A critical review of machine learning for lignocellulosic ethanol production via fermentation route

In this work, machine learning (ML) applications in lignocellulosic bioethanol production were reviewed. First, the pretreatment-hydrolysis-fermentation route, the most commonly studied alternative, was summarized. Next, a bibliometric analysis was performed to identify the current trends in the fie...

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Bibliographic Details
Main Authors: Ahmet Coşgun, M. Erdem Günay, Ramazan Yıldırım
Format: Article
Language:English
Published: Alpha Creation Enterprise 2023-06-01
Series:Biofuel Research Journal
Subjects:
Online Access:https://www.biofueljournal.com/article_172024_15a66d1a6d40f2e9f81334c8f16d8f86.pdf