Data mining for abnormal power consumption pattern detection based on local matrix reconstruction

A practical feature-engineering framework for electricity theft detection in smart grids

(2019) Rouzbeh Razavi et al.   APPLIED ENERGY

NTL Detection in Electric Distribution Systems Using the Maximal Overlap Discrete Wavelet-Packet Transform and Random Undersampling Boosting

(2018) Nelson Fabian Avila et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Non-Technical Losses Reduction by Improving the Inspections Accuracy in a Power Utility

(2018) Juan Ignacio Guerrero et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Detecting and Locating Non-Technical Losses in Modern Distribution Networks

(2018) Jonatas Boas Leite et al.   IEEE Transactions on Smart Grid

A Tunable Fraud Detection System for Advanced Metering Infrastructure using Short-Lived Patterns

(2017) Marcelo Zanetti et al.   IEEE Transactions on Smart Grid

Identification and characterization of irregular consumptions of load data

(2017) Desh Deepak SHARMA et al.   Journal of Modern Power Systems and Clean Energy

Recursive Principal Component Analysis-Based Data Outlier Detection and Sensor Data Aggregation in IoT Systems

(2017) Tianqi Yu et al.   IEEE Internet of Things Journal

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

Principal Component Reconstruction Error for Hyperspectral Anomaly Detection

(2015) James A. Jablonski et al.   IEEE Geoscience and Remote Sensing Letters

Improving Knowledge-Based Systems with statistical techniques, text mining, and neural networks for non-technical loss detection

(2014) Juan I. Guerrero et al.   KNOWLEDGE-BASED SYSTEMS

Probabilistic methodology for Technical and Non-Technical Losses estimation in distribution system

(2013) Edison A.C. Aranha Neto et al.   ELECTRIC POWER SYSTEMS RESEARCH

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

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

Anomaly Detection via Online Oversampling Principal Component Analysis

(2013) Yuh-Jye Lee et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

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

ADMIRE: Anomaly detection method using entropy-based PCA with three-step sketches

(2012) Yoshiki Kanda et al.   COMPUTER COMMUNICATIONS

A novel algorithm for feature selection using Harmony Search and its application for non-technical losses detection

(2011) Caio C.O. Ramos et al.   COMPUTERS & ELECTRICAL ENGINEERING

An Efficient Switching Median Filter Based on Local Outlier Factor

(2011) Wei Wang et al.   IEEE SIGNAL PROCESSING LETTERS

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

Detection of frauds and other non-technical losses in a power utility using Pearson coefficient, Bayesian networks and decision trees

(2011) Iñigo Monedero et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Snake Validation: A PCA-Based Outlier Detection Method

(2009) B.N. Saha et al.   IEEE SIGNAL PROCESSING LETTERS

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

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

Power Utility Nontechnical Loss Analysis With Extreme Learning Machine Method

(2008) A. H. Nizar et al.   IEEE TRANSACTIONS ON POWER SYSTEMS