Adaptive Optimized Pattern Extracting Algorithm for Forecasting Maximum Electrical Load Duration Using Random Sampling and Cumulative Slope Index

Adaptive Optimized Pattern Extracting Algorithm for Forecasting Maximum Electrical Load Duration Using Random Sampling and Cumulative Slope Index

Load forecasting techniques can be an essential method to save energy and shave peak loads in order to improve energy efficiency and maintain the stability of a power grid. To achieve this goal, machine learning-based approaches have been proposed recently. Before moving toward the long-term and ult...

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Bibliographic Details
Main Authors: Jinseok Kim, Hyungseop Hong, Ki-Il Kim
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Energies
Subjects:
maximum electrical load duration
pattern forecasting
correlation analysis
random sampling
cumulative slope index
big data
real-time data processing
Online Access:http://www.mdpi.com/1996-1073/11/7/1723

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http://www.mdpi.com/1996-1073/11/7/1723

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