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author:

Pan, Xiaohong (Pan, Xiaohong.) [1] | Wang, Yingming (Wang, Yingming.) [2] (Scholars:王应明)

Indexed by:

EI Scopus SCIE

Abstract:

Selecting right renewable energy resources (RESs) is emerging as a solution to alleviate energy crisis and environmental pollution. To better address the RESs selection problems, this paper proposes an enhanced Technique for Order Preference by Similarity to Ideal Solutions (TOPSIS). Specifically, the decision information is characterized by linguistic terms and then encoded by interval type-2 fuzzy sets (IT2FSs). The current IT2FSs preprocessing models recklessly transform IT2FSs into crisp numbers, which may discount the superiority of applying fuzzy sets. Hence, we define a novel interval type-2 fuzzy projection model to measure the IT2FSs and some related theorems about the projection model are explored mathematically. Moreover, based on this new interval type-2 fuzzy projection model, an enhanced TOPSIS is proposed to calculate the closeness coefficients of alternatives. Of note, to keep information as much as possible, the obtained closeness coefficients are still IT2FSs. Finally, the Karnik-Mendel (KM) algorithms are employed to compare and rank those closeness coefficients. The effectiveness of the proposed method is demonstrated by a RESs selection case. Comparisons are also conducted to illustrate its advantages.

Keyword:

Enhanced TOPSIS method Interval type-2 fuzzy projection model Interval type-2 fuzzy sets Renewable energy resources selection

Community:

  • [ 1 ] [Pan, Xiaohong]Fuzhou Univ, Sch Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China
  • [ 2 ] [Wang, Yingming]Fuzhou Univ, Sch Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China
  • [ 3 ] [Pan, Xiaohong]Fuzhou Univ, Key Lab Spatial Data Min & Informat Sharing, Minist Educ, Fuzhou 350116, Peoples R China
  • [ 4 ] [Wang, Yingming]Fuzhou Univ, Key Lab Spatial Data Min & Informat Sharing, Minist Educ, Fuzhou 350116, Peoples R China

Reprint 's Address:

  • 王应明

    [Wang, Yingming]Fuzhou Univ, Sch Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China;;[Wang, Yingming]Fuzhou Univ, Key Lab Spatial Data Min & Informat Sharing, Minist Educ, Fuzhou 350116, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF FUZZY SYSTEMS

ISSN: 1562-2479

Year: 2020

4 . 6 7 3

JCR@2020

3 . 6 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:132

JCR Journal Grade:1

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 14

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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