METIS implements all the algorithms and data processes that are needed to estimate the HP Fouling based on ISO19030. Nevertheless, the scope of METIS is not just to provide that estimation but to provide the correlation between the HP Fouling, the speed of the vessel and the Fuel Oil Consumption, supporting the decision–making process of the top management. To succeed in that, METIS combines the ISO1930 algorithms and Machine learning technics.