Identification of a non-linear difference equation model of an industrial diesel generator

Abstract Methods of analysing data from non-linear systems and estimating non-linear models from noisy input-output measurements are presented. The techniques are illustrated by analyzing experimental data collected from a 4·6 MW (electrical) 12 cylinder diesel generator to identify a non-linear difference equation (NARMAX) model relating rack position to engine torque.