Adaptive protection scheme for optimally coordinated relay setting using modified PSO algorithm

• Autorzy: Atteya A. I. , El Zonkoly A. M. , Ashour H. A.
• Języki publikacji: EN

Abstrakty

EN

With growing power demand and heightened concern about the use of fossil fuels in conventional power plants, the integration of distributed energy resources into power networks is gaining attention due to their ability to cater for localized energy needs, putting the concept of the Smart grid center stage. Network protection systems, faced with a gradual increase in complexity, will have to develop responses to the changes brought about by ever greater penetration by distributed generation and sophisticated network topologies. The main goal of this paper is to provide optimal relay coordination of an adaptive protection scheme. Designed software based on a Modified Particle Swarm Optimization (MPSO) algorithm is implemented to solve the relay coordination problem. In this study, the 14 IEEE bus system is tested across a range of power system scenarios to validate the suggested technique. The results obtained show that optimal relay settings are achieved by the proposed algorithm regardless of the prevailing network topology.

Słowa kluczowe

EN

adaptive protection; modified particle swarm optimization; overcurrent relay coordination

PL

zabezpieczenie adaptacyjne; optymalizacja rojem cząstek; koordynacja przekaźnika nadprądowego

• Wydawca: Institute of Heat Engineering, Warsaw University of Technology
• Czasopismo: Journal of Power Technologies
• Rocznik: 2017
• Tom: Vol. 97, nr 5
• Strony: 463--469
• Opis fizyczny: Bibliogr. 14 poz., rys., tab., wykr.

Twórcy

autor

Atteya A. I.

• Arab Academy for Science and Technology, Alexandria, Egypt

autor

El Zonkoly A. M.

• Arab Academy for Science and Technology, Alexandria, Egypt

autor

Ashour H. A.

• Arab Academy for Science and Technology, Alexandria, Egypt

Bibliografia

• [1] M. Singh, Protection coordination in grid connected & islanded modes of micro-grid operations, in: Innovative Smart Grid Technologies-Asia (ISGT Asia), 2013 IEEE, IEEE, 2013, pp. 1–6.
• [2] S. Voima, H. Laaksonen, K. Kauhaniemi, Adaptive protection scheme for smart grids.
• [3] V. A. Papaspiliotopoulos, G. N. Korres, N. D. Hatziargyriou, Protection coordination in modern distribution grids integrating optimization techniques with adaptive relay setting, in: PowerTech, 2015 IEEE Eindhoven, IEEE, 2015, pp. 1–6.
• [4] C.-R. Chen, C.-H. Lee, Adaptive overcurrent relay coordination for offpeak loading in interconnected power system, International Journal of Electrical Power & Energy Systems 63 (2014) 140–144.
• [5] A. S. Noghabi, J. Sadeh, H. R. Mashhadi, Considering different network topologies in optimal overcurrent relay coordination using a hybrid ga, IEEE Transactions on Power Delivery 24 (4) (2009) 1857–1863.
• [6] M. Y. Shih, C. A. C. Salazar, A. C. Enríquez, Adaptive directional overcurrent relay coordination using ant colony optimisation, IET Generation, Transmission & Distribution 9 (14) (2015) 2040–2049.
• [7] M. Singh, V. Telukunta, Adaptive over current relay coordination algorithm for changing short circuit fault levels, in: Innovative Smart Grid Technologies-Asia (ISGT ASIA), 2015 IEEE, IEEE, 2015, pp. 1–6.
• [8] H. Zeineldin, E. El-Saadany, M. Salama, Optimal coordination of overcurrent relays using a modified particle swarm optimization, Electric Power Systems Research 76 (11) (2006) 988–995.
• [9] M. M. Mansour, S. F. Mekhamer, N. El-Kharbawe, A modified particle swarm optimizer for the coordination of directional overcurrent relays, IEEE transactions on power delivery 22 (3) (2007) 1400–1410.
• [10] M. N. Alam, B. Das, V. Pant, A comparative study of metaheuristic optimization approaches for directional overcurrent relays coordination, Electric Power Systems Research 128 (2015) 39–52.
• [11] Z. Moravej, M. Jazaeri, M. Gholamzadeh, Optimal coordination of distance and over-current relays in series compensated systems based on mapso, Energy Conversion and Management 56 (2012) 140–151.
• [12] H. M. Sharaf, H. Zeineldin, D. K. Ibrahim, E. Essam, A proposed coordination strategy for meshed distribution systems with dg considering user-defined characteristics of directional inverse time overcurrent relays, International Journal of Electrical Power & Energy Systems 65 (2015) 49–58.
• [13] R. E. J. Kennedy, Particle swarm optimization, in: Proceedings of IEEE International Conference on Neural Networks IV„ Vol. 1000, 1995.
• [14] S. Mahapatra, M. Singh, Analysis of symmetrical fault in ieee 14 bus system for enhancing over current protection scheme, International Journal of Future Generation Communication and Networking 9 (4) (2016) 51–61.

Uwagi

PL

Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2018).