Research on the Reliability Allocation Method for a Wind Turbine Generator System Based on a Fuzzy Analytic Hierarchy Process Considering Multiple Factors
Given the current reliability allocation problem of wind turbine generator systems, based on the reliability allocation method of series systems, a reliability allocation model based on an improved fuzzy analytic hierarchy process (FAHP) is proposed. A three-scale standard is adopted to comprehensiv...
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| Format: | Article |
| Language: | English |
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IEEE
2021-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/9416578/ |
| _version_ | 1818479663941419008 |
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| author | Yuanyuan Wu Wenlei Sun |
| author_facet | Yuanyuan Wu Wenlei Sun |
| author_sort | Yuanyuan Wu |
| collection | DOAJ |
| description | Given the current reliability allocation problem of wind turbine generator systems, based on the reliability allocation method of series systems, a reliability allocation model based on an improved fuzzy analytic hierarchy process (FAHP) is proposed. A three-scale standard is adopted to comprehensively consider six influencing factors, such as technical level, working environment and importance, by determining the comprehensive allocation weight combined with an improved FAHP and entropy weight method. In this way, the reliability allocation calculation model for a wind turbine generator system is developed for the reliability allocation of the wind turbine generator system. Using the method developed in this study and other methods for the reliability allocation of a wind turbine generator system as examples, the allocation results are compared and analyzed. The results show that this method not only is effective but also obtains lower allocation results than those of other studies, which verifies the rationality of the present method. |
| first_indexed | 2024-12-10T11:13:44Z |
| format | Article |
| id | doaj.art-91350b6613994f838badcadd6f6e0965 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-10T11:13:44Z |
| publishDate | 2021-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-91350b6613994f838badcadd6f6e09652022-12-22T01:51:19ZengIEEEIEEE Access2169-35362021-01-019644616446710.1109/ACCESS.2021.30759759416578Research on the Reliability Allocation Method for a Wind Turbine Generator System Based on a Fuzzy Analytic Hierarchy Process Considering Multiple FactorsYuanyuan Wu0https://orcid.org/0000-0003-0048-0019Wenlei Sun1https://orcid.org/0000-0003-2287-9514School of Mechanical Engineering, Xinjiang University, Urumqi, ChinaSchool of Mechanical Engineering, Xinjiang University, Urumqi, ChinaGiven the current reliability allocation problem of wind turbine generator systems, based on the reliability allocation method of series systems, a reliability allocation model based on an improved fuzzy analytic hierarchy process (FAHP) is proposed. A three-scale standard is adopted to comprehensively consider six influencing factors, such as technical level, working environment and importance, by determining the comprehensive allocation weight combined with an improved FAHP and entropy weight method. In this way, the reliability allocation calculation model for a wind turbine generator system is developed for the reliability allocation of the wind turbine generator system. Using the method developed in this study and other methods for the reliability allocation of a wind turbine generator system as examples, the allocation results are compared and analyzed. The results show that this method not only is effective but also obtains lower allocation results than those of other studies, which verifies the rationality of the present method.https://ieeexplore.ieee.org/document/9416578/Fuzzy analytic hierarchy processentropy weight methodreliability allocationwind turbine generator system |
| spellingShingle | Yuanyuan Wu Wenlei Sun Research on the Reliability Allocation Method for a Wind Turbine Generator System Based on a Fuzzy Analytic Hierarchy Process Considering Multiple Factors IEEE Access Fuzzy analytic hierarchy process entropy weight method reliability allocation wind turbine generator system |
| title | Research on the Reliability Allocation Method for a Wind Turbine Generator System Based on a Fuzzy Analytic Hierarchy Process Considering Multiple Factors |
| title_full | Research on the Reliability Allocation Method for a Wind Turbine Generator System Based on a Fuzzy Analytic Hierarchy Process Considering Multiple Factors |
| title_fullStr | Research on the Reliability Allocation Method for a Wind Turbine Generator System Based on a Fuzzy Analytic Hierarchy Process Considering Multiple Factors |
| title_full_unstemmed | Research on the Reliability Allocation Method for a Wind Turbine Generator System Based on a Fuzzy Analytic Hierarchy Process Considering Multiple Factors |
| title_short | Research on the Reliability Allocation Method for a Wind Turbine Generator System Based on a Fuzzy Analytic Hierarchy Process Considering Multiple Factors |
| title_sort | research on the reliability allocation method for a wind turbine generator system based on a fuzzy analytic hierarchy process considering multiple factors |
| topic | Fuzzy analytic hierarchy process entropy weight method reliability allocation wind turbine generator system |
| url | https://ieeexplore.ieee.org/document/9416578/ |
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