Forecasting of solar and wind power using LSTM RNN for load frequency control in isolated microgrid

Dhananjay Kumar, H. D. Mathur, S. Bhanot, Ramesh C. Bansal

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)311-323
Number of pages13
JournalInternational Journal of Modelling and Simulation
Volume41
Issue number4
DOIs
StatePublished - 2021
Externally publishedYes

ASJC Scopus Subject Areas

  • Modeling and Simulation
  • General Mathematics
  • Mechanics of Materials
  • General Engineering
  • Hardware and Architecture
  • Industrial and Manufacturing Engineering
  • Electrical and Electronic Engineering

Keywords

  • Deep learning
  • LSTM recurrent neural network
  • load frequency control
  • microgrid
  • time series forecasting

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