Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test Miner
A deep-sea manganese nodules test miner has not only coupled relationship between system components but also various design requirements of each system to meet the specified multitasks. To accomplish the multiobjectives of complex systems, multidisciplinary design optimization (MDO) is performed. Me...
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2012-01-01
|
| Series: | Journal of Applied Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2012/326954 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832561087098126336 |
|---|---|
| author | Minuk Lee Su-gil Cho Jong-Su Choi Hyung-Woo Kim Sup Hong Tae Hee Lee |
| author_facet | Minuk Lee Su-gil Cho Jong-Su Choi Hyung-Woo Kim Sup Hong Tae Hee Lee |
| author_sort | Minuk Lee |
| collection | DOAJ |
| description | A deep-sea manganese nodules test miner has not only coupled relationship between system components but also various design requirements of each system to meet the specified multitasks. To accomplish the multiobjectives of complex systems, multidisciplinary design optimization (MDO) is performed. Metamodels such as the kriging model and the response surface model are employed to reduce computational costs for MDO and to integrate component systems in a design framework. After verifying the accuracy of each metamodel, metamodel-based MDO for a deep-ocean test miner is formulated and performed. Finally, results and advantages of the proposed design methodology are discussed. |
| format | Article |
| id | doaj-art-5eea8c14c01c45d79699a9888136c7ea |
| institution | Kabale University |
| issn | 1110-757X 1687-0042 |
| language | English |
| publishDate | 2012-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Applied Mathematics |
| spelling | doaj-art-5eea8c14c01c45d79699a9888136c7ea2025-02-03T01:26:00ZengWileyJournal of Applied Mathematics1110-757X1687-00422012-01-01201210.1155/2012/326954326954Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test MinerMinuk Lee0Su-gil Cho1Jong-Su Choi2Hyung-Woo Kim3Sup Hong4Tae Hee Lee5Department of Automotive Engineering, Hanyang University, 222 Wangsimni-ro, Seongdong-gu, Seoul 133-791, Republic of KoreaDepartment of Automotive Engineering, Hanyang University, 222 Wangsimni-ro, Seongdong-gu, Seoul 133-791, Republic of KoreaDepartment of Automotive Engineering, Hanyang University, 222 Wangsimni-ro, Seongdong-gu, Seoul 133-791, Republic of KoreaOcean System Engineering Research Division, Korea Institute of Ocean Science & Technology, 32, 1312 Beon-gil, Yuseong-daero, Yuseong-gu, Daejeon-si 305-343, Republic of KoreaOcean System Engineering Research Division, Korea Institute of Ocean Science & Technology, 32, 1312 Beon-gil, Yuseong-daero, Yuseong-gu, Daejeon-si 305-343, Republic of KoreaDepartment of Automotive Engineering, Hanyang University, 222 Wangsimni-ro, Seongdong-gu, Seoul 133-791, Republic of KoreaA deep-sea manganese nodules test miner has not only coupled relationship between system components but also various design requirements of each system to meet the specified multitasks. To accomplish the multiobjectives of complex systems, multidisciplinary design optimization (MDO) is performed. Metamodels such as the kriging model and the response surface model are employed to reduce computational costs for MDO and to integrate component systems in a design framework. After verifying the accuracy of each metamodel, metamodel-based MDO for a deep-ocean test miner is formulated and performed. Finally, results and advantages of the proposed design methodology are discussed.http://dx.doi.org/10.1155/2012/326954 |
| spellingShingle | Minuk Lee Su-gil Cho Jong-Su Choi Hyung-Woo Kim Sup Hong Tae Hee Lee Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test Miner Journal of Applied Mathematics |
| title | Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test Miner |
| title_full | Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test Miner |
| title_fullStr | Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test Miner |
| title_full_unstemmed | Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test Miner |
| title_short | Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test Miner |
| title_sort | metamodel based multidisciplinary design optimization of a deep sea manganese nodules test miner |
| url | http://dx.doi.org/10.1155/2012/326954 |
| work_keys_str_mv | AT minuklee metamodelbasedmultidisciplinarydesignoptimizationofadeepseamanganesenodulestestminer AT sugilcho metamodelbasedmultidisciplinarydesignoptimizationofadeepseamanganesenodulestestminer AT jongsuchoi metamodelbasedmultidisciplinarydesignoptimizationofadeepseamanganesenodulestestminer AT hyungwookim metamodelbasedmultidisciplinarydesignoptimizationofadeepseamanganesenodulestestminer AT suphong metamodelbasedmultidisciplinarydesignoptimizationofadeepseamanganesenodulestestminer AT taeheelee metamodelbasedmultidisciplinarydesignoptimizationofadeepseamanganesenodulestestminer |