Integrated parameter estimation of multi-component thermal systems with demonstration on a combined heat and power system

► An integrated parameter estimation approach is presented for thermal systems. ► The integrated approach takes advantage of measurement correlation. ► An experimental combined heating and power (CHP) system facility is used to illustrate the approach. ► The results reveal significant improvement for predicting several time steps ahead.