Log in

A New Variational Mode Decomposition-Based Passive Islanding Detection Strategy for Hybrid Distributed Renewable Generations

  • Research Article--Electrical Engineering
  • Published:
Arabian Journal for Science and Engineering Aims and scope Submit manuscript

Abstract

In this article, we develop a novel passive islanding detection strategy for a hybrid distributed generation (DG) system that uses variational mode decomposition (VMD). The voltage signal's ripple content is evaluated at the point of common coupling (PCC). It splits the input voltage signal into its individual modes or intrinsic mode functions (IMFs). The upper envelope of first mode's IMF has been used for island detection. This strategy relies solely on internal, mutable, and variational processes. Results from the tests show that the suggested approach can reliably separate the islanding event from other events. Even with no power imbalance, the suggested approaches can identify islanding in about 0.15 s. It has been tested in a wide variety of operational scenarios and proved in non-island situations. The suggested solutions are easy to implement, since they do not require a classifier, also had no non-detection zone (NDZ), and function regardless of the amount and kind DG that might connect to the utility grid.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  1. Sun, P.; Wang, Y.; Khalid, M.; Blasco-Gimenez, R.; Konstantinou, G.: Steady-state power distribution in VSC-based MTDC systems and dc grids under mixed P/V and I/V droop control. Electric Power Syst. Res. 214, 108798 (2023)

    Article  Google Scholar 

  2. Gulzar, Muhammad Majid, Daud Sibtain, and Muhammad Khalid. "Cascaded Fractional Model Predictive Controller for Load Frequency Control in Multiarea Hybrid Renewable Energy System with Uncertainties." International Journal of Energy Research 2023 (2023).

  3. Bezawada, P.; Yeddula, P.O.; Kota, V.R.: A novel time-domain passive islanding detection technique for grid-connected hybrid distributed generation system. Arabian J. Sci. Eng. 46, 9867–9877 (2021)

    Article  Google Scholar 

  4. Peng, Te, Chenxi Bai, Xuan Song, and Shanxu Duan. "An Islanding Detection Method Based on the Reactive Power Disturbance for Multiple Inverter-Based DG Systems." IEEE Transactions on Industrial Electronics (2023).

  5. Maaruf, M.; Khan, K.; Khalid, M.: Robust control for optimized islanded and grid-connected operation of solar/wind/battery hybrid energy. Sustainability 14(9), 5673 (2022)

    Article  Google Scholar 

  6. Reddy, Ch Rami, B. Srikanth Goud, B. Nagi Reddy, M. Pratyusha, CV Vijay Kumar, and R. Rekha. "Review of islanding detection parameters in smart grids." In 2020 8th International Conference on Smart Grid (icSmartGrid), pp. 78–89. IEEE, 2020.

  7. Gulzar, M.M.; Iqbal, A.; Sibtain, D.; Khalid, M.: An innovative converterless solar PV control strategy for a grid connected hybrid PV/wind/fuel-cell system coupled with battery energy storage. IEEE Access 11, 23245–23259 (2023)

    Article  Google Scholar 

  8. Jaiswal, A.; Chandra, S.; Priyadarshi, A.; Sachan, S.; Deb, S.: Reinforcement learning based Islanding detection technique in distributed generation. Energy Rep. 9, 6006–6019 (2023)

    Article  Google Scholar 

  9. Khalid, M.: Discussion on “novel supervisory control method for islanded droop-based AC/DC microgrids.” IEEE Trans. Power Syst. 35(5), 4138–4138 (2020)

    Article  Google Scholar 

  10. Rami, R.C.; Harinadha Reddy, K.: "A new passive islanding detection technique for integrated distributed generation system using rate of change of regulator voltage over reactive power at balanced islanding. J. Electr Eng. & Technol. 14(2), 527–534 (2019)

    Article  Google Scholar 

  11. Gulzar, M.M.: Designing of robust frequency stabilization using optimized MPC-(1+ PIDN) controller for high order interconnected renewable energy based power systems. Protection and Control of Modern Power Syst. 8(1), 1–14 (2023)

    MathSciNet  Google Scholar 

  12. Seyedi, M.; Taher, S.A.; Ganji, B.; Guerrero, J.: A hybrid islanding detection method based on the rates of changes in voltage and active power for the multi-inverter systems. IEEE Trans. Smart Grid 12(4), 2800–2811 (2021)

    Article  Google Scholar 

  13. Maaruf, Muhammad, Sulaiman Ahmad, and Muhammad Khalid. "Improving the Frequency Response of High Renewable Penetrated Islanded Microgrids." In 2022 IEEE PES 14th Asia-Pacific Power and Energy Engineering Conference (APPEEC), pp. 1–6. IEEE, 2022.

  14. Barkat, F.; Cheknane, A.; Guerrero, J.M.; Lashab, A.; Istrate, M.; Gavrilas, M.; Motas, J.G.; Banu, I.V.: Review, analysis, and performance evaluation of the most common four active methods for islanding detection in grid-connected photovoltaic systems. Electric Power Syst. Res. 214, 108909 (2023)

    Article  Google Scholar 

  15. Rami, R.C.; Harinadha Reddy, K.: A deep CNN approach for islanding detection of integrated DG with time series data and scalogram. Soft. Comput. 27(8), 4943–4951 (2023)

    Article  Google Scholar 

  16. Pangedaiah, B.; Santosh Kumar Reddy, P.L.; Obulesu, Y.P.; Kota, V.R.; Alghaythi, M.L.: A robust passive islanding detection technique with zero-non-detection zone for inverter-interfaced distributed generation. IEEE Access 10, 96296–96306 (2022)

    Article  Google Scholar 

  17. Zaid, M., Khan, S., Mahmood, A., Ali, M., Sarwar, A. and Khalid, M., 2023. A new high gain boost converter with common ground for solar-PV application and low ripple input current. Arabian Journal for Science and Engineering, pp.1–15.

