Imaging Time Series Technique with an Adaptive Particle Swarm Optimized CNN Model for Classification of Faults in Transmission Line

Jyoti Shukla, Basanta K. Panigrahi, Ramesh C. Bansal

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number11
JournalSmart Grids and Sustainable Energy
Volume10
Issue number1
DOIs
StatePublished - Apr 2025
Externally publishedYes

ASJC Scopus Subject Areas

  • Economics and Econometrics
  • Energy (miscellaneous)
  • Renewable Energy, Sustainability and the Environment
  • Electrical and Electronic Engineering

Keywords

  • Adaptive Particle Swarm Optimization (APSO)
  • Convolutional Neural Network (CNN)
  • Fault signals
  • Gramian Angular Difference Field (GADF) method
  • Transmission line

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