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Type: Artigo de evento
Title: Predictive Hybrid Model For Pulping Process And Pulp Properties
Author: Aguiar Helena Cristina
Filho Rubens Maciel
Pasquali Silvia Maria
De Jesus Reinaldo
Abstract: A hybrid model is proposed as an alternative to first principles and pure neural network modeling techniques with the intent of improving accuracy and extrapolation ability. Preliminary results show that a simple hybrid network, which uses the deterministic model result to reinforce the neural net mapping, is able to improve model prediction as well as training time, even when a limited training set is available.
Editor: Appita Inc, Carlton, Australia
Rights: fechado
Identifier DOI: 
Date Issue: 1998
Appears in Collections:Unicamp - Artigos e Outros Documentos

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