Mallek, Ahmed Frikha, Wafik Hachicha, Awad M. Aljuaid, Murad Andejany
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/14/4313
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spelling doaj-69834accbea043c69928287a57b7fdb32021-07-23T13:39:12ZengMDPI AGEnergies1996-10732021-07-01144313431310.3390/en14144313Solving a Multiple User Energy Source Selection Problem Using a Fuzzy Multi-Criteria Group Decision-Making ApproachMohamed Ali Elleuch0Marwa Mallek1Ahmed Frikha2Wafik Hachicha3Awad M. Aljuaid4Murad Andejany5OLID Laboratory, Higher Institute of Industrial Management of Sfax, Road of Tunis km 10.5, Technopole of Sfax, University of Sfax, Sfax 3021, TunisiaOLID Laboratory, Higher Institute of Industrial Management of Sfax, Road of Tunis km 10.5, Technopole of Sfax, University of Sfax, Sfax 3021, TunisiaOLID Laboratory, Higher Institute of Industrial Management of Sfax, Road of Tunis km 10.5, Technopole of Sfax, University of Sfax, Sfax 3021, TunisiaDepartment of Industrial Engineering, College of Engineering, Taif University, P.O. Box 11099, Taif 21944, Saudi ArabiaDepartment of Industrial Engineering, College of Engineering, Taif University, P.O. Box 11099, Taif 21944, Saudi ArabiaDepartment of Industrial and Systems Engineering, College of Engineering, University of Jeddah, Jeddah 21589, Saudi ArabiaIn recent years, the evaluation of several energy sources is an extremely significant issue that affects socio-environmental development and techno-economic growth in different sectors. To tackle this concern, many researchers have concentrated on preferring desirable energy sources and adopting multi-criteria group decision-making (MCGDM) approaches for only a single type of user (e.g., agricultural, industrial, tourism, or domestic users). However, every energy user plays an important role in shaping energy policy. In fact, for sustainable energy, it is important to include all main energy users at the same time in energy decision-making. The main objective of this work was to propose a fuzzy MCGDM approach to evaluate and prioritize energy sources in Tunisia from various sectors’ point of views. Many criteria are combined, including the following: technical, economic, social, political and environmental. After applying the fuzzy Delphi method, the proposed approach consists of applying a fuzzy TOPSIS method as a multi-criteria approach. Finally, a sensitivity analysis is performed to evaluate the results of the proposed approach and to study how the optimal solution is affected by the objective function coefficients.https://www.mdpi.com/1996-1073/14/14/4313sustainable energyseveral energy sourcesdifferent usersfuzzy TOPSISsensitivity analysisTunisia
collection DOAJ
language English
format Article
sources DOAJ
author Mohamed Ali Elleuch
Marwa Mallek
Ahmed Frikha
Wafik Hachicha
Awad M. Aljuaid
Murad Andejany
spellingShingle Mohamed Ali Elleuch
Marwa Mallek
Ahmed Frikha
Wafik Hachicha
Awad M. Aljuaid
Murad Andejany
Solving a Multiple User Energy Source Selection Problem Using a Fuzzy Multi-Criteria Group Decision-Making Approach
Energies
sustainable energy
several energy sources
different users
fuzzy TOPSIS
sensitivity analysis
Tunisia
author_facet Mohamed Ali Elleuch
Marwa Mallek
Ahmed Frikha
Wafik Hachicha
Awad M. Aljuaid
Murad Andejany
author_sort Mohamed Ali Elleuch
title Solving a Multiple User Energy Source Selection Problem Using a Fuzzy Multi-Criteria Group Decision-Making Approach
title_short Solving a Multiple User Energy Source Selection Problem Using a Fuzzy Multi-Criteria Group Decision-Making Approach
title_full Solving a Multiple User Energy Source Selection Problem Using a Fuzzy Multi-Criteria Group Decision-Making Approach
title_fullStr Solving a Multiple User Energy Source Selection Problem Using a Fuzzy Multi-Criteria Group Decision-Making Approach
title_full_unstemmed Solving a Multiple User Energy Source Selection Problem Using a Fuzzy Multi-Criteria Group Decision-Making Approach
title_sort solving a multiple user energy source selection problem using a fuzzy multi-criteria group decision-making approach
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2021-07-01
description In recent years, the evaluation of several energy sources is an extremely significant issue that affects socio-environmental development and techno-economic growth in different sectors. To tackle this concern, many researchers have concentrated on preferring desirable energy sources and adopting multi-criteria group decision-making (MCGDM) approaches for only a single type of user (e.g., agricultural, industrial, tourism, or domestic users). However, every energy user plays an important role in shaping energy policy. In fact, for sustainable energy, it is important to include all main energy users at the same time in energy decision-making. The main objective of this work was to propose a fuzzy MCGDM approach to evaluate and prioritize energy sources in Tunisia from various sectors’ point of views. Many criteria are combined, including the following: technical, economic, social, political and environmental. After applying the fuzzy Delphi method, the proposed approach consists of applying a fuzzy TOPSIS method as a multi-criteria approach. Finally, a sensitivity analysis is performed to evaluate the results of the proposed approach and to study how the optimal solution is affected by the objective function coefficients.
topic sustainable energy
several energy sources
different users
fuzzy TOPSIS
sensitivity analysis
Tunisia
url https://www.mdpi.com/1996-1073/14/14/4313
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