Research article

A hybrid IDM using wavelet transform for a synchronous generator-based RES with zero non-detection zone


  • Received: 22 December 2023 Revised: 04 March 2024 Accepted: 11 March 2024 Published: 22 March 2024
  • Increased use of renewable energy sources in distribution grids has led to the growing concern over unintentional islanding. Among the available islanding detection methods, the passive methods have larger non-detection zones and are susceptible to system faults. However, they have no effect on power quality like active methods. We present a hybrid method for the islanding detection of synchronous generator-based renewable energy sources. Here, the larger non-detection zone issue of the passive islanding detection method was reduced by combining it with a wavelet transform. The rate of change of a voltage unbalanced factor was computed from the sequence components of the renewable energy source terminal voltage. Then, the factor was analyzed using a wavelet transform, and a threshold for the factor was found. The robustness of the method was tested for several islanding as well as non-islanding situations. The efficacy of the method was also tested in multi-source test systems. From the analysis, it was observed that the proposed method was fast, reliable, and had a zero non-detection zone.

    Citation: Mamun Mishra, Bibhuti Bhusan Pati. A hybrid IDM using wavelet transform for a synchronous generator-based RES with zero non-detection zone[J]. AIMS Electronics and Electrical Engineering, 2024, 8(1): 146-164. doi: 10.3934/electreng.2024006

    Related Papers:

  • Increased use of renewable energy sources in distribution grids has led to the growing concern over unintentional islanding. Among the available islanding detection methods, the passive methods have larger non-detection zones and are susceptible to system faults. However, they have no effect on power quality like active methods. We present a hybrid method for the islanding detection of synchronous generator-based renewable energy sources. Here, the larger non-detection zone issue of the passive islanding detection method was reduced by combining it with a wavelet transform. The rate of change of a voltage unbalanced factor was computed from the sequence components of the renewable energy source terminal voltage. Then, the factor was analyzed using a wavelet transform, and a threshold for the factor was found. The robustness of the method was tested for several islanding as well as non-islanding situations. The efficacy of the method was also tested in multi-source test systems. From the analysis, it was observed that the proposed method was fast, reliable, and had a zero non-detection zone.



