{"publication_status":"published","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>Data-driven methods are increasingly utilized in metal forming processes for monitoring and quality optimization. An adapted modeling notation DSL4DPiFS for forming processes is presented to model hardware, software, and data flow aspects to support the design and analysis of data-driven methods. DSL4DPiFS enables metal forming and automation experts to model field-level information as data sources, and the data sinks for data analysis. The notation was adapted to the requirements of selected metal forming processes and evaluated in three case studies.</jats:p>"}],"date_updated":"2025-10-30T12:48:48Z","intvolume":"        73","publication_identifier":{"issn":["0178-2312","2196-677X"]},"title":"DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems","page":"232-250","publisher":"Walter de Gruyter GmbH","user_id":"82875","status":"public","author":[{"last_name":"Vogel-Heuser","full_name":"Vogel-Heuser, Birgit","first_name":"Birgit"},{"first_name":"Mingxi","last_name":"Zhang","full_name":"Zhang, Mingxi"},{"last_name":"Krüger","full_name":"Krüger, Marius","first_name":"Marius"},{"full_name":"Vicaria, Alejandra","last_name":"Vicaria","first_name":"Alejandra"},{"first_name":"Markus","last_name":"Gardill","full_name":"Gardill, Markus"},{"last_name":"Jiang","full_name":"Jiang, Yuyao","first_name":"Yuyao"},{"full_name":"Trächtler, Ansgar","last_name":"Trächtler","first_name":"Ansgar","id":"552"},{"full_name":"Peters, Henning","last_name":"Peters","first_name":"Henning"},{"first_name":"Mathias","full_name":"Liewald, Mathias","last_name":"Liewald"},{"last_name":"Schenek","full_name":"Schenek, Adrian","first_name":"Adrian"},{"last_name":"Heinzelmann","full_name":"Heinzelmann, Pascal","first_name":"Pascal"},{"first_name":"Michael","last_name":"Weyrich","full_name":"Weyrich, Michael"}],"oa":"1","department":[{"_id":"153"},{"_id":"241"}],"doi":"10.1515/auto-2024-0114","language":[{"iso":"eng"}],"date_created":"2025-10-08T16:09:21Z","volume":73,"type":"journal_article","_id":"61761","citation":{"short":"B. Vogel-Heuser, M. Zhang, M. Krüger, A. Vicaria, M. Gardill, Y. Jiang, A. Trächtler, H. Peters, M. Liewald, A. Schenek, P. Heinzelmann, M. Weyrich, At - Automatisierungstechnik 73 (2025) 232–250.","apa":"Vogel-Heuser, B., Zhang, M., Krüger, M., Vicaria, A., Gardill, M., Jiang, Y., Trächtler, A., Peters, H., Liewald, M., Schenek, A., Heinzelmann, P., &#38; Weyrich, M. (2025). DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems. <i>At - Automatisierungstechnik</i>, <i>73</i>(4), 232–250. <a href=\"https://doi.org/10.1515/auto-2024-0114\">https://doi.org/10.1515/auto-2024-0114</a>","chicago":"Vogel-Heuser, Birgit, Mingxi Zhang, Marius Krüger, Alejandra Vicaria, Markus Gardill, Yuyao Jiang, Ansgar Trächtler, et al. “DSL4DPiFS – a Graphical Notation to Model Data Pipeline Deployment in Forming Systems.” <i>At - Automatisierungstechnik</i> 73, no. 4 (2025): 232–50. <a href=\"https://doi.org/10.1515/auto-2024-0114\">https://doi.org/10.1515/auto-2024-0114</a>.","mla":"Vogel-Heuser, Birgit, et al. “DSL4DPiFS – a Graphical Notation to Model Data Pipeline Deployment in Forming Systems.” <i>At - Automatisierungstechnik</i>, vol. 73, no. 4, Walter de Gruyter GmbH, 2025, pp. 232–50, doi:<a href=\"https://doi.org/10.1515/auto-2024-0114\">10.1515/auto-2024-0114</a>.","ieee":"B. Vogel-Heuser <i>et al.</i>, “DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems,” <i>at - Automatisierungstechnik</i>, vol. 73, no. 4, pp. 232–250, 2025, doi: <a href=\"https://doi.org/10.1515/auto-2024-0114\">10.1515/auto-2024-0114</a>.","ama":"Vogel-Heuser B, Zhang M, Krüger M, et al. DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems. <i>at - Automatisierungstechnik</i>. 2025;73(4):232-250. doi:<a href=\"https://doi.org/10.1515/auto-2024-0114\">10.1515/auto-2024-0114</a>","bibtex":"@article{Vogel-Heuser_Zhang_Krüger_Vicaria_Gardill_Jiang_Trächtler_Peters_Liewald_Schenek_et al._2025, title={DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems}, volume={73}, DOI={<a href=\"https://doi.org/10.1515/auto-2024-0114\">10.1515/auto-2024-0114</a>}, number={4}, journal={at - Automatisierungstechnik}, publisher={Walter de Gruyter GmbH}, author={Vogel-Heuser, Birgit and Zhang, Mingxi and Krüger, Marius and Vicaria, Alejandra and Gardill, Markus and Jiang, Yuyao and Trächtler, Ansgar and Peters, Henning and Liewald, Mathias and Schenek, Adrian and et al.}, year={2025}, pages={232–250} }"},"year":"2025","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1515/auto-2024-0114"}],"issue":"4","publication":"at - Automatisierungstechnik"}