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Line protection in presence of high penetration of wind energy: a review on possible solutions

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Abstract

In the present scenario, renewable energy sources are more encouraged to produce power because of their environmental and economic benefits and wide availability. Furthermore, there are further security concerns regarding the feasibility of incorporating bulk wind technology into the existing electrical grid, especially at the transmission level. This article summarizes the modifications made to the current protection system as a result of the integration of large wind farms. Signal distortions are studied in relation to the effects of dynamic fluctuations in the wind parameters, together with the fault and gearbox line parameters. The use of flexible AC gearbox systems (FACTS) and the integration of large amounts of wind energy have made the situation much worse. Different configurations of the potential solutions for such a gearbox system in the presence of both wind and FACT compensating devices are described. In addition to post-fault diagnosis problems brought on by structural changes in the power system, this research also illustrates fault detection of the transmission lines in the presence of bulk wind power. However, the plans put in place after taking the wind system into account need to be secure when the electricity system is running under stress. To demonstrate the impact of power swing and other stressed events, a review of the solutions is given. Useful techniques like signal processing and artificial intelligence are discussed, which are used to obtain enhanced solutions against conventional methods to get better solutions while protecting lines penetrated through wind farms and equipped with FACT devices. A brief discussion is held regarding the advantages that the new solutions have over the conventional ones.

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References

  1. Tan WS, Hassan MY, Majid MS, Rahman HA (2013) Optimal distributed renewable generation planning: a review of diffreent approaches. Renew Sustain Energy Rev 18:626–645. https://doi.org/10.1016/j.rser.2012.10.039

    Article  Google Scholar 

  2. Monadi M, Zamani MA, Candela JI, Luna A (2015) Protection of AC and DC distribution systems embedding distrbuted energy resources: a comparative review and analysis. Renew Sustain Energy Rev 51:1578–1593. https://doi.org/10.1016/j.rser.2015.07.013

    Article  Google Scholar 

  3. Morales JM, Conejo AJ, Madsen H, Pinson P, Zugno M (2013) Integrating renewables in electricity markets: operational problems, vol 205. Springer, Berlin. https://doi.org/10.1007/978-1-4614-9411-9

    Book  Google Scholar 

  4. Shair J, Li H, Hu J, Xie X (2021) Power system stability issues, classifications and research prospects in the context of high-penetration of renewables and power electronics. Renew Sustain Energy Rev 145:111111. https://doi.org/10.1016/j.rser.2021.111111

    Article  Google Scholar 

  5. Telukunta V, Pradhan J, Agrawal A, Singh M, Srivani SG (2017) Protection challenges under bulk penetration of renewable energy resources in power systems: a review. CSEE J Power Energy Syst 3(4):365–379. https://doi.org/10.17775/CSEEJPES.2017.00030

    Article  Google Scholar 

  6. Halinka A, Szewczyk M (2011) Distance protections in the power system lines with connected wind farms from turbine to wind farm. In: Technical requirements and spinToff products, vol 135. https://doi.org/10.5772/15955

  7. Sadeghi H (2012) A novel method for adaptive distance protection of transmission line connected to wind farms. Int J Electr Power Energy Syst 43(1):1376–1382. https://doi.org/10.1016/j.ijepes.2012.06.072

    Article  Google Scholar 

  8. Srivastava S, Shenoy UJ, Biswal AC, Ganesan S (2012) Effect of fault resistance and grid short circuit MVA on impedance seen by distance relays on lines fed from wind turbine generating units (WTGU). In: 11th IET International conference on developments in power systems protection (DPSP 2012), pp 71–77. https://doi.org/10.1049/cp.2012.0027

  9. Dubey RK, Samantaray SR, Panigrahi BK (2014) Adaptive distance relaying scheme for transmission network connecting wind farms. Electr Power Compon Syst 42(11):1181–1193. https://doi.org/10.1080/15325008.2014.921953

    Article  Google Scholar 

  10. Dubey R, Samantaray SR, Panigrahi BK (2014) Simultaneous impact of unified power flow controller and off-shore wind penetration on distance relay characteristics. IET Gener Transm Distrib 8(11):1869–1880. https://doi.org/10.1049/iet-gtd.2014.0066

    Article  Google Scholar 

  11. Mohamed AAR, Sharaf HM, Ibrahim DK (2021) Enhancing distance protection of long transmission lines compensated with TCSC and connected with wind power. IEEE Access 9:6717–46730. https://doi.org/10.1109/ACCESS.2021.3067701

