Peak Electrical Energy Consumption Prediction by ARIMA, LSTM, GRU, ARIMA-LSTM and ARIMA-GRU Approaches

Peak Electrical Energy Consumption Prediction by ARIMA, LSTM, GRU, ARIMA-LSTM and ARIMA-GRU Approaches

Forecasting peak electrical energy consumption is important because it allows utilities to properly plan for the production and distribution of electrical energy. This reduces operating costs and avoids power outages. In addition, it can help reduce environmental impact by allowing for more efficien...

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Bibliographic Details
Main Authors: Agbessi Akuété Pierre, Salami Adekunlé Akim, Agbosse Kodjovi Semenyo, Birregah Babiga
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Energies
Subjects:
peak consumption
ARIMA
LSTM
GRU
ARIMA-LSTM
ARIMA-GRU
Online Access:https://www.mdpi.com/1996-1073/16/12/4739

Internet

https://www.mdpi.com/1996-1073/16/12/4739

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