Abstract: Parameter estimation and model order reduction (MOR) are important system identification techniques used in the development of models for mechanical systems. A variety of classical parameter estimation and MOR methods are ...

Abstract: Greybox and blackbox dynamic models are routinely used to model the behavior of realworld dynamic systems. When creating such models, the identification of an accurate model structure (often referred to as covariate ...

Abstract: The selection of model structure is an important step in system identification for nonlinear systems in cases where the model form is not known a priori. This process, sometimes called covariate selection or sparsity ...