Lucas da Silva Nolasco

DeepDFML-NILM: A New CNN-Based Architecture for Detection, Feature Extraction and Multi-Label Classification in NILM Signals

Lucas da Silva Nolasco, André Eugênio Lazzaretti, Bruna Machado Mulinari · IEEE Sensors Journal · 2021 · 77 citations

Computing, Computer Science, Electrical Engineering +17

A Dataset for Non-Intrusive Load Monitoring: Design and Implementation

Douglas P. B. Renaux, Fabiana Pöttker, Hellen Cristina Ancelmo et al. · Energies · 2020 · 42 citations · Full text

Engineering, Computer Science, Electrical Engineering +9

ST-NILM: A Wavelet Scattering-Based Architecture for Feature Extraction and Multilabel Classification in NILM Signals

Everton Luiz de Aguiar, Lucas da Silva Nolasco, André Eugênio Lazzaretti et al. · IEEE Sensors Journal · 2024 · 24 citations

Computing, Computer Science, Electrical Engineering +17

Feature Extraction of <i>V–I</i> Trajectory Using 2-D Fourier Series for Electrical Load Classification

Bruna Machado Mulinari, Lucas da Silva Nolasco, Elder Oroski et al. · IEEE Sensors Journal · 2022 · 21 citations

Computing, Computer Engineering, Electrical Engineering +17

A Multi-Agent NILM Architecture for Event Detection and Load Classification

André Eugênio Lazzaretti, Douglas P. B. Renaux, Carlos R. Erig Lima et al. · Energies · 2020 · 19 citations · Full text

Computing, Autonomous Systems, Systems Engineering +12