Advances in intelligent design of single crystal superalloys and protective coatings
As the turbine inlet temperatures of aero engines continue to rise， there is an urgent need to develop a new generation of single-crystal superalloys and their thermal protective coatings for turbine blades. In order to meet the stringent requirements for the comprehensive performance of high-temper...
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| Format: | Article |
| Language: | zho |
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Journal of Aeronautical Materials
2024-10-01
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| Series: | Journal of Aeronautical Materials |
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| Online Access: | http://jam.biam.ac.cn/article/doi/10.11868/j.issn.1005-5053.2024.000109 |
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| author | XING Yifeng YIN Aobo GENG Lilun YANG Fan RU Yi ZHAO Wenyue PEI Yanling LI Shusuo GONG Shengkai |
| author_facet | XING Yifeng YIN Aobo GENG Lilun YANG Fan RU Yi ZHAO Wenyue PEI Yanling LI Shusuo GONG Shengkai |
| author_sort | XING Yifeng |
| collection | DOAJ |
| description | As the turbine inlet temperatures of aero engines continue to rise， there is an urgent need to develop a new generation of single-crystal superalloys and their thermal protective coatings for turbine blades. In order to meet the stringent requirements for the comprehensive performance of high-temperature structural materials in the complex service environments of aero engines， the intelligent design research of single crystal superalloys and thermal protection coatings has been gradually carried out at home and abroad in recent years under the promotion of material integrated computational engineering and material informatics. This paper reviews the latest research progress in the design of novel single-crystal superalloys and thermal protective coatings by utilizing multi-scale computational simulations and machine learning methods. The findings confirm that multi-scale computational simulations offer robust theoretical support for understanding the strengthening and toughening mechanisms of single-crystal superalloys， as well as the oxidation resistance and diffusion protective mechanisms of thermal protective coatings. Additionally， the study highlights the reliability and significant potential of machine learning in constructing intrinsic "composition-structure-property" relationship for high-temperature structural materials. This approach paves an intelligent and efficient new pathway for the rapid development of next-generation high-temperature single-crystal superalloys and thermal protective coatings. |
| format | Article |
| id | doaj-art-031a6eeca5684e6485cf036226bd92c1 |
| institution | OA Journals |
| issn | 1005-5053 |
| language | zho |
| publishDate | 2024-10-01 |
| publisher | Journal of Aeronautical Materials |
| record_format | Article |
| series | Journal of Aeronautical Materials |
| spelling | doaj-art-031a6eeca5684e6485cf036226bd92c12025-08-20T02:12:03ZzhoJournal of Aeronautical MaterialsJournal of Aeronautical Materials1005-50532024-10-01445708510.11868/j.issn.1005-5053.2024.000109a2024-0109Advances in intelligent design of single crystal superalloys and protective coatingsXING Yifeng0YIN Aobo1GENG Lilun2YANG Fan3RU Yi4ZHAO Wenyue5PEI Yanling6LI Shusuo7GONG Shengkai8School of Materials Science and Engineering，Beihang University，Beijing 100191，ChinaSchool of Materials Science and Engineering，Beihang University，Beijing 100191，ChinaSchool of Materials Science and Engineering，Beihang University，Beijing 100191，ChinaSchool of Materials Science and Engineering，Beihang University，Beijing 100191，ChinaSchool of Materials Science and Engineering，Beihang University，Beijing 100191，ChinaSchool of Materials Science and Engineering，Beihang University，Beijing 100191，ChinaSchool of Materials Science and Engineering，Beihang University，Beijing 100191，ChinaResearch Institute of Aero-Engine，Beihang University，Beijing 100191，ChinaSchool of Materials Science and Engineering，Beihang University，Beijing 100191，ChinaAs the turbine inlet temperatures of aero engines continue to rise， there is an urgent need to develop a new generation of single-crystal superalloys and their thermal protective coatings for turbine blades. In order to meet the stringent requirements for the comprehensive performance of high-temperature structural materials in the complex service environments of aero engines， the intelligent design research of single crystal superalloys and thermal protection coatings has been gradually carried out at home and abroad in recent years under the promotion of material integrated computational engineering and material informatics. This paper reviews the latest research progress in the design of novel single-crystal superalloys and thermal protective coatings by utilizing multi-scale computational simulations and machine learning methods. The findings confirm that multi-scale computational simulations offer robust theoretical support for understanding the strengthening and toughening mechanisms of single-crystal superalloys， as well as the oxidation resistance and diffusion protective mechanisms of thermal protective coatings. Additionally， the study highlights the reliability and significant potential of machine learning in constructing intrinsic "composition-structure-property" relationship for high-temperature structural materials. This approach paves an intelligent and efficient new pathway for the rapid development of next-generation high-temperature single-crystal superalloys and thermal protective coatings.http://jam.biam.ac.cn/article/doi/10.11868/j.issn.1005-5053.2024.000109computational simulationintelligent designni-based single crystal superalloysprotective coatings |
| spellingShingle | XING Yifeng YIN Aobo GENG Lilun YANG Fan RU Yi ZHAO Wenyue PEI Yanling LI Shusuo GONG Shengkai Advances in intelligent design of single crystal superalloys and protective coatings Journal of Aeronautical Materials computational simulation intelligent design ni-based single crystal superalloys protective coatings |
| title | Advances in intelligent design of single crystal superalloys and protective coatings |
| title_full | Advances in intelligent design of single crystal superalloys and protective coatings |
| title_fullStr | Advances in intelligent design of single crystal superalloys and protective coatings |
| title_full_unstemmed | Advances in intelligent design of single crystal superalloys and protective coatings |
| title_short | Advances in intelligent design of single crystal superalloys and protective coatings |
| title_sort | advances in intelligent design of single crystal superalloys and protective coatings |
| topic | computational simulation intelligent design ni-based single crystal superalloys protective coatings |
| url | http://jam.biam.ac.cn/article/doi/10.11868/j.issn.1005-5053.2024.000109 |
| work_keys_str_mv | AT xingyifeng advancesinintelligentdesignofsinglecrystalsuperalloysandprotectivecoatings AT yinaobo advancesinintelligentdesignofsinglecrystalsuperalloysandprotectivecoatings AT genglilun advancesinintelligentdesignofsinglecrystalsuperalloysandprotectivecoatings AT yangfan advancesinintelligentdesignofsinglecrystalsuperalloysandprotectivecoatings AT ruyi advancesinintelligentdesignofsinglecrystalsuperalloysandprotectivecoatings AT zhaowenyue advancesinintelligentdesignofsinglecrystalsuperalloysandprotectivecoatings AT peiyanling advancesinintelligentdesignofsinglecrystalsuperalloysandprotectivecoatings AT lishusuo advancesinintelligentdesignofsinglecrystalsuperalloysandprotectivecoatings AT gongshengkai advancesinintelligentdesignofsinglecrystalsuperalloysandprotectivecoatings |