Electricity theft detection using big data and genetic algorithm in electric power systems

Deep Autoencoder-Based Anomaly Detection of Electricity Theft Cyberattacks in Smart Grids

(2022) Abdulrahman Takiddin et al.   IEEE Systems Journal

Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel‐Tree boosting classifier—A novel sequentially executed supervised machine learning approach

(2022) Saddam Hussain et al.   IET Generation Transmission & Distribution

An adaptive synthesis to handle imbalanced big data with deep siamese network for electricity theft detection in smart grids

(2021) Nadeem Javaid et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

A survey on deep learning methods for power load and renewable energy forecasting in smart microgrids

(2021) Sheraz Aslam et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

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

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

(2021) Arooj Arif et al.   Big Data Research

Deep Learning Detection of Electricity Theft Cyber-Attacks in Renewable Distributed Generation

(2020) Muhammad Ismail et al.   IEEE Transactions on Smart Grid

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

Electricity theft detection based on stacked sparse denoising autoencoder

(2020) Yifan Huang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Nontechnical Losses Detection Through Coordinated BiWGAN and SVDD

(2020) Tianyu Hu et al.   IEEE Transactions on Neural Networks and Learning Systems

Bridging the Gap between Energy Consumption and Distribution through Non-Technical Loss Detection

(2019) Bernat Coma-Puig et al.   Energies

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

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

Ensemble Bagged Tree Based Classification for Reducing Non-Technical Losses in Multan Electric Power Company of Pakistan

(2019) Saeed et al.   Electronics

Real-time anomaly detection based on long short-Term memory and Gaussian Mixture Model

(2019) Nan Ding et al.   COMPUTERS & ELECTRICAL ENGINEERING

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

Energy governance in the context of energy service security: A qualitative assessment of the electricity system in Bangladesh

(2018) Rafia Zaman et al.   APPLIED ENERGY

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

On the Study of Commercial Losses in Brazil: A Binary Black Hole Algorithm for Theft Characterization

(2018) Caio C. O. Ramos et al.   IEEE Transactions on Smart Grid

Effective Feature Extraction via Stacked Sparse Autoencoder to Improve Intrusion Detection System

(2018) Binghao Yan et al.   IEEE Access

A Novel Combined Data-Driven Approach for Electricity Theft Detection

(2018) Kedi Zheng 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

Smart meter adoption and deployment strategy for residential buildings in Indonesia

(2014) Jui-Sheng Chou et al.   APPLIED ENERGY

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

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

Non-repudiation in neighborhood area networks for smart grid

(2013) Zhifeng Xiao et al.   IEEE COMMUNICATIONS MAGAZINE

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

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

Data feature selection based on Artificial Bee Colony algorithm

(2013) Mauricio Schiezaro et al.   EURASIP Journal on Image and Video Processing

CONSUMER: A Novel Hybrid Intrusion Detection System for Distribution Networks in Smart Grid

(2013) Chun-Hao Lo et al.   IEEE Transactions on Emerging Topics in Computing