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MULTIMOORA Method-Based Schweizer–Sklar Operations for CO(2) Geological Storage Site Selection Under Pythagorean Fuzzy Environment
The site selection of CO(2) geological storage facilities is essential for the development of safe and efficient carbon capture, utilization, and storage (CCUS) projects. Normally, CO(2) geological storage site selection can be regarded as a complex multi-criteria decision-making (MCDM) problem. The...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9981261/ http://dx.doi.org/10.1007/s44196-023-00201-0 |
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author | Yang, Yang Zhang, Chao |
author_facet | Yang, Yang Zhang, Chao |
author_sort | Yang, Yang |
collection | PubMed |
description | The site selection of CO(2) geological storage facilities is essential for the development of safe and efficient carbon capture, utilization, and storage (CCUS) projects. Normally, CO(2) geological storage site selection can be regarded as a complex multi-criteria decision-making (MCDM) problem. The aim of this paper is to present an integrated decision-making method for solving the site selection problem for CO(2) geological storage. To achieve this goal, this method is based on multi-objective optimization by ratio analysis plus the full multiplicative form (MULTIMOORA) method and prioritized aggregation operators in Pythagorean fuzzy environment. The academic contributions of this study include: first, some Pythagorean fuzzy Schweizer–Sklar prioritized aggregation (PFSSPA) operators are proposed, which take into account the priority levels of criteria and the risk preferences of decision makers. The excellent properties of these operators are given. Then this study extends the classical MULTIMOORA method based on the developed aggregation operators (named PFSSPA-MULTIMOORA), and the calculation process of this method is described in detail. Subsequently, on the basis of the constructed criteria system, the PFSSPA-MULTIMOORA method is applied to rank the alternatives. Finally, we successfully utilized the PFSSPA-MULTIMOORA method to solve the site selection problem of CO(2) geological storage in China. A comparative analysis of existing methods verifies the effectiveness and robustness of the proposed method. This work can provide advanced decision support for researchers and practitioners. |
format | Online Article Text |
id | pubmed-9981261 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-99812612023-03-03 MULTIMOORA Method-Based Schweizer–Sklar Operations for CO(2) Geological Storage Site Selection Under Pythagorean Fuzzy Environment Yang, Yang Zhang, Chao Int J Comput Intell Syst Research Article The site selection of CO(2) geological storage facilities is essential for the development of safe and efficient carbon capture, utilization, and storage (CCUS) projects. Normally, CO(2) geological storage site selection can be regarded as a complex multi-criteria decision-making (MCDM) problem. The aim of this paper is to present an integrated decision-making method for solving the site selection problem for CO(2) geological storage. To achieve this goal, this method is based on multi-objective optimization by ratio analysis plus the full multiplicative form (MULTIMOORA) method and prioritized aggregation operators in Pythagorean fuzzy environment. The academic contributions of this study include: first, some Pythagorean fuzzy Schweizer–Sklar prioritized aggregation (PFSSPA) operators are proposed, which take into account the priority levels of criteria and the risk preferences of decision makers. The excellent properties of these operators are given. Then this study extends the classical MULTIMOORA method based on the developed aggregation operators (named PFSSPA-MULTIMOORA), and the calculation process of this method is described in detail. Subsequently, on the basis of the constructed criteria system, the PFSSPA-MULTIMOORA method is applied to rank the alternatives. Finally, we successfully utilized the PFSSPA-MULTIMOORA method to solve the site selection problem of CO(2) geological storage in China. A comparative analysis of existing methods verifies the effectiveness and robustness of the proposed method. This work can provide advanced decision support for researchers and practitioners. Springer Netherlands 2023-03-02 2023 /pmc/articles/PMC9981261/ http://dx.doi.org/10.1007/s44196-023-00201-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Yang, Yang Zhang, Chao MULTIMOORA Method-Based Schweizer–Sklar Operations for CO(2) Geological Storage Site Selection Under Pythagorean Fuzzy Environment |
title | MULTIMOORA Method-Based Schweizer–Sklar Operations for CO(2) Geological Storage Site Selection Under Pythagorean Fuzzy Environment |
title_full | MULTIMOORA Method-Based Schweizer–Sklar Operations for CO(2) Geological Storage Site Selection Under Pythagorean Fuzzy Environment |
title_fullStr | MULTIMOORA Method-Based Schweizer–Sklar Operations for CO(2) Geological Storage Site Selection Under Pythagorean Fuzzy Environment |
title_full_unstemmed | MULTIMOORA Method-Based Schweizer–Sklar Operations for CO(2) Geological Storage Site Selection Under Pythagorean Fuzzy Environment |
title_short | MULTIMOORA Method-Based Schweizer–Sklar Operations for CO(2) Geological Storage Site Selection Under Pythagorean Fuzzy Environment |
title_sort | multimoora method-based schweizer–sklar operations for co(2) geological storage site selection under pythagorean fuzzy environment |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9981261/ http://dx.doi.org/10.1007/s44196-023-00201-0 |
work_keys_str_mv | AT yangyang multimooramethodbasedschweizersklaroperationsforco2geologicalstoragesiteselectionunderpythagoreanfuzzyenvironment AT zhangchao multimooramethodbasedschweizersklaroperationsforco2geologicalstoragesiteselectionunderpythagoreanfuzzyenvironment |