Time-local formulation and identification of implicit Volterra models by use of diffusive representation

Abstract

We present a time-continuous identification method for nonlinear dynamic Volterra models of the form H X = f ( u , X ) + v with H , a causal convolution operator. It is mainly based on a suitable parameterization of H deduced from the so-called diffusive representation, which is devoted to state representations of integral operators. Following this approach, the complex dynamic nature of H can be summarized by a few numerical parameters on which the identification of the dynamic part of the model will focus. The method is validated on a physical numerical example.