Fuzzy logic application to out-of-step protection of generators
作者： W. Rebizant , K. Feser
关键词: Fuzzy logic 、 Adaptive neuro fuzzy inference system 、 Electrical impedance 、 Robustness (computer science) 、 Computer science 、 Machine control 、 Adaptive control 、 Control theory 、 Fuzzy inference system
摘要: Efficient protection scheme against out-of-step (OS) conditions based on fuzzy logic (FL) technique is presented. The proposed makes use of an adaptive-network-based inference system (ANFIS). FL-based OS developed has been thoroughly optimized and tested with ATP-generated case signals. designed displays almost perfect efficiency high speed detection. With the cases are identified much earlier comparing to standard impedance-based schemes. Wide robustness features ANFIS-based have also achieved.
sci-hub.se 参考文章(10)
Walter A. Elmore, Protective Relaying: Theory and Applications ,(1994)
Y. Ohura, M. Suzuki, K. Yanagihashi, M. Yamaura, K. Omata, T. Nakamura, S. Mitamura, H. Watanabe, A predictive out-of-step protection system based on observation of the phase difference between substations IEEE Transactions on Power Delivery. ,vol. 5, pp. 1695- 1704 ,(1990) , 10.1109/61.103664
J.-S.R. Jang, ANFIS: adaptive-network-based fuzzy inference system systems man and cybernetics. ,vol. 23, pp. 665- 685 ,(1993) , 10.1109/21.256541
William Roemish, Edward Wall, A New Synchronous Generator Out-of Step Relay Scheme Part I Abbreviated Version IEEE Power & Energy Magazine. ,vol. 104, pp. 562- 571 ,(1985) , 10.1109/TPAS.1985.318974
A. Wiszniewski, B. Kasztenny, A multi-criteria differential transformer relay based on fuzzy logic IEEE Transactions on Power Delivery. ,vol. 10, pp. 1786- 1792 ,(1995) , 10.1109/61.473379
C.W. Taylor, J.M. Haner, L.A. Hill, W.A. Mittelstadt, R.L. Cresap, A New Out-of-Step Relay with Rate of Change of Apparent Resistance Augmentation IEEE Power & Energy Magazine. ,vol. 3, pp. 631- 639 ,(1983) , 10.1109/TPAS.1983.317984
V Centeno, AG Phadke, A Edris, Adaptive out-of-step relay with phasor measurement 6th International Conference on Developments in Power Systems Protection. pp. 210- 213 ,(1997) , 10.1049/CP:19970065
A. Ferrero, S. Sangiovanni, E. Zappitelli, A fuzzy-set approach to fault-type identification in digital relaying IEEE Transactions on Power Delivery. ,vol. 10, pp. 169- 175 ,(1994) , 10.1109/61.368401
T. Takagi, M. Sugeno, Derivation of Fuzzy Control Rules from Human Operator's Control Actions IFAC Proceedings Volumes. ,vol. 16, pp. 55- 60 ,(1983) , 10.1016/S1474-6670(17)62005-6
William R. Roemish, Edward T. Wall, A New Synchronous Generator Out-of-Step Relay Scheme, Part I: Abbreviated Version IEEE Power & Energy Magazine. pp. 562- 571 ,(1985) , 10.1109/MPER.1985.5528755