Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Effective Electricity Theft Detection in Power Distribution Grids Using an Adaptive Neuro Fuzzy Inference System

(2020) Konstantinos V. Blazakis et al.   Energies

Detection of Non-Technical Losses in Power Utilities—A Comprehensive Systematic Review

(2020) Muhammad Salman Saeed 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

A security scheme for intelligent substation communications considering real-time performance

(2019) Jie ZHANG et al.   Journal of Modern Power Systems and Clean Energy

Energy Theft Detection Using Gradient Boosting Theft Detector With Feature Engineering-Based Preprocessing

(2019) Rajiv Punmiya et al.   IEEE Transactions on Smart Grid

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

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

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

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

Multi-View Stacking Ensemble for Power Consumption Anomaly Detection in the Context of Industrial Internet of Things

(2018) Zhiyou Ouyang et al.   IEEE Access

Real-time transient stability assessment in power system based on improved SVM

(2018) Wei HU et al.   Journal of Modern Power Systems and Clean Energy

Online power quality disturbance detection by support vector machine in smart meter

(2018) Imtiaz PARVEZ et al.   Journal of Modern Power Systems and Clean Energy

Deep Learning for Household Load Forecasting – A Novel Pooling Deep RNN

(2017) Heng Shi et al.   IEEE Transactions on Smart Grid

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

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

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

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

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Electricity theft: Overview, issues, prevention and a smart meter based approach to control theft

(2010) Soma Shekara Sreenadh Reddy Depuru et al.   ENERGY POLICY

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

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