Modeling of brick obtaining proces with artificial neural networks

Anton Costel; Lisa Catalin; Curteanu Silvia

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ANTON, Costel, LISA, Catalin, CURTEANU, Silvia. Modeling of brick obtaining proces with artificial neural networks. In: Conferinţa tehnico-ştiinţifică a studenţilor, masteranzilor şi doctoranzilor, 29-31 martie 2022, Chișinău. Chișinău, Republica Moldova: Tehnica-UTM, 2022, Vol.1, pp. 168-171. ISBN 978-9975-45-828-3..

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Conferinţa tehnico-ştiinţifică a studenţilor, masteranzilor şi doctoranzilor
Vol.1, 2022

Conferința "Conferinţa tehnico-ştiinţifică a studenţilor, masteranzilor şi doctoranzilor"
Chișinău, Moldova, 29-31 martie 2022

Modeling of brick obtaining proces with artificial neural networks

Pag. 168-171

Anton Costel, Lisa Catalin, Curteanu Silvia

Gheorghe Asachi Technical University of Iasi

Disponibil în IBN: 22 iulie 2022

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In this study, neural network models were developed to predict the amount of NO discharged into the furnace chimney of a brick factory. The best performances were obtained with the MLP (6:18:6:1) model. Thus, in the training stage, the correlation coefficient was 0.9626 and the standard deviation was ± 5.61 mg/m3 and in the validation phase, a standard deviation of ± 15.24 mg/m3 is obtained. The advantages of this study derive from the important savings of time, materials and energy obtained by reducing the number of test loads in the analyzed industrial process.

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Modeling of brick obtaining proces with artificial neural networks

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