Skip to main content

2021 | OriginalPaper | Buchkapitel

Fault Transient Signal Analysis of UHV Transmission Line Based on Wavelet Transform and Prony Algorithm

verfasst von : Mingjiu Pan, Chenlin Gu, Zhifang Yu, Jun Shan, Bo Liu, Hanqing Wu, Di Zheng

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

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this paper, the Mallat signal analysis of wavelet transform is used to segment the signal, and then Prony algorithm is used to fit the segmentation algorithm. This method has the advantages of clear section distinction, strong anti-interference, fast calculation response and strong robustness. In the verification stage, the anti-interference robustness of the wavelet is tested by adding noise signals with different signal-to-noise ratio, and the ideal segmentation results are obtained by using wavelet analysis. Prony algorithm can be used to analyze and calculate each sub segment according to the segmentation.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
1.
Zurück zum Zitat Rong, Y., Lin, F., Zhang, Z., et al.: Application of piecewise prony algorithm in fault signal analysis of UHV transmission lines. New Electric. Energy Technol. 08, 69–76 (2017). (in Chinese) Rong, Y., Lin, F., Zhang, Z., et al.: Application of piecewise prony algorithm in fault signal analysis of UHV transmission lines. New Electric. Energy Technol. 08, 69–76 (2017). (in Chinese)
2.
Zurück zum Zitat Xia, Y., Gou, B., Yan, Xu.: A new ensemble-based classifier for IGBT open-circuit fault diagnosis in three-phase PWM converter. Prot. Control Mod. Power Syst. 3(4), 364–372 (2018) Xia, Y., Gou, B., Yan, Xu.: A new ensemble-based classifier for IGBT open-circuit fault diagnosis in three-phase PWM converter. Prot. Control Mod. Power Syst. 3(4), 364–372 (2018)
3.
Zurück zum Zitat Gopakumar, P., Mallikajuna, B., Reddy, M.J.B., Mohanta, D.K.: Remote monitoring system for real time detection and classification of transmission line faults in a power grid using PMU measurements. Prot. Control Mod. Power Syst. 3(2), 159–168 (2018) Gopakumar, P., Mallikajuna, B., Reddy, M.J.B., Mohanta, D.K.: Remote monitoring system for real time detection and classification of transmission line faults in a power grid using PMU measurements. Prot. Control Mod. Power Syst. 3(2), 159–168 (2018)
4.
Zurück zum Zitat Song, G., Hou, J., Guo, B., Chen, Z.: Pilot protection of hybrid MMC DC grid based on active detection. Prot. Control Mod. Power Syst. 5(1), 82–96 (2020)CrossRef Song, G., Hou, J., Guo, B., Chen, Z.: Pilot protection of hybrid MMC DC grid based on active detection. Prot. Control Mod. Power Syst. 5(1), 82–96 (2020)CrossRef
5.
Zurück zum Zitat Mishra, S.K., Tripathy, L.N.: A critical fault detection analysis & fault time in a UPFC transmission line. Prot. Control Mod. Power Syst. 4(1), 24–33 (2019)CrossRef Mishra, S.K., Tripathy, L.N.: A critical fault detection analysis & fault time in a UPFC transmission line. Prot. Control Mod. Power Syst. 4(1), 24–33 (2019)CrossRef
6.
Zurück zum Zitat Garoosi, V., Jansen, B.H.: Development and evaluation of the piecewise Prony method for evoked potential analysis. IEEE Trans. Biomed. Eng. 47(12), 1549–1554 (2000)CrossRef Garoosi, V., Jansen, B.H.: Development and evaluation of the piecewise Prony method for evoked potential analysis. IEEE Trans. Biomed. Eng. 47(12), 1549–1554 (2000)CrossRef
7.
Zurück zum Zitat Rajaraman, P., Sundaravaradan, N.A., Mallikarjuna, B., Mohanta, D.K.: Robust fault analysis in transmission lines using synchrophasor measurements. Prot. Control Mod. Power Syst. 3(1), 108–110 (2018) Rajaraman, P., Sundaravaradan, N.A., Mallikarjuna, B., Mohanta, D.K.: Robust fault analysis in transmission lines using synchrophasor measurements. Prot. Control Mod. Power Syst. 3(1), 108–110 (2018)
8.
Zurück zum Zitat Das, S., Ananthan, S.N., Santoso, S.: Relay performance verification using fault event records. Prot. Control Mod. Power Syst. 3(3), 226–235 (2018) Das, S., Ananthan, S.N., Santoso, S.: Relay performance verification using fault event records. Prot. Control Mod. Power Syst. 3(3), 226–235 (2018)
9.
Zurück zum Zitat Musa, M.H., He, Z., Fu, L., Deng, Y.: A cumulative standard deviation sum based method for high resistance fault identification and classification in power transmission lines. Prot. Control Mod. Power Syst. 3(3), 291–302 (2018) Musa, M.H., He, Z., Fu, L., Deng, Y.: A cumulative standard deviation sum based method for high resistance fault identification and classification in power transmission lines. Prot. Control Mod. Power Syst. 3(3), 291–302 (2018)
10.
Zurück zum Zitat Castillo, R., Ramon Ramirez, J., Alonso, G., et al.: Prony’s method application for BWR instabilities characterization. Nucl. Eng. Des. 284(4), 67–73 (2015)CrossRef Castillo, R., Ramon Ramirez, J., Alonso, G., et al.: Prony’s method application for BWR instabilities characterization. Nucl. Eng. Des. 284(4), 67–73 (2015)CrossRef
Metadaten
Titel
Fault Transient Signal Analysis of UHV Transmission Line Based on Wavelet Transform and Prony Algorithm
verfasst von
Mingjiu Pan
Chenlin Gu
Zhifang Yu
Jun Shan
Bo Liu
Hanqing Wu
Di Zheng
Copyright-Jahr
2021
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-33-4572-0_42

Premium Partner