Journal of Applied Mechanical Engineering

Mostafa Hosseinzadeh

Publications

• Research Article
  Prediction of Long Term Residential Natural Gas Consumption Using ANN
  Author(s): Mohsen Hajabdollahi, Mostafa Hosseinzadeh and M.M Ghanadi ArabMohsen Hajabdollahi, Mostafa Hosseinzadeh and M.M Ghanadi Arab
  
   Prediction of residential natural gas consumption in 20 next years was performed in this paper. Artificial neural network (ANN) was used to predict the natural gas in the Kerman, the biggest province in the Iran. The Kerman is included with ten important cities where gas consumption was estimated in each city. The minimum temperature in each year, population growth rate and number of each year were considered as three input variables while the gas consumption in residential section was as an output. The ANN was trained and tested using the data from 2000 to 2008 and applied for prediction in 20 next years from 2008-2028. The predicted result show that the total gas consumption in residential section will increases approximately 1.8 time in 20 next years. .. View More»
  DOI: 10.4172/2168-9873.1000120

  Abstract PDF