    Article  Google Scholar 

  12. Dubey R, Samantaray SR, Panigrahi BK (2016) Adaptive distance protection scheme for shunt-FACTS compensated line connecting wind farm. IET Gener Transm Distrib 10(1):247–256. https://doi.org/10.1049/iet-gtd.2015.0775

    Article  Google Scholar 

  13. Sivov O, Abdelsalam H, Makram E (2016) Adaptive setting of distance relay for MOV-protected series compensated line considering wind power. Electr Power Syst Res 137:142–154. https://doi.org/10.1016/j.epsr.2016.03.048

    Article  Google Scholar 

  14. Phadke V, Pathradkar S, Rajput A, Unde S, Dambhare S (2016) Distance protection of lines connected to doubly fed induction generator based wind farms. In: 2016 IEEE 7th power India international conference (PIICON), pp 1–6. https://doi.org/10.1109/POWERI.2016.8077177

  15. Ma J, Zhang W, Liu J, Thorp JS (2018) A novel adaptive distance protection scheme for DFIG wind farm collector lines. Int J Electr Power Energy Syst 94:234–244. https://doi.org/10.1016/j.ijepes.2017.07.008

    Article  Google Scholar 

  16. Shadaei M, Jarrahi MA, Bagheri AA, Samet H (2020) A comprehensive investigation on performance of distance relays in transmission lines connected to wind farms. In: international conference on protection and automation of power systems. IEEE, pp 1–6. https://doi.org/10.1109/IPAPS52181.2020.9375545

  17. Zare J, Azad SP (2020) A new distance protection scheme for SCIG-based wind farms. In: 2020 IEEE power and energy society general meeting (PESGM) 2020. IEEE, pp 1–5. https://doi.org/10.1109/PESGM41954.2020.9281962

  18. George SP, Ashok S (2021) Adaptive distance protection for grid-connected wind farms based on optimal quadrilateral characteristics. Comput Electr Eng 93:107300. https://doi.org/10.1016/j.compeleceng.2021.107300

    Article  Google Scholar 

  19. Wang T, Song G, Hussain KST (2021) Adaptive reclosing strategy for single outgoing line of converter-interfaced wind park using distance relaying algorithm. Int J Electr Power Energy Syst 124:106372. https://doi.org/10.1016/j.ijepes.2020.106372

    Article  Google Scholar 

  20. Mohammadhassani A, Skoff N, Mehrizi-Sani A (2020) Performance analysis of distance protection in presence of type III wind turbine generators. In: ISGT 2020. IEEE, pp 1–6

  21. Zhang H, Xiang W, Hong WQ, Wen J (2022) Active phase control to enhance distance relay in converter-interfaced renewable energy systems. Int J Electr Power Energy Syst 143:108433. https://doi.org/10.1016/j.ijepes.2022.108433

    Article  Google Scholar 

  22. Li X, Lu Y, Huang T, Qin J, Jiang W (2022) Superimposed components-based distance protection of lines emanating from DFIG-based wind farms. Electr Power Syst Res 208:107916. https://doi.org/10.1016/j.epsr.2022.107916

    Article  Google Scholar 

  23. Mishra P, Pradhan AK, Bajpai P (2020) Adaptive distance relaying for distribution lines connecting inverter-interfaced solar PV plant. IEEE Trans Ind Electron 68(3):2300–2309. https://doi.org/10.1109/TIE.2020.2975462

    Article  Google Scholar 

  24. Yin Y, Fu Y, Zhang Z, Zamani A (2021) Protection of microgrid interconnection lines using distance relay with residual voltage compensations. IEEE Trans Power Deliv 37(1):486–495. https://doi.org/10.1109/TPWRD.2021.3063684

    Article  Google Scholar 

  25. Liang Y, Li W, Zha W (2020) Adaptive mho characteristic-based distance protection for lines emanating from photovoltaic power plants under unbalanced faults. IEEE Syst J 15(3):3506–3516. https://doi.org/10.1109/JSYST.2020.3015225

    Article  ADS  Google Scholar 

  26. Ghorbani A, Mehrjerdi H, Al-Emadi NA (2017) Distance-differential protection of transmission lines connected to wind farms. Int J Electr Power Energy Syst 89:11–18. https://doi.org/10.1016/j.ijepes.2017.01.002

