Prediction of the Electricity Demand in the Market: An Application of Optimization and Machine Learning

Prediction of the Electricity Demand in the Market: An Application of Optimization and Machine Learning

In this study, the combination of Gray Wolf Optimization and Artificial neural networks (GWO-ANN) algorithm was applied to predict the long-term electricity demand in Iraq, considering the nonlinear trend and uncertainties in the variables affecting it. The results indicate that the population and g...

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Bibliographic Details
Main Authors: Ahmed Majed Althahabi, Hassan Mohammed Abed, Raed Khalid, Abrar Ryadh, Ali Al Mansor, Kadhum Al-Majdi, Adil Abbas Alwan
Format: Article
Language:English
Published: OICC Press 2023-06-01
Series:Majlesi Journal of Electrical Engineering
Subjects:
Artificial Neural Networks
Electricity demand
Gray Wolf Optimization
Modified PWM method
Predictive modeling
Online Access:https://oiccpress.com/mjee/article/view/5003
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