  18. Do, H.T.; Zhang, X.; Nguyen, N.V.; Li, S.S.; Chu, T.-T.: Passive-islanding detection method using the wavelet packet transform in grid-connected photovoltaic systems. IEEE Trans. on Power Electronics 31(10), 6955–6967 (2015)

    Google Scholar 

  19. Iqbal, M.; Gulzar, M.M.: "Master-slave design for frequency regulation in hybrid power system under complex environment. IET Renew. Power Gener. 16(14), 3041–3057 (2022)

    Article  Google Scholar 

  20. Agrawal, S.; Patra, S.; Mohanty, S.R.; Agarwal, V.; Basu, M.: Use of matrix-pencil method for efficient islanding detection in static DG and a parallel comparison with DWT method. IEEE Trans. Industr. Electron. 66(11), 8937–8946 (2018)

    Article  Google Scholar 

  21. Ali, Mohammad, Mohammad Tayyab, Adil Sarwar, and Muhammad Khalid. "A Low Switch Count 13-Level Switched-Capacitor Inverter with Hexad Voltage-Boosting for Renewable Energy Integration." IEEE Access (2023).

  22. Rami Reddy, Ch.; Harinadha Reddy, K.; FlahAymen, B.; Srikanth Goud, M.; Bajaj, M.J.; Abdulaal, and A. H. Milyani.: Hybrid ROCOF relay for islanding detection. J. Electr. Eng. Technol. 17(1), 51–60 (2022)

    Article  Google Scholar 

  23. Farhan, M.A.: Mathematical morphology-based islanding detection for distributed generation. IET Gener. Transm. Distrib. 11(14), 3449–3457 (2017)

    Article  Google Scholar 

  24. Singh, R.; Mohanty, S.R.; Kishor, N.; Thakur, A.: Real-time implementation of signal processing techniques for disturbances detection. IEEE Trans. Industr. Electron. 66(5), 3550–3560 (2018)

    Article  Google Scholar 

  25. Salimi, S.; Koochaki, A.: An effective method for islanding detection based on variational mode decomposition. Electrica 19(2), 135–145 (2019)

    Article  Google Scholar 

  26. Pangedaiah, B.; Obulesu, Y.P.; Kota, V.R.: A new architecture topology for back to back grid-connected hybrid wind and PV system. J. Electr. Eng. Technol. 16, 1457–1467 (2021)

    Article  Google Scholar 

  27. Shanthi, P.; Uma, G.; Keerthana, M.S.: "Effective power transfer scheme for a grid connected hybrid wind/photovoltaic system. IET Renew. Power Gener. 11(7), 1005–1017 (2017)

    Article  Google Scholar 

  28. Thakur, A.K.; Singh, S.; Singh, S.P.: Modal voltage decomposition-based passive method for islanding detection using variational mode decomposition in active distribution network. Electric Power Syst. Res. 220, 109378 (2023)

    Article  Google Scholar 

  29. Pan, P.; Mandal, R.K.: "Fault detection and classification in DC microgrid clusters. Eng. Res. Express 5(2), 025010 (2023)

    Article  Google Scholar 

  30. Lei, S.; He, Yu.; Zhang, J.; Deng, K.: Optimal configuration of hybrid energy storage capacity in a microgrid based on variational mode decomposition. Energies 16(11), 4307 (2023)

    Article  Google Scholar 

  31. Mumtaz, F.; Imran, K.; Rehman, H.; Bukhari, S.B.A.: 1D recursive median filter based passive islanding detection strategy for grid-connected distributed generations network. IET Renew. Power Gener. 17(7), 1731–1746 (2023)

    Article  Google Scholar 

  32. Mishra, Sairam, Pravati Nayak, Ranjan Kumar Mallick, Debadatta A. Gadanayak, and Gayadhar Panda. "PQ event identification in PV-wind based distribution network with variational mode decomposition and novel feature enabled random forest classifier." International Journal of Emerging Electric Power Systems (2023).

  33. Mohanty, A.; Rout, B.; Pradhan, R.: A comparative Studies on different islanding detection methods for distributed generation systems. Energy Sour., Part A: Recovery, Utilization, and Environ. Effects 45(1), 2284–2316 (2023)

    Article  Google Scholar 

Download references

Acknowledgements

This work was supported by the Interdisciplinary Research Center for Renewable Energy and Power Systems (IRC-REPS) at King Fahd University of Petroleum & Minerals (KFUPM) under Project No. INRE2321.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Muhammad Khalid.

Ethics declarations

Conflict of interest

The authors declare no conflicts of interest.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Reddy, S.V.R., Premila, T.R., Reddy, C.R. et al. A New Variational Mode Decomposition-Based Passive Islanding Detection Strategy for Hybrid Distributed Renewable Generations. Arab J Sci Eng 48, 15435–15443 (2023). https://doi.org/10.1007/s13369-023-08103-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13369-023-08103-1

Keywords

Navigation