    Article  Google Scholar 

  27. Costa JS, Toledo RT, Gama LA, Honorato TR, Lopes FV, Pereira PS, Salge GS, Davi MJ (2020) Phasor-based and time-domain transmission line protection considering wind power integration. https://doi.org/10.1049/cp.2020.0012

  28. Yang G, Dong M, Zhou Z, Zhou C, Du D, Zhan Z, Yang D (2012) The influences and countermeasures of wind farm access to transmission line differential protection. In: 2012 IEEE power electronics and machines in wind applications 2012, July 1–4. IEEE. https://doi.org/10.1109/PEMWA.2012.6316373

  29. Yang J, Wang B (2016) Adaptability analysis of fault component differential protection in large capacity double-fed wind farm outgoing transmission line protection. In: 2016 international conference on smart grid and clean energy technologies (ICSGCE). IEEE, pp 221–225. https://doi.org/10.1109/ICSGCE.2016.7876057

  30. Lv Z, Wang Z, Xu W (2019) Transient waveform characteristics based current differential protection of wind farm outgoing line. In: 2019 IEEE 8th international conference on advanced power system automation and protection (APAP). IEEE, pp 1713–1718. https://doi.org/10.1109/APAP47170.2019.9224684

  31. Ma K, Chen Z, Bak CL, Liu Z, Castillo M, Torres-Olguin RE, Qin N (2020) Novel differential protection using model recognition and unsymmetrical vector reconstruction for the transmission line with wind farms connection. Int J Electr Power Energy Syst 123:106311. https://doi.org/10.1016/j.ijepes.2020.106311

    Article  Google Scholar 

  32. Prasad CD, Biswal M (2020) Swarm intelligence-based differential protection scheme for wind integrated transmission system. Comput Electr Eng 86:106709. https://doi.org/10.1016/j.compeleceng.2020.106709

    Article  Google Scholar 

  33. Rezaei N, Uddin MN, Amin IK, Othman ML, Marsadek MB, Hasan MM (2022) A novel hybrid machine learning classifier-based digital differential protection scheme for intertie zone of large-scale centralized DFIG-based wind farms. IEEE Trans Ind Appl 56(4):3453–3465. https://doi.org/10.1109/TIA.2020.2990584

    Article  Google Scholar 

  34. Prasad CD, Biswal M, Abdelaziz AY (2020) Adaptive differential protection scheme for wind farm integrated power network. Elect Power Syst Res 187:106452. https://doi.org/10.1016/j.epsr.2020.106452

    Article  Google Scholar 

  35. Uddin MN, Rezaei N (2020) An FPGA-based cost-effective digital differential relay for wind farm protection. In: 2020 IEEE industry applications society annual meeting 2020. IEEE, pp 1-8. https://doi.org/10.1109/IAS44978.2020.9334863

  36. Zheng L, Jia K, Bi T, Fang Y, Yang Z (2020) Cosine similarity based line protection for large-scale wind farms. IEEE Trans Ind Electron 68(7):5990–5999. https://doi.org/10.1109/TIE.2020.2998756

    Article  Google Scholar 

  37. Zheng L, Jia K, Bi T, Fang Y, Yang Z (2020) Cosine similarity based line protection for large scale wind farms part II—the industrial application. IEEE Trans Ind Electron 69(3):2599–2609. https://doi.org/10.1109/TIE.2021.3069400

    Article  Google Scholar 

  38. Saber A, Shaaban MF, Zeineldin HH (2020) A new differential protection algorithm for transmission lines connected to large-scale wind farms. Int J Electr Power Energy Syst 141:108220. https://doi.org/10.1016/j.ijepes.2022.108220

    Article  Google Scholar 

  39. Zheng L, Jia K, Yang B, Bi T, Yang Q (2021) Singular value decomposition based pilot protection for transmission lines with converters on both ends. IEEE Trans Power Deliv 37:2728–2737. https://doi.org/10.1109/TPWRD.2021.3115117

    Article  Google Scholar 

  40. Jena MK, Samantaray SR, Tripathy L (2014) Decision tree-induced fuzzy rule-based differential relaying for transmission line including unified power flow controller and wind-farms. IET Gener Transm Distrib 8(12):2144–2152. https://doi.org/10.1049/iet-gtd.2014.0023

