Electricity frauds detection in Low-voltage networks with contrastive predictive coding

A review of non-technical loss attack models and detection methods in the smart grid

(2021) Maria Gabriel Chuwa et al.   ELECTRIC POWER SYSTEMS RESEARCH

Non-technical losses detection using missing values’ pattern and neural architecture search

(2021) Ke Fei et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Coordinated data falsification attack detection in the domain of distributed generation using deep learning

(2021) Narayan Bhusal et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Detection of Electricity Theft Behavior Based on Improved Synthetic Minority Oversampling Technique and Random Forest Classifier

(2020) Zhengwei Qu et al.   Energies

Electricity theft detection in low-voltage stations based on similarity measure and DT-KSVM

(2020) Xiangyu Kong et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

The impact of class imbalance in classification performance metrics based on the binary confusion matrix

(2019) Amalia Luque et al.   PATTERN RECOGNITION

Knowledge Embedded Semi-Supervised Deep Learning for Detecting Non-Technical Losses in the Smart Grid

(2019) Xiaoquan Lu et al.   Energies

Hybrid Deep Neural Networks for Detection of Non-Technical Losses in Electricity Smart Meters

(2019) Madalina-Mihaela Buzau et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Review of non-technical loss detection methods

(2018) George M. Messinis et al.   ELECTRIC POWER SYSTEMS RESEARCH

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

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

A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier

(2018) Levent Eren et al.   Journal of Signal Processing Systems for Signal Image and Video Technology

Detection of Non-Technical Losses Using Smart Meter Data and Supervised Learning

(2018) Madalina-Mihaela Buzau et al.   IEEE Transactions on Smart Grid

A Novel Combined Data-Driven Approach for Electricity Theft Detection

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

Unsupervised non-technical losses identification through optimum-path forest

(2016) Leandro Aparecido Passos Júnior et al.   ELECTRIC POWER SYSTEMS RESEARCH

Electricity Theft Detection in AMI Using Customers’ Consumption Patterns

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

Non-Technical Loss Detection Using State Estimation and Analysis of Variance

(2013) Shih-Che Huang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Optimal Detection of Changepoints With a Linear Computational Cost

(2012) R. Killick et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

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

(2011) J Nagi 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