Multivariate error assessment of response time histories method for dynamic systems
Zhenfei Zhan, Jie Hu, Yan Fu, Ren‐Jye Yang, Yinghong Peng, Jin Qi · Journal of Zhejiang University. Science A · 2012
In this paper, an integrated validation method and process are developed for multivariate dynamic systems. The principal component analysis approach is used to address multivariate correlation and dimensionality reduction, the dynamic time warping and correlation coefficient are used for error assessment, and the subject matter experts (SMEs)’ opinions and principal component analysis coefficients are incorporated to provide the overall rating of the dynamic system. The proposed method and process are successfully demonstrated through a vehicle dynamic system problem.