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    [1] IEEE Standard for Interconnecting Distributed Resources with Electric Power Systems (2003) IEEE Standard 1547-2003.
    [2] Khamis A, Shareef H, Bizkevelci E, Khatib T (2013) A review of islanding detection techniques for renewable distributed generation systems. Renew Sust Energ Rev 28: 483–493. https://doi.org/10.1016/j.rser.2013.08.025 doi: 10.1016/j.rser.2013.08.025
    [3] Li C, Cao C, Cao Y, Kuang Y, Zeng L, Fang B (2014) A review of islanding detection methods for microgrid. Renew Sust Energ Rev 35: 211–220. https://doi.org/10.1016/j.rser.2014.04.026 doi: 10.1016/j.rser.2014.04.026
    [4] Velasco D, Trujillo CL, Garcera G, Figueres E (2010) Review of anti-islanding techniques in distributed generators. Renew Sust Energ Rev 14: 1608–1614. https://doi.org/10.1016/j.rser.2010.02.011 doi: 10.1016/j.rser.2010.02.011
    [5] Mishra M, Chandak S, Rout PK (2019) Taxonomy of Islanding detection techniques for distributed generation in microgrid. Renew Energ Focus 31: 9–30. https://doi.org/10.1016/j.ref.2019.09.001 doi: 10.1016/j.ref.2019.09.001
    [6] Freitas W, Xu W, Affonso CM, Huang Z (2005) Comparative analysis between ROCOF and vector surge relays for distributed generation applications. IEEE T Power Del 20: 1315–1324. https://doi.org/10.1109/TPWRD.2004.834869 doi: 10.1109/TPWRD.2004.834869
    [7] Liu F, Kang Y, Zhang D, Y. S., and Lin X (2010)Improved SMS islanding detection method for grid-connected converter. IET Renew Power Gen 4: 36–42. https://doi.org/10.1049/iet-rpg.2009.0019 doi: 10.1049/iet-rpg.2009.0019
    [8] Zeineldin HH, Salama MMA (2011) Impact of load frequency dependence on the NDZ and performance of the SFS islanding detection method. IEEE T Ind Electron 58: 139–146. https://doi.org/10.1109/TIE.2009.2033482 doi: 10.1109/TIE.2009.2033482
    [9] Velasco D, Trujillo C, Garcera G, Figueres E (2011) An active anti-islanding method based on phase-PLL perturbation. IEEE T Power Electron 26: 1056–1066. https://doi.org/10.1109/TPEL.2010.2089643 doi: 10.1109/TPEL.2010.2089643
    [10] Papadimitriou CN, Kleftakis VA, Hatziargyriou ND (2015) A novel islanding detection method for microgrids based on variable impedance insertion. Electr Power Syst Res 121: 58‒66. https://doi.org/10.1016/j.epsr.2014.12.004 doi: 10.1016/j.epsr.2014.12.004
    [11] Seyedi M, Taher SA, Ganji B, Guerrero JM (2019) A hybrid islanding detection technique for inverter‐based distributed generator units. Int Trans Electr Energ Syst 29: e12113. https://doi.org/10.1002/2050-7038.12113 doi: 10.1002/2050-7038.12113
    [12] Pouryekta A, Ramachandaramurthy VK, Mithulananthan N, Arulampalam A (2018) Islanding Detection and Enhancement of Microgrid Performance. IEEE Syst J 12: 3131‒3141. https://doi.org/10.1109/JSYST.2017.2705738 doi: 10.1109/JSYST.2017.2705738
    [13] Raza S, Mokhlis H, Arof H, Laghari JA, Wang L (2015) Application of signal processing techniques for islanding detection of distributed generation in distribution network: A review. Energ Convers Manage 96: 613‒624. https://doi.org/10.1016/j.enconman.2015.03.029 doi: 10.1016/j.enconman.2015.03.029
    [14] Hussain A, Kim CH, Mehdi A (2021) A Comprehensive Review of Intelligent Islanding Schemes and Feature Selection Techniques for Distributed Generation System. IEEE Access 9: 146603‒146624. https://doi.org/10.1109/ACCESS.2021.3123382 doi: 10.1109/ACCESS.2021.3123382
    [15] Avdakovic S, Nuhanovic A, Kusljugic M, Music M (2012) Wavelet transform applications in power system dynamics. Electr Power Syst Res 83: 237‒245. https://doi.org/10.1016/j.epsr.2010.11.031 doi: 10.1016/j.epsr.2010.11.031
    [16] Dwivedi UD, Singh SN (2010) Enhanced detection of power-quality events using intra and interscale dependencies of wavelet coefficients. IEEE T Power Deliver 25: 358–366. https://doi.org/10.1109/TPWRD.2009.2027482 doi: 10.1109/TPWRD.2009.2027482
    [17] Laaksonen H (2013) Novel wavelet transform based islanding detection algorithms. Int Rev Electr Eng 8: 1796‒1805.
    [18] Hanif M, Dwivedi UD, Basu M, Gaughan K (2010) Wavelet based islanding detection of DC–AC inverter interfaced DG systems. 45th international universities power engineering conference (UPEC), 1–5.
    [19] Karegar HK, Sobhani B (2012) Wavelet transform method for islanding detection of wind turbines. Renew Energy 38: 94–106. https://doi.org/10.1016/j.renene.2011.07.002 doi: 10.1016/j.renene.2011.07.002
    [20] Hanif M, Basu M, Gaughan K (2012) Development of EN50438 compliant wavelet-based islanding detection technique for three-phase static distributed generation systems. IET Renew Power Gen 6: 289–301. https://doi.org/10.1049/iet-rpg.2011.0290 doi: 10.1049/iet-rpg.2011.0290
    [21] Sharma R, Singh P (2012) Islanding detection and control in grid based system using wavelet transform. 5th IEEE power india conference, 1–4. https://doi.org/10.1109/PowerI.2012.6479557 doi: 10.1109/PowerI.2012.6479557
    [22] Paiva SC, Ribeiro RLA, Alves DK, Costa FB, Rocha TOA (2020) A wavelet-based hybrid islanding detection system applied for distributed generators interconnected to AC microgrids. Int J Electr Power Energ Syst 121: 106032. https://doi.org/10.1016/j.ijepes.2020.106032 doi: 10.1016/j.ijepes.2020.106032
    [23] Nsaif YM, Lipu MSH, Ayob A, Yusof Y, Hussain A (2021) Fault Detection and Protection Schemes for Distributed Generation Integrated to Distribution Network: Challenges and Suggestions. IEEE Access 9: 142693‒142717, https://doi.org/10.1109/ACCESS.2021.3121087 doi: 10.1109/ACCESS.2021.3121087
    [24] Bekhradian R, Sanaye-Pasand M (2022) A Comprehensive Survey on Islanding Detection Methods of Synchronous Generator-Based Microgrids: Issues, Solutions and Future Works. IEEE Access 10: 76202‒76219, https://doi.org/10.1109/ACCESS.2022.3192554 doi: 10.1109/ACCESS.2022.3192554
    [25] Menon V, Nehrir MH (2007) A Hybrid Islanding Detection Technique Using Voltage Unbalance and Frequency Set Point. IEEE T Power Syst 22: 442‒448. https://doi.org/10.1109/TPWRS.2006.887892 doi: 10.1109/TPWRS.2006.887892
    [26] Chang WY (2010) A hybrid islanding detection method for distributed synchronous generators. The 2010 International Power Electronics Conference - ECCE ASIA -, 1326‒1330. https://doi.org/10.1109/IPEC.2010.5544559 doi: 10.1109/IPEC.2010.5544559
    [27] Pouryekta A, Ramachandaramurthy VK (2018) A Hybrid Islanding Detection Method For Distribution Systems. Distributed Generation & Alternative Energy Journal 33: 44‒67. https://doi.org/10.1080/21563306.2018.12029914 doi: 10.1080/21563306.2018.12029914
    [28] Singh SK, Rawal M, Rawat MS, Gupta TN (2022) A Hybrid Islanding Detection Technique for Synchronous Generator Based Microgrids. Power Electronics and High Voltage in Smart Grid: Select Proceedings of SGESC 2021, 365‒374. https://doi.org/10.1007/978-981-16-7393-1_31 doi: 10.1007/978-981-16-7393-1_31
    [29] Larik NA, Tahir MF, Elbarbary ZMS, Yousaf MZ, Khan MA (2022) A comprehensive literature review of conventional and modern islanding detection methods. Energy Strategy Rev 44: 101007. https://doi.org/10.1016/j.esr.2022.101007 doi: 10.1016/j.esr.2022.101007
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