Comparative artificial neural network models for predicting kinetic parameters of biomass pyrolysis from the biomass characteristics

Artificial Neural Network (ANN) was proposed to predict kinetic parameters of biomass pyrolysis using simple inputs like proximate or ultimate analysis results. The advantage of predicting via ANN is that it does not require thermogravimetric analysis, unlike the traditional methods. This approach r...

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Detalhes bibliográficos

Principais autores:	Kiattikhoon Phuakpunk, Benjapon Chalermsinsuwan, Suttichai Assabumrungrat
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2025-09-01
Colecção:	Results in Engineering
Assuntos:	Artificial neural network Kinetic parameters Biomass pyrolysis Characteristics analysis
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2590123025027689
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