[{"citation":{"ama":"Kruse A. <i>Entwicklung einer Methode zur Integration der Additiven Fertigung in die Serienproduktion am Beispiel des Lasersinterns</i>. Vol 27.; 2023.","chicago":"Kruse, Anne. <i>Entwicklung einer Methode zur Integration der Additiven Fertigung in die Serienproduktion am Beispiel des Lasersinterns</i>. Vol. 27. Forschungsberichte des Direct Manufacturing Research Centers , 2023.","ieee":"A. Kruse, <i>Entwicklung einer Methode zur Integration der Additiven Fertigung in die Serienproduktion am Beispiel des Lasersinterns</i>, vol. 27. 2023.","apa":"Kruse, A. (2023). <i>Entwicklung einer Methode zur Integration der Additiven Fertigung in die Serienproduktion am Beispiel des Lasersinterns</i> (Vol. 27).","bibtex":"@book{Kruse_2023, series={Forschungsberichte des Direct Manufacturing Research Centers }, title={Entwicklung einer Methode zur Integration der Additiven Fertigung in die Serienproduktion am Beispiel des Lasersinterns}, volume={27}, author={Kruse, Anne}, year={2023}, collection={Forschungsberichte des Direct Manufacturing Research Centers } }","short":"A. Kruse, Entwicklung einer Methode zur Integration der Additiven Fertigung in die Serienproduktion am Beispiel des Lasersinterns, 2023.","mla":"Kruse, Anne. <i>Entwicklung einer Methode zur Integration der Additiven Fertigung in die Serienproduktion am Beispiel des Lasersinterns</i>. 2023."},"intvolume":"        27","page":"145","year":"2023","publication_status":"published","publication_identifier":{"isbn":["978-3-8440-8955-4"]},"title":"Entwicklung einer Methode zur Integration der Additiven Fertigung in die Serienproduktion am Beispiel des Lasersinterns","author":[{"first_name":"Anne","last_name":"Kruse","id":"55833","full_name":"Kruse, Anne"}],"supervisor":[{"full_name":"Koch, Rainer","last_name":"Koch","first_name":"Rainer"}],"date_created":"2023-05-05T11:24:51Z","volume":27,"date_updated":"2023-05-05T11:24:56Z","status":"public","type":"dissertation","language":[{"iso":"ger"}],"series_title":"Forschungsberichte des Direct Manufacturing Research Centers ","user_id":"55833","department":[{"_id":"144"},{"_id":"219"},{"_id":"624"},{"_id":"741"}],"_id":"44509"},{"user_id":"95903","department":[{"_id":"741"}],"_id":"44521","language":[{"iso":"eng"}],"type":"conference","status":"public","author":[{"full_name":"Wurst, Johanna","last_name":"Wurst","first_name":"Johanna"},{"full_name":"Steinhoff, Timon","last_name":"Steinhoff","first_name":"Timon"},{"first_name":"Iryna","last_name":"Mozgova","id":"95903","full_name":"Mozgova, Iryna"},{"first_name":"Thomas","full_name":"Hassel, Thomas","last_name":"Hassel"},{"first_name":"Roland","full_name":"Lachmayer, Roland","last_name":"Lachmayer"}],"date_created":"2023-05-05T12:13:55Z","date_updated":"2023-05-05T12:14:28Z","doi":"10.1007/978-981-19-9205-6_9","title":"Aspects of a Sustainability Focused Comparison of the Wire Arc Additive Manufacturing (WAAM) and the Laser Powder Bed Fusion (LPBF) Process","quality_controlled":"1","citation":{"apa":"Wurst, J., Steinhoff, T., Mozgova, I., Hassel, T., &#38; Lachmayer, R. (2023). <i>Aspects of a Sustainability Focused Comparison of the Wire Arc Additive Manufacturing (WAAM) and the Laser Powder Bed Fusion (LPBF) Process</i>. <a href=\"https://doi.org/10.1007/978-981-19-9205-6_9\">https://doi.org/10.1007/978-981-19-9205-6_9</a>","mla":"Wurst, Johanna, et al. <i>Aspects of a Sustainability Focused Comparison of the Wire Arc Additive Manufacturing (WAAM) and the Laser Powder Bed Fusion (LPBF) Process</i>. 