A semi-supervised method for the characterization of degradation of nuclear power plants steam generators

Luca Pinciroli (1) , Piero Baraldi (1) , Ahmed Shokry (1, 2) , Enrico Zio (1, 3, 4) , Redouane Seraoui (5) , Carole Mai (5)

1 POLIMI - Politecnico di Milano [Milan]
2 CMAP - Centre de Mathématiques Appliquées - Ecole Polytechnique
3 CRC - Centre de recherche sur les Risques et les Crises
4 KHU - Kyung Hee University
5 EDF R&D - EDF R&D

Mots clés: Steam generator; Condition-based maintenance; Nuclear power plant; Feature selection; Semi-supervised; Degradation assessment

Domaines: Sciences de l'Homme et Société; Gestion des risques et des crises

Luca Pinciroli, Piero Baraldi, Ahmed Shokry, Enrico Zio, Redouane Seraoui, et al.. A semi-supervised method for the characterization of degradation of nuclear power plants steam generators. Progress in Nuclear Energy, 2021, 131, pp.103580. ⟨10.1016/j.pnucene.2020.103580⟩. ⟨hal-03480199⟩