Power system static security assessment using the Kohonen neural network classifier

1992 ◽  
Vol 7 (2) ◽  
pp. 865-872 ◽  
Author(s):  
D. Niebur ◽  
A.J. Germond
Keyword(s):  
Neural Network ◽  
Power System ◽  
Security Assessment ◽  
Neural Network Classifier ◽  
Kohonen Neural Network ◽  
Static Security

Artificial Neural Network for Power System Static Security Assessment: A Survey

2013 ◽  
Vol 66 (1) ◽  
Author(s):  
I. S. Saeh ◽  
M. W. Mustafa
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Power System ◽  
Future Research ◽  
Security Assessment ◽  
Advantages And Disadvantages ◽  
Hybrid Techniques ◽  
Static Security ◽  
Artificial Neural ◽  
Artificial Neural Network Ann

According to the growth rate of Machine Learning (ML) application in some power system subjects, this paper introduce a comprehensive survey of Artificial Neural Network (ANN) in Static Security Assessment (SSA). Advantages and disadvantages of using ANN in above mentioned subjects and the main challenges in these fields have been explained, too. We explore the links between the fields of SSA and NN in a unified presentation and identify key areas for future research. Recent developments in the solution methods for SSA are reviewed. Hybrid techniques in SSA are also discussed and reviewed and future directions for research are suggested. 

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