A multi-branch deep neural network model for failure prognostics based on multimodal data

Z Yang, P Baraldi, E Zio - Journal of Manufacturing Systems, 2021 - Elsevier
Non-numerical data, such as images and inspection records, contain information about
industrial system degradation, but they are rarely used for failure prognostic tasks given the …

A signal segmentation method for CFRP/CFRP stacks drilling-countersinking monitoring

C Li, L Guo, Y Lei, H Gao, E Zio - Mechanical Systems and Signal …, 2023 - Elsevier
Carbon-fiber-reinforced plastics (CFRP) stacks are widely used in the aerospace industry
owing to their superior mechanical properties and lightweight nature. In this industry …