A Deep Learning Approach for Short-Term Electricity Demand Forecasting: Analysis of Thailand Data

Accurate electricity demand forecasting serves as a vital planning tool, enhancing the reliability of management decisions. Apart from that, achieving these aims, particularly in managing peak demand, faces challenges due to the industry’s volatility and the ongoing increase in residential energy us...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Ranju Kumari Shiwakoti, Chalie Charoenlarpnopparut, Kamal Chapagain
Format:	Article
Language:	English
Published:	MDPI AG 2024-05-01
Subjects:	deep learning gated recurrent unit hyperparameter tuning long short-term memory recurrent neural network short-term demand forecasting
Online Access:	https://www.mdpi.com/2076-3417/14/10/3971