T-spherical fuzzy interactive Dubois–Prade information aggregation approach for evaluating low-carbon technology impact and environmental mitigation
The concept of T-spherical fuzzy sets (T-SFSs) provides a robust optimization approach to deal with uncertainties in environmental concerns. The main objective of this paper is to introduce a hybrid approach for the power system reforms and advances of low-carbon technology to address environmental...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2024-04-01
|
| Series: | Heliyon |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2405844024049946 |
| _version_ | 1797215952173006848 |
|---|---|
| author | Toqeer Jameel Muhammad Riaz Naveed Yaqoob Muhammad Aslam |
| author_facet | Toqeer Jameel Muhammad Riaz Naveed Yaqoob Muhammad Aslam |
| author_sort | Toqeer Jameel |
| collection | DOAJ |
| description | The concept of T-spherical fuzzy sets (T-SFSs) provides a robust optimization approach to deal with uncertainties in environmental concerns. The main objective of this paper is to introduce a hybrid approach for the power system reforms and advances of low-carbon technology to address environmental concerns as well as transition towards a more sustainable energy infrastructure. To meet these objectives, various aggregation operators (AOs) are developed named as T-spherical fuzzy Dubois–Prade (T-SFDP), T-spherical fuzzy interactive Dubois–Prade weighted average (T-SFIDPWA), T-spherical fuzzy interactive Dubois–Prade ordered weighted average (T-SFIDPOWA), T-spherical fuzzy interactive Dubois–Prade weighted geometric (T-SFIDPWG), and T-spherical fuzzy interactive Dubois–Prade ordered weighted geometric (T-SFIDPOWG). These AOs are integrated in the construction CRITIC-EDAS framework, facilitating a comprehensive assessment and ranking of proposals. This paper underscores the methodology's efficacy and precision through rigorous validation with CRITIC-MAUT, CRITIC-ARAS, CRITIC-EDAS, and CRITIC-MABAC analyses, showcasing its ability to discern and prioritize reform initiatives with exactitude. Beyond enhancing the comprehension of reform proposals, this hybrid approach establishes a benchmark for future evaluations, significantly contributing to the dynamic landscape of power system optimization. The methodology's clarity and precision offer decision-makers a valuable tool for the thorough assessment and prioritization of power system reforms initiatives, fostering sustainability and environmentally conscious advancements. |
| first_indexed | 2024-04-24T11:38:14Z |
| format | Article |
| id | doaj.art-5660faa12f8440e59cfef10611ac24de |
| institution | Directory Open Access Journal |
| issn | 2405-8440 |
| language | English |
| last_indexed | 2024-04-24T11:38:14Z |
| publishDate | 2024-04-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Heliyon |
| spelling | doaj.art-5660faa12f8440e59cfef10611ac24de2024-04-10T04:29:12ZengElsevierHeliyon2405-84402024-04-01107e28963T-spherical fuzzy interactive Dubois–Prade information aggregation approach for evaluating low-carbon technology impact and environmental mitigationToqeer Jameel0Muhammad Riaz1Naveed Yaqoob2Muhammad Aslam3Department of Mathematics, University of the Punjab, Lahore, PakistanDepartment of Mathematics, University of the Punjab, Lahore, PakistanDepartment of Mathematics and Statistics, Riphah International University, I-14 Islamabad 46000, Pakistan; Corresponding author.Department of Mathematics, College of Sciences, King Khalid University, Abha 61413, Saudi ArabiaThe concept of T-spherical fuzzy sets (T-SFSs) provides a robust optimization approach to deal with uncertainties in environmental concerns. The main objective of this paper is to introduce a hybrid approach for the power system reforms and advances of low-carbon technology to address environmental concerns as well as transition towards a more sustainable energy infrastructure. To meet these objectives, various aggregation operators (AOs) are developed named as T-spherical fuzzy Dubois–Prade (T-SFDP), T-spherical fuzzy interactive Dubois–Prade weighted average (T-SFIDPWA), T-spherical fuzzy interactive Dubois–Prade ordered weighted average (T-SFIDPOWA), T-spherical fuzzy interactive Dubois–Prade weighted geometric (T-SFIDPWG), and T-spherical fuzzy interactive Dubois–Prade ordered weighted geometric (T-SFIDPOWG). These AOs are integrated in the construction CRITIC-EDAS framework, facilitating a comprehensive assessment and ranking of proposals. This paper underscores the methodology's efficacy and precision through rigorous validation with CRITIC-MAUT, CRITIC-ARAS, CRITIC-EDAS, and CRITIC-MABAC analyses, showcasing its ability to discern and prioritize reform initiatives with exactitude. Beyond enhancing the comprehension of reform proposals, this hybrid approach establishes a benchmark for future evaluations, significantly contributing to the dynamic landscape of power system optimization. The methodology's clarity and precision offer decision-makers a valuable tool for the thorough assessment and prioritization of power system reforms initiatives, fostering sustainability and environmentally conscious advancements.http://www.sciencedirect.com/science/article/pii/S2405844024049946T-spherical fuzzy numbersDubois–Prade operationsAggregation operatorsPower system reformsLow-carbon technology |
| spellingShingle | Toqeer Jameel Muhammad Riaz Naveed Yaqoob Muhammad Aslam T-spherical fuzzy interactive Dubois–Prade information aggregation approach for evaluating low-carbon technology impact and environmental mitigation Heliyon T-spherical fuzzy numbers Dubois–Prade operations Aggregation operators Power system reforms Low-carbon technology |
| title | T-spherical fuzzy interactive Dubois–Prade information aggregation approach for evaluating low-carbon technology impact and environmental mitigation |
| title_full | T-spherical fuzzy interactive Dubois–Prade information aggregation approach for evaluating low-carbon technology impact and environmental mitigation |
| title_fullStr | T-spherical fuzzy interactive Dubois–Prade information aggregation approach for evaluating low-carbon technology impact and environmental mitigation |
| title_full_unstemmed | T-spherical fuzzy interactive Dubois–Prade information aggregation approach for evaluating low-carbon technology impact and environmental mitigation |
| title_short | T-spherical fuzzy interactive Dubois–Prade information aggregation approach for evaluating low-carbon technology impact and environmental mitigation |
| title_sort | t spherical fuzzy interactive dubois prade information aggregation approach for evaluating low carbon technology impact and environmental mitigation |
| topic | T-spherical fuzzy numbers Dubois–Prade operations Aggregation operators Power system reforms Low-carbon technology |
| url | http://www.sciencedirect.com/science/article/pii/S2405844024049946 |
| work_keys_str_mv | AT toqeerjameel tsphericalfuzzyinteractiveduboispradeinformationaggregationapproachforevaluatinglowcarbontechnologyimpactandenvironmentalmitigation AT muhammadriaz tsphericalfuzzyinteractiveduboispradeinformationaggregationapproachforevaluatinglowcarbontechnologyimpactandenvironmentalmitigation AT naveedyaqoob tsphericalfuzzyinteractiveduboispradeinformationaggregationapproachforevaluatinglowcarbontechnologyimpactandenvironmentalmitigation AT muhammadaslam tsphericalfuzzyinteractiveduboispradeinformationaggregationapproachforevaluatinglowcarbontechnologyimpactandenvironmentalmitigation |