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Optimum Overcurrent Relay Coordination Using Genetic Algorithm with Time Multiplier Setting and Pick-Up Current Setting as Variables


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DOI: https://doi.org/10.15866/iremos.v16i5.23645

Abstract


As the distribution network becomes more complex nowadays, relay protection faces challenges in delivering consistent power to consumers. Several optimum relay coordination techniques are available to find the time multiplier setting by keeping the pick-up current setting constant. The key contribution of this paper is the fast and reliable functioning of the overcurrent relays, which safeguard radial and loop systems by keeping both relay settings adaptable. The shortcomings of the typical overcurrent protection coordination applied for radial and loop systems are identified, and adaptive time multiplier and pick-up current settings are used to remedy the issue. The optimum adaptive settings of the overcurrent relay are found using a genetic algorithm in MATLAB software. These genetic algorithm-based adaptive settings are then used in ETAP software to examine the effectiveness of the proposed technique for relay coordination.
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Keywords


Protection Coordination; Time-Current Curve; 5-Bus Radial System; 9-Bus WSCC Loop System; Load Flow Analysis; Short Circuit Analysis

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References


D. Acharya, D.K. Das, An efficient optimizer for optimal overcurrent relay coordination in power distribution system, Expert Systems with Applications, Vol. 199:116858, Aug 2022.
https://doi.org/10.1016/j.eswa.2022.116858

Silva Ortega, J., Holguin-Torres, Y., Fernández-Flórez, A., Candelo-Becerra, J., Villacob-Pineda, K., Follow-Up Model to Evaluate Failure Factors of Single-Phase Distribution Transformers in High Environmental Pollution Zones, (2022) International Review of Electrical Engineering (IREE), 17 (4), pp. 360-370.
https://doi.org/10.15866/iree.v17i4.20084

S. Aneesh, T.S.Angel, Quadrilateral relay based distance protection scheme for transmission lines under varying system conditions, In2015 International Conference on Technological Advancements in Power and Energy (TAP Energy), pp. 35-39, IEEE, Jun 2015.
https://doi.org/10.1109/TAPENERGY.2015.7229589

Hafidz, I., Husin, R., Ferdiansyah, M., Priyadi, A., Pujiantara, M., Purnomo, M., Performance Enhancement of Overcurrent Relay in Distribution Systems by Extending Stability Limits and Considering High-Impedance-Fault, (2022) International Review of Electrical Engineering (IREE), 17 (6), pp. 556-569.
https://doi.org/10.15866/iree.v17i6.22884

D.S. Alkaran, M.R. Vatani, M.J. Sanjari, G.B. Gharehpetian, M.S. Naderi, Optimal overcurrent relay coordination in interconnected networks by using fuzzy-based GA method, IEEE Transactions on Smart Grid. Vol. 9(Issue 4):3091-101, Nov 2016.
https://doi.org/10.1109/TSG.2016.2626393

Janarthanan, N., Balamurugan, S., An Intelligent Self Healing System for Congestion Management in Smart Grid Using Genetic Algorithm, (2022) International Review on Modelling and Simulations (IREMOS), 15 (1), pp. 10-17.
https://doi.org/10.15866/iremos.v15i1.20937

M.A. Elsadd, T.A. Kawady, A.M. Taalab, N.I. Elkalashy, Adaptive optimum coordination of overcurrent relays for deregulated distribution system considering parallel feeders, Electrical Engineering, Vol. 103:1849-67, Jun 2021.
https://doi.org/10.1007/s00202-020-01187-0

A. Korashy, S. Kamel, F. Jurado, A.R. Youssef, Hybrid whale optimization algorithm and grey wolf optimizer algorithm for optimal coordination of direction overcurrent relays, Electric Power Components and Systems, Vol. 47(Issue 6-7):644-58, Apr 2019.
https://doi.org/10.1080/15325008.2019.1602687

O.G. Swathika, S. Hemamalini, Graph theory and optimization algorithms aided adaptive protection in reconfigurable Microgrid, Journal of Electrical Engineering & Technology, Vol. 15:421-31, Jan 2020.
https://doi.org/10.1007/s42835-019-00197-8

P.P. Bedekar, S.R. Bhide, Optimum coordination of directional overcurrent relays using the hybrid GA-NLP approach, IEEE Transactions on Power Delivery, Vol. 26(Issue 1):109-19, Nov 2010.
https://doi.org/10.1109/TPWRD.2010.2080289

K. Sarwagya, P.K. Nayak, S. Ranjan, Optimal coordination of directional overcurrent relays in complex distribution networks using sine cosine algorithm, Electric Power Systems Research, Vol. 187:106435, Oct 2020.
https://doi.org/10.1016/j.epsr.2020.106435

T. Khurshaid, A. Wadood, S.G. Farkoush, C.H. Kim, N. Cho, S.B. Rhee, Modified particle swarm optimizer as optimization of time dial settings for coordination of directional overcurrent relay, Journal of Electrical Engineering & Technology, Vol. 14:55-68, Jan 2019.
https://doi.org/10.1007/s42835-018-00039-z

M.Y. Shih, C.A.C. Salazar, A.C. Enriquez, Adaptive directional overcurrent relay coordination using ant colony optimization, IET Generation, Transmission & Distribution, Vol. 9(Issue 14):2040-9, Nov 2015.
https://doi.org/10.1049/iet-gtd.2015.0394

