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Adaptive Distance Protection Scheme for Mutually Coupled Line

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Abstract

The availability of zero-sequence current, under normal circumstances, determines the accuracy of the operation of a distance relay which is connected to a mutually coupled parallel line. When this is not available, the system adopts a different compensation factor which if, not properly calculated introduces errors in the relay operation. The proposed adaptive protection scheme, described in this paper, consists of three modular artificial neural networks model (ANN). This is developed using the feed-forward nonlinear backpropagation Levenberg–Marquardt algorithm that determines the actual status of the mutually coupled lines. The remote terminal units connected to the current and voltage transformers are used to acquire the appropriate data. The proposed scheme also carefully determines the ground distance element reach settings by calculating the apparent impedance while considering mutual coupling for all practical system configurations from the ANN; this eliminates the need for a compensation factor. The results of the apparent impedance (R + jX) calculated by the proposed adaptive and the conventional schemes, showed an average percentage error of (0.06% and 0.02%) and (15% and 41.5%) respectively. Having obtained this result, the performance of the proposed adaptive scheme showed the exact fault location with a higher accuracy when compared with a compensated conventional scheme.

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References

  1. Abilash GP, Ranjan A (2017) Review: double circuit transmission line protection techniques. Int J Adv Res Innov Ideas Educ 3(3):2973–2978

    Google Scholar 

  2. Yi Hu, Novosel D, Mohansaha M (2002) An adaptive scheme for parallel-line distance protection. IEEE Trans Power Deliv 17:105–110

    Article  Google Scholar 

  3. Srivani SG, Vittal KP (2009) Three-zone quadrilateral adaptive distance relay for the protection of parallel transmission line with mutual coupling. J Electr Eng. https://doi.org/10.1109/ICIT.2009.4939541

    Article  Google Scholar 

  4. Srivani SG, Reddy CA, Vittal KP (2008) Comparative evaluation of adaptive and conventional distance relay for parallel transmission line with mutual coupling, World Academy of Science, Engineering and Technology. Int J Electr Comput Eng 2(6):1168–1174

    Google Scholar 

  5. Sharifzadeh M, Sanaye-Pasand M (2007) An adaptive distance scheme for double circuit line protection. Universities Power Engineering Conference (UPEC), 2007, pp. 310–315

  6. Eissa MM, Malik OP (2004) Laboratory Investigation of a distance protection technique for double circuit lines. IEEE Trans Power Deliv 19:1625–1635

    Google Scholar 

  7. Mclaren PG, Fernando I, Liu H, Dirks E, Swift GW, Steele C (1997) Enhanced double circuit line protection. IEEE Trans Power Deliv 12:1100–1108

    Article  Google Scholar 

  8. Osman AH, Malik OP (2004) Protection of parallel transmission line using wavelet transform. IEEE Trans Power Deliv 19(1):49–55

    Article  Google Scholar 

  9. Pasand MS, Jafarian P (2011) Adaptive protection of parallel transmission lines using combined cross-differential and impedance-based techniques. IEEE Trans Power Deliv 26(3):1829–1840

    Article  Google Scholar 

  10. Bouthiba T (2004) Fault location in EHV transmission lines using artificial neural networks. Int J Appl Math Comput Sci 14(1):69–78

    MathSciNet  MATH  Google Scholar 

  11. Sanaye-Pasand M, Khorashadi Z (2003) Transmission line fault detection and phase selection using ANN. In: International Conference on Power Systems Transients–IPST 2003 in New Orleans, USA.

  12. Zaki DA, El-Amary NH, Abdelaziz AY, Mohammad M (2012) Adaptive distance protection of parallel transmission line. Int J Ind Eng Pract 4:45–62

    Google Scholar 

  13. Anamika J, Thoke AS, Patel RN (2009) Fault classification of double circuit transmission line using artificial neural network. Intern J Electr Comput Electr Eng 1(2):1793–8163

    Google Scholar 

  14. Mazon AJ, Zamora I, Minambres JF, Zorrozua MA, Barandiaran JJ, Sagastabeitia K (2000) A new approach to fault location in two-terminal transmission lines using artificial neural networks. Electr Power Syst Res J 56:261–266

    Article  Google Scholar 

  15. Phadke AG, Thorp JS (2009) Computer relaying power systems. John Wiley and Sons Ltd, Amsterdam

    Book  Google Scholar 

Download references

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Authors and Affiliations

  1. Department of Electrical Engineering, University of Nigeria Nsukka, Nsukka, Enugu State, Nigeria

    Uma Uzubi Uma, Arthur Ekwue & Emenike Ejiogu

  2. Africa Center of Excellence on Substainable Power & Energy Development, University of Nigeria Nsukka, Nigeria

    Arthur Ekwue

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  1. Uma Uzubi Uma
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  2. Arthur Ekwue
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  3. Emenike Ejiogu
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Correspondence to Uma Uzubi Uma.

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Uma, U.U., Ekwue, A. & Ejiogu, E. Adaptive Distance Protection Scheme for Mutually Coupled Line. J. Electr. Eng. Technol. 16, 131–140 (2021). https://doi.org/10.1007/s42835-020-00578-4

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  • DOI: https://doi.org/10.1007/s42835-020-00578-4

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