A secure edge monitoring approach to unsupervised energy disaggregation using mean shift algorithm in residential buildings

Mean shift: a robust approach toward feature space analysis

Dorin Comaniciu, Peter Meer · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 11.4K citations

Computing, Computer Science, Computer Vision +15

Nonintrusive appliance load monitoring

George Hart · Proceedings of the IEEE · 1992 · 3.1K citations

Engineering, Electrical Engineering, Energy Management +16

The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes

Jack Kelly, William J. Knottenbelt · Scientific Data · 2015 · 1K citations · Full text

Management, Building Science, Electrical Engineering +17

Non-Intrusive Load Monitoring by Voltage–Current Trajectory Enabled Transfer Learning

Yanchi Liu, Xue Wang, Wei You · IEEE Transactions on Smart Grid · 2018 · 230 citations

Computing, Computer Science, Electrical Engineering +17

PALDi: Online Load Disaggregation via Particle Filtering

Dominik Egarter, Venkata Pathuri Bhuvana, Wilfried Elmenreich · IEEE Transactions on Instrumentation and Measurement · 2014 · 194 citations

Engineering, Electrical Engineering, Energy Management +16