Sahrane Selim,Adnane Mourad,Haddadi Mourad.Multi-label load disaggregation in presence of non-targeted loads[J].Electric Power Systems Research,2021.
Anthony Faustine,Lucas Pereira.Multi-Label Learning for Appliance Recognition in NILM Using Fryze-Current Decomposition and Convolutional Neural Network[J].Energies,2020.
Luca Massidda,Marino Marrocu,Simone Manca.Non-Intrusive Load Disaggregation by Convolutional Neural Network and Multilabel Classification[J].Applied Sciences,2020.
Roberto Bonfigli,Andrea Felicetti,Emanuele Principi,Marco Fagiani,Stefano Squartini,Francesco Piazza.Denoising autoencoders for Non-Intrusive Load Monitoring: Improvements and comparative evaluation[J].Energy & Buildings,2018.
Kelly Jack,Knottenbelt William.The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes.[J].Scientific data,2015.
Jack Kelly,William J. Knottenbelt.Neural NILM: Deep Neural Networks Applied to Energy Disaggregation.[J].CoRR,2015.