Sarra Houidi

Multivariate event detection methods for non-intrusive load monitoring in smart homes and residential buildings

Sarra Houidi, François Auger, Houda Ben Attia Sethom et al. · Energy and Buildings · 2019 · 41 citations · Full text

Architecture, Architectural Engineering, Building Science +17

On the Use of Concentrated Time–Frequency Representations as Input to a Deep Convolutional Neural Network: Application to Non Intrusive Load Monitoring

Sarra Houidi, Dominique Fourer, François Auger · Entropy · 2020 · 27 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Comparative Evaluation of Non-Intrusive Load Monitoring Methods Using Relevant Features and Transfer Learning

Sarra Houidi, Dominique Fourer, François Auger et al. · Energies · 2021 · 25 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Statistical assessment of abrupt change detectors for non-intrusive load monitoring

Sarra Houidi, François Auger, Houda Ben Attia Sethom et al. · 2018 · 12 citations

Engineering, Electrical Engineering, Instrumentation +15

Design of an electricity consumption measurement system for Non Intrusive Load Monitoring

Sarra Houidi, François Auger, Philippe Frétaud et al. · 2019 · 12 citations · Full text

Engineering, Computer Engineering, Electrical Engineering +17