Sustainable Energy Planning By A Group Decision Model With Entropy Weighting Method Under Interval-Valued Fuzzy Sets And Possibilistic Statistical Concepts

Forozesh, N.; Karimi, Berooz; Mirzaei, E.

doi:10.22070/jqepo.2020.5225.1135

Sustainable Energy Planning By A Group Decision Model With Entropy Weighting Method Under Interval-Valued Fuzzy Sets And Possibilistic Statistical Concepts

Document Type : Research Paper

Authors

N. Forozesh ¹

Berooz Karimi ²

E. Mirzaei ³

¹ Department of Industrial Engineering and Management Systems, Amirkabir University of Technology

² Department of Industrial Engineering and Management Systems, Amirkabir University of Technology, Tehran, Iran

³ Department of Industrial Engineering, Faculty of Engineering, Shahed University

10.22070/jqepo.2020.5225.1135

Abstract

In this paper, a new interval-valued fuzzy multi-criteria group decision-making model is proposed to evaluate each of the energy plans with sustainable development criteria for proper energy plan selection. The purpose of this study is divided into two parts: first, it is aimed at determining the weights of evaluation criteria for sustainable energy planning and second at rating sustainable energy alternatives by a group decision model under uncertainty. In the proposed method, given the concept of asymmetric data, possibilistic statistical concepts are used to make a more appropriate decision with less uncertainty consideration. A new rating system based on the reference point and a new improved version of Entropy method are introduced as the leading features of this model to determine the weight of criteria and possibilistic statistical concepts, including mean, standard deviation and cube root of skewness in the interval-valued fuzzy form, by considering positive and negative ideal points. Moreover, a practical example in the field of energy is presented and discussed, taking into account the experts experience in different fields and inaccurate concepts of information, efficiency and results of the proposed model.

Keywords

Group Decision Making

Interval-Valued Fuzzy Sets

Possibilistic Statistical Concepts

Sustainable Energy Program Selection

System Reference Point