Smart Meters Big Data : Behavioral Analytics via Incremental Data Mining and Visualization

Smart Meters Big Data : Behavioral Analytics via Incremental Data Mining and Visualization

The big data framework applied to smart meters offers an exception platform for data-driven forecasting and decision making to achieve sustainable energy efficiency. Buying-in consumer confidence through respecting occupants' energy consumption behavior and preferences towards improved particip...

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Bibliographic Details
Main Author: Singh, Shailendra
Other Authors: Shirmohammadi, Shervin
Language:en
Published: Université d'Ottawa / University of Ottawa 2016
Subjects:
Smart Grid
Smart Meter
Behavioral Analytics
Data-Driven Approach
Energy Consumption Patterns
Frequent Pattern
Correlation Pattern
Cluster Analysis
Online Data Mining
Incremental Data Mining
Distributed Data Mining
Association Rules
Appliance Usage Prediction
Energy Consumption Prediction
Prediction
Visualization
Online Access:http://hdl.handle.net/10393/35244
http://dx.doi.org/10.20381/ruor-202

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