Mellal, Mohamed ArezkiAdjerid, SmailBenazzouz, Djamel2016-05-232016-05-232011https://dspace.univ-boumerdes.dz/handle/123456789/2863The research in mechatronics focuses on the design and implementation of reliable, secure and economic systems. Our study is to modeling the operative part of a CNC machine using a bond graph approach with optimal placement of sensors in order to achieve a model for an integrated design of supervision. The proposed model allows a conception technically feasible and economically realizable to be integrated into production lines. The generation of analytical redundancy relations can find the FDI (Fault Detection and Isolation) matrix, that optimizes the maintenance functionenModelingSimulationMechatronic systemBond graph approachIntegrated design of supervisionArticle