Modeling of sugarcane bagasse conversion to levulinic acid using response surface methodology (RSM), artificial neural networks (ANN), and fuzzy inference system (FIS): A comparative evaluation
Marcelina Ogedjo, Ashish Kapoor, P. Senthil Kumar, Gayathri Rangasamy, Muthamilselvi Ponnuchamy, Manjula Rajagopal, Protibha Nath Banerjee
Topics & Concepts
Levulinic acidBagasseArtificial neural networkResponse surface methodologyCoefficient of determinationMean squared errorBiological systemBackpropagationFeedforward neural networkMathematicsComputer scienceMaterials scienceChemistryPulp and paper industryArtificial intelligenceStatisticsEngineeringOrganic chemistryCatalysisBiologyCatalysis for Biomass ConversionMicrobial Metabolites in Food BiotechnologyBiofuel production and bioconversion