Comparing the Simple to Complex Automatic Methods with the Ensemble Approach in Forecasting Electrical Time Series Data

Comparing the Simple to Complex Automatic Methods with the Ensemble Approach in Forecasting Electrical Time Series Data

The importance of forecasting in the energy sector as part of electrical power equipment maintenance encourages researchers to obtain accurate electrical forecasting models. This study investigates simple to complex automatic methods and proposes two weighted ensemble approaches. The automated metho...

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Bibliographic Details
Main Authors: Winita Sulandari, Yudho Yudhanto, Sri Subanti, Crisma Devika Setiawan, Riskhia Hapsari, Paulo Canas Rodrigues
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Energies
Subjects:
automatic methods
ensemble approach
electrical forecasting model
time series
Online Access:https://www.mdpi.com/1996-1073/16/22/7495

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https://www.mdpi.com/1996-1073/16/22/7495

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