Evaluation of Gas-Fired Combi Boilers with HF-AHP-MULTIMOORA
There are many alternative gas-fired combi boilers that can be used to heat residential homes. Evaluation and selection of gas-fired combi boilers for buildings is an intricate multi-criteria decision-making (MCDM) problem involving perhaps contradictory quantifiable and qualitative criteria. In thi...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Applied Computational Intelligence and Soft Computing |
| Online Access: | http://dx.doi.org/10.1155/2022/9225491 |
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| author | Funda Samanlioglu Zeki Ayağ Gökhan Kirkil Esra Yucal |
| author_facet | Funda Samanlioglu Zeki Ayağ Gökhan Kirkil Esra Yucal |
| author_sort | Funda Samanlioglu |
| collection | DOAJ |
| description | There are many alternative gas-fired combi boilers that can be used to heat residential homes. Evaluation and selection of gas-fired combi boilers for buildings is an intricate multi-criteria decision-making (MCDM) problem involving perhaps contradictory quantifiable and qualitative criteria. In this research, as the MCDM approach, hesitant fuzzy linguistic analytic hierarchy process (HF-AHP) and hesitant fuzzy linguistic “multiple objective optimization based on ratio analysis plus full multiplicative form (MULTIMOORA)” (HF-MULTIMOORA) are integrated to assess and rank combi boiler alternatives for buildings. First, with HF-AHP, fuzzy criteria weights are determined and then with HF-MULTIMOORA, boiler alternatives are ranked from best to worst. In this integrated HF-AHP-MULTIMOORA method, evaluations of decision-makers are combined with fuzzy envelope approach and then triangular fuzzy numbers are utilized. For comparison analysis, HF-AHP-TOPSIS method is also applied to the same problem. A case study in Turkey is presented where ten combi boiler alternatives are assessed based on fifteen criteria by five decision-makers. We have used various selection criteria for boilers ranging from maximum temperature, heating capacity up to environmental effects and decided on the best combi boiler for heating residential buildings in Turkey. |
| format | Article |
| id | doaj-art-a7db083647574b34bc9b32be0db331bc |
| institution | Kabale University |
| issn | 1687-9732 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Applied Computational Intelligence and Soft Computing |
| spelling | doaj-art-a7db083647574b34bc9b32be0db331bc2025-08-20T03:38:49ZengWileyApplied Computational Intelligence and Soft Computing1687-97322022-01-01202210.1155/2022/9225491Evaluation of Gas-Fired Combi Boilers with HF-AHP-MULTIMOORAFunda Samanlioglu0Zeki Ayağ1Gökhan Kirkil2Esra Yucal3Department of Industrial EngineeringDepartment of Industrial EngineeringDepartment of Industrial EngineeringDepartment of Industrial EngineeringThere are many alternative gas-fired combi boilers that can be used to heat residential homes. Evaluation and selection of gas-fired combi boilers for buildings is an intricate multi-criteria decision-making (MCDM) problem involving perhaps contradictory quantifiable and qualitative criteria. In this research, as the MCDM approach, hesitant fuzzy linguistic analytic hierarchy process (HF-AHP) and hesitant fuzzy linguistic “multiple objective optimization based on ratio analysis plus full multiplicative form (MULTIMOORA)” (HF-MULTIMOORA) are integrated to assess and rank combi boiler alternatives for buildings. First, with HF-AHP, fuzzy criteria weights are determined and then with HF-MULTIMOORA, boiler alternatives are ranked from best to worst. In this integrated HF-AHP-MULTIMOORA method, evaluations of decision-makers are combined with fuzzy envelope approach and then triangular fuzzy numbers are utilized. For comparison analysis, HF-AHP-TOPSIS method is also applied to the same problem. A case study in Turkey is presented where ten combi boiler alternatives are assessed based on fifteen criteria by five decision-makers. We have used various selection criteria for boilers ranging from maximum temperature, heating capacity up to environmental effects and decided on the best combi boiler for heating residential buildings in Turkey.http://dx.doi.org/10.1155/2022/9225491 |
| spellingShingle | Funda Samanlioglu Zeki Ayağ Gökhan Kirkil Esra Yucal Evaluation of Gas-Fired Combi Boilers with HF-AHP-MULTIMOORA Applied Computational Intelligence and Soft Computing |
| title | Evaluation of Gas-Fired Combi Boilers with HF-AHP-MULTIMOORA |
| title_full | Evaluation of Gas-Fired Combi Boilers with HF-AHP-MULTIMOORA |
| title_fullStr | Evaluation of Gas-Fired Combi Boilers with HF-AHP-MULTIMOORA |
| title_full_unstemmed | Evaluation of Gas-Fired Combi Boilers with HF-AHP-MULTIMOORA |
| title_short | Evaluation of Gas-Fired Combi Boilers with HF-AHP-MULTIMOORA |
| title_sort | evaluation of gas fired combi boilers with hf ahp multimoora |
| url | http://dx.doi.org/10.1155/2022/9225491 |
| work_keys_str_mv | AT fundasamanlioglu evaluationofgasfiredcombiboilerswithhfahpmultimoora AT zekiayag evaluationofgasfiredcombiboilerswithhfahpmultimoora AT gokhankirkil evaluationofgasfiredcombiboilerswithhfahpmultimoora AT esrayucal evaluationofgasfiredcombiboilerswithhfahpmultimoora |