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Machine learning prediction of bio-oil characteristics quantitatively relating to biomass compositions and pyrolysis conditions

Tonghuan Zhang, Danyang Cao, Xin Feng, Jiahua Zhu, Xiaohua Lü, Liwen Mu, Hongliang Qian

2021Fuel115 citationsDOI

Topics & Concepts

PyrolysisBiomass (ecology)Heat of combustionCarbon fibersPyrolytic carbonWork (physics)ViscosityYield (engineering)Materials sciencePulp and paper industryRegression analysisChemistryThermodynamicsMathematicsOrganic chemistryStatisticsComposite materialEngineeringGeologyPhysicsOceanographyComposite numberCombustionThermochemical Biomass Conversion ProcessesLignin and Wood ChemistryBiodiesel Production and Applications
Machine learning prediction of bio-oil characteristics quantitatively relating to biomass compositions and pyrolysis conditions | Litcius