Concepedia

Predictive single-step kinetic model of biomass devolatilization for CFD applications: A comparison study of empirical correlations (EC), artificial neural networks (ANN) and random forest (RF)

Jiangkuan Xing, Haiou Wang, Kun Luo, Shuai Wang, Yun Bai, Jianren Fan

Renewable Energy · 2018 · 107 citations · 54 references

Concepts

Natural SciencesBiological EngineeringComputational ThermodynamicsBiomass ConversionChemical Kinetics ModelingKinetic ModelingBiomass Growth KineticsBiomass ModelingBiomass Prediction ModelsCfd SimulationCfd ValidationDevolatilizationMachine Learning Biomass PredictionRandom Forest Classification

References

54

Reaction Kinetics in Differential Thermal Analysis

H.E. Kissinger · Analytical Chemistry · 1957 · 13K citations

Natural Sciences, Chemistry, Analytical Chemistry +9

Backpropagation Applied to Handwritten Zip Code Recognition

Yann LeCun, Bernhard E. Boser, J. S. Denker et al. · Neural Computation · 1989 · 11.9K citations

Computing, Computer Science, Artificial Intelligence +16

Kinetic Parameters from Thermogravimetric Data

A. W. Coats, J. P. Redfern · Nature · 1964 · 6.8K citations

Natural Sciences, Chemistry, Materials Science +17

ICTAC Kinetics Committee recommendations for performing kinetic computations on thermal analysis data

Sergey Vyazovkin, Alan K. Burnham, José M. Criado et al. · Thermochimica Acta · 2011 · 5.7K citations · Full text

Natural Sciences, Chemical Engineering, Chemistry +16

Random decision forests

Tin Kam Ho · 2002 · 5K citations

Computing, Computer Science, Machine Learning +16