Transactions of Nanjing University of Aeronautics & Astronautics
Efficient method for multidisciplinary design optimization by considering uncertainty
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Abstract:
A new reliability based multidisciplinary design optimization (RBMDO) framework is proposed by combining the single loop based reliability analysis (SLBRA) method with multidisciplinary feasible (MDF) method. The Kriging approximate model with updating is introduced to reduce the computational cost of MDF caused by the complex structure. The computational efficiency is remarkably improved as the lack of iterative process during reliability analysis. Special attention is paid to a turbine blade design optimization by adopting the proposed method. Results show that the method is much more efficient than the commonly used double loop based RBMDO method. It is feasible and efficient to apply the method to the engineering design.
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