Title
Scalable prediction-based online anomaly detection for smart meter data.
Abstract
•A prediction-based anomaly detection method.•Anomaly detection system based on real-time big data architecture.•Iterative detection model update and real-time anomaly detection.•Supporting real-time anomaly detection for scalable smart meter data.
Year
DOI
Venue
2018
10.1016/j.is.2018.05.007
Information Systems
Keywords
Field
DocType
Anomaly detection,Lambda architecture,Real-time,Data mining,Scalability
Data mining,Energy management,Anomaly detection,COLA (software architecture),Computer science,Synthetic data,Smart meter,Energy consumption,Big data,Scalability
Journal
Volume
ISSN
Citations 
77
0306-4379
1
PageRank 
References 
Authors
0.41
19
2
Name
Order
Citations
PageRank
Xiufeng Liu110814.69
Per Sieverts Nielsen2263.83