Prediction of Pyrolysis Kinetics of Biomass: New Insights from Artificial Intelligence-Based Modeling

The present work introduces a quantitative structure-property relationship (QSPR)-based stochastic gradient boosting (SGB) decision tree framework for simulating and capturing of the thermal decomposition kinetics of biomass considering effective parameters of the ultimate analysis (such as carbon,...

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Bibliographic Details
Main Authors: Lei Dong, RanRan Wang, PeiDe Liu, Saeed Sarvazizi
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:International Journal of Chemical Engineering
Online Access:http://dx.doi.org/10.1155/2022/6491745
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