Chemical Engineering Communications, Vol.194, No.5, 656-666, 2007
A study of experimental design optimality for Wiener systems
In the context of nonlinear dynamic system identification for Hammerstein systems, Rollins et al. (2003a) studied the information efficiency of the following two competing experimental design approaches: statistical design of experiments (SDOE) and pseudo-random sequences design (PRSD). The focus of this study is the Wiener system and evaluates SDOE against PRS under D-optimal efficiency. Three cases are evaluated and the results strongly support SDOE as the better approach.
Keywords:block-oriented modeling;D-optimality;dynamic modeling;nonlinear dynamic systems;semi-empirical modeling;statistical design of experiment;Wiener systems