Forecasting NO 2 concentration using artificial neural networks

Forecasting NO 2 concentration using artificial neural networks

von Soulaima Abdelli
Taschenbuch - 9783659718311
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Beschreibung

This article describes a procedure for modeling the phenomenon of dispersion of the of nitrogen dioxide concentration (NO2) using the technique of multilayer perceptron (MLP). Our goal is to prove that the concentration of NO2 is an autoregressive variable explained by meteorological variables. To do this, we proceeded through three stages: in the first stage we used only NO2 concentration variable, in the second stage we used the meteorological variables only, in the third step we used the concentration of NO2 in combination with the meteorological variables. The results showed that the third case is better than the other cases that prove our hypothesis.

Details

Verlag LAP Lambert Academic Publishing
Ersterscheinung Juli 2015
Maße 220 mm x 150 mm x 7 mm
Gewicht 189 Gramm
Format Taschenbuch
ISBN-13 9783659718311
Auflage Nicht bekannt
Seiten 116

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