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Xavier Chiementin
Affiliation : Institut de Thermique, Mécanique, Matériaux · Université de Reims Champagne-Ardenne
- 18Publications (affiliation in France)
- 130Total publications
- 1162Citations
- 18h-index
Research profile
Xavier Chiementin has 18 indexed publications (2017–2025). Their work appears mainly in “Applied condition monitoring”, “Lecture notes in mechanical engineering” and “HAL”. Their most cited article, “Digital twin-driven machine learning: ball bearings fault severity classification” (2020), has been cited 72 times. 3 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in Tunisia, Algeria.
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Create my free profile Add my publicationsResearch areas
- Machine Fault Diagnosis Techniques
- Gear and Bearing Dynamics Analysis
- Fault Detection and Control Systems
- Effects of Vibration on Health
- Reliability and Maintenance Optimization
Publications (18)
- A Hybrid Diagnostic Framework for Gear Crack Severity Classification Using Digital Twins and Machine Learning
- Dynamic modeling and vibration analysis for defect identification of single-stage gearboxes in the joints of industrial robots with six DOF
- Intelligent Diagnosis of Gear Transmission Systems of Robots Based on a Digital Model
- Modelling of an Industrial Robot Joint Transmission in Presence of Gear Defect
- Localization of defects in rolling element bearings by dynamic classification based on meta-analysis of indicators: supervised real-time OPTICS method
- Supervised Classification Of induction Motors faults
- Single Stage Gearbox Under Variable Regime
- Modeling of Robot Gear Transmission
- Order-Based Identification of Bearing Defects under Variable Speed Condition
- Dynamic Remaining Useful Life Estimation for a Shaft Bearings System
- Time Synchronous Averaging Based Detection of Bearing Defects
- Rotor-Ball Bearings System Under Variable Regime
- Digital twin-driven machine learning: ball bearings fault severity classification
- Numerical model of a single stage gearbox under variable regime
- Thermo-dynamical modelisation of the degradation of a ball bearing in variables use conditions
- Méthode de réduction de dimension des indicateurs de défaut par méta-analyse
- Surveillance multidimensionnelle des machines tournantes par classification Dynamique dans un but de maintenance conditionnelle
- RT-OPTICS: real-time classification based on OPTICS method to monitor bearings faults
Publication venues
- Applied condition monitoring × 4
- Lecture notes in mechanical engineering × 2
- HAL × 2
- Iranian Journal of Science and Technology Transactions of Mechanical Engineering × 1
- Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science × 1
- Journal of Vibration Engineering & Technologies × 1
Publications per year
- 20251
- 20232
- 20225
- 20214
- 20203
- 20192
- 20171
Collaborations
Partner institutions : University of Sfax · Centre de Recherche en Sciences et Technologies de l'Information et de la Communication · University Ferhat Abbas of Setif · Laboratoire d'analyse des signaux & des processus industriels · Université Jean Monnet
Co-authors’ countries : Tunisia · Algeria
Co-authors
- Fabrice Bolaers
- Mohamed Habib Farhat
- Anis Frej
- Lanto Rasolofondraibe
- Hamouche Khalil
- Fabrice Bolares
- Jean-Paul Dron
- Mohammed Lachi
- Hervé Pron
- Dalila Belmiloud
- Mohamed Haddar
- Fakher Chaari
Bibliographic data from OpenAlex (open database).
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