2023, doi:<a href=\"https://doi.org/10.1007/978-981-19-9205-6_9\">10.1007/978-981-19-9205-6_9</a>.","bibtex":"@inproceedings{Wurst_Steinhoff_Mozgova_Hassel_Lachmayer_2023, title={Aspects of a Sustainability Focused Comparison of the Wire Arc Additive Manufacturing (WAAM) and the Laser Powder Bed Fusion (LPBF) Process}, DOI={<a href=\"https://doi.org/10.1007/978-981-19-9205-6_9\">10.1007/978-981-19-9205-6_9</a>}, author={Wurst, Johanna and Steinhoff, Timon and Mozgova, Iryna and Hassel, Thomas and Lachmayer, Roland}, year={2023} }","short":"J. Wurst, T. Steinhoff, I. Mozgova, T. Hassel, R. Lachmayer, in: 2023.","chicago":"Wurst, Johanna, Timon Steinhoff, Iryna Mozgova, Thomas Hassel, and Roland Lachmayer. “Aspects of a Sustainability Focused Comparison of the Wire Arc Additive Manufacturing (WAAM) and the Laser Powder Bed Fusion (LPBF) Process,” 2023. <a href=\"https://doi.org/10.1007/978-981-19-9205-6_9\">https://doi.org/10.1007/978-981-19-9205-6_9</a>.","ieee":"J. Wurst, T. Steinhoff, I. Mozgova, T. Hassel, and R. Lachmayer, “Aspects of a Sustainability Focused Comparison of the Wire Arc Additive Manufacturing (WAAM) and the Laser Powder Bed Fusion (LPBF) Process,” 2023, doi: <a href=\"https://doi.org/10.1007/978-981-19-9205-6_9\">10.1007/978-981-19-9205-6_9</a>.","ama":"Wurst J, Steinhoff T, Mozgova I, Hassel T, Lachmayer R. Aspects of a Sustainability Focused Comparison of the Wire Arc Additive Manufacturing (WAAM) and the Laser Powder Bed Fusion (LPBF) Process. In: ; 2023. doi:<a href=\"https://doi.org/10.1007/978-981-19-9205-6_9\">10.1007/978-981-19-9205-6_9</a>"},"year":"2023"},{"_id":"44522","department":[{"_id":"741"}],"user_id":"95903","language":[{"iso":"eng"}],"type":"conference","status":"public","date_updated":"2023-05-05T12:16:35Z","author":[{"first_name":"Johanna","last_name":"Wurst","full_name":"Wurst, Johanna"},{"full_name":"Rosemann, Daniel","last_name":"Rosemann","first_name":"Daniel"},{"first_name":"Iryna","last_name":"Mozgova","full_name":"Mozgova, Iryna","id":"95903"},{"first_name":"Roland","full_name":"Lachmayer, Roland","last_name":"Lachmayer"}],"date_created":"2023-05-05T12:16:16Z","title":"Concept and Implementation of a Student Design Project for the Development of Sustainable Products","doi":"10.1007/978-3-031-28839-5_88","quality_controlled":"1","year":"2023","citation":{"chicago":"Wurst, Johanna, Daniel Rosemann, Iryna Mozgova, and Roland Lachmayer. “Concept and Implementation of a Student Design Project for the Development of Sustainable Products,” 2023. <a href=\"https://doi.org/10.1007/978-3-031-28839-5_88\">https://doi.org/10.1007/978-3-031-28839-5_88</a>.","ieee":"J. Wurst, D. Rosemann, I. Mozgova, and R. Lachmayer, “Concept and Implementation of a Student Design Project for the Development of Sustainable Products,” 2023, doi: <a href=\"https://doi.org/10.1007/978-3-031-28839-5_88\">10.1007/978-3-031-28839-5_88</a>.","ama":"Wurst J, Rosemann D, Mozgova I, Lachmayer R. Concept and Implementation of a Student Design Project for the Development of Sustainable Products. In: ; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-28839-5_88\">10.1007/978-3-031-28839-5_88</a>","short":"J. Wurst, D. Rosemann, I. Mozgova, R. Lachmayer, in: 2023.","bibtex":"@inproceedings{Wurst_Rosemann_Mozgova_Lachmayer_2023, title={Concept and Implementation of a Student Design Project for the Development of Sustainable Products}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-28839-5_88\">10.1007/978-3-031-28839-5_88</a>}, author={Wurst, Johanna and Rosemann, Daniel and Mozgova, Iryna and Lachmayer, Roland}, year={2023} }","mla":"Wurst, Johanna, et al. <i>Concept and Implementation of a Student Design Project for the Development of Sustainable Products</i>. 