Solving the Cold-Start Problem in Short-Term Load Forecasting Using Tree-Based Methods

An energy-management system requires accurate prediction of the electric load for optimal energy management. However, if the amount of electric load data is insufficient, it is challenging to perform an accurate prediction. To address this issue, we propose a novel electric load forecasting scheme u...

Full description

Bibliographic Details
Main Authors: Jihoon Moon, Junhong Kim, Pilsung Kang, Eenjun Hwang
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/4/886