Transient Stability Margin Assessment of a Power System Using Multi-Layered Perceptron Neural Network

Transient Stability Margin Assessment of a Power System Using Multi-Layered Perceptron Neural Network

نوع فایل :PDF تعداد صفحات :9 سال انتشار :1395 چکیده Online transient stability assessment of a power system is not yetfeasible due to the intensive computation involved. Artificial neuralnetworks have been proposed as one of the approaches to this problembecause of its ability to quickly map nonlinear relationships between theinput data and the output. This paper presents a methodology forestimating the normalized transient stability margin by using themultilayered perceptron neural network. The complex relationshipbetween the input variables and output variables is established by usingthe neural networks. The nonlinear mapping relation between thenormalized transient stability margin and the operating conditions of thepower system is established by...