{"main_file_link":[{"open_access":"1","url":"https://doi.org/10.21741/9781644903599-166"}],"language":[{"iso":"eng"}],"doi":"10.21741/9781644903599-166","year":"2025","title":"Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell","publication_identifier":{"issn":["2474-395X"]},"author":[{"last_name":"Peters","first_name":"Henning","full_name":"Peters, Henning"},{"full_name":"Mazur, Andreas","first_name":"Andreas","last_name":"Mazur"},{"id":"552","full_name":"Trächtler, Ansgar","last_name":"Trächtler","first_name":"Ansgar"},{"last_name":"Hammer","first_name":"Barbara","full_name":"Hammer, Barbara"}],"publication_status":"published","date_updated":"2025-10-30T12:51:26Z","intvolume":"        54","date_created":"2025-10-08T16:11:24Z","type":"conference","department":[{"_id":"153"},{"_id":"241"}],"publication":"Materials Research Proceedings","abstract":[{"text":"<jats:p>Abstract. Within the punch-bending process semi-finished products of strip or wire material are formed and punched in several subsequent steps into a finished product like brackets, mounts, contacts or spring elements. In the context of those multi-stage straightening and bending processes, cross-stage and quantity-dependent effects significantly leads to undesired component deviations. To optimize the punch-bending process with regard to these component deviations and thus the waste rate, the concept of a hybrid data-driven model is presented. To automatically acquire and process this hybrid data while also enable the usage by multiple clients, a digital twin has to be developed. In this paper the communication infrastructure between the punch-bending system and the digital twin is presented, using the Asset Administration Shell as specification. This automated communication is validated using exemplary data from the punch-bending system.</jats:p>","lang":"eng"}],"_id":"61763","publisher":"Materials Research Forum LLC","user_id":"82875","volume":54,"status":"public","oa":"1","citation":{"ieee":"H. Peters, A. Mazur, A. Trächtler, and B. Hammer, “Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell,” in <i>Materials Research Proceedings</i>, 2025, vol. 54, doi: <a href=\"https://doi.org/10.21741/9781644903599-166\">10.21741/9781644903599-166</a>.","apa":"Peters, H., Mazur, A., Trächtler, A., &#38; Hammer, B. (2025). Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell. <i>Materials Research Proceedings</i>, <i>54</i>. <a href=\"https://doi.org/10.21741/9781644903599-166\">https://doi.org/10.21741/9781644903599-166</a>","mla":"Peters, Henning, et al. “Integration of a Digital Twin for Data-Driven Modeling of Punch-Bending Processes Using the Asset Administration Shell.” <i>Materials Research Proceedings</i>, vol. 54, Materials Research Forum LLC, 2025, doi:<a href=\"https://doi.org/10.21741/9781644903599-166\">10.21741/9781644903599-166</a>.","bibtex":"@inproceedings{Peters_Mazur_Trächtler_Hammer_2025, title={Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell}, volume={54}, DOI={<a href=\"https://doi.org/10.21741/9781644903599-166\">10.21741/9781644903599-166</a>}, booktitle={Materials Research Proceedings}, publisher={Materials Research Forum LLC}, author={Peters, Henning and Mazur, Andreas and Trächtler, Ansgar and Hammer, Barbara}, year={2025} }","chicago":"Peters, Henning, Andreas Mazur, Ansgar Trächtler, and Barbara Hammer. “Integration of a Digital Twin for Data-Driven Modeling of Punch-Bending Processes Using the Asset Administration Shell.” In <i>Materials Research Proceedings</i>, Vol. 54. Materials Research Forum LLC, 2025. <a href=\"https://doi.org/10.21741/9781644903599-166\">https://doi.org/10.21741/9781644903599-166</a>.","ama":"Peters H, Mazur A, Trächtler A, Hammer B. Integration of a digital twin for data-driven modeling of punch-bending processes using the asset administration shell. In: <i>Materials Research Proceedings</i>. Vol 54. Materials Research Forum LLC; 2025. doi:<a href=\"https://doi.org/10.21741/9781644903599-166\">10.21741/9781644903599-166</a>","short":"H. Peters, A. Mazur, A. Trächtler, B. Hammer, in: Materials Research Proceedings, Materials Research Forum LLC, 2025."}}