M.Y. Shih, A. Conde, C. Angeles-Camacho, Enhanced self-adaptive differential evolution multi-Objective algorithm for coordination of directional overcurrent relays contemplating maximum and minimum fault points, IET Generation, Transmission & Distribution, Vol. 13(Issue 21):4842-4852, 2019.
https://doi.org/10.1049/iet-gtd.2018.6995

N. Janarthanan, J. Vasantha Kumar, S. Balamurugan, IoT and Genetic Algorithm Based Automated Central Controller for Effective Congestion Management in Power Systems, IEEE Second International Conference on Control, Measurements, and Instrumentation, Kolkatta, 8-10, January 2021.
https://doi.org/10.1109/CMI50323.2021.9362873

V.N. Rajput, K.S. Pandya, Coordination of directional overcurrent relays in the interconnected power systems using effective tuning of harmony search algorithm, Sustainable Computing: Informatics and Systems, Vol. 15, pp. 1-15, 2017.
https://doi.org/10.1016/j.suscom.2017.05.002

S.S. Gokhale, V.S. Kale, An application of a tent map initiated Chaotic Firefly algorithm for optimal overcurrent relay coordination, International Journal of Electrical Power & Energy Systems, Vol. 78:336-42, Jun 2016.
https://doi.org/10.1016/j.ijepes.2015.11.087

T. Khurshaid, A. Wadood, S.G. Farkoush, C.H. Kim, J. Yu, S.B. Rhee, Improved firefly algorithm for the optimal coordination of directional overcurrent relays, IEEE Access, Vol. 7:78503-14, Jun 2019.
https://doi.org/10.1109/ACCESS.2019.2922426

S. Kudkelwar, D. Sarkar, Online implementation of time augmentation of over current relay coordination using water cycle algorithm, SN Applied Sciences, Vol. 1(Issue 12):1628, Dec 2019.
https://doi.org/10.1007/s42452-019-1661-3

P. Thararak, P. Jirapong, Implementation of optimal protection coordination for microgrids with distributed generations using quaternary protection scheme, Journal of Electrical and Computer Engineering 2020, 1-3, Feb 2020.
https://doi.org/10.1155/2020/2568652

Thararak, P., Jirapong, P., Quaternary Protection Scheme with Optimal Dual-Directional Overcurrent Relay Setting for Smart Microgrids, (2020) International Review of Electrical Engineering (IREE), 15 (2), pp. 174-187.
https://doi.org/10.15866/iree.v15i2.18169

https://archive.nptel.ac.in/courses/108/101/108101039/

C. Konstantinou, M. Sazos and M. Maniatakos, FLEP-SGS2: a Flexible and Low-cost Evaluation Platform for Smart Grid Systems Security, 2019 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), Washington, DC, USA, 2019, pp. 1-5.
https://doi.org/10.1109/ISGT.2019.8791653

H.H. Zeineldin, Y.A. Mohamed, V. Khadkikar, V.R. Pandi, A protection coordination index for evaluating distributed generation impacts on protection for meshed distribution systems, IEEE Transactions on Smart Grid, Vol. 4(Issue 3):1523-32, Jun 2013.
https://doi.org/10.1109/TSG.2013.2263745

Abidi, M., Fizazi, H., Boudali, N., Clustering of Remote Sensing Data Based on Spherical Evolution Algorithm, (2021) International Review of Aerospace Engineering (IREASE), 14 (2), pp. 72-79.
https://doi.org/10.15866/irease.v14i2.19209

Jaber, A., Mohammed, K., Shalash, N., Optimization of Electrical Power Systems Using Hybrid PSO-GA Computational Algorithm: a Review, (2020) International Review of Electrical Engineering (IREE), 15 (6), pp. 502-511.
https://doi.org/10.15866/iree.v15i6.18599

Baghdasaryan, M., Davtyan, D., Energy Saving in the Ore Beneficiation Technological Process by the Optimization of Reactive Power Produced by the Synchronous Motors, (2021) International Review of Electrical Engineering (IREE), 16 (4), pp. 377-384.
https://doi.org/10.15866/iree.v16i4.20119

Sulistyowati, R., Wibowo, R., Riawan, D., Ashari, M., Power and Voltage Estimation of Unobserved Bus on Distribution Network Using ANFIS Algorithm with the Modified PSO-GA Hybrid, (2020) International Review of Electrical Engineering (IREE), 15 (6), pp. 493-501.
https://doi.org/10.15866/iree.v15i6.18313

Batayneh, W., Bataineh, A., Jaradat, M., Intelligent Adaptive Fuzzy Logic Genetic Algorithm Controller for Anti-Lock Braking System, (2021) International Review on Modelling and Simulations (IREMOS), 14 (1), pp. 44-54.
https://doi.org/10.15866/iremos.v14i1.19838

Calì, M., Oliveri, S., Design of Active Tyre-Suspension-Seat System Through Multibody Model and Genetic Algorithms, (2021) International Review on Modelling and Simulations (IREMOS), 14 (6), pp. 496-503.
https://doi.org/10.15866/iremos.v14i6.21627


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