138 citations · 615 across the 16 of their papers we have counts for
3 papers · 1 filter
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection
Gaetan Frusque, Gabriel Michau, Olga Fink
Acoustic monitoring for machine fault detection is a recent and expanding research path that has already provided promising results for industries. However, it is impossible to col…
Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series
Gabriel Michau, Gaetan Frusque, Olga Fink
High-Frequency (HF) signals are ubiquitous in the industrial world and are of great use for monitoring of industrial assets. Most deep learning tools are designed for inputs of fix…
Decision Support System for an Intelligent Operator of Utility Tunnel Boring Machines
Gabriel Rodriguez Garcia, Gabriel Michau, Herbert H. Einstein +1
In tunnel construction projects, delays induce high costs. Thus, tunnel boring machines (TBM) operators aim for fast advance rates, without safety compromise, a difficult mission i…