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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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Principais autores: Kiattikhoon Phuakpunk, Benjapon Chalermsinsuwan, Suttichai Assabumrungrat
פורמט: Artigo
שפה:Inglês
יצא לאור: Elsevier 2025-09-01
סדרה:Results in Engineering
נושאים:
Artificial neural network
Kinetic parameters
Biomass pyrolysis
Characteristics analysis
גישה מקוונת:http://www.sciencedirect.com/science/article/pii/S2590123025027689
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