Short-term and Medium-term Gas Demand Load Forecasting by Neural Networks

@inproceedings{Azari2013ShorttermAM,
  title={Short-term and Medium-term Gas Demand Load Forecasting by Neural Networks},
  author={A. Azari and M Shariaty-Niassar},
  year={2013}
}
The ability of Artificial Neural Network (ANN) for estimating the natural gas demand load for the next day and month of the populated cities has shown to be a real concern. As the most applicable network, the ANN with multi-layer back propagation perceptrons is used to approximate functions. Throughout the current work, the daily effective temperature is determined, and then the weather data with the gas consumption data of the last days are used for network training. It is shown that nearly 93… CONTINUE READING
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Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 23 references

Performance Prediction of a Cooling Tower Using Artificial Neural Network

  • M. Hosoz, H. M. Ertunc, H. Bulgurcu
  • Energy Conversion and Management,
  • 2007
1 Excerpt

Modelling of Steam Fired Double Effect Vapour Absorption Chiller Using Neural Network

  • H. J. Manohar, R. Saravanan, S. Renganarayanan
  • Energy Conversion and Management,
  • 2006
1 Excerpt

Estimating the Fracture Gradient Coefficient Using Neural Networks for a Field in the Middle East

  • Adel Malallah, Ibrahim Sami Nashawi
  • Journal of Petroleum Science and Engineering,
  • 2005
1 Excerpt

Estimating the Fracture Gradient Coefficient Using Neural Networks for a Field in the Middle East , Journal of Petroleum Science and Engineering

  • Adel Malallah, Ibrahim Sami Nashawi
  • 2005

Effect of Temperature on Short Term Load Forecasting Using an Integrated ANN

  • B. Satish, K. S. Swarup, S. Srinivas, A. Hanumantha Rao
  • Electric Power Systems Research,
  • 2004
1 Excerpt

Heat Transfer Analysis Using ANNs with Experimental Data for Air Flowing in Corrugated Channels

  • Y. Islamoglu, A. Kurt
  • International Journal of Heat and Mass Transfer,
  • 2004
1 Excerpt

Advantica Ltd, "Accurate Load Forecasting, You Can not be Serious

  • Dr John Piggott
  • Pipeline Simulation Interest Group,
  • 2003
2 Excerpts

Studies on the Applicability of Artificial Neural Network (ANN) in Emulsion Liquid Membranes

  • Mousumi Chakraborty, Chiranjib Bhattacharya, Siddhartha Dutta
  • Journal of Membrane Science,
  • 2003
1 Excerpt

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