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Dynamic Optimization of Steel Catenary Risers Based on Reliability Using Metamodel

机译:基于元模型的基于可靠性的钢悬链提升器动态优化

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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.
机译:研究了基于元模型的钢悬链提升管(SCR)的基于可靠性的设计优化(RBDO)。优化的目的是找到受概率约束的最小成本设计。为了减少传统双回路RBDO的计算成本,采用了单回路RBDO方法。通过使用元模型来近似性能函数,以避免在动态优化过程中费时的有限元分析。通过实验设计(DOE)采样来构建元模型。此外,可靠性评估是通过蒙特卡洛模拟进行的。结果表明,与传统的确定性优化相比,SCR的RBDO是一种更合理的优化方法,在动态优化过程中使用元模型技术可以显着减少计算量,而不会牺牲准确性。

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