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Modeling of energy consumption factors for an industrial cement vertical roller mill by SHAP-XGBoost: a "conscious lab" approach

Cement production is one of the most energy-intensive manufacturing industries, and the milling circuit of cement plants consumes around 4% of a year's global electrical energy production. It is well understood that modeling and digitalizing industrial-scale processes would help control product...

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Detalles Bibliográficos
Autores principales: Fatahi, Rasoul, Nasiri, Hamid, Dadfar, Ehsan, Chehreh Chelgani, Saeed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9085744/
https://www.ncbi.nlm.nih.gov/pubmed/35534588
http://dx.doi.org/10.1038/s41598-022-11429-9