TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy Set
Many criteria must be taken into account while selecting the best renewable energy source (RES), which necessitates a sophisticated multi-criteria decision-making (MCDM) procedure. Conflicting norms, as well as insufficient and inaccurate information, make this endeavour challenging. The theory of m...
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| Format: | Article |
| Language: | English |
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Ram Arti Publishers
2023-10-01
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| Series: | International Journal of Mathematical, Engineering and Management Sciences |
| Subjects: | |
| Online Access: | https://www.ijmems.in/cms/storage/app/public/uploads/volumes/56-IJMEMS-23-0189-8-5-979-990-2023.pdf |
| _version_ | 1797740906615406592 |
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| author | Bhagawati Prasad Joshi Navneet Joshi Alexander Gegov |
| author_facet | Bhagawati Prasad Joshi Navneet Joshi Alexander Gegov |
| author_sort | Bhagawati Prasad Joshi |
| collection | DOAJ |
| description | Many criteria must be taken into account while selecting the best renewable energy source (RES), which necessitates a sophisticated multi-criteria decision-making (MCDM) procedure. Conflicting norms, as well as insufficient and inaccurate information, make this endeavour challenging. The theory of moderator intuitionistic fuzzy set (MIFS), a generalization of intuitionistic fuzzy sets (IFSs) has been developed to handle these uncertainties. The MIFS also helps to get a higher degree of precision in the uncertain behaviours due to the moderator parameter. In this paper, first some distance measures are presented for MIFSs, and then, on the basis of the proposed distances, we suggest a TOPSIS technique for choosing the best RES inside MIFS architecture. The efficacy of the proposed MIFS-based TOPSIS technique is put to the test by comparing different wind generating systems in a case study. The findings of the study are then compared in order to demonstrate that the suggested method is superior to the existing ones. |
| first_indexed | 2024-03-12T14:19:16Z |
| format | Article |
| id | doaj.art-2bb5f2712bb24174a096d53486db0554 |
| institution | Directory Open Access Journal |
| issn | 2455-7749 |
| language | English |
| last_indexed | 2024-03-12T14:19:16Z |
| publishDate | 2023-10-01 |
| publisher | Ram Arti Publishers |
| record_format | Article |
| series | International Journal of Mathematical, Engineering and Management Sciences |
| spelling | doaj.art-2bb5f2712bb24174a096d53486db05542023-08-19T10:12:05ZengRam Arti PublishersInternational Journal of Mathematical, Engineering and Management Sciences2455-77492023-10-0185979990https://doi.org/10.33889/IJMEMS.2023.8.5.056TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy SetBhagawati Prasad Joshi0Navneet Joshi1Alexander Gegov2Department of Mathematics, Graphic Era Hill University, 263136, Bhimtal, India.Department of Mathematics, Graphic Era Hill University, 263136, Bhimtal, India.School of Computing, University of Portsmouth, Portsmouth, PO1 3HE, UK.Many criteria must be taken into account while selecting the best renewable energy source (RES), which necessitates a sophisticated multi-criteria decision-making (MCDM) procedure. Conflicting norms, as well as insufficient and inaccurate information, make this endeavour challenging. The theory of moderator intuitionistic fuzzy set (MIFS), a generalization of intuitionistic fuzzy sets (IFSs) has been developed to handle these uncertainties. The MIFS also helps to get a higher degree of precision in the uncertain behaviours due to the moderator parameter. In this paper, first some distance measures are presented for MIFSs, and then, on the basis of the proposed distances, we suggest a TOPSIS technique for choosing the best RES inside MIFS architecture. The efficacy of the proposed MIFS-based TOPSIS technique is put to the test by comparing different wind generating systems in a case study. The findings of the study are then compared in order to demonstrate that the suggested method is superior to the existing ones.https://www.ijmems.in/cms/storage/app/public/uploads/volumes/56-IJMEMS-23-0189-8-5-979-990-2023.pdfrenewable energy (re)renewable energy source (res)intuitionistic fuzzy set (ifs)moderator ifs (mifs)topsismcdm |
| spellingShingle | Bhagawati Prasad Joshi Navneet Joshi Alexander Gegov TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy Set International Journal of Mathematical, Engineering and Management Sciences renewable energy (re) renewable energy source (res) intuitionistic fuzzy set (ifs) moderator ifs (mifs) topsis mcdm |
| title | TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy Set |
| title_full | TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy Set |
| title_fullStr | TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy Set |
| title_full_unstemmed | TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy Set |
| title_short | TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy Set |
| title_sort | topsis based renewable energy source selection using moderator intuitionistic fuzzy set |
| topic | renewable energy (re) renewable energy source (res) intuitionistic fuzzy set (ifs) moderator ifs (mifs) topsis mcdm |
| url | https://www.ijmems.in/cms/storage/app/public/uploads/volumes/56-IJMEMS-23-0189-8-5-979-990-2023.pdf |
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