A Surrogate Modeling Approach for the Development of Biorefineries

Biorefinery processes are challenged to make effective use of commercial flowsheeting software. Challenges include the lack of property data, complexity of raw materials, and emerging non-conventional processes and technologies. Surrogate models could assist by combining data-based models (by means...

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Bibliographic Details
Main Authors: Aikaterini D. Mountraki, Bouchra Benjelloun-Mlayah, Antonis C. Kokossis
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Chemical Engineering
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fceng.2020.568196/full