Title :
Transient stability assessment of a turbine generator using state estimation and optimal feedback. A neural network approach
Author :
Nascimento, E. ; Goswami, P.K. ; Cory, B.J. ; MacDonald, D.C.
Author_Institution :
Imperial Coll., London, UK
Abstract :
A back propagation artificial neural network is used to assess the transient stability assessment of a turbine generator equipped with a governor, voltage regulator and digital power system stabiliser. The ability to learn, interpolate and reproduce behaviour is presented, showing how the stability of a high order nonlinear system can be obtained without the prior solution of the state equations
Keywords :
neural nets; power engineering computing; stability; synchronous generators; transients; turbogenerators; back propagation artificial neural network; digital power system stabiliser; governor; optimal feedback; state estimation; transient stability; turbine generator; voltage regulator;
Conference_Titel :
Power System Monitoring and Control, 1991., Third International Conference on
Conference_Location :
London
Print_ISBN :
0-85296-511-7
