Selecting a Project Delivery System for Wastewater Treatment Plants With Related-Indicators Under a Pythagorean Fuzzy Environment
Identifying appropriate project delivery systems for wastewater treatment plants (PDSWTPs) plays an important role for wastewater industry decision makers. This study aims to develop a PDSWTP selection model to deal with the related-indicators case by combining the advantages of Pythagorean fuzzy se...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2022-06-01
|
Series: | Frontiers in Environmental Science |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fenvs.2022.883630/full |
_version_ | 1818203926486319104 |
---|---|
author | Huimin Li Huimin Li Yongchao Cao Limin Su Fuqiang Wang |
author_facet | Huimin Li Huimin Li Yongchao Cao Limin Su Fuqiang Wang |
author_sort | Huimin Li |
collection | DOAJ |
description | Identifying appropriate project delivery systems for wastewater treatment plants (PDSWTPs) plays an important role for wastewater industry decision makers. This study aims to develop a PDSWTP selection model to deal with the related-indicators case by combining the advantages of Pythagorean fuzzy sets and Bonferroni mean operators. The works of this study are as follows: 1) the case with related indicators is innovatively considered as specific to the water industry, and Bonferroni mean operator and Pythagorean fuzzy sets are introduced to PDSWTP selection, which can handle complexity and fuzziness for the actual application. 2) Pythagorean fuzzy weighted Bonferroni mean (PFWBM) and Pythagorean fuzzy weighted geometry Bonferroni mean (PFWGBM) operators are used to aggregate all related indicators in PDSWTP selection, and taking full advantage of PFWBM and PFWGBM operators, a selection framework for PDSWTPs is constructed. 3) To show the robustness, the PDSWTP selection results were given with different parameters in the proposed operators. Finally, a practice example is created, and the results shown are effective and applicable. |
first_indexed | 2024-12-12T03:33:06Z |
format | Article |
id | doaj.art-307bee69061242dfbb092267962c8666 |
institution | Directory Open Access Journal |
issn | 2296-665X |
language | English |
last_indexed | 2024-12-12T03:33:06Z |
publishDate | 2022-06-01 |
publisher | Frontiers Media S.A. |
record_format | Article |
series | Frontiers in Environmental Science |
spelling | doaj.art-307bee69061242dfbb092267962c86662022-12-22T00:39:52ZengFrontiers Media S.A.Frontiers in Environmental Science2296-665X2022-06-011010.3389/fenvs.2022.883630883630Selecting a Project Delivery System for Wastewater Treatment Plants With Related-Indicators Under a Pythagorean Fuzzy EnvironmentHuimin Li0Huimin Li1Yongchao Cao2Limin Su3Fuqiang Wang4Department of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, ChinaHenan Key Laboratory of Water Environment Simulation and Treatment, Zhengzhou, ChinaSchool of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou, ChinaSchool of Mathematics and Statistics, North China University of Water Resources and Electric Power, Zhengzhou, ChinaDepartment of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, ChinaIdentifying appropriate project delivery systems for wastewater treatment plants (PDSWTPs) plays an important role for wastewater industry decision makers. This study aims to develop a PDSWTP selection model to deal with the related-indicators case by combining the advantages of Pythagorean fuzzy sets and Bonferroni mean operators. The works of this study are as follows: 1) the case with related indicators is innovatively considered as specific to the water industry, and Bonferroni mean operator and Pythagorean fuzzy sets are introduced to PDSWTP selection, which can handle complexity and fuzziness for the actual application. 2) Pythagorean fuzzy weighted Bonferroni mean (PFWBM) and Pythagorean fuzzy weighted geometry Bonferroni mean (PFWGBM) operators are used to aggregate all related indicators in PDSWTP selection, and taking full advantage of PFWBM and PFWGBM operators, a selection framework for PDSWTPs is constructed. 3) To show the robustness, the PDSWTP selection results were given with different parameters in the proposed operators. Finally, a practice example is created, and the results shown are effective and applicable.https://www.frontiersin.org/articles/10.3389/fenvs.2022.883630/fullwastewater treatment plant projectproject delivery system selectionpythagorean fuzzy setbonferroni mean operatorpythagorean fuzzy weighted bonferroni mean operatorpythagorean fuzzy geometric weighted bonferroni mean operator |
spellingShingle | Huimin Li Huimin Li Yongchao Cao Limin Su Fuqiang Wang Selecting a Project Delivery System for Wastewater Treatment Plants With Related-Indicators Under a Pythagorean Fuzzy Environment Frontiers in Environmental Science wastewater treatment plant project project delivery system selection pythagorean fuzzy set bonferroni mean operator pythagorean fuzzy weighted bonferroni mean operator pythagorean fuzzy geometric weighted bonferroni mean operator |
title | Selecting a Project Delivery System for Wastewater Treatment Plants With Related-Indicators Under a Pythagorean Fuzzy Environment |
title_full | Selecting a Project Delivery System for Wastewater Treatment Plants With Related-Indicators Under a Pythagorean Fuzzy Environment |
title_fullStr | Selecting a Project Delivery System for Wastewater Treatment Plants With Related-Indicators Under a Pythagorean Fuzzy Environment |
title_full_unstemmed | Selecting a Project Delivery System for Wastewater Treatment Plants With Related-Indicators Under a Pythagorean Fuzzy Environment |
title_short | Selecting a Project Delivery System for Wastewater Treatment Plants With Related-Indicators Under a Pythagorean Fuzzy Environment |
title_sort | selecting a project delivery system for wastewater treatment plants with related indicators under a pythagorean fuzzy environment |
topic | wastewater treatment plant project project delivery system selection pythagorean fuzzy set bonferroni mean operator pythagorean fuzzy weighted bonferroni mean operator pythagorean fuzzy geometric weighted bonferroni mean operator |
url | https://www.frontiersin.org/articles/10.3389/fenvs.2022.883630/full |
work_keys_str_mv | AT huiminli selectingaprojectdeliverysystemforwastewatertreatmentplantswithrelatedindicatorsunderapythagoreanfuzzyenvironment AT huiminli selectingaprojectdeliverysystemforwastewatertreatmentplantswithrelatedindicatorsunderapythagoreanfuzzyenvironment AT yongchaocao selectingaprojectdeliverysystemforwastewatertreatmentplantswithrelatedindicatorsunderapythagoreanfuzzyenvironment AT liminsu selectingaprojectdeliverysystemforwastewatertreatmentplantswithrelatedindicatorsunderapythagoreanfuzzyenvironment AT fuqiangwang selectingaprojectdeliverysystemforwastewatertreatmentplantswithrelatedindicatorsunderapythagoreanfuzzyenvironment |