An Optimization Analysis on an Automotive Component with Fatigue Constraint Using HyperWorks Software for Environmental Sustainability

A finite element analysis (FEA) computer software HyperWorks is utilized in re-designing an automotive component to reduce its mass. Reduction of components mass contributes towards environmental sustainability by saving world-s valuable metal resources and by reducing carbon emission through improved overall vehicle fuel efficiency. A shape optimization analysis was performed on a rear spindle component. Pre-processing and solving procedures were performed using HyperMesh and RADIOSS respectively. Shape variables were defined using HyperMorph. Then optimization solver OptiStruct was utilized with fatigue life set as a design constraint. Since Stress-Number of Cycle (S-N) theory deals with uni-axial stress, the Signed von Misses stress on the component was used for looking up damage on S-N curve, and Gerber criterion for mean stress corrections. The optimization analysis resulted in mass reduction of 24% of the original mass. The study proved that the adopted approach has high potential use for environmental sustainability.





References:
[1] M. Zurofi, Manufacturing Process Effects on Fatigue Design and Optimization of Automotive Components–An Analytical and Experimental Study, The University of Toledo, Ph.D. thesis, 2004.
[2] K. Krishnapillai And R. Jones, "Fatigue based 3D structural design optimization implementing genetic algorithms and utilizing the generalized Frost-Dugdale crack growth,” Proc. of the 9th WSEAS Int Conf. on Mathematical and Computational Methods in Science and Engineering, Trinidad and Tobago, 2007.
[3] P. Chaperon, R. Jones, M. Heller, S. Pitt & F.Rose, "A methodology for structural optimization with damage tolerance constraints,” Engineering Failure Analysis, vol.7, 2000, pp. 281-300.
[4] Y. Kojima, "Mechanical CAE in automotive design,” R & D review of Toyota CRLD, Vol 35, No. 4, 2000.
[5] U. Schramm, H. Thomas, and M. Zhou, "Manufacturing considerations and structural optimization for automotive components,” SAE Technical Paper, No. 2002-01- 1242, Society of Automotive Engineers, 2002.
[6] Altair Hyperworks10, Altair Engineering Inc., India, 2009.
[7] "Fatigue and fracture”, ASM Handbook, Vol 19, ASM International, 1996.
[8] E. Zahavi, V. Torbilo, Fatigue Design - Life Expectancy of Machine Parts, CRC Press, 1996.
[9] M.P. Bendsoe, O. Sigmund, Topology Optimization - Theory, Methods and Application, Berlin,Heidelberg: Springer-Verlag, 2003.
[10] M. Bendsoe, N. Kikuchi, "Generating optimal topologies in structural design using a homogenization method”, Computer Methods in Applied Mechanics and Engineering, Vol. 71, 1988, pp. 197-224.
[11] R.A. Richards, Zeroth-Order Shape Optimization Utilizing A Learning Classifier System, PhD Dissertation, Mechanical Engineering Department, Stanford University, 1995.