Dynamic Optimization of Steel Catenary Risers Based on Reliability Using Metamodel
Reliability based design optimization (RBDO) of a steel catenary riser (SCR) using metamodel is investigated. The purpose of the optimization is to find the minimum-cost design subjecting to probabilistic constraints. To reduce the computational cost of the traditional double-loop RBDO, a single-loo...
| Published in: | 29th International Conference on Ocean, Offshore and Arctic Engineering: Volume 5, Parts A and B |
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| Main Authors: | , |
| Format: | Conference Object |
| Language: | unknown |
| Published: |
2010
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| Subjects: | |
| Online Access: | http://eprints.gla.ac.uk/158472/ |
| Summary: | Reliability based design optimization (RBDO) of a steel catenary riser (SCR) using metamodel is investigated. The purpose of the optimization is to find the minimum-cost design subjecting to probabilistic constraints. To reduce the computational cost of the traditional double-loop RBDO, a single-loop RBDO approach is employed. The performance function is approximated by using metamodel to avoid time consuming finite element analysis during the dynamic optimization. The metamodel is constructed though design of experiments (DOE) sampling. In addition, the reliability assessment is carried out by Monte Carlo simulations. The result shows that the RBDO of SCR is a more rational optimization approach compared with traditional deterministic optimization, and using metamodel technique during the dynamic optimization process can significantly decrease the computational expense without sacrificing accuracy. |
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