Short-Term Electricity Demand Forecasting Using Deep Neural Networks: An Analysis for Thai Data

Short-Term Electricity Demand Forecasting Using Deep Neural Networks: An Analysis for Thai Data

Electricity demand forecasting plays a significant role in energy markets. Accurate prediction of electricity demand is the key factor in optimizing power generation and consumption, saving energy resources, and determining energy prices. However, integrating energy mix scenarios, including solar an...

Full description

Bibliographic Details
Main Authors: Kamal Chapagain, Samundra Gurung, Pisut Kulthanavit, Somsak Kittipiyakul
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied System Innovation
Subjects:
accuracy
data-driven approach
feedforward neural network
gated recurrent unit
hyperparameter tuning
long short-term memory
Online Access:https://www.mdpi.com/2571-5577/6/6/100

Internet

https://www.mdpi.com/2571-5577/6/6/100

Similar Items