Scalable prediction-based online anomaly detection for smart meter data

作者：

Highlights：

• 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.

摘要

•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.

论文关键词：Anomaly detection,Lambda architecture,Real-time,Data mining,Scalability

论文评审过程：Received 18 May 2017, Revised 14 May 2018, Accepted 28 May 2018, Available online 2 June 2018, Version of Record 15 June 2018.

论文官网地址：https://doi.org/10.1016/j.is.2018.05.007