Artificial Intelligence based accurately load forecasting system to forecast short and medium-term load demands

Artificial Intelligence based accurately load forecasting system to forecast short and medium-term load demands

An efficient management and better scheduling by the power companies are of great significance for accurate electrical load forecasting. There exists a high level of uncertainties in the load time series, which is challenging to make the accurate short-term load forecast (STLF), medium-term load for...

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Bibliographic Details
Main Authors: Faisal Mehmood Butt, Lal Hussain, Anzar Mahmood, Kashif Javed Lone
Format: Article
Language:English
Published: AIMS Press 2021-04-01
Series:Mathematical Biosciences and Engineering
Subjects:
short-term load forecast
long short-term memory networks
convolutional neural networks
deep neural networks
artificial intelligence
Online Access:http://www.aimspress.com/article/doi/10.3934/mbe.2021022?viewType=HTML

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http://www.aimspress.com/article/doi/10.3934/mbe.2021022?viewType=HTML

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