Effect of Electric Vehicle Charging Stations on the Performance of Distance Relay
Section: Research Paper
Abstract
Distance protection is considered important and essential in power systems. Due to the development of distribution systems and the system's topology change from time to time, integrating electric vehicles into the distribution system leads to an increase in short circuit level and injection of harmonics into the system. Since the vehicles are continuously variable loads, this leads to difficulty in adjusting the protections that depend on the current in the process of adjusting them. As a result, distance protection is used in distribution systems. This paper shows the effect of integrating electric vehicle charging stations on the relay performance of distance protection in the distribution system. Distance protection relay was built based on artificial neural networks adapted to the system conditions. The accuracy of the neural network model used for fault detection was (99.9%), and the error rate in locating the fault was (0.00079%).
References
- C. Gong et al., Research on influence and resolution of the relay protections with electric vehicle charging station integrating into distribution network, Int. J. Hydrogen Energy, vol. 42, no. 29, pp. 1874718753, 2017, doi: 10.1016/j.ijhydene.2017.04.181.
- A. N. Alsammak and M. I. I. Abdulhameed, Performance Improvement for Distance Relay Based Fuzzy Logic for All Prospective Faults, Int. Res. J. Eng. Technol., vol. 05, no. 08, pp. 14891495, 2018.
- G. Electric, MiCOM P40 Agile, Technical Manual, 2017.
- A. N. Alsammak and M. S. A. Janderma, Design a Fuzzy Distance Relay Including STATCOM Effects, Int. Res. J. Eng. Technol., vol. 06, no. 08, pp. 10721078, 2019.
- S. Khudher, I. Aris, M. Othman, and N. Mailah, Output-Input Hybrid Passive Filter Design for Electric Vehicle Charging Station, Al-Rafidain Eng. J., vol. 26, no. 2, pp. 132142, Oct. 2021, doi: 10.33899/rengj.2021.129599.1084.
- P. Richardson, D. Flynn, and A. Keane, Impact assessment of varying penetrations of electric vehicles on low voltage distribution systems, IEEE PES Gen. Meet. PES 2010, pp. 16, 2010, doi: 10.1109/PES.2010.5589940.
- L. Wang, Z. Qin, T. Slangen, P. Bauer, and T. van Wijk, Grid Impact of Electric Vehicle Fast Charging Stations: Trends, Standards, Issues and Mitigation Measures - An Overview, IEEE Open J. Power Electron., vol. 2, pp. 5674, 2021, doi: 10.1109/OJPEL.2021.3054601.
- A. S. Khraiwish, M. Alshamasin, R. Kassasbeh, Y. Al shibou, Z. Al-Qudah, and M. Al-Busoul, The Effect of the Harmonics, the Fault Location and the Fault Resistance on the Performance of the Impedance-Type Distance Relay, Am. J. Appl. Sci., vol. 6, no. 4, pp. 788796, Apr. 2009, doi: 10.3844/ajas.2009.788.796.
- M. Mulholland, D. B. Hibbert, P. R. Haddad, and P. Parslov, A comparison of classification in artificial intelligence, induction versus a self-organising neural networks, Chemom. Intell. Lab. Syst., vol. 30, no. 1, pp. 117128, 1995, doi: 10.1016/0169-7439(95)00050-X.
- E. Systemsfer, Artificial Intelligence and Expert Systems for Engineers, Artif. Intell. Expert Syst. Eng., 2018, doi: 10.1201/9781315137773.
- I. I. Alnaib, A. N. B. Alsammak, and S. Sabry, Protection Relay Performance Comparison for Faults Detection and Classification Based on ANN and ANFIS, in Control, Instrumentation and Mechatronics: Theory and Practice, Z. M. Norhaliza Abdul Wahab, Ed. Springer, Singapore, 2022, pp. 545555.
- J. Ma, J. Liu, G. Yang, and A. G. Phadke, Research on regional centralized protection scheme for distribution network integrated with electric vehicles, Int. J. Electr. Power Energy Syst., vol. 119, p. 105903, Jul. 2020, doi: 10.1016/j.ijepes.2020.105903.
- G. Ziegler, Numerical Distance Protection,Principles and Applications. John Wiley& Sons, 2011.
- M. Nour, J. P. Chaves-vila, G. Magdy, and . Snchez-Miralles, Review of Positive and Negative Impacts of Electric Vehicles Charging on Electric Power Systems, Energies, vol. 13, no. 18, p. 4675, Sep. 2020, doi: 10.3390/en13184675.
- M. Utakrue and K. Hongesombut, Impact Analysis of Electric Vehicle Quick Charging to Power Transformer Life Time in Distribution System, in ITEC Asia-Pacific 2018 - 2018 IEEE Transp. Electrif. Conf. Expo, Asia-Pacific E-Mobility A Journey from Now Beyond, 2018, pp. 15, doi: 10.1109/ITEC-AP.2018.8433281.
- M. Farhoodnea, A. Mohamed, H. Shareef, and H. Zayandehroodi, Power quality impacts of high-penetration electric vehicle stations and renewable energy-based generators on power distribution systems, Meas. J. Int. Meas. Confed., vol. 46, no. 8, pp. 24232434, 2013, doi: 10.1016/j.measurement.2013.04.032.
- S. Habib, M. Kamran, and U. Rashid, Impact analysis of vehicle-to-grid technology and charging strategies of electric vehicles on distribution networks - A review, J. Power Sources, vol. 277, pp. 205214, 2014, doi: 10.1016/j.jpowsour.2014.12.020.
- R. Kumar and D. Saxena, Impact of Plug-In Electric Vehicles on Faulted Distribution System, Arabian Journal for Science and Engineering, vol. 45, no. 3. pp. 15991614, 2019, doi: 10.1007/s13369-019-04104-1.
- M. Etezadi-Amoli, K. Choma, and J. Stefani, Rapid-charge electric-vehicle stations, IEEE Trans. Power Deliv., vol. 25, no. 3, pp. 18831887, 2010, doi: 10.1109/TPWRD.2010.2047874.
- A. Nasser and S. Arkan, Enhancement Effects of the STATCOM on the Distance Relay Protection, Int. J. Comput. Appl., vol. 182, no. 40, pp. 1014, 2019, doi: 10.5120/ijca2019918461.
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[1]
O. Sharaf Al-Deen Al-Yozbaky, W. M. Najem, and S. Mahmood Khudher, “Effect of Electric Vehicle Charging Stations on the Performance of Distance Relay”, AREJ, vol. 28, no. 1, pp. 133–144, Mar. 2023.
