Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning

Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning

While the general belief is that the best way to predict electric load is through individualized models, the existing studies have focused on one-for-all models because the individual models are difficult to train and require a significantly larger data accumulation time per individual. In recent ye...

Full description

Bibliographic Details
Main Authors: Eunjung Lee, Wonjong Rhee
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep learning
individualized models
meta learning
transfer learning
short-term load forecasting
Online Access:https://ieeexplore.ieee.org/document/9330546/

Internet

https://ieeexplore.ieee.org/document/9330546/

Similar Items