Electricity theft detection based on stacked sparse denoising autoencoder

Stacked pruning sparse denoising autoencoder based intelligent fault diagnosis of rolling bearings

(2020) Haiping Zhu et al.   APPLIED SOFT COMPUTING

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

(2019) Rouzbeh Razavi et al.   APPLIED ENERGY

Power Quality Disturbances Recognition Using Modified S Transform and Parallel Stack Sparse Auto-encoder

(2019) Wei Qiu et al.   ELECTRIC POWER SYSTEMS RESEARCH

A Physically Inspired Data-Driven Model for Electricity Theft Detection With Smart Meter Data

(2019) Yuanqi Gao et al.   IEEE Transactions on Industrial Informatics

Review of non-technical loss detection methods

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

Evaluating Detectors on Optimal Attack Vectors that enable Electricity Theft and DER Fraud

(2018) Varun Badrinath Krishna et al.   IEEE Journal of Selected Topics in Signal Processing

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

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

An efficient deep model for day-ahead electricity load forecasting with stacked denoising auto-encoders

(2018) Chao Tong et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

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

Detection of energy theft and defective smart meters in smart grids using linear regression

(2017) Sook-Chin Yip et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Cyberbullying Detection Based on Semantic-Enhanced Marginalized Denoising Auto-Encoder

(2017) Rui Zhao et al.   IEEE Transactions on Affective Computing

Real-Time Detection of False Data Injection Attacks in Smart Grid: A Deep Learning-Based Intelligent Mechanism

(2017) Youbiao He et al.   IEEE Transactions on Smart Grid

Electricity Theft Detection in AMI Using Customers’ Consumption Patterns

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

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