[{"command":"insert","method":null,"selector":".course-modal-ajax-placeholder-958041","data":"\u003Cdiv class=\u0022container content-rte\u0022\u003E\n  \u003Cdiv class=\u0022row\u0022\u003E\n    \u003Cdiv class=\u0022box col-md-6 bg-primary text-white\u0022\u003E\n      \u003Ch2 class=\u0022h1 text-left\u0022\u003E  Digital Twins for Advanced Manufacturing\n\u003C\/h2\u003E\n                  \u003Cdiv class=\u0022field-spacing\u0022\u003E\n        \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EECTS :\n          4\n        \u003C\/div\u003E\n      \u003C\/div\u003E\n                  \u003Cdiv class=\u0022field-spacing\u0022\u003E\n        \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ESemestre calendaire :\n          Semester 1\n        \u003C\/div\u003E\n      \u003C\/div\u003E\n                    \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ELangue d\u0026#039;enseignement\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003EAnglais\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EEnseignement \u00e0 distance\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003Enon\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n      \u003C\/div\u003E\n    \u003Cdiv class=\u0022box col-md-6\u0022\u003E\n            \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EPr\u00e9requis\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cul\u003E\n\u003Cli\u003EBasics of Production Systems\u003C\/li\u003E\n\u003Cli\u003EBasics of Engineering Design\u003C\/li\u003E\n\u003Cli\u003EKnowledge of System Engineering\u003C\/li\u003E\n\u003C\/ul\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EProgramme \/ plan \/ contenus\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003E\u003Cstrong\u003ECyber-Physical Production Systems (CPPS) and Industrie 4.0 (I4.0) (CM : 6h)\u003C\/strong\u003E\u003Cbr\u003E\nIntroduction to CPPS: definitions; models; architectures; standards; applications\u003Cbr\u003E\nDigital transformation of manufacturing: I4.0 concepts; reference architectures; standards\u003Cbr\u003E\nI4.0 enabling technologies: IIOT and cloud manufacturing; big data, analytics and AI; simulation; AR\/VR\/XR and industrial metaverse; interoperability and integration; cybersecurity\u003Cbr\u003E\nFrom I4.0 to Industrie 5.0: Reliability, Robustness, and Resilience in manufacturing; manufacturing for sustainability; human-centric manufacturing\u003Cbr\u003E\nBiological transformation of manufacturing: bioinspired manufacturing; biointegrated manufacturing; biointelligent manufacturing\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003EDigital Twin \u0026nbsp;(DT) Engineering (CM : 8h)\u003C\/strong\u003E\u003Cbr\u003E\nIntroduction to DT: definitions and building blocks\u003Cbr\u003E\nDT conceptual models; value chain; characteristics; reference architectures; \u0026nbsp;maturity models\u003Cbr\u003E\nDT data and models: Model Based System Engineering; Model Driven Engineering; Data and AI for DT; DT modeling and simulation (M\u0026amp;S)\u003Cbr\u003E\nDT Verification, Validation and Uncertainty Quantification (VVUQ)\u003Cbr\u003E\nDT standards and softwares\u003Cbr\u003E\nDT applications in manufacturing\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003EDT Labs and Project (TD : 4h, TP : 12h)\u003C\/strong\u003E\u003Cbr\u003E\nHands-on laboratory project work involving Digital Twin technologies and Cyber-Physical Production Systems in realistic manufacturing scenarios.\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EObjectifs d\u0026#039;apprentissage\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003EThe aim of the course is to provide students with an in-depth understanding of Cyber-Physical Production Systems and Digital Twin engineering within the framework of Industry 4.0 and emerging Industry 5.0 paradigms. Students will gain comprehensive knowledge of digital transformation principles, enabling technologies, as well as sustainability and human-centric approaches. The course emphasizes practical competencies in Digital Twin engineering, encompassing model-based design, data-driven methodologies, verification and validation techniques, and real-world manufacturing applications through laboratory work and project-based learning.\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EOrganisation g\u00e9n\u00e9rale et modalit\u00e9s p\u00e9dagogiques\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003EThe course unit is assessed mainly on a project carried out in groups of two over the first semester. The assessment methods for the project are the same for all students, but the projects themselves are different.\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n                \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EComp\u00e9tences\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cul\u003E\n\u003Cli\u003EExplain and analyze Cyber-Physical Production Systems (CPPS) and Industry 4.0\/5.0 concepts, architectures, and digital transformation frameworks.\u003C\/li\u003E\n\u003Cli\u003EDefine, model, and simulate Digital Twins using MBSE, MDE, and AI-driven methods.\u003C\/li\u003E\n\u003Cli\u003EApply Digital Twin standards, reference architectures, and software tools in manufacturing contexts.\u003C\/li\u003E\n\u003Cli\u003EDevelop practical Digital Twin projects addressing real-world manufacturing challenges.\u003C\/li\u003E\n\u003C\/ul\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EBibliographie\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cul\u003E\n\u003Cli\u003EXu, X., Lu, Y., Vogel-Heuser, B., Wang, L. (2021). Industry 4.0 and Industry 5.0\u2014Inception, conception and perception. Journal of manufacturing systems, 61, 530-535.\u0026nbsp;\u003C\/li\u003E\n\u003Cli\u003EMonostori, L., K\u00e1d\u00e1r, B., Bauernhansl, T., Kondoh, S., et al. (2016). Cyber-physical systems in manufacturing. Cirp Annals, 65(2), 621-641.\u003C\/li\u003E\n\u003Cli\u003ETao, F., Zhang, M., Nee, A. Y. C. (2019). Digital Twin Driven Smart Manufacturing. Academic Press.\u0026nbsp;\u003Cbr\u003E\nQi, Q., Tao, F., Hu, T., Anwer, N., et al. (2021). Enabling technologies and tools for digital twin. Journal of Manufacturing Systems, 58, 3-21.\u003C\/li\u003E\n\u003Cli\u003EAnwer, N., Stark, R., Tao, F., Erkoyuncu, J. A. (2025). Developing and leveraging digital twins in engineering design. CIRP Annals, 74(2), 843-868.\u003C\/li\u003E\n\u003C\/ul\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ENature de l\u0026#039;\u00e9valuation\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003EEvaluation Continue non Int\u00e9grale\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n      \u003C\/div\u003E\n  \u003C\/div\u003E\n\u003C\/div\u003E\n","settings":null}]