TY - JOUR
T1 - Multi-criteria optimization of an aircraft propeller considering manufacturing
T2 - Structural design optimization simultaneously considering a knowledge-based manufacturing and a structural model
AU - Schatz, Markus E.
AU - Hermanutz, Andreas
AU - Baier, Horst J.
N1 - Publisher Copyright:
© 2016, The Author(s).
PY - 2017/3/1
Y1 - 2017/3/1
N2 - Carbon-fiber-reinforced polymers are gaining ground; high mass-specific stiffness and strength properties in fiber direction are commonly identified as reasons. Nonetheless, there are great challenges unleashing the entire light-weight potential. For instance, the multitude of parameters (e.g. fiber orientations), also being linked with each other and having huge influence on, not only structural mechanics, but also onto effort in terms of manufacturing. Moreover, these parameters ideally need to be determined, such that mass and costs are minimal, while all structural and technical requirements are fulfilled. The challenge of considering manufacturing aspects along with structural mechanics are mainly addressed in this paper. It is outlining an approach for modeling manufacturing effort via expert knowledge and how to actually consider this model in a multi-criteria optimization framework. In addition, it will be shown how to incorporate these knowledge-based models into an efficient structural design optimization. For this sake, a braided propeller structure is optimized.
AB - Carbon-fiber-reinforced polymers are gaining ground; high mass-specific stiffness and strength properties in fiber direction are commonly identified as reasons. Nonetheless, there are great challenges unleashing the entire light-weight potential. For instance, the multitude of parameters (e.g. fiber orientations), also being linked with each other and having huge influence on, not only structural mechanics, but also onto effort in terms of manufacturing. Moreover, these parameters ideally need to be determined, such that mass and costs are minimal, while all structural and technical requirements are fulfilled. The challenge of considering manufacturing aspects along with structural mechanics are mainly addressed in this paper. It is outlining an approach for modeling manufacturing effort via expert knowledge and how to actually consider this model in a multi-criteria optimization framework. In addition, it will be shown how to incorporate these knowledge-based models into an efficient structural design optimization. For this sake, a braided propeller structure is optimized.
KW - Braiding technique
KW - Decoupled multi-scale homogenization
KW - Equidistant Pareto optima
KW - Gradient-based multi-criteria optimization
KW - Manufacturing aspects
KW - Optimal composite design
UR - http://www.scopus.com/inward/record.url?scp=84980044724&partnerID=8YFLogxK
U2 - 10.1007/s00158-016-1541-z
DO - 10.1007/s00158-016-1541-z
M3 - Article
AN - SCOPUS:84980044724
SN - 1615-147X
VL - 55
SP - 899
EP - 911
JO - Structural and Multidisciplinary Optimization
JF - Structural and Multidisciplinary Optimization
IS - 3
ER -