Energy Theft Detection in Advanced Metering Infrastructure Based on Anomaly Pattern Detection

Anomaly pattern detection for streaming data

(2020) Taegong Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Electricity Theft Detection in Smart Grid Systems: A CNN-LSTM Based Approach

(2019) Md. Nazmul Hasan et al.   Energies

Wide and Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids

(2018) Zibin Zheng et al.   IEEE Transactions on Industrial Informatics

Outlier and anomaly pattern detection on data streams

(2018) Cheong Hee Park   JOURNAL OF SUPERCOMPUTING

The Challenge of Non-Technical Loss Detection Using Artificial Intelligence: A Survey

(2017) Patrick Glauner et al.   International Journal of Computational Intelligence Systems

Decision Tree and SVM-Based Data Analytics for Theft Detection in Smart Grid

(2016) Anish Jindal et al.   IEEE Transactions on Industrial Informatics

Electricity Theft Detection in AMI Using Customers’ Consumption Patterns

(2016) Paria Jokar et al.   IEEE Transactions on Smart Grid

Energy-theft detection issues for advanced metering infrastructure in smart grid

(2014) Rong Jiang et al.   TSINGHUA SCIENCE AND TECHNOLOGY

A Multi-Sensor Energy Theft Detection Framework for Advanced Metering Infrastructures

(2013) Stephen McLaughlin et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Improving SVM-Based Nontechnical Loss Detection in Power Utility Using the Fuzzy Inference System

(2011) J Nagi et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Detection and Identification of Abnormalities in Customer Consumptions in Power Distribution Systems

(2011) Eduardo Werley S. Angelos et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Nontechnical Loss Detection for Metered Customers in Power Utility Using Support Vector Machines

(2009) Jawad Nagi et al.   IEEE TRANSACTIONS ON POWER DELIVERY