Transmission Line Protective Relay Based on Recursive Least-Square Filters and Weights Analysis
The purpose of this study takes advantage of real-time hardware and software co-simulation to integrate a recursive least-square adaptive filter into a relay design for transmission line protection. The relay trip logic is controlled with a recursive least-square filter that analyzes the weights and cumulative error auto-correlation for magnitude and angles per phase. This analysis allows to detect and identify the fault type. The study focuses on the modelling of a consistent testing case study designed for transmission lines protections based on the EMTP reference model. The proposed solution could be scalable to protect other elements in power systems. It is consistent with current technological tools, and the RLS algorithm optimizes the computational performance of the relay.
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R. Singh, Digital Power System Protection. New Delhi: Prentice-Hall of India., 2007.
J. T. Tengdin, Revising ieee standard c37.2, IEEE Industry Applications Magazine, vol. 16, no. 1, pp. 10–15, January 2010.
J. T. Tengdin and E. A. Udren, The 2008 revision of ieee c37.2 standard electrical power system device function numbers, acronyms and contact designations, in 2009 62nd Annual Conference for Protective Relay Engineers, March 2009, pp. 21–32.
A. Abdelmoumene and H. Bentarzi, A review on protective relays developments and trends, Journal of Energy in Southern Africa, vol. 25, no. 2, pp. 91–95, May 2014.
EPRI, Program on technology innovation: Setting-less protection methods, prototype setting-less protective relay laboratory demonstration, Electric Power Research Institute, 3420 Hillview Avenue Palo Alto, CA 94304-1338, Tech. Rep. 3002004095, June 2014.
A. P. S. Meliopoulos, G. J. Cokkinides, Z. Tan, S. Choi, Y. Lee, and P. Myrda, Setting-less protection: Feasibility study, in 2013 46th Hawaii International Conference on System Sciences, Jan 2013, pp. 2345–2353.
EPRI, Program on technology innovation: Setting-less protection methods for grid transformation, Electric Power Research Institute EPRI, Palo Alto, CA: 2013., Tech. Rep. 3002001846., 2013.
Y. Liu, A. P. Meliopoulos, L. Sun, and R. Fan, Dynamic state estimation based protection of mutually coupled transmission lines, CSEE Journal of Power and Energy Systems, vol. 2, no. 4, pp. 6–14, December 2016.
Y. Liu, A. P. Meliopoulos, R. Fan, L. Sun, and Z. Tan, Dynamic state estimation based protection on series compensated transmission lines, IEEE Transactions on Power Delivery, vol. 32, no. 5, pp. 2199-2209, Oct. 2017.
D. Celeita, M. Hernandez, G. Ramos, N. Penafiel, M. Rangel, and D. Bernal, Implementation of an educational real-time platform for relaying automation on smart grids, Electric Power Systems Research, vol. 130, pp. 156–166, 2016.
J. D. Pico, D. Celeita, and G. Ramos, Protection coordination analysis under a real-time architecture for industrial distribution systems based on the StdIEEE 242-2001, IEEE Transactions on Industry Applications, vol. 52, no. 4, pp. 2826–2833, July 2016.
D. Celeita, J. D. Prez, and G. Ramos, Virtual relay design for feeder protection testing with online simulation, in 2016 IEEE Industry Applications Society Annual Meeting, Oct 2016, pp. 1–7.
I. P. PSRC, Emtp reference models for transmission line relay testing, PES, Tech. Rep., 2005. [Online]. Available at: http://www.pes-psrc.org/Reports/EMTP%20Ref%20Model-Final.pdf
J. Lewis Blackburn and T. Domin, Protective Relaying. Principles and Applications, 3rd ed. CRC Press., 2007.
IEEE Guide for the Application of Current Transformers Used for Protective Relaying Purposes, IEEE Std., 2008, he Application of Current Transformers Used for Protective Relaying Purposes, IEEE Std C37.110-2007.
