• International Journals

Cannarile, F., Baraldi, P., Zio, E., “An evidential similarity-based regression method for the prediction of equipment remaining useful life in presence of incomplete degradation trajectories”, Fuzzy Sets and Systems, https://doi.org/10.1016/j.fss.2018.10.008, 2018.

 

Cannarile, F., Baraldi, P., Colombo, P., Zio, E., “A novel method for sensor validation based on continuous wavelet transform scalograms”, International Journal of Prognostics and Health Management, 9 (1), 2, pp. 14, 2018.

 

Cannarile, F., Compare, M., Baraldi, P., Di Maio, F., Zio, E., “Homogeneous continuous time, finite-state, semi-Markov modeling for enhancing empirical classification system diagnostics of industrial components”, Machines, 6 (3), 34, 2018.

 

Cannarile, F., Compare, M., Di Maio, F., Zio, E., “A clustering approach for mining reliability big data for asset management”, Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 232 (2), pp. 140-150, 2018.

 

Cannarile, F., Compare, M., Rossi, E., Zio, E. “A fuzzy expectation maximization method for estimating the parameters of a multi-state degradation model from imprecise maintenance outcomes”, Annals of Nuclear Energy, 110, pp. 739-752, 2017.

 

• Chapters

Cannarile, F., Compare, M., Zio, E., “A fault diagnostic tool based on a first principle model simulator”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10437 LNCS, pp. 179-193, 2017.

 

• Conference Proceedings

Cannarile, F., Baraldi, P., Compare, M., Borghi, D., Capelli, L., Zio, E. “A heterogeneous ensemble approach for the prediction of the remaining useful life of packaging industry machinery”, In Safety and Reliability: Safe Societies in a Changing World, Proceedings of the European Safety and Reliability Conference (ESREL 2018), 2018.

 

Cannarile, F., Baraldi, P., Compare, M., Borghi, D., Capelli, L., Cocconcelli, M., Lahrache, A., Zio, E. “An unsupervised clustering method for assessing the degradation state of cutting tools in the packaging industry”, In Safety and Reliability: Theory and Application, Proceedings of the European Safety and Reliability Conference (ESREL 2017), 2017.

 

Cannarile, F., Compare, M., Mattafirri, S., Carlevaro, F., Zio, E., “Comparison of Weibayes and Markov Chain Monte Carlo methods for the reliability analysis of turbine nozzle components with right censored data only”, In Safety and Reliability of Complex Engineered Systems, Proceedings of the European Safety and Reliability Conference (ESREL 2015), 2015.

 

Cannarile, F., Compare, M., Di Maio, F., Zio, E., “Handling reliability big data: a similarity-based approach for clustering a large fleet of assets”, In Safety and Reliability of Complex Engineered Systems- Proceedings of the European Safety and Reliability Conference (ESREL 2015), 2015.

 

• In preparation

Cannarile, F., Baraldi, P., Zio, E., “A functional data approach to fault diagnostics of industrial equipment”, in preparation, 2019.

 

Cannarile, F., Compare, M., Baraldi, P., Diodati, G., Quaranta, V., Zio, E., “Elastic net multinomial logistic regression for fault diagnostics of on-board aeronautical systems”, in preparation, 2019.