Diego Tobon-Mejia

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Publications

Citations

1.1K

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Active since

2010

Affiliations

Centre National de la Recherche Scientifique(Current)

Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et Technologies

École Nationale Supérieure de Mécanique et des Microtechniques

Alstom (France)

Institut UTINAM

Diego Tobon-Mejia is an author at Centre National de la Recherche Scientifique specializing in condition monitoring, fault detection, and machine learning.

Publications per year

2010–2012

Publications

A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models

Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni et al. · IEEE Transactions on Reliability · 2012 · 351 citations

Engineering, Data Science, Condition Assessment +16

Remaining Useful Life Estimation of Critical Components With Application to Bearings

Kamal Medjaher, Diego Tobon-Mejia, Noureddine Zerhouni · IEEE Transactions on Reliability · 2012 · 283 citations

Engineering, Industrial Engineering, Systems Engineering +17

CNC machine tool's wear diagnostic and prognostic by using dynamic Bayesian networks

Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni · Mechanical Systems and Signal Processing · 2011 · 233 citations

Computing, Computer Science, Mechanical Engineering +14

Hidden Markov Models for failure diagnostic and prognostic

Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni et al. · 2011 · 61 citations

Engineering, Data Science, Machine Learning +16

A mixture of Gaussians Hidden Markov Model for failure diagnostic and prognostic

Diego Tobon-Mejia, Kamal Medjaher, Noureddine Zerhouni et al. · 2010 · 40 citations

Computing, Data Science, Machine Learning +16

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