Comparing least squares support vector machine and probabilistic neural network in transient stability assessment of a large-scale power system

2008 ◽  
Author(s):  
Noor Izzri Abdul Wahab ◽  
Azah Mohamed ◽  
Aini Hussain
Keyword(s):  
Neural Network ◽  
Support Vector Machine ◽  
Power System ◽  
Least Squares ◽  
Large Scale ◽  
Transient Stability ◽  
Probabilistic Neural Network ◽  
Support Vector ◽  
Stability Assessment

Power System Transient Stability Based on SVM

2012 ◽  
Vol 562-564 ◽  
pp. 1476-1478
Author(s):  
Zhen Long Sun ◽  
Ai Long Fan ◽  
Da Lu Guan
Keyword(s):  
Support Vector Machine ◽  
Power System ◽  
Incremental Learning ◽  
Transient Stability ◽  
Assessment Model ◽  
Support Vector ◽  
Learning Method ◽  
Stability Assessment ◽  
Recursive Solution ◽  
Incremental Learning Method

In order to overcome the lack of which power system transient stability assessment model can not continue to learn and update the model online, in this chapter, a incremental learning method of support vector machine is proposed . The new data is added to the solution by constructing a recursive solution , which provides a new way of learning online for power system transient stability assessment.

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