Design of a fuzzy distance relay taking into consideration the impact of using a unified power flow controller
DOI:
https://doi.org/10.15587/1729-4061.2023.277343Keywords:
Flexible Alternating Current Transmission System, Unified Power Flow Controller, Neuro-Fuzzy Designer, Protection SystemsAbstract
The compact design of a fuzzy distance relay, which includes its impact on using a unified power flow controller in a power system, has been adopted as the object of the study. Traditional power system grids have increasingly widely used flexible alternating current transmission system devices in recent years to increase power system stability when faults, unbalance, and sudden changes in load occur. This plays a role in improving power quality, power factor corrections, and power flow control. A unified power flow controller is one of these devices that is most used, popular and meets these benefits, but it simultaneously gives a different change in the apparent impedance of the protection system due to its design. To overcome these issues, the proposed novel design of a fuzzy distance relay is made with the assistance of MATLAB® Simulink and Neuro-Fuzzy Designer. The proposed design work was divided into three parts, the first without fault and the second one including four scenarios without using and using a unified power flow controller in different transmission line locations. The design was carried out in the third part after collecting all input-output data sets. This paper offers an efficient design method, which depends on the input value of the observed apparent impedance, also known as resistance (R), and reactance (X). The output is a trip signal to the circuit breaker when a fault occurs. The advantages of the proposed design are a fast-clearing time of 1.42 ms, and working when utilizing a unified power flow controller in different locations; the results show a fast clearing although the long impedance trajectory for some cases. The fast fault clearing will make the system more stable and overcome the maloperation of the distance relay
Supporting Agency
- We would like to extend our deepest gratitude to the University of Mosul, College of Engineering, for their support throughout this work.
References
- Sriram, C., Somlal, J., Goud, B. S., Bajaj, M., Elnaggar, M. F., Kamel, S. (2022). Improved Deep Neural Network (IDNN) with SMO Algorithm for Enhancement of Third Zone Distance Relay under Power Swing Condition. Mathematics, 10 (11), 1944. doi: https://doi.org/10.3390/math10111944
- C37.113-2015 - IEEE Guide for Protective Relay Applications to Transmission Lines (2016). doi: https://doi.org/10.1109/ieeestd.2016.7502047
- Hingorani, N. G., Gyugyi, L. (2000). Understanding FACTS: Concepts and Technology of Flexible AC Transmission Systems. Wiley-IEEE Press, 452. Available at: https://ieeexplore.ieee.org/book/5264253
- Wei, L., Qi, Y., Qi, H. (2018). Research on design and implementation of relay protection in smart grid. 2018 Chinese Control And Decision Conference (CCDC). doi: https://doi.org/10.1109/ccdc.2018.8407353
- Ghorbani, A., Ebrahimi, S. Y., Ghorbani, M. (2017). Active power based distance protection scheme in the presence of series compensators. Protection and Control of Modern Power Systems, 2 (1). doi: https://doi.org/10.1186/s41601-017-0034-4
- Ghorbani, A., Mozafari, B., Ranjbar, A. M. (2012). Digital distance protection of transmission lines in the presence of SSSC. International Journal of Electrical Power & Energy Systems, 43 (1), 712–719. doi: https://doi.org/10.1016/j.ijepes.2012.05.035
- Khoshkbar Sadigh, A., Tarafdar Hagh, M., Sabahi, M. (2010). Unified power flow controller based on two shunt converters and a series capacitor. Electric Power Systems Research, 80 (12), 1511–1519. doi: https://doi.org/10.1016/j.epsr.2010.06.015
