Francesca Mangili publications
Articles in journals
P. Baraldi, F. Cadini, F. Mangili, E. Zio. Model-Based
and Data-Driven Prognostics under Different Available Information, Probabilistic
Engineering Mechanics 2013, Volume 32, pp. 66–79.
P. Baraldi, F. Mangili, E. Zio, A Kalman Filter-based Ensemble Approach for Turbine Creep Prognostics. IEEE
Transactions on Reliability 2012, Vol 61(4), pp.
966 - 977.
P. Baraldi, A. Cammi, F. Mangili, E. Zio. An ensemble approach to sensor fault detection and signal reconstruction
for nuclear system control. Annals of Nuclear Energy 2010, Vol. 37(6), pp. 778-790.
P. Baraldi, A. Cammi, F. Mangili, E. Zio. Local Fusion of an Ensemble of Models for the Reconstruction of Faulty
Signals. IEEE
Transactions on Nuclear Science 2010, Vol. 57(2), pp. 793 – 806.
Peer-reviewed
articles in conference proceedings
P. Baraldi, E. Zio, F. Mangili,G. Gola, B. H. Nystad. A hybrid ensemble approach for process parameter estimation in offshore
oil platforms. FLINS Conference, 26-29 August, Istanbul, Turkey.
G. Gola, B. H. Nystad, P. Baraldi, F. Mangili, E. Zio, Health
Assessment of Choke Valves undergoing Erosion with a Hybrid Ensemble Approach. PSAM
11 & ESREL 2012, 25-29 June, Helsinki, Finland.
P. Baraldi, F. Mangili, E. Zio. Ensemble of Bootstrapped Models for the prediction
of the Remaining Useful Life of a Creeping Turbine Blade. 2012 IEEE Int. PHM Conf., Denver, Colorado, 18-21 June.
P. Baraldi, E. Zio, F. Mangili,G. Gola, B. H. Nystad. An ensemble
based approach for process parameter estimation in offshore oil platforms. EHPG Meeting, Sandefjord,
Norway, 2-7 October 2011.
P. Baraldi, G.
Gola, M. Hoffmann, F. Mangili,
D. Roverso, E. Zio. Comparison of different methods of aggregation of
model ensemble outcomes in the validation and reconstruction of real nuclear
power plant signals. Proc. of ESREL conf. 2010, Rhodes, Greece, 5-9 September 2010.