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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Autors principals:	Ranju Kumari Shiwakoti, Chalie Charoenlarpnopparut, Kamal Chapagain
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2024-05-01
Col·lecció:	Applied Sciences
Matèries:	deep learning gated recurrent unit hyperparameter tuning long short-term memory recurrent neural network short-term demand forecasting
Accés en línia:	https://www.mdpi.com/2076-3417/14/10/3971
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