- Zhou, X., Wang, H., Aggarwal, R. K., Beaumont, P. (2006). Performance Evaluation of a Distance Relay as Applied to a Transmission System With UPFC. IEEE Transactions on Power Delivery, 21 (3), 1137–1147. doi: https://doi.org/10.1109/tpwrd.2005.861329
- Ghorbani, A., Khederzadeh, M., Mozafari, B. (2012). Impact of SVC on the protection of transmission lines. International Journal of Electrical Power & Energy Systems, 42 (1), 702–709. doi: https://doi.org/10.1016/j.ijepes.2012.04.029
- Singh, A. R., Dambhare, S. S. (2013). Adaptive distance protection of transmission line in presence of SVC. International Journal of Electrical Power & Energy Systems, 53, 78–84. doi: https://doi.org/10.1016/j.ijepes.2013.03.020
- Raman, S., Gokaraju, R., Jain, A. (2013). An Adaptive Fuzzy Mho Relay for Phase Backup Protection With Infeed From STATCOM. IEEE Transactions on Power Delivery, 28 (1), 120–128. doi: https://doi.org/10.1109/tpwrd.2012.2226062
- Abdollahzadeh, H., Mozafari, B., Jazaeri, M. (2015). Realistic insights into impedance seen by distance relays of a SSSC-compensated transmission line incorporating shunt capacitance of line. International Journal of Electrical Power & Energy Systems, 65, 394–407. doi: https://doi.org/10.1016/j.ijepes.2014.10.037
- Achary, K. S. K., Raja, P. (2017). Adaptive design of distance relay for series compensated transmission line. Energy Procedia, 117, 527–534. doi: https://doi.org/10.1016/j.egypro.2017.05.179
- Lal, D. K., Barisal, A. K. (2017). Comparative performances evaluation of FACTS devices on AGC with diverse sources of energy generation and SMES. Cogent Engineering, 4 (1), 1318466. doi: https://doi.org/10.1080/23311916.2017.1318466
- Debnath, M. K., Jena, T., Mallick, R. K. (2017). Optimal design of PD-Fuzzy-PID cascaded controller for automatic generation control. Cogent Engineering, 4 (1), 1416535. doi: https://doi.org/10.1080/23311916.2017.1416535
- Khoa, N., Tung, D. (2018). Locating Fault on Transmission Line with Static Var Compensator Based on Phasor Measurement Unit. Energies, 11 (9), 2380. doi: https://doi.org/10.3390/en11092380
- Kuflom, M., Crossley, P., Osborne, M. (2018). Impact of ‘intermediate’ sources on distance protection of transmission lines. The Journal of Engineering, 2018 (15), 913–917. doi: https://doi.org/10.1049/joe.2018.0239
- Yatendra, K., Tripathi, P., Singh, R. (2019). Impact of FACTS Device on Zonal Protection Scheme in Modified Dorsey-Chicago Transmission System. 2019 3rd International Conference on Recent Developments in Control, Automation & Power Engineering (RDCAPE). doi: https://doi.org/10.1109/rdcape47089.2019.8979070
- Georgilakis, P. S., Hatziargyriou, N. D. (2019). Unified power flow controllers in smart power systems: models, methods, and future research. IET Smart Grid, 2 (1), 2–10. doi: https://doi.org/10.1049/iet-stg.2018.0065
- Apostolopoulos, C. A., Korres, G. N. (2010). Real-time implementation of digital relay models using MATLAB/SIMULINK and RTDS. European Transactions on Electrical Power, 20 (3), 290–305. doi: https://doi.org/10.1002/etep.311
- Abdollahzadeh, H. (2021). A new approach to eliminate impacts of high-resistance faults by compensation of traditional distance relays’ input signals. Electric Power Systems Research, 194, 107098. doi: https://doi.org/10.1016/j.epsr.2021.107098
- Rathore, B., Mahela, O. P., Khan, B., Padmanaban, S. (2021). Protection Scheme using Wavelet-Alienation-Neural Technique for UPFC Compensated Transmission Line. IEEE Access, 9, 13737–13753. doi: https://doi.org/10.1109/access.2021.3052315
- Zamora-Mendez, A., Sotelo-Castañón, J., Arrieta Paternina, M. R., Buendia, P., Torres, C., Toledo-Santos, C. et al. (2021). Two effective methods for impedance estimation in distance relays based on the DC offset removal. Electric Power Systems Research, 194, 107102. doi: https://doi.org/10.1016/j.epsr.2021.107102
