Pyrolysis and CO2 gasification of woody biomass: Kinetic analysis and product predictions with machinelearning

•Thermochemical conversion of biomass was carried out in N2 and CO2 environments.•Distribution of char, bio-oil and gas products were revealed.•New frequency factors (A) were determined to express the process kinetically.•Machine learning was applied to predict the end products.•Interpretable decisi...

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Bibliographic Details
Published in:Thermal science and engineering progress 2025-09, Vol.65, Article 103880
Main Author: Aydin, Ebubekir Siddik
Format: Article
Language:English
Subjects:
Biomass
Machine learning
Product yields
Pyrolysis
Two-step parallel model
Online Access:Get full text
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