On-line determination of transient stability status using multilayer perceptron neural network

[1] T. Rahman, S. Sankaran, N. Seeley and K. Garg, “Capturing Generator Rotor Angle and Field Quantities SDG&E Experience and Approach to Using Nontraditional Generator Measurements”, Proceedings of 42-nd Annual Western Protective Relay Conference, Washington, 2015.10.1109/CPRE.2016.7914880Search in Google Scholar

[2] A. D. Rajapakse, F. Gomez, O. M. K. K. Nanayakkara, P. A. Crossley, and V. V. Terzija “Rotor Angle Stability Prediction Using Post-disturbance voltage trajectory patterns”, Power & Energy Society General meeting, pp. 1-6, 2009.10.1109/PES.2009.5275270Search in Google Scholar

[3] P. Kundur, J. Paserba, V. Ajjarapu, G. Andersson, A. Bose, C. Canizares, N. Hatziargyriou, D. Hill, A. Stankovic, C. Taylor, T. V. Cutsem and V. Vittal, “Definition and Classification of Power System Stability”, IEEE Transactions on Power Systems, vol. 19, no. 2, pp. 1387-1401, 2004.Search in Google Scholar

[4] N. Amjady and S. F. Majedi, “Transient stability prediction by a hybrid intelligent system”, IEEE Transaction on Power Systems, vol. 22, no.3, pp. 1275 - 1283, 2007.10.1109/TPWRS.2007.901667Open DOISearch in Google Scholar

[5] D. R. Gurusinghe and A. D. Rajapakse, “Post-Disturbance Transient Stability Status Prediction Using Synchrophasor Measurements”, IEEE Transactions on Power Systems, vol. 31, no.5, pp. 3656-3664, 2016.Search in Google Scholar

[6] A. N. AL-Masri, M. Z. A. A. Kadir, H. Hizam and N. Mariun, “A Novel Implementation for Generator Rotor Angle Stability Prediction Using an Adaptive Artificial Neural Network Application for Dynamic Security Assessment”, IEEE Transactions on Power Systems, vol. 28, no.3, pp. 2516-2525, 2013.Search in Google Scholar

[7] Y. Zhou, J. Wu, Z. Yu, L. Ji and L. Hao, “A Hierarchical Method for Transient Stability Prediction of Power Systems Using the Confidence of a SVM-Based Ensemble Classifier”, Energies, vol. 9, pp. 1-20, 2016.10.3390/en9100778Search in Google Scholar

[8] J. Hazra, R. K. Reddi, K. Das, D. P. Seetharam and A. K. Sinha, “Power Grid Transient Stability Prediction Using Wide Area Synchrophasor Measurements”, Proceeding of 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Berlin, pp. 1-8, 2012.10.1109/ISGTEurope.2012.6465752Search in Google Scholar

[9] T. Guo and J. V. Milanović, “On-line Prediction of Transient Stability Using Decision Tree Method - Sensitivity of Accuracy of Prediction to Different Uncertainties”, Proceedings of the IEEE Grenoble PowerTech, Grenoble, 2013.10.1109/PTC.2013.6652106Search in Google Scholar

[10] F. Gomez, A. U. Rajapakse and I. Annakkage and Fernando, “Support Vector Machine-Based Algorithm for Post-Fault Transient Stability Status Prediction Using Synchronized Measurements”, IEEE Transactions on Power Systems, vol. 26, no.3, pp. 1474-1483, 2011.Search in Google Scholar

[11] J. Q. Zhao, J. Li, X. C. Wu, K. Men, C. Hong and Y. J. Liu, “A novel real-time transient stability prediction method based on post-disturbance voltage trajectories”, Proceedings of the International Conference on Advanced Power System Automation and Protection, Beijing, pp. 730-736, 2011.10.1109/APAP.2011.6180495Search in Google Scholar

[12] A. D. Rajapakse, F. Gomez, O. M. K. K. Nanayakkara, P. A. Crossley and V. V. Terzija, “Rotor angle stability prediction using post-disturbance voltage trajectory patterns”, IEEE Transactions on Power Systems, vol. 25, no.2, pp. 945-956, 2010.10.1109/TPWRS.2009.2036265Search in Google Scholar

[13] D. E. Echeverra, J. L. Rueda, J. C. Cepeda1, D. G. Colomé and I. Erlich, “Comprehensive approach for prediction and assessment of power system transient stability real-time”, Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Copenhagen, pp. 1-5, 2013.10.1109/ISGTEurope.2013.6695394Search in Google Scholar

[14] A. Y. Abdelaziz and M. A. El-Dessouki, “Transient Stability Assessment using Decision Trees and Fuzzy Logic Techniques”, I. J. Intelligent Systems and Applications, vol. 10, pp. 1-10, 2013.10.5815/ijisa.2013.10.01Search in Google Scholar

[15] IEEE Standard for Synchrophasor Measurements for Power Systems, IEEE Std.C37.118.1-2011, December 2011.Search in Google Scholar

[16] Power System Simulator for Engineers PSSE University Edition, 2016.Search in Google Scholar

[17] M. H. Beale, M. T. Hagan, H. B. Demuth, Neural Network ToolboxTM, User Guide, MATLAB, R2016b, pp. 3-2 - 3-5, 2016.Search in Google Scholar

[18] C. K. Özkan and F. S. Erbek, “The Comparison of Activation Functions for Multispectral Landsat TM Image Classification”, Photogrammetric Engineering & Remote Sensing, vol. 69, no.11, pp. 1225-1234, 2013.Search in Google Scholar

[19] B. Naduvathuparambil, M. C. Valenti and A. Feliachi, “Communication Delays Wide Area Measurement Systems”, Proceedings of the thirty-fourth Southeastern Symposium on System Theory, Huntsville, 2002.Search in Google Scholar