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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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Hlavní autoři: Aikaterini D. Mountraki, Bouchra Benjelloun-Mlayah, Antonis C. Kokossis
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2020-10-01
Edice:Frontiers in Chemical Engineering
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On-line přístup:https://www.frontiersin.org/articles/10.3389/fceng.2020.568196/full
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