Deep Neural Network and Long Short-Term Memory for Electric Power Load Forecasting

Deep Neural Network and Long Short-Term Memory for Electric Power Load Forecasting

Forecasting domestic and foreign power demand is crucial for planning the operation and expansion of facilities. Power demand patterns are very complex owing to energy market deregulation. Therefore, developing an appropriate power forecasting model for an electrical grid is challenging. In particul...

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Bibliographic Details
Main Authors: Namrye Son, Seunghak Yang, Jeongseung Na
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Applied Sciences
Subjects:
electric power load forecasting
power consumption pattern
long short-term memory
deep neural network
multilayer perceptron
Online Access:https://www.mdpi.com/2076-3417/10/18/6489

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https://www.mdpi.com/2076-3417/10/18/6489

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