Memorias de investigación
Communications at congresses:
Pollutant concentrations and Meteorological data classification by Neural Networks
Year:2012
Research Areas
  • Engineering
Information
Abstract
his paper present an environmental contingency forecasting tool based on Neural Networks (NN). Forecasting tool analyzes every hour and daily Sulphur Dioxide (SO 2) concentrations and Meteorological data time series. Pollutant concentrations and meteorological variables are self-organized applying a Self-organizing Map (SOM) NN in different classes. Classes are used in training phase of a General Regression Neural Network (GRNN) classifier to provide an air quality forecast. In this case a time series set ...
International
Si
Congress
World Automation Congress (WAC), 2012
960
Place
Puerto Vallarta (México)
Reviewers
Si
ISBN/ISSN
2154-4824
Start Date
24/06/2012
End Date
28/06/2012
From page
1
To page
6
World Automation Congress (WAC), 2012
Participants
  • Autor: Antonio Vega-Corona Univ. Gto.
  • Autor: Jose Miguel Barron-Adame Univ. Gto.
  • Autor: JA Herrera-Delgado Uiv. Gto.
  • Autor: Joel Quintanilla Dominguez UPM
  • Autor: María Guadalupe Cortina Januchs UPM
  • Autor: Diego Andina De la Fuente UPM
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Automatización en Señal y Comunicaciones (GASC)
  • Departamento: Señales, Sistemas y Radiocomunicaciones