    Article  Google Scholar 

  41. Tripathy LN, Jena MK, Samantaray SR (2014) Differential relaying scheme for tapped transmission line connecting UPFC and wind farm. Int J Electr Power Energy Syst 60:245–257. https://doi.org/10.1016/j.ijepes.2014.02.024

    Article  Google Scholar 

  42. Jena MK, Samantaray SR (2015) Data-mining-based intelligent differential relaying for transmission lines including UPFC and wind farms. IEEE Trans Neural Netw Learn Syst 27(1):8–17. https://doi.org/10.1109/TNNLS.2015.2404775

    Article  MathSciNet  PubMed  Google Scholar 

  43. Biswas S, Nayak PK (2020) A fault detection and classification scheme for unified power flow controller compensated transmission lines connecting wind farms. IEEE Syst J 15(1):297–306. https://doi.org/10.1109/JSYST.2020.2964421

    Article  ADS  Google Scholar 

  44. Li B, Lin M (2011) Analysis of directional pilot protection on transmission line with wind farm integration. In: 2011 International conference on advanced power system automation and protection. IEEE, pp 303–308. https://doi.org/10.1109/APAP.2011.6180418

  45. Tang J, Song G, Wang C (2016) Adaptability analysis of directional relays in power systems with wind farms,” 2015, March. In: 13th International conference on development in power system protection (DPSP). IET, pp 1–6. https://doi.org/10.1049/cp.2016.0113

  46. Mohamed A, Sayed AE, Moussa S, Elsamahy A (2019) Central relaying unit for wind farm based on directional angle and differential current. In: 2019 IEEE conference on power electronics and renewable energy (CPERE) 2019. IEEE, pp 186–193. https://doi.org/10.1109/CPERE45374.2019.8980127

  47. Fan Z, Song G, Kang X, Tang J, Wang X (2019) Three-phase fault direction identification method for outgoing transmission line of DFIG-based wind farms. J Mod Power Syst Clean Energy 7(5):1155–1164. https://doi.org/10.1007/s40565-018-0485-2

    Article  Google Scholar 

  48. Chen Z, Lu Y (2020) A novel pilot protection scheme for wind farm transmission line based on harmonic content ratio. In: 2020 12th IEEE PES Asia-Pacific power and energy engineering conference (APPEEC). IEEE, pp 1–6. https://doi.org/10.1109/APPEEC48164.2020.9220389

  49. Li X, Lu Y, Jiang W, Qin J (2022) Compensated phase selection method based on virtual magnitude rezoning for transmission lines emanating from wind farms. Electr Power Syst Res 206:107804. https://doi.org/10.1016/j.epsr.2022.107804

    Article  Google Scholar 

  50. Saber A (2020) Adaptive fast protection technique for uncompensated/compensated double-circuit transmission lines connected to large-scale wind farms. IET Renew Power Gener 14(13):2315–2322. https://doi.org/10.1049/iet-rpg.2019.1288

    Article  Google Scholar 

  51. Yang G, Dong M, Zhou Z, Zhou C, Du D, Zhan Z, Yang D (2012) The influences and countermeasures of wind farm access to transmission line differential protection. In: 2012 IEEE power electronics and machines in wind applications. IEEE, pp 1–4. https://doi.org/10.1109/PEMWA.2012.6316373

  52. Dubey R, Samantaray SR, Panigrahi BK, Venkoparao GV (2015) Adaptive distance relay setting for parallel transmission network connecting wind farms and UPFC. Int J Electr Power Energy Syst 65:113–123. https://doi.org/10.1016/j.ijepes.2014.09.033

    Article  Google Scholar 

  53. Kumar S, Koley E (2020) A K-nearest neighbour based protection scheme for UPFC compensated double circuit transmission line with wind farms. In: 2020 IEEE first international conference on smart technologies for power, energy and control (STPEC). IEEE, pp 1–5. https://doi.org/10.1109/STPEC49749.2020.9297695

  54. Sahoo B, Samantaray SR (2018) An enhanced fault detection and location estimation method for TCSC compensated line connecting wind farm. Int J Electr Power Energy Syst 96:432–441. https://doi.org/10.1016/j.ijepes.2017.10.022

    Article  Google Scholar 

  55. Mishra SK, Tripathy LN (2020) A novel relaying approach for performance enhancement in a STATCOM integrated wind-fed transmission line using single-terminal measurement. Iran J Sci Technol Trans Electr Eng 44(2):897–910. https://doi.org/10.1007/s40998-019-00271-x

