Application of Principle Component Analysis to Low Speed Rear Impact - Design for Six Sigma Project at General Motors 2009-01-1204
This study involves an application of Principal Component Analysis (PCA) conducted in support of a Design for Six Sigma (DFSS) project. Primary focus of the project is to optimize seat parameters that influence Low Speed Rear Impact (LSRI) whiplash performance. During the DFSS study, the project team identified a need to rank order critical design factors statistically and establish their contribution to LSRI performance. It is also required to develop a transfer function for the LSRI rating in terms of test response parameters that can be used for optimization. This statistical approach resulted in a reliable transfer function that can applied across all seat designs and enabled us to separate vital few parameters from several many.
Citation: Chinta, B., Mandadapu, S., and Carpenter, M., "Application of Principle Component Analysis to Low Speed Rear Impact - Design for Six Sigma Project at General Motors," SAE Technical Paper 2009-01-1204, 2009, https://doi.org/10.4271/2009-01-1204. Download Citation
Balakrishna Chinta, Srini Mandadapu, Michael G. Carpenter