Roberto Bonfigli

Non-intrusive load monitoring by using active and reactive power in additive Factorial Hidden Markov Models

Roberto Bonfigli, Emanuele Principi, Marco Fagiani et al. · Applied Energy · 2017 · 218 citations · Full text

Power Consumption, Engineering, Data Science +11

Denoising autoencoders for Non-Intrusive Load Monitoring: Improvements and comparative evaluation

Roberto Bonfigli, Andrea Felicetti, Emanuele Principi et al. · Energy and Buildings · 2017 · 173 citations · Full text

Real-time Monitoring, Engineering, Data Science +7

Unsupervised algorithms for non-intrusive load monitoring: An up-to-date overview

Roberto Bonfigli, Stefano Squartini, Marco Fagiani et al. · 2015 · 123 citations

Engineering, Energy Monitoring, Energy Monitoring Issue +19

An integrated system for voice command recognition and emergency detection based on audio signals

Emanuele Principi, Stefano Squartini, Roberto Bonfigli et al. · Expert Systems with Applications · 2015 · 50 citations

Emergency Detection, Engineering, Robust Speech Recognition +9

Exploiting the Reactive Power in Deep Neural Models for Non-Intrusive Load Monitoring

Michele Valenti, Roberto Bonfigli, Emanuele Principi et al. · 2018 · 32 citations

Artificial Intelligence, Engineering, Machine Learning +20