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Dynamic hybrid modeling of fuel ethanol fermentation process by integrating biomass concentration XGBoost model and kinetic parameter artificial neural network model into mechanism model

Xinzhe Li, Yufeng Dong, Lu Chang, Lifan Chen, Guan Wang, Yingping Zhuang, Xuefeng Yan

2023Renewable Energy20 citationsDOI

Topics & Concepts

Artificial neural networkBiomass (ecology)Biological systemEthanol fuelFermentationProcess (computing)Process engineeringEngineeringChemistryComputer scienceArtificial intelligenceBiochemistryGeologyOperating systemBiologyOceanographyBiofuel production and bioconversionMicrobial Metabolic Engineering and BioproductionAdvanced Control Systems Optimization
Dynamic hybrid modeling of fuel ethanol fermentation process by integrating biomass concentration XGBoost model and kinetic parameter artificial neural network model into mechanism model | Litcius