TY - JOUR
T1 - Reliability-based multidisciplinary design optimization of centrifugal impeller with double-loop strategy
AU - Yu, Ming
AU - Liu, Yongshou
AU - Li, Lei
AU - Li, Yuansheng
AU - Yue, Zhufeng
PY - 2012/4
Y1 - 2012/4
N2 - In order to take into consideration the effect of uncertainty factors on system performance, a reliability-based multidisciplinary design optimization (RBMDO) method is applied to centrifugal impeller design and a system is set up to accomplish the entire analysis process. The uncertainties of boundary conditions and material parameters of a centrifugal impeller are considered. The advanced first order and second moment (AFOSM) method is used to perform reliability analysis. Double-loop strategy is employed to integrate multidisciplinary feasible design optimization and reliability analysis. With the introduction of rational approximation, the RBMDO is established. The case study shows that the system can obviously improve the performance of a centrifugal impeller with high calculation efficiency, which validates the feasibility of the RBMDO method in centrifugal impeller design.
AB - In order to take into consideration the effect of uncertainty factors on system performance, a reliability-based multidisciplinary design optimization (RBMDO) method is applied to centrifugal impeller design and a system is set up to accomplish the entire analysis process. The uncertainties of boundary conditions and material parameters of a centrifugal impeller are considered. The advanced first order and second moment (AFOSM) method is used to perform reliability analysis. Double-loop strategy is employed to integrate multidisciplinary feasible design optimization and reliability analysis. With the introduction of rational approximation, the RBMDO is established. The case study shows that the system can obviously improve the performance of a centrifugal impeller with high calculation efficiency, which validates the feasibility of the RBMDO method in centrifugal impeller design.
KW - Advanced first order and second moment
KW - Approximation technique
KW - Centrifugal impeller
KW - Multidisciplinary design optimization
KW - Reliability analysis
UR - http://www.scopus.com/inward/record.url?scp=84861923222&partnerID=8YFLogxK
M3 - 文章
AN - SCOPUS:84861923222
SN - 1000-6893
VL - 33
SP - 650
EP - 657
JO - Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica
JF - Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica
IS - 4
ER -