Bruna Machado Mulinari

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

A New Set of Steady-State and Transient Features for Power Signature Analysis Based on V-I Trajectory

Bruna Machado Mulinari, Daniel Prado Campos, Clayton H. da Costa et al. · 2019 · 32 citations

Engineering, Electrical Engineering, Feature Engineering +16

A Comparison of Machine Learning-Based Methods for Fault Classification in Photovoltaic Systems

Clayton H. da Costa, Guilherme Luiz Moritz, André Eugênio Lazzaretti et al. · 2019 · 27 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