A hybrid approach based on deep learning and support vector machine for the detection of electricity theft in power grids

Detection of Non-Technical Losses Using SOSTLink and Bidirectional Gated Recurrent Unit to Secure Smart Meters

(2020) Hira Gul et al.   Applied Sciences-Basel

LSTM and Bat-Based RUSBoost Approach for Electricity Theft Detection

(2020) Muhammad Adil et al.   Applied Sciences-Basel

ESAENARX and DE-RELM: Novel Schemes for Big Data Predictive Analytics of Electricity Load and Price

(2019) Sana Mujeeb et al.   Sustainable Cities and Society

Electricity Theft Detection in Smart Grid Systems: A CNN-LSTM Based Approach

(2019) Md. Nazmul Hasan et al.   Energies

Integration of emerging resources in IGDT-based robust scheduling of combined power and natural gas systems considering flexible ramping products

(2019) Mohammad Amin Mirzaei et al.   ENERGY

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

Economic-environmental effect of power to gas technology in coupled electricity and gas systems with price-responsive shiftable loads

(2019) Morteza Nazari-Heris et al.   JOURNAL OF CLEANER PRODUCTION

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

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

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

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

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

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

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

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

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

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