A continuous-time Hammerstein approach working with statistical experimental design

Hammerstein modelling is a basic approach to dynamic predictive modelling of non-linear behaviour. The development of the continuous-time Hammerstein approach by Rollins, et al. (2002) provides a natural compatibility with statistical design of experiments (SDOE) and thus, allows for optimal experimentation and the efficient treatment of all non-linear and interactive effects. This approach is demonstrated on a theoretical Hammerstein model from literature and a real house-hold dryer with four inputs and five outputs.