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-28839-5_88\">10.1007/978-3-031-28839-5_88</a>.","apa":"Wurst, J., Rosemann, D., Mozgova, I., &#38; Lachmayer, R. (2023). <i>Concept and Implementation of a Student Design Project for the Development of Sustainable Products</i>. <a href=\"https://doi.org/10.1007/978-3-031-28839-5_88\">https://doi.org/10.1007/978-3-031-28839-5_88</a>"}},{"date_updated":"2023-09-18T06:12:51Z","author":[{"first_name":"Manuel","last_name":"Ott","id":"44204","full_name":"Ott, Manuel"},{"first_name":"Niclas","full_name":"Meihöfener, Niclas","id":"38611","last_name":"Meihöfener"},{"last_name":"Mozgova","id":"95903","full_name":"Mozgova, Iryna","first_name":"Iryna"}],"date_created":"2023-09-11T12:12:50Z","title":"Methodical Approach to Reducing Design Time by using Neural Networks in Early Stages of Concept Development","conference":{"end_date":"2023-08-16","location":"Austin, Texas, United States","name":"Solid Freeform Fabrication Symposium 2023","start_date":"2023-08-14"},"quality_controlled":"1","place":"Austin, Texas, United States","year":"2023","citation":{"ieee":"M. Ott, N. Meihöfener, and I. Mozgova, “Methodical Approach to Reducing Design Time by using Neural Networks in Early Stages of Concept Development,” in <i>Proceedings of the 34rd Annual International Solid Freeform Fabrication Symposium 2023</i>, Austin, Texas, United States, 2023.","chicago":"Ott, Manuel, Niclas Meihöfener, and Iryna Mozgova. “Methodical Approach to Reducing Design Time by Using Neural Networks in Early Stages of Concept Development.” In <i>Proceedings of the 34rd Annual International Solid Freeform Fabrication Symposium 2023</i>, edited by Manuel Ott. Austin, Texas, United States, 2023.","ama":"Ott M, Meihöfener N, Mozgova I. Methodical Approach to Reducing Design Time by using Neural Networks in Early Stages of Concept Development. In: Ott M, ed. <i>Proceedings of the 34rd Annual International Solid Freeform Fabrication Symposium 2023</i>. ; 2023.","apa":"Ott, M., Meihöfener, N., &#38; Mozgova, I. (2023). Methodical Approach to Reducing Design Time by using Neural Networks in Early Stages of Concept Development. In M. Ott (Ed.), <i>Proceedings of the 34rd Annual International Solid Freeform Fabrication Symposium 2023</i>.","bibtex":"@inproceedings{Ott_Meihöfener_Mozgova_2023, place={Austin, Texas, United States}, title={Methodical Approach to Reducing Design Time by using Neural Networks in Early Stages of Concept Development}, booktitle={Proceedings of the 34rd Annual International Solid Freeform Fabrication Symposium 2023}, author={Ott, Manuel and Meihöfener, Niclas and Mozgova, Iryna}, editor={Ott, Manuel}, year={2023} }","short":"M. Ott, N. Meihöfener, I. Mozgova, in: M. Ott (Ed.), Proceedings of the 34rd Annual International Solid Freeform Fabrication Symposium 2023, Austin, Texas, United States, 2023.","mla":"Ott, Manuel, et al. “Methodical Approach to Reducing Design Time by Using Neural Networks in Early Stages of Concept Development.” <i>Proceedings of the 34rd Annual International Solid Freeform Fabrication Symposium 2023</i>, edited by Manuel Ott, 2023."},"_id":"46957","user_id":"44204","department":[{"_id":"741"},{"_id":"144"}],"language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of the 34rd Annual International Solid Freeform Fabrication Symposium 2023","editor":[{"first_name":"Manuel","full_name":"Ott, Manuel","last_name":"Ott"}],"abstract":[{"lang":"eng","text":"Modern companies often face various challenges in concept development of products or systems. Design engineers prepare initial concepts as 3D models. These are then simulated by computational engineers. If requirements are not met, this necessitates an iterative process that runs between the design and computation departments until a valid concept is created. Design methods such as topology optimization are often used here. The upcoming result is then attempted to be adapted to certain manufacturing processes. These iteration loops can sometimes take a very long time, since the model construction and structural optimization generate large computational efforts. The present work shows on an example a methodical approach, which represents a first proof of concept, to solving this problem, including a description of methods and techniques, as well as possible problems in a detailed analysis concerning training data for neural networks and their abstraction capabilities. It is evident that additional research work needs to be conducted for further utilization in order to address all arising questions."