Kohonen Neural Network Clustering for Voltage Control in Power Systems

@inproceedings{Nizam2010KohonenNN,
  title={Kohonen Neural Network Clustering for Voltage Control in Power Systems},
  author={Muhammad Nizam},
  year={2010}
}
Clustering a power system is very useful for the purpose of voltage stability control. However, the methods have developed usually have computational inefficiency. This paper presents a new cluster bus technique using Kohonen neural network for the purpose of forming bus clusters in power systems from the voltage stability viewpoint. This cluster formation will simplify voltage control in power system. With this proposed Kohonen algorithm, a large bus system will be partitioned into a small bus… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 16 references

Clustering Based Self-Organizing NN Algorithm for Identification The Weak Area in Power System

M. Nizam
Jurnal Media Informatika • 2007
View 4 Excerpts
Highly Influenced

Multilevel kohonen network learning for clustering problems

SM Shamsuddin, A Zainal, NY. Yusof
Journal of Information and Communication Technology • 2010
View 2 Excerpts

ANN Based Voltage Contingency Screening and Ranking using a Novel Feature Selection Technique, IE(I) Journal-EL

M Pandit, L Srivastave, JD. Sharma
2004
View 1 Excerpt

Voltage stability based weak area clustering technique in power system

PECon 2004. Proceedings. National Power and Energy Conference, 2004. • 2004
View 3 Excerpts

A New Voltage Index and Its Application in Power System Control

Rahman TKA
Ph.D dissertation. Kuala Lumpur: University of Malaya; • 1996
View 1 Excerpt

Artificial Neural Networks with Applications to Power System

El-Sharkawi, D Niebur
Piscataway - New Jersy : Power Engineering Society • 1996

Artificial Neural Networks with Applications to Power System. Piscataway-New Jersy: Power Engineering Society

El-Sharkawi, D Niebur
1996
View 1 Excerpt

Similar Papers

Loading similar papers…