AI-Based Anti-Islanding Protection Algorithm for Grid Tied PV System

Authors

  • Aashish Jaiswal, Subhash Chandra, Sulabh Sachan

Keywords:

frameworks, PV, islanding, simulated, strategies, portrayed

Abstract

This study presents novel strategies for recognizing islanding and shows what it means for Matrix Associated Photovoltaic (PV) Exhibits. One normal sort of DG that is many times put in frameworks that are connected to the lattice is photovoltaic (PV). By the by, network associated frameworks keep on confronting the significant test of inadvertent islanding. To upgrade PV lattice associated innovation, an enemy of islanding identifying regulator is frequently used to stay away from coincidental islanding. This study presents an examination of dynamic and latent enemy of islanding recognition draws near. Dynamic Recurrence Float (AFD) and Voltage and recurrence Assurance (OVP/UVP and OFP/UFP) are two inactive and dynamic enemy of islanding identification strategies, separately, and their ideas are portrayed. The investigated enemy of islanding methods are mimicked in this paper utilizing the MATLAB/Simulink programming. While the recreation results show that the dynamic methodology further develops the power nature of the framework, the uninvolved system, sadly, has non-recognition zones. In a lattice tied PV framework, this study tries to give an overall information on enemy of islanding strategies upheld by simulated intelligence.

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References

S.Dutta, P.K.Sadhu, M.J.B.Reddy and D.K.Mohanta, "Shifting of research trends in islanding detection method-a comprehensive survey," Protection and Control of Modern Power Systems, vol. 3, no. 1, pp. 1-20, 2018.

D.G.Photovoltaics and E.Storage, IEEE Standard for Interconnection and Interoperability of Distributed Energy Resources with Associated Electric Power Systems Interfaces., New York, 2018.

T.Gush, S.B.A.Bukhari, R.Haider, S.Admasie, Y.S.Oh, G.J.Cho, and C.H.Kim, "Fault detection and location in a microgrid using mathematical morphology and recursive least square methods," International Journal of Electrical Power & Energy Systems, vol. 102,pp. 324-331, 2018.

R.Haider, M.S.U.Zaman, S.B.A.Bukhari, Z.Ahmed, M.Mehdi, Y.S.Oh and C.H.Kim, "Protection Coordination Using Superconducting Fault Current Limiters in Microgrids," J. Korean Inst. Illum. Electr. Install. Eng, vol. 31, no. 10, pp. 26-36, 2017.

A.Abokhalil, A.Awan and A.R.Al-Qawasmi, "Comparative Study of Passive and Active Islanding Detection Methods for PV Grid- Connected Systems," Sustainability, vol. 10, no. 6, p. 1798, 2018.

I.Mazhari, H.Jafarian, J.H.Enslin, S.Bhowmik and B.Parkhideh, "Locking frequency band detection method for islanding protection of distribution generation," IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 5, no. 3, pp. 1386-1395, 2017.

M. U. Zaman, S.Bukhari, K.Hazazi, Z.Haider, R.Haider and C.H.Kim, "Frequency response analysis of a single-area power system with a modified LFC model considering demand response and virtual inertia," Energies, vol. 11, no. 4, p. 787, 2018.

T.Ghanbari, E.Farjah and F.Naseri, "Power quality improvement of radial feeders using an efficient method," Electric Power Systems Research, vol. 163, pp. 140-153, 2018.

I.V.Banu, M.Istrate, D.Machidon and R.Pantelimon, "A study on antiislanding detection algorithms for grid-tied photovoltaic systems," in 2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM) IEEE, 2014.

Elshrief, Y.A., Abd-Elhaleem, S., Abozalam, B.A. and Asham, A.D., 2021. On active anti-islanding techniques: Survey. Indonesian Journal of Electrical Engineering and Computer Science, 17(3), pp.1127-1134.

M.Khodaparast, F. H.Vahedi and H.Oraee, "A Novel Hybrid Islanding Detection Method for Inverter-Based DGs Using SFS and ROCOF," IEEE Transactions Power Delivery, vol. 32, p. 2162–2170, 2017.

S.B.A.Bukhari, R.Haider, M.S.U.Zaman, Y.S.Oh, G.J.Cho and C.H.Kim, " An interval type-2 fuzzy logic based strategy for microgrid protection," International Journal of Electrical Power & Energy Systems, vol. 98, pp. 209-218, 2018.

Resende, E.C., Simoes, M.G. and Freitas, L.C.G., 2024. Anti-Islanding Techniques for Integration of Inverter-based Distributed Energy Resource to the Electric Power System. IEEE Access.

A.Pouryekta, V.Ramachandaramurthy, S.Padmanaban, F.Blaabjerg and J.Guerrero, "Boundary Detection and Enhancement Strategy for Power System Bus Bar Stabilization—Investigation under Fault Conditions for Islanding Operation," Energies, vol. 11, no. 4, p. 889, 2018.

Padmanaban, S., Priyadarshi, N., Bhaskar, M.S., Holm-Nielsen, J.B., Ramachandaramurthy, V.K. and Hossain, E., 2019. A hybrid ANFIS-ABC based MPPT controller for PV system with anti-islanding grid protection: Experimental realization. Ieee Access, 7, pp.103377-103389.

Hartmann, N.B., dos Santos, R.C., Grilo, A.P. and Vieira, J.C.M., 2017. Hardware implementation and real-time evaluation of an ANN-based algorithm for anti-islanding protection of distributed generators. IEEE Transactions on Industrial Electronics, 65(6), pp.5051-5059.

Abo-Khalil, A.G., Abdalla, M., Bansal, R.C. and Mbungu, N.T., 2023. A critical assessment of islanding detection methods of solar photovoltaic systems. Case Studies in Thermal Engineering, 52, p.103681.

Baghaee, H.R., Mlakić, D., Nikolovski, S. and Dragicčvić, T., 2019. Anti-islanding protection of PV-based microgrids consisting of PHEVs using SVMs. IEEE Transactions on Smart Grid, 11(1), pp.483-500.

Baghaee, H.R., Mlakić, D., Nikolovski, S. and Dragicević, T., 2019. Support vector machine-based islanding and grid fault detection in active distribution networks. IEEE Journal of Emerging and Selected Topics in Power Electronics, 8(3), pp.2385-2403.

Nikolovski, S., Baghaee, H.R. and Mlakić, D., 2019. Islanding detection of synchronous generator-based DGs using rate of change of reactive power. IEEE Systems Journal, 13(4), pp.4344-4354.

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Published

26.03.2024

How to Cite

Aashish Jaiswal. (2024). AI-Based Anti-Islanding Protection Algorithm for Grid Tied PV System. International Journal of Intelligent Systems and Applications in Engineering, 12(21s), 4421–4429. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/6298

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Section

Research Article