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.
YU Ming
,
LIU Yongshou
,
LI Lei
,
LI Yuansheng
,
YUE Zhufeng
. Reliability-based Multidisciplinary Design Optimization of Centrifugal Impeller with Double-loop Strategy[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2012
, (4)
: 650
-657
.
DOI: CNKI:11-1929/V.20111223.1225.002
[1] Chen X G, Hasselman T K, Neill D J. Reliability based structural design optimization for practical applications. AIAA-1997-1403, 1997.
[2] Du X, Chen W. Sequential optimization and reliability assessment for probabilistic design. ASME Journal of Mechanical Design, 2004, 126(2): 225-233.
[3] Du X P, Sudjianto A, Chen W. An integrated framework for optimization under uncertainty using inverse reliability strategy. ASEM Journal of Mechanical Design, 2004, 126(4): 562-570.
[4] Li L, Li Y S, Ao L B, et al. Thermal-solid coupling analysis of centrifugal compressor. Jounal of Propulsion Technology, 2009, 30(4): 425-429. (in Chinese). 李磊, 李元生, 敖良波, 等. 离心式压气机流-热-固耦合分析. 推进技术, 2009, 30(4): 425-429.
[5] Wang J C, Li L Z, Yue Z F. Multidisciplinary feasible decoupling in multidisciplinary design optimization for turbine blade. Journal of Propulsion Technology, 2007, 28(1): 45-49. (in Chinese). 王婧超, 李立州, 岳珠峰. 涡轮叶片多学科设计优化中的多学科可行解耦. 推进技术, 2007, 28(1): 45-49.
[6] Perez R E, Liu H H T, Behdinan K. Evaluation of multidisciplinary optimization approaches for aircraft conceptual design. AIAA-2004-4537, 2004.
[7] Turcotte J, Trepanier J Y, Tribes C. Integration and multidisciplinary design optimization of a simplified gas turbine model using PERL and iSIGHT. AIAA-2004-4425, 2004.
[8] Li L Z, Wang J C, Lu Z Z, et al. Turbine blade displacement tranfer based on mesh regeneration method. Journal of Aerospace Power, 2008, 23(3): 547-551. (in Chinese). 李立州, 王婧超, 吕震宙, 等. 基于网格重生成的涡轮叶片变形传递方法. 航空动力学报, 2008, 23(3): 547-551.
[9] Li L, Yu M, Li Y S, et al. Parameterized space scattered data interpolation method for interdisciplinary information transferring.Aeronautical Manufacturing Technology, 2011(9): 77-81. (in Chinese). 李磊, 于明, 李元生, 等. 学科间信息传递的参数空间散乱数据插值法. 航空制造技术, 2011(9): 77-81.
[10] Li L Z, Wang J C, Lu Z Z. A load interpolation transfer method among disciplines in parametric space. Journal of Aerospace Power, 2007, 22(7): 1050-1054. (in Chinese). 李立州, 王婧超, 吕震宙. 学科间载荷参数空间插值传递方法. 航空动力学报, 2007, 22(7): 1050-1054.
[11] Xia Q, Cai H, Zhang S F. The application of reliability optimization method to multidisciplinary design optimiza-tion of cruise missile. Journal of Projectiles, Rockets, Missiles and Guidance, 2010(30): 40-42. (in Chinese) 夏青, 蔡洪, 张士峰.可靠性优化方法在飞航导弹多学科设计优化中的应用. 弹箭与制导学报, 2010(30): 40-42.
[12] Su D, Zhang J G, Li Q, et al. Application of reliability based multidisciplinary design optimization in structure latches. Acta Aeronautica et Astronautica Sinica, 2008, 29(1): 95-101. (in Chinese) 苏多, 张建国, 李强, 等. 多学科优化技术在空间结构锁可靠性设计分析中的应用. 航空学报, 2008, 29(1): 95-101.
[13] Yuan Y H. Multidisciplinary design optimization and uncertainty research. Chengdu: School of Mechatronic Engineering, University of Electronic Science and Technology of China, 2009.(in Chinese) 袁亚辉. 多学科设计优化及其不确定性研究. 成都: 电子科技大学机械电子工程学院, 2009.
[14] Kasarekar N T, English K W. Development of a hybrid MDF/IDF multidisciplinary optimization solution method with coupling suspension. AIAA-2004-4467, 2004.
[15] Yuan W. Reliability based multidisciplinary design optimization. Dalian: School of Mechanical Engineering, Dalian University of Technology, 2004.(in Chinese) 原薇. 基于可靠性的多学科设计优化. 大连: 大连理工大学机械工程学院, 2004.