A Kalman filter-based ensemble approach with application to turbine creep prognostics

P Baraldi, F Mangili, E Zio - IEEE Transactions on Reliability, 2012 - ieeexplore.ieee.org
The safety of nuclear power plants can be enhanced, and the costs of operation and
maintenance reduced, by means of prognostic and health management systems which …

An ensemble of models for integrating dependent sources of information for the prognosis of the remaining useful life of proton exchange membrane fuel cells

D Zhang, P Baraldi, C Cadet, N Yousfi-Steiner… - … Systems and Signal …, 2019 - Elsevier
This paper presents a prognostic approach based on an ensemble of two degradation
indicators for the prediction of the Remaining Useful Life (RUL) of a Proton Exchange …

[HTML][HTML] Application of cost-sensitive LSTM in water level prediction for nuclear reactor pressurizer

J Zhang, X Wang, C Zhao, W Bai, J Shen, Y Li… - Nuclear Engineering …, 2020 - Elsevier
Applying an accurate parametric prediction model to identify abnormal or false pressurizer
water levels (PWLs) is critical to the safe operation of marine pressurized water reactors …