This study uses machine learning methods to model different stages of the calcination process in cement. with the goal of improving knowledge of the generation of CO2 during cement manufacturing. Calcination is necessary to determine the clinker quality. energy needs. https://www.stnicksknives.shop/product-category/mini-presidio-ii-5750/