[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to main content

A New Differential Protection Scheme of Distribution Network Line Based on Improved DTW Algorithm and 5G Communication

  • Conference paper
  • First Online:
Proceedings of 2021 International Top-Level Forum on Engineering Science and Technology Development Strategy (PMF 2019, PMF 2021)

Abstract

With the massive access of new energy, the differential protection will replace the traditional single-ended protection as the main protection of the distribution network line. Among the current differential protection channels, only 5G communication technology has both advantages of performance and price. However, using 5G communication as a communication channel needs to overcome the problems of delay jitter and data packet loss. This article first analyzes the principle of differential protection based on dynamic time warping (DTW) distance algorithm, and uses the nearest previous normal sampling point to replace the current abnormal one to deal with the problem of data packet loss, which is called alternative processing method. Secondly, the main starting criterion based on DTW distance of two-phase current and the auxiliary starting criterion based on DTW distance of the triple zero-sequence current are proposed. Thirdly, the calculation method of DTW algorithm under the short data window is proposed and the two operating criteria based on DTW algorithm are improved. And then, these 4 criteria are combined as a differential protection scheme for distribution network. Both theoretical calculation and simulation analysis show that the proposed scheme can operate well under different types of faults in different locations. With 5G communication delay being ignored, the scheme can operate in only 4–7 ms, and the data window of main operating criterion is only 3.75 ms.

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

Access this chapter

Subscribe and save

Springer+ Basic
£29.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
GBP 19.95
Price includes VAT (United Kingdom)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
GBP 159.50
Price includes VAT (United Kingdom)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
GBP 199.99
Price includes VAT (United Kingdom)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
GBP 199.99
Price includes VAT (United Kingdom)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  1. Wang SX, Song LK, Shu X (2019) Adaptive overcurrent protection of active distribution network with high penetration of distributed generations and multiple loads. High Voltage Eng 45(6):1783–1794

    Google Scholar 

  2. Chen S, Gao L, Luo F et al (2020) A 5G communication based adaptive current differential protection for distribution networks. In: IEEE sustainable power and energy conference (iSEPC). IEEE, Chengdu, China, pp 2646–2651

    Google Scholar 

  3. Mahmood A, Ashraf MI, Gidlund M et al (2018) Over-the-air time synchronization for URLLC: requirements, challenges and possible enablers. In: 15th International symposium on wireless communication systems (ISWCS). IEEE, Lisbon, Portugal, pp. 1–6

    Google Scholar 

  4. Shen B, Zou XF (2020) Study on the adaptability of 5G and wireless private network applied to the protection of medium voltage distribution network. In: IOP conference series: earth and environmental science, vol 632. IOP Publishing Ltd, Kamakura, Japan

    Google Scholar 

  5. Fan HY, Qi FF, Niu H (2021) Research on distribution line protection device based on 5G/AD hoc network wireless communication technology. In: IEEE international conference on power electronics, computer applications (ICPECA). IEEE, Shenyang, China, pp. 189–193

    Google Scholar 

  6. Wang TH, Yu J, Xu J et al (2019) Discussion on adaptive differential protection technology of distribution network based on 5G wireless communication. Distrib Utilization 36(9):18–21+27

    Google Scholar 

  7. Gao HL, Xu B, Xiang MJ et al (2021) Research and application of self-synchronized differential protection for distribution networks using 5G as the communication channel. Power Syst Prot Control 49(7):1–9

    Google Scholar 

  8. He YL, Qiu YT, Wu LM et al (2021) Research on relay protection based on 5G communication technology. Power Syst Prot Control 49(7):31–38

    Google Scholar 

  9. Zerihun TA, Helvik BE (2019) Dependability of smart distribution grid protection using 5G[C]. In: 3rd International conference on smart grid and smart cities (ICSGSC). IEEE, Berkeley, CA, USA, pp 51–59

    Google Scholar 

  10. Yu J, Huang H, Chen HS et al (2021) Discussion on the application of 5G wireless communication carrying differential protection services. Power Syst Prot Control 49(7):10–16

    Google Scholar 

  11. Zhang JY, Jiang RZ, Li JG et al (2021) Research on differential protection of a distribution network based on 5G communication. Power Syst Prot Control 49(7):17–23

    Google Scholar 

  12. Wang Y, Lu YP (2014) A communication delay-resistant and packet loss-resistant differential protection scheme. Autom Electr Power Syst 38(4):92–97+126

    Google Scholar 

  13. Huang C, Liu PH, Jiang YQ et al (2017) Feeder differential protection based on dynamic time warping distance in active distribution network. Trans China Electrotechnical Soc 32(6):240–247

    Google Scholar 

  14. Tong XY, Yang MJ, Zhang GX (2020) A protection scheme for HVDC transmission line based on traveling waveform similarity using improved DTW algorithm. Proc CSEE 40(12):3878–3887

    Google Scholar 

  15. Liu PH, Huang C (2016) A fault section location method for small current grounding fault in distribution network based on dynamic time warping distance. Power Syst Technol 40(3):952–957

    Google Scholar 

  16. Huang FQ, Wang TH, Zhang HT et al (2021) Differential protection of the distribution line based on 5G communication and dynamic time wrapping algorithm. J Chongqing Univ 44(4):77–85

    Google Scholar 

  17. Li HL, Liang Y, Wang SC (2018) Review on dynamic time warping in time series data mining. Control Decis 33(8):1345–1353

    MATH  Google Scholar 

Download references

Acknowledgements

This work is supported by State Key Laboratory of Smart Grid Protection and Control: Technical Research on 5G Network Bearing Protection Automation Service.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tonghua Wu .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Pu, H. et al. (2022). A New Differential Protection Scheme of Distribution Network Line Based on Improved DTW Algorithm and 5G Communication. In: Xue, Y., Zheng, Y., Novosel, D. (eds) Proceedings of 2021 International Top-Level Forum on Engineering Science and Technology Development Strategy . PMF PMF 2019 2021. Lecture Notes in Electrical Engineering, vol 816. Springer, Singapore. https://doi.org/10.1007/978-981-16-7156-2_13

Download citation

  • DOI: https://doi.org/10.1007/978-981-16-7156-2_13

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-16-7155-5

  • Online ISBN: 978-981-16-7156-2

  • eBook Packages: EnergyEnergy (R0)

Publish with us

Policies and ethics