Power System Short-Term Load Forecasting Using Artificial Neural Networks

@inproceedings{Kuhba2016PowerSS,
  title={Power System Short-Term Load Forecasting Using Artificial Neural Networks},
  author={Dr. Hassan Kuhba and Hassan A. Hassan Al-Tamemi},
  year={2016}
}
  • Dr. Hassan Kuhba, Hassan A. Hassan Al-Tamemi
  • Published 2016
In this paper, a multi-layer perceptron with back-propagation algorithm as learning strategy is used to train the neural networks. One of the important features of using (MLP) NNs is the weather variation such as temperature, humidity, cloudiness ... etc., can be simulated as the most essential parameters that affect on the predicted load. The proposed method, by computation of the predicted loads for different parameters variations, is demonstrated on practical system (Iraqi National Grid, 14… CONTINUE READING

Citations

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Short-term aggregated load and distributed generation forecast using fuzzy grouping approach

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2017 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM) • 2017
View 2 Excerpts

Artificial Neural Networks Based Power System Short-term Load Forecasting

Hassan A. KuhbaM. Sc. Hassan A. Hassan Al-Tamemi
2016
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References

Publications referenced by this paper.
Showing 1-8 of 8 references

′power system Short-term load forecasting′

Jingfei Yang
Ph.D. Thesis, • 2006
View 2 Excerpts

′Neural Network for Short –Term load Forecasting: A Review and Evaluation′

H. S Hippert, C. E. Pedreira, R. C. Souza
IEEE Trans. on power system, • 2005

El-Debeiky and N.E. Hasasien, ′′Long –Term Load Forecasting for Fast Developing Utility Using a Knowledge-Based Expert System′

S.M.M.S. Kandil
IEEE Trans. on Power Systems, • 2002
View 1 Excerpt

′Neural Network models for short-term load forecasting′

Pauli Murto
M.Sc. Thesis, Helsiki University of Technology, • 1998
View 1 Excerpt

′Methodology of Urban Re-Development Consideration in Spatial Load Forecasting′

Mo-yuen Chow, Hahn Tram
IEEE Transactions on Power Systems, • 1997
View 1 Excerpt

Short-term load forecasting

Proceedings of the IEEE • 1987
View 1 Excerpt

′Computer Aided Power System Operation and Analysis′

R. N. Dahr
Book, Mc-Grew Hill Publishing Company, • 1982
View 1 Excerpt

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