Material Selection in Engineering Design Using Choquet Integral-Based Linguistic Operators under Hybrid Environment
The performance of phase change materials directly influences the performance and cost of thermal energy storage, and it is the first important task to select the suitable phase change materials for use in a particular kind of applications. Due to the decision maker’s knowledge field and the nature...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Wiley
2015-01-01
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| Series: | Journal of Control Science and Engineering |
| Online Access: | http://dx.doi.org/10.1155/2015/943795 |
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| _version_ | 1850220639581896704 |
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| author | Anhua Peng Xiqin Wen Kaibo Wu |
| author_facet | Anhua Peng Xiqin Wen Kaibo Wu |
| author_sort | Anhua Peng |
| collection | DOAJ |
| description | The performance of phase change materials directly influences the performance and cost of thermal energy storage, and it is the first important task to select the suitable phase change materials for use in a particular kind of applications. Due to the decision maker’s knowledge field and the nature of evaluated attributes, assessments are always with different formats, which were first unified into the linguistic terms in the basic linguistic term set. Two-additive fuzzy measures were used to model criteria interactions by pairs, and the special expressions of Marichal entropy and Choquet integral were derived, more convenient to use in practice. Fuzzy measures were identified based on the maximum of Marichal entropy, and, based on the Choquet integral, the linguistic hybrid weighted geometric averaging with interaction was developed for integrating the individual attributes’ ratings. The detailed decision making procedure was illustrated, with the material 33.2Cu as the optimal solution, which by comparison is reasonable and trustworthy. |
| format | Article |
| id | doaj-art-75a549648ec8472d8a12d20b0606e778 |
| institution | OA Journals |
| issn | 1687-5249 1687-5257 |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Control Science and Engineering |
| spelling | doaj-art-75a549648ec8472d8a12d20b0606e7782025-08-20T02:07:01ZengWileyJournal of Control Science and Engineering1687-52491687-52572015-01-01201510.1155/2015/943795943795Material Selection in Engineering Design Using Choquet Integral-Based Linguistic Operators under Hybrid EnvironmentAnhua Peng0Xiqin Wen1Kaibo Wu2Engineering Training Center, Huaihai Institute of Technology, Lianyungang, Jiangsu 222005, ChinaEngineering Training Center, Huaihai Institute of Technology, Lianyungang, Jiangsu 222005, ChinaEngineering Training Center, Huaihai Institute of Technology, Lianyungang, Jiangsu 222005, ChinaThe performance of phase change materials directly influences the performance and cost of thermal energy storage, and it is the first important task to select the suitable phase change materials for use in a particular kind of applications. Due to the decision maker’s knowledge field and the nature of evaluated attributes, assessments are always with different formats, which were first unified into the linguistic terms in the basic linguistic term set. Two-additive fuzzy measures were used to model criteria interactions by pairs, and the special expressions of Marichal entropy and Choquet integral were derived, more convenient to use in practice. Fuzzy measures were identified based on the maximum of Marichal entropy, and, based on the Choquet integral, the linguistic hybrid weighted geometric averaging with interaction was developed for integrating the individual attributes’ ratings. The detailed decision making procedure was illustrated, with the material 33.2Cu as the optimal solution, which by comparison is reasonable and trustworthy.http://dx.doi.org/10.1155/2015/943795 |
| spellingShingle | Anhua Peng Xiqin Wen Kaibo Wu Material Selection in Engineering Design Using Choquet Integral-Based Linguistic Operators under Hybrid Environment Journal of Control Science and Engineering |
| title | Material Selection in Engineering Design Using Choquet Integral-Based Linguistic Operators under Hybrid Environment |
| title_full | Material Selection in Engineering Design Using Choquet Integral-Based Linguistic Operators under Hybrid Environment |
| title_fullStr | Material Selection in Engineering Design Using Choquet Integral-Based Linguistic Operators under Hybrid Environment |
| title_full_unstemmed | Material Selection in Engineering Design Using Choquet Integral-Based Linguistic Operators under Hybrid Environment |
| title_short | Material Selection in Engineering Design Using Choquet Integral-Based Linguistic Operators under Hybrid Environment |
| title_sort | material selection in engineering design using choquet integral based linguistic operators under hybrid environment |
| url | http://dx.doi.org/10.1155/2015/943795 |
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