Skip to main content
Top

2021 | OriginalPaper | Chapter

Analysis of Automatic Detection Technology for Abnormal Faults of Cable Nodes in Smart Grid

Authors : Qingyun Hu, Yingmin Huang, Cuishan Xu, Shengquan Li, Hanfeng Zou

Published in: Big Data Analytics for Cyber-Physical System in Smart City

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The science and technology and society in China are gradually developing, and the demand for electrical energy is gradually increasing, and there are more and more domestic smart grid constructions. The abnormality of the grid cable has a direct impact on the power supply. In order to better improve the detection capability for abnormal fault of grid cable, the automatic detection technology is performed based on the cable nodes in smart grid. It is an identification based on the abnormal spectrum existing in the current transmission of power grid, and intelligent extraction is carried out, so that the abnormal fault nodes of each cable can be automatically detected, and the fusion of abnormal fault of cable nodes is established. The author first analyzes the faults of cable in smart grid, then analyzes the simulation experiment, and finally applies the automatic detection technology to the abnormal faults of cable nodes in smart grid.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Zhang, L.: Application research of fault diagnosis technology for power cable in smart grid. Sci. Technol. Innov. 28 (2019) Zhang, L.: Application research of fault diagnosis technology for power cable in smart grid. Sci. Technol. Innov. 28 (2019)
2.
go back to reference Alemu, S.: NetsaNet. Application of soft computing technology in microgrid automation: renewable energy generation forecasting, demand forecasting, microgrid protection (2019) Alemu, S.: NetsaNet. Application of soft computing technology in microgrid automation: renewable energy generation forecasting, demand forecasting, microgrid protection (2019)
3.
go back to reference Zhang, J.: Research on key technologies of performance-oriented network attack detection system for intelligent substations based on CPPS fusion (2019) Zhang, J.: Research on key technologies of performance-oriented network attack detection system for intelligent substations based on CPPS fusion (2019)
4.
go back to reference Juan, F., Hongjie, Z., Jiafeng, S., et al.: Deep-level detection technology for mass operation data of smart grid based on regulation and control cloud. Autom. Instrum. 230(12), 168–171 (2018) Juan, F., Hongjie, Z., Jiafeng, S., et al.: Deep-level detection technology for mass operation data of smart grid based on regulation and control cloud. Autom. Instrum. 230(12), 168–171 (2018)
5.
go back to reference Wang, C., Zhang, X., Xie, L.: Research on temperature, humidity and dangerous environment monitoring of cable trenches in large substations based on intelligent sensor identification technology. In: 2018 Smart Grid Informatization Construction Seminar (2018) Wang, C., Zhang, X., Xie, L.: Research on temperature, humidity and dangerous environment monitoring of cable trenches in large substations based on intelligent sensor identification technology. In: 2018 Smart Grid Informatization Construction Seminar (2018)
6.
go back to reference Gao, Q., Liu, Q., Guo, Z., et al.: Research on preprocessing and recognition technology of partial discharge signals in GIS withstand voltage test based on ultrasonic signals. In: Proceedings of the 3rd Smart Grid Conference (2018) Gao, Q., Liu, Q., Guo, Z., et al.: Research on preprocessing and recognition technology of partial discharge signals in GIS withstand voltage test based on ultrasonic signals. In: Proceedings of the 3rd Smart Grid Conference (2018)
7.
go back to reference Linqian, H., Minghui, W.: Automatic detection and analysis of appearance defects of smart meters based on image processing. J. Taiyuan Univ. Nat. Sci. Edn. 36(03), 50–55 (2018) Linqian, H., Minghui, W.: Automatic detection and analysis of appearance defects of smart meters based on image processing. J. Taiyuan Univ. Nat. Sci. Edn. 36(03), 50–55 (2018)
8.
go back to reference Wenchao, S.: Decision analysis of fault diagnosis and repair for cable nodes in smart grid based on AHP. Chin. Sci. Technol. Expo 37, 297 (2015) Wenchao, S.: Decision analysis of fault diagnosis and repair for cable nodes in smart grid based on AHP. Chin. Sci. Technol. Expo 37, 297 (2015)
9.
go back to reference Liu, T., Guan, X., Liu, Y., et al.: Research on detection method of smart grid attack based on data fusion of physical system and information network anomaly Liu, T., Guan, X., Liu, Y., et al.: Research on detection method of smart grid attack based on data fusion of physical system and information network anomaly
10.
go back to reference Guo, J., Han, X., Li, S., et al.: Research on optimization scheme of primary cable laying in substation based on three-dimensional design. In: 2018 Smart Grid Informatization Construction Seminar (2018) Guo, J., Han, X., Li, S., et al.: Research on optimization scheme of primary cable laying in substation based on three-dimensional design. In: 2018 Smart Grid Informatization Construction Seminar (2018)
Metadata
Title
Analysis of Automatic Detection Technology for Abnormal Faults of Cable Nodes in Smart Grid
Authors
Qingyun Hu
Yingmin Huang
Cuishan Xu
Shengquan Li
Hanfeng Zou
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-33-4572-0_98

Premium Partner