- Sorrentino, E., Melián, J., De Andrade, V. (2023). A novel method to obtain the offset mho characteristic of memory-polarized and cross-polarized distance functions of protective relays from experimental measurements. Electric Power Systems Research, 216, 108897. doi: https://doi.org/10.1016/j.epsr.2022.108897
- Kumar Kavuturu, K. V., Sai Tejaswi, K. N. V., Janamala, V. (2022). Performance and security enhancement using generalized optimal unified power flow controller under contingency conditions and renewable energy penetrations. Journal of Electrical Systems and Information Technology, 9 (1). doi: https://doi.org/10.1186/s43067-022-00057-y
- Nasser, A., Arkan, S. (2019). Enhancement Effects of the STATCOM on the Distance Relay Protection. International Journal of Computer Applications, 182 (40), 10–14. doi: https://doi.org/10.5120/ijca2019918461
- Bonetti, A., Yalla, M. V. V. S., Holst, S. (2016). The IEC 60255-121:2014 standard and its impact on performance specification, testing and evaluation of distance protection relays. 2016 IEEE/PES Transmission and Distribution Conference and Exposition (T&D). doi: https://doi.org/10.1109/tdc.2016.7520031
- Ma, J., Xiang, X., Li, P., Deng, Z., Thorp, J. S. (2017). Adaptive distance protection scheme with quadrilateral characteristic for extremely high‐voltage/ultra‐high‐voltage transmission line. IET Generation, Transmission & Distribution, 11 (7), 1624–1633. doi: https://doi.org/10.1049/iet-gtd.2016.0373
- Thakare, S., Janaki, M., Thirumalaivasan, R. (2019). Improvement in Power Flow Control and Voltage Regulation using UPFC. 2019 Innovations in Power and Advanced Computing Technologies (i-PACT). doi: https://doi.org/10.1109/i-pact44901.2019.8960151
- Alnaib, I. I., Alsammak, A. N. B., Sabry, S. (2022). Protection Relay Performance Comparison for Faults Detection and Classification Based on ANN and ANFIS. Control, Instrumentation and Mechatronics: Theory and Practice, 545–555. doi: https://doi.org/10.1007/978-981-19-3923-5_47
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Ahmed Nasser B. Alsammak, Hiba Nadhim A Al-Kaoaz
This work is licensed under a Creative Commons Attribution 4.0 International License.
The consolidation and conditions for the transfer of copyright (identification of authorship) is carried out in the License Agreement. In particular, the authors reserve the right to the authorship of their manuscript and transfer the first publication of this work to the journal under the terms of the Creative Commons CC BY license. At the same time, they have the right to conclude on their own additional agreements concerning the non-exclusive distribution of the work in the form in which it was published by this journal, but provided that the link to the first publication of the article in this journal is preserved.
A license agreement is a document in which the author warrants that he/she owns all copyright for the work (manuscript, article, etc.).
The authors, signing the License Agreement with TECHNOLOGY CENTER PC, have all rights to the further use of their work, provided that they link to our edition in which the work was published.
According to the terms of the License Agreement, the Publisher TECHNOLOGY CENTER PC does not take away your copyrights and receives permission from the authors to use and dissemination of the publication through the world's scientific resources (own electronic resources, scientometric databases, repositories, libraries, etc.).
In the absence of a signed License Agreement or in the absence of this agreement of identifiers allowing to identify the identity of the author, the editors have no right to work with the manuscript.
It is important to remember that there is another type of agreement between authors and publishers – when copyright is transferred from the authors to the publisher. In this case, the authors lose ownership of their work and may not use it in any way.