Artificial neural network modeling of methane emissions at Istanbul Kemerburgaz-Odayeri landfill site

Ozcan H. K., Uçan O. N., Sahin U., Borat M., Bayat C.

JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, vol.65, no.2, pp.128-134, 2006 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 65 Issue: 2
  • Publication Date: 2006
  • Journal Name: JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.128-134
  • Istanbul University Affiliated: Yes

Abstract

This Study reports on Istanbul Kemerburgaz-Odayeri (Turkey) solid waste landfills, models CH4, CO2, CO, atmospheric temperature parameters of this area, and predicts CH4 using Artificial Neural Networks (ANN). Here, ANN structure employs 4 input, 10 hidden and 1 output neurons. In order to evaluate performance of ANN model, statistical performance indices between real and estimated data have been measured and the correlation is found as 0.983 and 0.806 for training and testing respectively.