    Article  Google Scholar 

  56. Biswas S, Nayak PK, Pradhan G (2021) A dual-time transform assisted intelligent relaying scheme for the STATCOM-compensated transmission line connecting wind farm. IEEE Syst J 16:2160–2171. https://doi.org/10.1109/JSYST.2021.3070448

    Article  ADS  Google Scholar 

  57. Wang T, Song G, Hussain KS (2019) Three-phase adaptive auto-reclosing for single outgoing line of wind farm based on active detection from STATCOM. IEEE Trans Power Deliv 35(4):1918–1927. https://doi.org/10.1109/TPWRD.2019.2956943

    Article  Google Scholar 

  58. Sivov OV, Abdelsalam HA, Makram EB (2015) Operation of MOV-protected series compensator with wind power during faults. In: 2015 North American power symposium (NAPS). IEEE, pp. 1–6. https://doi.org/10.1109/NAPS.2015.7335164

  59. Sharma A, Ola SR, Mahela OP (2016) Analysis of faults on series compensated EHV transmission line in the presence of wind generation. In: 2016 IEEE 7th power india international conference (PIICON). IEEE, pp 1–6. https://doi.org/10.1109/POWERI.2016.8077202

  60. Keramat MM, Fazaeli MH (2021) The new adaptive protection method for the compensated transmission lines with the series capacitor in a high share of wind energy resources by using PMU data. In: 7th Iran wind energy conference (IWEC2021). IEEE, pp 1–6. https://doi.org/10.1109/IWEC52400.2021.9466998

  61. Prasad CD, Biswal M, Nayak PK (2021) Wavelet operated single index based fault detection scheme for transmission line protection with swarm intelligent support. Energy Syst 12(2):373–392. https://doi.org/10.1007/s12667-019-00373-9

    Article  Google Scholar 

  62. El Safty S, El-Zonkoly A (2009) Applying wavelet entropy principle in fault classification. Int J Electr Power Energy Syst 31(10):604–607. https://doi.org/10.1016/j.ijepes.2009.06.003

    Article  Google Scholar 

  63. Prasad CD, Biswal M (2021) Swarm Evaluated threshold elimination approach for symmetrical fault detection during power swing. IETE J Res. https://doi.org/10.1080/03772063.2021.1986150

    Article  Google Scholar 

  64. Costa FB (2014) Boundary wavelet coefficients for real-time detection of transients induced by faults and power-quality disturbances. IEEE Trans Power Deliv 29(6):2674–2687. https://doi.org/10.1109/TPWRD.2014.2321178

    Article  MathSciNet  Google Scholar 

  65. Bandaru DP, Shaik AG (2018) Wind farm connected distribution system protection using wavelet-alienation coefficient technique. In: 2018 3rd international conference for convergence in technology (I2CT) 2018. IEEE, pp 1–6. https://doi.org/10.1109/I2CT.2018.8529579

  66. Ola SR, Saraswat A, Goyal SK, Jhajharia SK, Mahela OP (2020) Detection and analysis of power system faults in the presence of wind power generation using Stockwell transform based median. In: Intelligent computing techniques for smart energy systems, pp 319–329. https://doi.org/10.1007/978-981-15-0214-9_36

  67. Kar Ray D, Chattopadhyay S (2020) Fault analysis in solar–wind microgrid using multi-resolution analysis and Stockwell transform-based statistical analysis. IET Sci Meas Technol 14(6):639–650. https://doi.org/10.1049/iet-smt.2019.0279

    Article  Google Scholar 

  68. Chang HH (2020) Fault classifications of MV transmission lines connected to wind farms using non-intrusive fault monitoring techniques on HV utility side. IET Gener Transm Distrib 14(26):6518–6525. https://doi.org/10.1049/iet-gtd.2020.0198

    Article  Google Scholar 

  69. Wang XD, Gao X, Liu YM, Wang YW (2020) WRC-SDT based on-line detection method for offshore wind farm transmission line. IEEE Access 8:53547–53560. https://doi.org/10.1109/ACCESS.2020.2981294

    Article  Google Scholar 

  70. Perveen R, Kishor N, Mohanty SR (2015) Fault detection for offshore wind farm connected to onshore grid via voltage source converter-high voltage direct current. IET Gener Transm Distrib 9(16):2544–2554. https://doi.org/10.1049/iet-gtd.2015.0247