E. O. Egorova, Atp modeling of internal transformer faults for relay performance testing, Masters report, Michigan Technological University, 2011. [Online]. Available at: http://digitalcommons.mtu.edu/etds/577
M. Kezunovic, L. Kojovic, A. Abur, C. W. Fromen, D. R. Sevcik, and Phillips, Experimental evaluation of emtp-based current transformer models for protective relay transient study, IEEE Transactions on Power Delivery, vol. 9, no. 1, pp. 405–413, Jan 1994.
K. Gadgil, A numerical protection relay solution: High performance analog, Texas Instruments, Tech. Rep. SLAA466, September 2010.
A. R. Hakim, Atp-emtp modeling of distance relays to simulate single line to ground fault performance in transmission network, Master of Science Thesis, TU Delft University of Technology, 2015.
M. H. Hayes, Statistical digital signal processing and modeling, 1st ed. John Wiley & Sons, Inc., 1996.
B. Widrow, J. M. McCool, M. G. Larimore, and C. R. Johnson, Stationary and nonstationary learning characteristics of the lms adaptive filter, Proceedings of the IEEE, vol. 64, no. 8, pp. 1151–1162, Aug 1976.
D. F. Celeita Rodriguez, J. D. Perez Osorio and G. Ramos, Assessment of a Decaying DC Offset Detector on CTs Measurements Applying Mathematical Morphology, in IEEE Transactions on Industry Applications.
Rios, M., Olivares, S., Transient Simulations for HVDC Transmission Lines, (2015) International Review on Modelling and Simulations (IREMOS), 8 (3), pp. 293-300.
M. Pazoki, A New DC-Offset Removal Method for Distance-Relaying Application Using Intrinsic Time-Scale Decomposition, in IEEE Transactions on Power Delivery, vol. 33, no. 2, pp. 971-980, April 2018.
Chunguo Fei, Guoyuan Qi, Chunxin Li, Fault location on high voltage transmission line by applying support vector regression with fault signal amplitudes, Electric Power Systems Research, Volume 160, 2018, Pages 173-179.
Manimozhi, M., Snigdha, G., Nagalakshmi, S., Kumar, R., State Estimation and Sensor Bias Detection Using Adaptive Linear Kalman Filter, (2013) International Review on Modelling and Simulations (IREMOS), 6 (3), pp. 1005-1010.
Chi-Shan Yu, A discrete Fourier transform-based adaptive mimic phasor estimator for distance relaying applications, in IEEE Transactions on Power Delivery, vol. 21, no. 4, pp. 1836-1846, Oct. 2006.
P. Sridhar, V. Purna Chandra Rao, B.P. Singh, Analysis of Fault and Determination of Damping Co-efficient and DC-Offset in a High Voltage Transmission Line, Materials Today: Proceedings, Volume 5, Issue 1, Part 1, 2018, Pages 2016-2021
Molina-Cabrera, A., Rios, M., A Kalman Latency Compensation Strategy for Model Predictive Control to Damp Inter-Area Oscillations in Delayed Power Systems, (2016) International Review of Electrical Engineering (IREE), 11 (3), pp. 296-304.
Grillo, C., Montano, F., An EKF Based Method for Path Following in Turbulent Air, (2017) International Review of Aerospace Engineering (IREASE), 10 (1), pp. 1-6.
Phanendra Babu, N., Suresh Babu, P., Siva Sarma, D., A Reliable Wide-Area Measurement System Using Hybrid Genetic Particle Swarm Optimization (HGPSO), (2015) International Review of Electrical Engineering (IREE), 10 (6), pp. 747-763.
Gruhonjic Ferhatbegovic, S., Single Phase Fault Location in Distribution Networks Based on Charge Transients, (2015) International Review of Electrical Engineering (IREE), 10 (1), pp. 71-78.
Peidaee, P., Kalam, A., Shi, J., Jimenez, P., Fault Current Characteristics in Distribution Network Interconnected with DFIG, (2015) International Review of Electrical Engineering (IREE), 10 (5), pp. 662-669.
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