A Augé presented the predictive functions developed and implemented using big data analytics applied to optimize green anode production and reduction processes on the operation platform developed in the Alvance Aluminium Dunkerque smelter (France) during the Monson Project. [Monsoon is a European project (European Union’s Horizon 2020), it means MOdel based coNtrol framework for Site-wide OptimizatiON of data-intensive processes].