    Article  Google Scholar 

  71. Kumar R, Prasad CD, Biswal M (2022) Detection and identification of faulty phase in a thyristor compensated transmission network integrated with DFIG-based wind farm. In: Recent advances in power systems, pp 635–648. https://doi.org/10.1007/978-981-16-6970-5_46

  72. Paul M, Debnath S (2021) Fault detection and classification scheme for transmission lines connecting windfarm using single end impedance. IETE J Res. https://doi.org/10.1080/03772063.2021.1886601

    Article  Google Scholar 

  73. Yu K, Liu Z, Zhao G, Li J, Zeng X, Wang Z (2021) A novel protection method for a wind farm collector line based on FCM clustering analysis. Int J Electr Power Energy Syst 129:106863. https://doi.org/10.1016/j.ijepes.2021.106863

    Article  Google Scholar 

  74. Prakash R, Koley E (2021) A combined gabor transform-EKNN based protection scheme for AC-HVDC transmission line with DFIG wind turbine. In: 2021 13th IEEE PES Asia pacific power and energy engineering conference (APPEEC). IEEE

  75. Khalili M, Namdari F, Rokrok E (2021) A novel protection scheme for hybrid transmission systems connected to DFIG-based wind farms using game theory. IET Renew Power Gener 15(11):2409–2425. https://doi.org/10.1049/rpg2.12173

    Article  Google Scholar 

  76. Damala RB, Patnaik RK, Dash AR (2022) A simple decision tree-based disturbance monitoring system for VSC-based HVDC transmission link integrating a DFIG wind farm. Prot Control Mod Power Syst 7(1):1–19. https://doi.org/10.1186/s41601-022-00247-w

    Article  Google Scholar 

  77. Afrasiabi S, Afrasiabi M, Behdani B, Mohammadi M, Javadi MS, Osório GJ, Catalão JP (2021) Detection and localization of transmission line faults based on a hybrid two-stage technique considering wind power generation. In: 2021 IEEE international conference on environment and electrical engineering and 2021 IEEE industrial and commercial power systems Europe. IEEE, pp 1–5. https://doi.org/10.1109/EEEIC/ICPSEurope51590.2021.9584525

  78. Tamrakar AK, Koley E (2020) A SVM based fault detection and section identification scheme for a hybrid AC/HVDC transmission line with wind farm integration. 1–5. https://doi.org/10.1109/STPEC49749.2020.9297720

  79. Harish A, Prince A, Jayan MV (2022) Fault detection and classification for wide area backup protection of power transmission lines using weighted extreme learning machine. IEEE Access 10:82407–82417. https://doi.org/10.1109/ACCESS.2022.3196769

    Article  Google Scholar 

  80. Prasad CD, Biswal M, Ray P (2021) Enhancing fault detection function in wind farm-integrated power network using teaching learning-based optimization technique. Int Trans Electr Energy Syst 31(10):e12735. https://doi.org/10.1002/2050-7038.12735

    Article  Google Scholar 

  81. Niknezhad M, Sadeh J, Damchi Y (2016) Effects of fixed speed wind farm on power swing detection in distance relays. In: 31st international power system conference (psc 2016)

  82. Prakash T, Mohanty SR, Singh VP (2019) Distance relaying algorithm for phasor measurement unit assisted zone-3 relays of series compensated wind integrated system. IET Gener Transm Distrib 13(21):4788–4797. https://doi.org/10.1049/iet-gtd.2019.0488

    Article  Google Scholar 

  83. Zeno A, Orillaza JR, Kolhe ML (2020) Analysing the effects of power swing on wind farms using instantaneous impedances. Renew Energy 147:1432–1452. https://doi.org/10.1016/j.renene.2019.09.017

    Article  Google Scholar 

  84. Niknezhad M, Sadeh J (2022) Analysis of wind farm penetration on power swing detection in distance relays. IET Renew Power Gener 16(2):375–388. https://doi.org/10.1049/rpg2.12333

    Article  Google Scholar 

  85. Biswal S, Swain SD, Patidar RD, Bhoi AK, Malik OP (2021) Integrated Wide-Area backup protection algorithm during stressed power system condition in presence of wind farm. Arab J Sci Eng 46(10):9363–9376. https://doi.org/10.1007/s13369-020-05290-z

