A Hybrid Model of VMD-EMD-FFT, Similar Days Selection Method, Stepwise Regression, and Artificial Neural Network for Daily Electricity Peak Load Forecasting

A Hybrid Model of VMD-EMD-FFT, Similar Days Selection Method, Stepwise Regression, and Artificial Neural Network for Daily Electricity Peak Load Forecasting

Daily electricity peak load forecasting is important for electricity generation capacity planning. Accurate forecasting leads to saving on excessive electricity generating capacity, while maintaining the stability of the power system. The main challenging tasks in this research field include improvi...

Full description

Bibliographic Details
Main Authors: Lalitpat Aswanuwath, Warut Pannakkong, Jirachai Buddhakulsomsiri, Jessada Karnjana, Van-Nam Huynh
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Energies
Subjects:
hybrid model
daily peak load forecasting
VMD
EDM
FFT
similar days method
Online Access:https://www.mdpi.com/1996-1073/16/4/1860

Internet

https://www.mdpi.com/1996-1073/16/4/1860

Similar Items