A Hybrid Method for Non-Technical Loss Detection in Smart Distribution Grids

George M. Messinis,Alexandros E. Rigas,Nikos D. Hatziargyriou

IEEE Transactions on Smart Grid（2019）

引用 69|浏览3

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摘要

Non technical losses (NTLs) are a major problem faced by DSOs all over the world. Traditional meter inspection techniques are not effective in detecting NTL, while the wide adoption of smart meters and smart grid technologies provide new opportunities for solving the problem. The proposed NTL detection system utilizes voltage sensitivity analysis, power system optimization, and support vector mach...

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关键词

Support vector machines,Time series analysis,Feature extraction,Voltage measurement,Meters,Reactive power,Energy consumption

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