Prediction of overall glucose yield in hydrolysis of pretreated sugarcane bagasse using a single artificial neural network: good insight for process development

Author:

Plazas Tovar Laura12ORCID,Ccopa Rivera Elmer23,Pinto Mariano Adriano2,Wolf Maciel Maria Regina2,Maciel Filho Rubens2

Affiliation:

1. Department of Chemical Engineering; Federal University of Santa Maria; Santa Maria-RS Brazil

2. School of Chemical Engineering; University of Campinas; Campinas-SP Brazil

3. The Ohio State University; Department of Animal Sciences; Wooster OH USA

Funder

Fundação de Amparo à Pesquisa do Estado de São Paulo

Publisher

Wiley

Subject

Inorganic Chemistry,Organic Chemistry,Pollution,Waste Management and Disposal,Fuel Technology,Renewable Energy, Sustainability and the Environment,General Chemical Engineering,Biotechnology

Reference49 articles.

1. Livelihood impacts of biofuel crop production: implications for governance;Hunsberger;Geoforum,2014

2. Enhanced bioethanol production by fed-batch simultaneous saccharification and co-fermentation at high solid loading of Fenton reaction and sodium hydroxide sequentially pretreated sugarcane bagasse;Zhang;Bioresource Technol,2017

3. Pretreatment and enzymatic process modification strategies to improve efficiency of sugar production from sugarcane bagasse;Pal;3Biotech,2016

4. Enhanced saccharification of cellulose and sugarcane bagasse by Clostridium thermocellum cultures with Triton X-100 and [small beta]-glucosidase/Cellic[registered sign]CTec2 supplementation;X-S;RSC Adv,2017

5. Neural network modeling to predict the total glucose yield after enzymatic saccharification of H2SO4-catalyzed hydrothermally pretreated sugarcane bagasse;Rivera;Chem Eng Trans,2015

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