Big Data Mining of Energy Time Series for Behavioral Analytics and Energy Consumption Forecasting

Big Data Mining of Energy Time Series for Behavioral Analytics and Energy Consumption Forecasting

Responsible, efficient and environmentally aware energy consumption behavior is becoming a necessity for the reliable modern electricity grid. In this paper, we present an intelligent data mining model to analyze, forecast and visualize energy time series to uncover various temporal energy consumpti...

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Bibliographic Details
Main Authors: Shailendra Singh, Abdulsalam Yassine
Format: Article
Language:English
Published: MDPI AG 2018-02-01
Series:Energies
Subjects:
big data
energy time series
smart meters
behavioral analytics
energy forecasting
clustering analysis
data mining
Online Access:http://www.mdpi.com/1996-1073/11/2/452

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