Piero Baraldi

An ensemble of models for integrating dependent sources of information for the prognosis of the remaining useful life of Proton Exchange Membrane Fuel Cells

Danfeng Zhang, Piero Baraldi, Catherine Cadet et al. · Mechanical Systems and Signal Processing · 2019 · 101 citations · Full text

Engineering, Chemical Engineering, Survival Analysis +10

Ensemble neural network-based particle filtering for prognostics

Piero Baraldi, Michele Compare, Sergio Sauco et al. · Mechanical Systems and Signal Processing · 2013 · 96 citations

Computing, Data Science, Forecasting +11

Reconstruction of missing data in multidimensional time series by fuzzy similarity

Piero Baraldi, Francesco Di Maio, Davide Genini et al. · Applied Soft Computing · 2014 · 43 citations · Full text

Computing, Data Science, Mathematics +14

Echo State Network for the Remaining Useful Life Prediction of a Turbofan Engine

Marco Rigamonti, Piero Baraldi, Enrico Zio et al. · PHM Society European Conference · 2016 · 33 citations · Full text

Computing, Computational Engineering, Mechanical Engineering +17

A randomized model ensemble approach for reconstructing signals from faulty sensors

Piero Baraldi, Giulio Gola, Enrico Zio et al. · Expert Systems with Applications · 2011 · 21 citations

Computing, Computational Engineering, Electrical Engineering +14