General architecture for data analysis in industry 4.0 using SysML and model based system engineering. - Márcio da Silva Arantes; Renan Bonnard; Andre Pierre Mattei; Pierre de Saqui-Sannes (SysCon, 2018)

STEP-NC digital thread for additive manufacturing: data model, implementation and validation. - Renan Bonnard; Jean-Yves Hascoët; Pascal Mognol; Ian Stroud (Int. J. Comput. Integr. Manuf., 2018)

Data model for additive manufacturing digital thread: state of the art and perspectives. - Renan Bonnard; Jean-Yves Hascoët; Pascal Mognol (Int. J. Comput. Integr. Manuf., 2019)

A novel unsupervised method for anomaly detection in time series based on statistical features for industrial predictive maintenance. - Jesimar da Silva Arantes; Márcio da Silva Arantes; Herberth Birck Fröhlich; Laure Siret; Renan Bonnard (Int. J. Data Sci. Anal., 2021)