The Fondef IT17M10011 project focuses on the design and implementation of a platform for on-line big data analysis, with supervision and control applications, for the largest copper refinery in Chile: Chiquicamata's refinery . The platform uses an industrial internet philosophy to gather, communicate, and analyze in real time data generated in the field.