Search Results for author: Emmanuel Ramasso

Found 2 papers, 1 papers with code

Clustering acoustic emission data streams with sequentially appearing clusters using mixture models

2 code implementations25 Aug 2021 Emmanuel Ramasso, Thierry Denoeux, Gael Chevallier

The interpretation of unlabeled acoustic emission (AE) data classically relies on general-purpose clustering methods.

Clustering

Autoregressive Hidden Markov Models with partial knowledge on latent space applied to aero-engines prognostics

no code implementations1 May 2021 Pablo Juesas, Emmanuel Ramasso, Sébastien Drujont, Vincent Placet

It is a particular dynamic Bayesian network that allows to represent the dynamics of a system by means of a Hidden Markov Model (HMM) and an autoregressive (AR) process.

Fault Detection Management

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