Araştırma Makalesi

A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT

Cilt: 17 Sayı: 2 30 Haziran 2019
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A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT

Öz

This study aims to rank alternative sustainable energy systems and to present the most convenient one utilizing a MCDM methodology based on integration of intuitionistic fuzzy ELECTRE and VIKOR methods. Four experts on sustainable energy have assessed the alternative energy systems, namely biomass, solar and wind energy systems according to sustainability criteria, which are divided into 4 main categories, namely environmental, social, economic and technical. In this scope, 16 sub-criteria are determined and the values of these sub-criteria are determined by the experts using linguistic variables expressed by intuitionistic fuzzy numbers. The weights of decision makers and criteria with significant contribution on the ranking procedure are specified via Entropy method. The methodology reveals that Solar Energy is the most convenient energy system for Turkey, whereas the ranks of wind and biomass systems change according to different decision making strategies.

Anahtar Kelimeler

Destekleyen Kurum

Dokuz Eylül University Scientific Research Coordination Unit

Proje Numarası

2017.KB.FEN.026

Kaynakça

  1. Atanassov, K. T. (1986) “Intuitionistic Fuzzy Sets”, Fuzzy Sets and Systems, 20(1): 87-96.
  2. Boran, F. E., Boran, K., and Menlik, T. (2012) “The Evaluation of Renewable Energy Technologies for Electricity Generation in Turkey Using Intuitionistic Fuzzy TOPSIS”, Energy Source, Part B: Economics, Planning and Policy, 7(1): 81–90.
  3. Boran, F. E., Genc, S., Kurt, M. and Akay, D. (2009) “A Multi-criteria Intuitionistic Fuzzy Group Decision Making for Supplier Selection with TOPSIS Method”, Expert Systems with Applications, 36(8): 11363–11368.
  4. Büyüközkan, G. and Güleryüz, S. (2017) “Evaluation of Renewable Energy Sources in Turkey using an Integrated MCDM Approach with Linguistic Interval Fuzzy Preference Relations”, Energy, 123: 149-163.
  5. Çalı, S. and Balaman, Ş. Y. (2018) “An Entropy Based Group Decision Making Model Integrating ELECTRE and VIKOR under Intuitionistic Fuzzy Environment”, In the proceedings (book) of the XIII Balkan Conference of Operational Research, Belgrade - Serbia.
  6. Çelikbilek, Y. and Tüysüz, F. (2016) “An Integrated Grey based Multi-criteria Decision Making Approach for the Evaluation of Renewable Energy Sources”, Energy, 115: 1246-1258.
  7. Diaby, V., Campbell, K. and Goeree, R. (2013) “Multi-criteria Decision Analysis (MCDA) in Health Care: A Bibliometric Analysis”, Operations Research for Health Care, 2(1-2): 20-24.
  8. Erol, Ö. and Kılkış, B. (2012) “An Energy Source Policy Assessment using Analytical Hierarchy Process”, Energy Conversion and management, 63: 245-252.

Ayrıntılar

Birincil Dil

İngilizce

Konular

-

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

30 Haziran 2019

Gönderilme Tarihi

24 Eylül 2018

Kabul Tarihi

30 Haziran 2019

Yayımlandığı Sayı

Yıl 2019 Cilt: 17 Sayı: 2

Kaynak Göster

APA
Yılmaz Balaman, Ş., & Çalı, S. (2019). A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT. Journal of Management and Economics Research, 17(2), 21-41. https://doi.org/10.11611/yead.463223
AMA
1.Yılmaz Balaman Ş, Çalı S. A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT. Journal of Management and Economics Research. 2019;17(2):21-41. doi:10.11611/yead.463223
Chicago
Yılmaz Balaman, Şebnem, ve Sedef Çalı. 2019. “A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT”. Journal of Management and Economics Research 17 (2): 21-41. https://doi.org/10.11611/yead.463223.
EndNote
Yılmaz Balaman Ş, Çalı S (01 Haziran 2019) A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT. Journal of Management and Economics Research 17 2 21–41.
IEEE
[1]Ş. Yılmaz Balaman ve S. Çalı, “A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT”, Journal of Management and Economics Research, c. 17, sy 2, ss. 21–41, Haz. 2019, doi: 10.11611/yead.463223.
ISNAD
Yılmaz Balaman, Şebnem - Çalı, Sedef. “A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT”. Journal of Management and Economics Research 17/2 (01 Haziran 2019): 21-41. https://doi.org/10.11611/yead.463223.
JAMA
1.Yılmaz Balaman Ş, Çalı S. A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT. Journal of Management and Economics Research. 2019;17:21–41.
MLA
Yılmaz Balaman, Şebnem, ve Sedef Çalı. “A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT”. Journal of Management and Economics Research, c. 17, sy 2, Haziran 2019, ss. 21-41, doi:10.11611/yead.463223.
Vancouver
1.Şebnem Yılmaz Balaman, Sedef Çalı. A DECISION PROCEDURE FOR SUSTAINABLE ENERGY MANAGEMENT AND PLANNING BASED ON MULTI CRITERIA DECISION MAKING UNDER INTUITIONISTIC FUZZY ENVIRONMENT. Journal of Management and Economics Research. 01 Haziran 2019;17(2):21-4. doi:10.11611/yead.463223