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Semi-physical neural network model for fretting wear estimation

2015; IOS Press; Volume: 28; Issue: 4 Linguagem: Inglês

10.3233/ifs-141461

1875-8967

Laura Haviez, Rosario Toscano, Mohamad El Youssef, S. Fouvry, Ghislain Yantio, Gilles Moreau,

Adhesion, Friction, and Surface Interactions

In this paper it is shown that we can estimate the fretting wear evolution via an artificial neural network (ANN) model without making use of the back-propagation learning algorithm and without using any regularization method. This can be done by int