Hexxcell Dynamic Retrofit Test™ is a data-driven approach to test performance of a proposed retrofit design in Hexxcell Studio™ using historical plant data and assess how the exchanger would have performed if in operation over a given period. It allows identifying benefits in energy savings as a result of reduced fouling in the retrofitted exchanger taking into account complex network interactions.