An Italian company is working in oil refining, providing process design studies and technical assistance aimed at maximizing operation of process units, considering both energy performance and production yields. With experience in continuous chemical processes, typical of oil refining, petrochemical or chemical industry, ti disposes of good chemical process knowledge and comprehension capability. Modern chemical processes include sensors constantly producing a considerable amount of data.