, Dans une prochaine étape, la méthode de GMM va être appliquée sur la classification de N, Vf et ?P pour la classification des autres états de cette machine-outil dans le Tableau1. Et puis, sur la base de cette classification
Advanced monitoring of machining operations, CIRP Annals-Manufacturing Technology, vol.59, issue.2, pp.717-739, 2010. ,
Chatter in machining processes: A review, International Journal of Machine Tools and Manufacture, vol.51, issue.5, pp.363-376, 2011. ,
Review of tool condition monitoring methods in milling processes, The International Journal of Advanced Manufacturing Technology, pp.1-15, 2018. ,
Extraction des connaissances à partir des données de la surveillance de l'usinage, 2017. ,
Holistic approach to machine tool data analytics, Journal of Manufacturing Systems, 2018. ,
Cyber physical process monitoring systems, Journal of Intelligent Manufacturing, vol.29, issue.6, pp.1317-1328, 2018. ,
A systematic development method for cyber-physical machine tools, Journal of Manufacturing Systems, vol.48, pp.13-24, 2018. ,
Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry, International Journal of Precision Engineering and Manufacturing-Green Technology, vol.5, issue.4, pp.555-568, 2018. ,
An intelligent machine monitoring system for energy prediction using a Gaussian Process regression, IEEE International Conference on Big Data, pp.978-986, 2014. ,
Continuous improvement of HSM process by data mining, Journal of Intelligent Manufacturing, pp.1-8, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01819020
Gaussian mixture models. Encyclopedia of biometrics, pp.827-832, 2015. ,
How many clusters? Which clustering method? Answers via model-based cluster analysis, The computer journal, vol.41, pp.578-588, 1998. ,
Monitoring of distributed defects on HSM spindle bearings, Applied Acoustics, vol.77, pp.159-168, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-00852246
Comparison of K-means and GMM methods for contextual clustering in HSM, Procedia Manufacturing, vol.28, pp.154-159, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-01982520
RA Fisher and the making of maximum likelihood 1912-1922, J]. Statistical science, vol.12, issue.3, pp.162-176, 1997. ,
Estimation robuste des modèles de mélange sur des données distribuées, 2012. ,
Classification contextuelle pour système d'aide à la décision pour machines-outils. Colloque National S-mart, 2019. ,
Stacked generalization, Neural networks, vol.5, pp.241-259, 1992. ,
A study of cross-validation and bootstrap for accuracy estimation and model selection, In Ijcai, vol.14, issue.2, pp.1137-1145, 1995. ,