Designing of a New Transformer Ground Differential Relay Based on Probabilistic Neural Network

[1] کی‌نیا، فرشید، افضلی، پیمان، اسماعیلی، سعید، «نگهداری و تعمیرات پیشگیرانه و اصلاحی به‌منظور بهره‌وری طول عمر ترانسفورماتور قدرت با در نظر گرفتن تأثیر فرسودگی بر قابلیت اطمینان»، مهندسی و مدیریت انرژی، دورۀ 7، شمارۀ 3، صفحۀ 20ـ31، 1396. [2] Verzosa, Q. and Lee, W.A., "Testing Microprocessor-Based Numerical Transformer Differential Protection", IEEE Transactions on Industry Applications, Vol. 53, No. 1, pp. 56-64, 2017. [3] باقری، سجاد، مروج، زهرا، قره‌پتیان، گئورک، «تمایز میان عیوب مکانیکی سیم‌پیچ، خطاهای الکتریکی داخلی و خارجی و جریان‌های هجومی در ترانسفورماتورها با استفاده از روش ترکیبی»، مجله مهندسی برق دانشگاه تبریز، دورۀ 48، شمارۀ 1، صفحۀ 21ـ32، 1397. [4] Saleh, S.A., Scaplen, B. and Rahman, M.A., "A New Implementation Method of Wavelet-Packet-Transform Differential Protection for Power Transformers", IEEE Transactions on Industry Applications, Vol. 47, No. 2, pp. 1003-1012, 2011. [5] Moravej, Z., Abdoos, A.A. and Sanaye-Pasand, M., "Power Transformer Protection Using Iimproved S-Transform", Electric Power Components and Systems, Vol. 39, No. 11, pp. 1151-1174, 2011. [6] Balaga, H., Gupta, N. and Vishwakarma, D.N., "GA Trained Parallel Hidden Layered ANN Based Differential Protection of Three Phase Power Transformer", International Journal of Electrical Power & Energy Systems, Vol. 67, pp. 286-297, 2015. [7] Thote, P.B., Daigavane, M.B., Daigavane, P.M., Gawande, S.P., "An Intelligent Hybrid Approach Using KNN-GA to Enhance the Performance of Digital Protection Transformer Scheme", Canadian Journal of Electrical and Computer Engineering, Vol. 40, No. 3, pp. 151-161, 2017. [8] Apostolopoulos, C. and Tsakiris, D., "Design and Performance Evaluation of a High-Impedance REF Scheme for MV/LV Transformers", IEEE Transactions on Industry Applications, Vol. 51, No. 6, pp. 5398- 5409, 2015. [9] Labuschagne, C., Merwe, I.V.D. and Enterprises, E., "A Comparison between High-Impedance and Low-Impedance Restricted Earth-Fault Transformer Protection", in Tech Paper, Schweitzer Eng Labs, pp. 1-9, 2007. [10] Krstivojevic, J.P., Djuric, M.B., "A New Algorithm for Transformer Ground Fault Protection", MedPower 2014 (IET Conferences), Athens (Greece), 2-5 November 2014. [11] Krstivojevic, J.P. and Djuric, M.B., "Verification of Transformer Restricted Earth Fault Protection by using the Monte Carlo Method", Advances in Electrical and Computer Engineering, Vol. 15, No. 3, pp. 65- 72, 2015. [12] Pihler, J., Grcar, B. and Dolinar, D., "Improved Operation of Power Transformer Protection using Artificial Neural Network", IEEE Transactions on Power Delivery, Vol. 12, No. 3, pp. 1128-1136, 1997. [13] Subramanian, P.V., Ajitha, L., "Practical Considerations for High Impedance Restricted Earth Fault Relay Settings", Journal of the Institution of Engineers, Vol. 96, No. 1, pp. 107-110, 2015. [14] Nim Taj, B., Mahmoudi, A. and Kahourzade, S., "Comparison of Low-Impedance Restricted Earth Fault Protection in Power-Transformer Numerical Relays", Australian Journal of Basic and Applied Sciences, Vol. 5, No. 12, pp. 2458-2474, 2011. [15] Bertrand, P., Gotzig, B. and Vollet, C., "Low Impedance Restricted Earth Fault Protection", Seventh International Conference on Developments in Power System Protection, Amsterdam (Netherlands), 9-12 April 2001. [16] Kang, J., Byun, S., Yang, J. and Cho, J., "Analysis and Solutions to Unusual Differential Relay Misoperation during External Disturbance", 42nd Western Protective Relay Conference, Washington (USA), 19-22 October, 2015. [17] Transformer Management Relay, UR series Instruction Manual, Re-vision 4.8 xs, GE Co, Technical Documents of T60. [18] Numerical Differential Protection Relay for Transformers, Generators, Motors, and Branch Points 2003, Technical Documents of 7UT6, Siemens Co. [19] Davarpanah, M., Sanaye-Pasand, M., Iravani, R., "Performance Enhancement of the Transformer Restricted Earth Fault Relay", IEEE Transactions on Power Delivery, Vol. 28, No. 1, pp. 467-474, 2012. [20] Krstivojevic, J.P., Djuric, M.B., "A New Method of Improving Transformer Restricted Earth Fault Protection", Advances in Electrical and Computer Engineering, Vol. 14, No. 3, pp. 41-48, 2014. [21] Krstivojevic, J.P., Djuric, M.B., "A New Algorithm for Avoiding Maloperation of Transformer Restricted Earth Fault Protection Caused by the Transformer Magnetizing Inrush Current and Current Transformer Saturation", Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 23, No. 1, pp. 1-18, 2015. [22] IEEE Guide for Protective Relay Applications to Power Transformers, IEEE Standard C37.91, New York, 3rd edition, May 2008. [23] Tripathy, M., Maheshwari, R.P., Verma, H.K., "Application of Probabilistic Neural Network for Differential Relaying of Power Transformer", IET Generation, Transmission & Distribution, Vol. 1, No. 2, pp. 218-222, 2007. [24] عبدوس، علی‌اکبر، مروج، زهرا، صنایع‌پسند، مجید، «حفاظت دیفرانسیل هوشمند با استفاده از پردازش سیگنال زمان»، رساله دکتری تخصصی، دانشگاه سمنان، سمنان، صفحۀ 40ـ41، 1391. [25] Gil, M. and Abdoos, A.A., "Intelligent Busbar Protection Scheme Based on Combination of Support Vector Machine and S-Transform", IET Generation, Transmission & Distribution, Vol. 11, No. 8, pp. 2056-2064, 2017. [26] Paithankar, Y.G. and Bhide, S.R., "Fundamental of Power System Protection", PHI Learning Private Limited, pp. 80-81, 2010. [27] MiCOM P642, P643 & P645-Transformer Protection Relays, Technical Manual, pp. 321-326, 2011.