Risk based security assessment of power system using generalized regression neural network with feature extraction

• Main Authors: Marsadek M., Mohamed A.
• Other Authors: 26423183000
• Format: Article
• Published: 2023
• Subjects: generalized regression neural network; line overload; low voltage; principle component analysis; risk index; voltage collapse; Electric loads; Feature extraction; Meteorology; Neural networks; Principal component analysis; Generalized regression neural networks; Low voltages; Principle component analysis; Risk indices; Voltage collapse; Risk assessment

A comprehensive risk based security assessment which includes low voltage, line overload and voltage collapse was presented using a relatively new neural network technique called as the generalized regression neural network (GRNN) with incorporation of feature extraction method using principle compo...