Concepedia

Deep semi-supervised electricity theft detection in AMI for sustainable and secure smart grids

Ruobin Qi, Qingqing Li, Zhirui Luo, Jun Zheng, Sihua Shao

Sustainable Energy Grids and Networks · 2023 · 16 citations · 21 references

DOI

Concepts

References

21

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

Zibin Zheng, Yatao Yang, Xiangdong Niu et al. · IEEE Transactions on Industrial Informatics · 2017 · 760 citations

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Electricity Theft Detection in AMI Using Customers’ Consumption Patterns

Paria Jokar, Nasim Arianpoo, Victor C. M. Leung · IEEE Transactions on Smart Grid · 2015 · 737 citations

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Decision Tree and SVM-Based Data Analytics for Theft Detection in Smart Grid

Anish Jindal, Amit Dua, Kuljeet Kaur et al. · IEEE Transactions on Industrial Informatics · 2016 · 531 citations · Full text

, , +17

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

Rajiv Punmiya, Sangho Choe · IEEE Transactions on Smart Grid · 2019 · 405 citations

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

Md. Nazmul Hasan, Rafia Nishat Toma, Abdullah-Al Nahid et al. · Energies · 2019 · 370 citations · Full text

, , +17