    Article  Google Scholar 

  86. Rao JT, Bhalja B, Andreev MV, Malik OP (2021) Synchrophasor assisted power swing detection scheme for wind integrated transmission network. IEEE Trans on Pow Deliv 37(3):1952–1962. https://doi.org/10.1109/TPWRD.2021.3101846

    Article  Google Scholar 

  87. Jalilian A, Muttaqi KM, Sutanto D, Robinson DA (2022) Distance protection of transmission lines in presence of inverter-based resources: a new earth fault detection scheme during asymmetrical power swings. IEEE Trans Ind Appl 58(2):1899–1909. https://doi.org/10.1109/TIA.2022.3146219

    Article  Google Scholar 

  88. Damchi Y, Eivazi A (2022) Power swing and fault detection in the presence of wind farms using generator speed zero-crossing moment. Int Trans Electrl Energy Syst. https://doi.org/10.1155/2022/2569810

    Article  Google Scholar 

  89. Pattanaik PR, Panigrahi BK, Pati S, Sanyal SK (2023) Investigation of distance relay settings under normal and stressed conditions in a wind farm environment. Int J Amb Energy 44(1):843–848. https://doi.org/10.1080/01430750.2022.2156604

    Article  Google Scholar 

  90. Bera PK, Kumar V, Pani SR, Malik OP (2023) Autoregressive Coefficients based intelligent protection of transmission lines connected to type-3 wind farms. IEEE Trans Power Deliv. https://doi.org/10.1109/TPWRD.2023.3321844

    Article  Google Scholar 

  91. Prabhu MS, Biswas S, Nayak PK, Abdelaziz AY, El-Shahat A (2023) An intelligent protection scheme for series-compensated transmission lines connecting large-scale wind farms. Front Energy Res 11:1141235. https://doi.org/10.3389/fenrg.2023.1141235

    Article  Google Scholar 

  92. Biswas S, Nayak PK, Panigrahi BK, Pradhan G (2023) “An intelligent fault detection and classification technique based on variational mode decomposition-CNN for transmission lines installed with UPFC and wind farm. Electr Power Syst Res 223:109526. https://doi.org/10.1016/j.epsr.2023.109526

    Article  Google Scholar 

  93. Qin W, Cai Y, Wei Q, Han X, Chen W, Jia Y (2024) Pilot protection scheme for transmission line of wind-storage combined system based on one-mode current similarity. Electr Power Syst Res 228:110039. https://doi.org/10.1016/j.epsr.2023.110039

    Article  Google Scholar 

  94. Nazari AA, Razavi F, Fakharian A (2023) A new power swing detection method in power systems with large-scale wind farms based on modified empirical-mode decomposition method. IET Gener Transm Distrib 17(6):1204–1215. https://doi.org/10.1049/gtd2.12727

    Article  Google Scholar 

  95. Zhang X, Radwan M, Azad SP (2023) Modified distance protection of transmission lines originating from DFIG-based WPPs by considering the impact of fault-induced rotor frequency and LVRT requirements. Int J Electr Power Energy Syst 147:108911. https://doi.org/10.1016/j.ijepes.2022.108911

    Article  Google Scholar 

  96. Kariyawasam S, Wijekoon J, Rajapakse A (2023) Assessment of the performance of phasor-based and transients-based faulted phase identification techniques in the presence of inverter interfaced resources. Energies 16(2):640. https://doi.org/10.3390/en16020640

    Article  Google Scholar 

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Acknowledgements

Authors would like to thank the Department of Electrical Engineering, NIT Raipur for providing all the facilities to conduct this research.

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The authors declare that no funds, grants, or other support were received during the preparation of this manuscript.

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Authors and Affiliations

  1. Department of Electrical Engineering, National Institute of Technology, Raipur, 492010, India

    Ch. Durga Prasad & Monalisa Biswal

  2. Department of Electrical Engineering, Veer Surendra Sai University of Technology, Burla, Odisha, 768018, India

    Papia Ray

Authors
  1. Ch. Durga Prasad
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  2. Monalisa Biswal
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  3. Papia Ray
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Contributions

CDP contributed to conceptualization, formal analysis, investigation, and original draft; Monalisa Biswal contributed to review, supervision, editing, PR formal analysis, editing and review.

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Correspondence to Monalisa Biswal.

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Prasad, C.D., Biswal, M. & Ray, P. Line protection in presence of high penetration of wind energy: a review on possible solutions. Electr Eng (2024). https://doi.org/10.1007/s00202-024-02313-y

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