}],"status":"public"},{"_id":"52679","user_id":"44605","department":[{"_id":"741"}],"language":[{"iso":"eng"}],"type":"conference","publication":"DS 125: Proceedings of the 34th Symposium Design for X (DFX2023)","abstract":[{"text":"Progressive digitization throughout the entire product data life cycle requires a more sensitive handling and understanding of data within engineering processes. Regarding engineering research data, the aim is to implement the FAIR data principles (Findable, Accessible, Interoperable, Reusable) to guarantee the post-usability of research data. To ensure the quality of data throughout the entire research process a methodical approach had been developed. Based on the quality categories Intrinsic, Representative, Contextual and Available, the related quality dimensions are considered differentiated along the research data life cycle and presented in a concept. As a use case, this concept is carried out on a tensile test with documentation of results in a research data management system.","lang":"eng"}],"status":"public","publisher":"Erlangen : Ehemaligennetzwerk des Lehrstuhls für Konstruktionstechnik (KTmfk) Erlangen e.V.","date_updated":"2026-02-20T13:00:21Z","author":[{"last_name":"Müller","id":"44605","full_name":"Müller, Laura","first_name":"Laura"},{"last_name":"Wawer","full_name":"Wawer, Max Leo","first_name":"Max Leo"},{"last_name":"Heimes","full_name":"Heimes, Norman","first_name":"Norman"},{"last_name":"Uhe","full_name":"Uhe, Johanna","first_name":"Johanna"},{"full_name":"Koepler, Oliver","last_name":"Koepler","first_name":"Oliver"},{"first_name":"Sören","full_name":"Auer, Sören","last_name":"Auer"},{"first_name":"Roland","full_name":"Lachmayer, Roland","last_name":"Lachmayer"},{"full_name":"Mozgova, Iryna","id":"95903","last_name":"Mozgova","first_name":"Iryna"}],"date_created":"2024-03-20T11:21:43Z","title":"Datenqualitätssicherung im Forschungsprozess am Beispiel von Zugversuchen","doi":" https://doi.org/10.35199/dfx2023.15","quality_controlled":"1","year":"2023","citation":{"bibtex":"@inproceedings{Müller_Wawer_Heimes_Uhe_Koepler_Auer_Lachmayer_Mozgova_2023, title={Datenqualitätssicherung im Forschungsprozess am Beispiel von Zugversuchen}, DOI={<a href=\"https://doi.org/ https://doi.org/10.35199/dfx2023.15\"> https://doi.org/10.35199/dfx2023.15</a>}, booktitle={DS 125: Proceedings of the 34th Symposium Design for X (DFX2023)}, publisher={Erlangen : Ehemaligennetzwerk des Lehrstuhls für Konstruktionstechnik (KTmfk) Erlangen e.V.}, author={Müller, Laura and Wawer, Max Leo and Heimes, Norman and Uhe, Johanna and Koepler, Oliver and Auer, Sören and Lachmayer, Roland and Mozgova, Iryna}, year={2023}, pages={143–152} }","short":"L. Müller, M.L. Wawer, N. Heimes, J. Uhe, O. Koepler, S. Auer, R. Lachmayer, I. Mozgova, in: DS 125: Proceedings of the 34th Symposium Design for X (DFX2023), Erlangen : Ehemaligennetzwerk des Lehrstuhls für Konstruktionstechnik (KTmfk) Erlangen e.V., 2023, pp. 143–152.","mla":"Müller, Laura, et al. “Datenqualitätssicherung Im Forschungsprozess Am Beispiel von Zugversuchen.” <i>DS 125: Proceedings of the 34th Symposium Design for X (DFX2023)</i>, Erlangen : Ehemaligennetzwerk des Lehrstuhls für Konstruktionstechnik (KTmfk) Erlangen e.V., 2023, pp. 143–52, doi:<a href=\"https://doi.org/ https://doi.org/10.35199/dfx2023.15\"> https://doi.org/10.35199/dfx2023.15</a>.","apa":"Müller, L., Wawer, M. L., Heimes, N., Uhe, J., Koepler, O., Auer, S., Lachmayer, R., &#38; Mozgova, I. (2023). Datenqualitätssicherung im Forschungsprozess am Beispiel von Zugversuchen. <i>DS 125: Proceedings of the 34th Symposium Design for X (DFX2023)</i>, 143–152. <a href=\"https://doi.org/ https://doi.org/10.35199/dfx2023.15\">https://doi.org/ https://doi.org/10.35199/dfx2023.15</a>","chicago":"Müller, Laura, Max Leo Wawer, Norman Heimes, Johanna Uhe, Oliver Koepler, Sören Auer, Roland Lachmayer, and Iryna Mozgova. “Datenqualitätssicherung Im Forschungsprozess Am Beispiel von Zugversuchen.” In <i>DS 125: Proceedings of the 34th Symposium Design for X (DFX2023)</i>, 143–52. Erlangen : Ehemaligennetzwerk des Lehrstuhls für Konstruktionstechnik (KTmfk) Erlangen e.V., 2023. <a href=\"https://doi.org/ https://doi.org/10.35199/dfx2023.15\">https://doi.org/ https://doi.org/10.35199/dfx2023.15</a>.","ieee":"L. Müller <i>et al.