Prediction of NH3 and HCN yield from biomass fast pyrolysis: Machine learning modeling and evaluation
Junyu Tao, Xiaoxiao Yin, Xilei Yao, Zhanjun Cheng, Beibei Yan, Guanyi Chen
Topics & Concepts
Yield (engineering)Biomass (ecology)Support vector machineHyperparameter optimizationNOxPyrolysisHyperparameterMean squared prediction errorBiological systemTest setMean squared errorPredictive modellingComputer scienceMathematicsEnvironmental scienceChemistryAlgorithmStatisticsMachine learningMaterials scienceGeologyCombustionOrganic chemistryMetallurgyBiologyOceanographyThermochemical Biomass Conversion ProcessesBiofuel production and bioconversionEnvironmental Impact and Sustainability