Comparison studies of five neural network based fault classifiers for complex transmission lines

Electric Power Systems Research - Tập 43 - Trang 125-132 - 1997
Y.H. Song1, Q.X. Xuan2, A.T. Johns2
1Department of Electrical Engineering and Electronics, Brunel University, Uxbridge UB8 3PH, UK
2School of Electronic and Electrical Engineering, University of Bath, Bath, BA2 7A Y, UK

Tài liệu tham khảo

Song, 1996 Dillon, 1996 Niebur, 1993, Artificial neural networks for power systems: A literature survey, Eng. Intell. Syst., 1, 133 Ebron, 1990, A neural network approach to the detection of incipient faults on power distribution feeders, IEEE Trans. Power Deliv., 5, 905, 10.1109/61.53101 Sultan, 1992, Detection of high impedance arcing faults using a multilayer perceptron Kandil, 1992, Fault identification in AC-DC transmission system using NNs, IEEE Trans. Power Syst., 7, 812, 10.1109/59.141790 Song, 1994, Accurate fault location scheme based on neural networks applied to EHV transmission systems, 1028 Song, 1994, Neural network based adaptive protection scheme for power transformer, 404 Perez, 1994, Training an artificial neural network to discriminate between magnetizing inrush and internal faults, IEEE Trans Power Deliv., 9, 434, 10.1109/61.277715 Aggarwal, 1994, Neural-network based adaptive single-pole autoreclosure technique for EHV transmission systems, 155 Fitton, 1995, Advantages for power system operation using a neural network based adaptive single-pole autoreclosure relay, 4/1 Dalstein, 1994, Neural network approach to fault classification for high speed protective relaying Sidhu, 1994, Design, implementation and testing of an artificial neural network based fault direction discriminator for protecting transmission lines Xuan, 1996, Performance of neural network based adaptive protection for series compensated transmission systems, Int. J. Electr. Power Syst. Res., 36, 57, 10.1016/0378-7796(95)01014-9 Haykin, 1994 1994, Neural Computing, A Technology Handbook for Professional II/plus and Neuralworks Explorer Lippmann, 1992, Pattern classification using neural networks, IEEE Commun. Mag., 47