</i>, “Datenqualitätssicherung im Forschungsprozess am Beispiel von Zugversuchen,” in <i>DS 125: Proceedings of the 34th Symposium Design for X (DFX2023)</i>, 2023, pp. 143–152, doi: <a href=\"https://doi.org/ https://doi.org/10.35199/dfx2023.15\"> https://doi.org/10.35199/dfx2023.15</a>.","ama":"Müller L, Wawer ML, Heimes N, et al. Datenqualitätssicherung im Forschungsprozess am Beispiel von Zugversuchen. In: <i>DS 125: Proceedings of the 34th Symposium Design for X (DFX2023)</i>. Erlangen : Ehemaligennetzwerk des Lehrstuhls für Konstruktionstechnik (KTmfk) Erlangen e.V.; 2023:143-152. doi:<a href=\"https://doi.org/ https://doi.org/10.35199/dfx2023.15\"> https://doi.org/10.35199/dfx2023.15</a>"},"page":"143-152"},{"abstract":[{"text":"Die additive Fertigung bietet die Möglichkeit, digitale Prototypen dank der\r\nBesonderheit der werkzeuglosen Fertigung schnellstmöglich in reale Strukturen\r\numzusetzen. Dieses Verfahren kann jedoch nur dann mit optimaler Geschwindigkeit\r\ngenutzt werden, wenn Engpässe wirksam vermieden werden können. Einer dieser\r\nEngpässe ist der Konstruktionsprozess. Gerade im Bereich der additiven Fertigung\r\nsind in letzter Zeit immer leistungsfähigere Softwarelösungen erschienen, die das\r\nDesign für die additive Fertigung, einschließlich der meisten Computer-Aided-Design\r\n(CAD)-Aufgaben, beschleunigen. In vielen Bereichen wird daher bereits versucht, so\r\nviele Schritte wie möglich zu automatisieren, nicht selten unter Verwendung\r\nneuronaler Netze und künstlicher Intelligenz. Dieser Beitrag zeigt am Beispiel einer\r\nautomatisierten Strukturoptimierung eines Stuhls, warum das Nutzen neuronaler\r\nNetze im Konstruktionsprozess sinnvoll ist, um die Bereiche der konventionellen\r\nTopologieoptimierung und des Generative Design weiter zu verknüpfen und somit die\r\nProduktentwicklungszeit zu reduzieren.","lang":"ger"}],"publication":"Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen","language":[{"iso":"ger"}],"keyword":["Künstliche Intelligenz","Neuronale Netze","3D-Druck","Design for Additive Manufacturing"],"corporate_editor":["Deutscher Verband für Materialforschung und -prüfung e.V. "],"year":"2022","title":"Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien","date_created":"2023-01-16T08:42:28Z","status":"public","type":"conference","department":[{"_id":"741"},{"_id":"144"}],"series_title":"Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen","user_id":"44204","_id":"36866","page":"91-106","intvolume":"         7","jel":["L74"],"citation":{"bibtex":"@inproceedings{Ott_Meihöfener_Koch_2022, place={Berlin}, series={Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen}, title={Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien}, volume={7}, DOI={<a href=\"https://doi.org/10.48447/ADD-2022-014\">10.48447/ADD-2022-014</a>}, booktitle={Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen}, author={Ott, Manuel and Meihöfener, Niclas and Koch, Rainer}, editor={Deutscher Verband für Materialforschung und -prüfung e.V. }, year={2022}, pages={91–106}, collection={Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen} }","mla":"Ott, Manuel, et al. “Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien.” <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i>, edited by Deutscher Verband für Materialforschung und -prüfung e.V. , vol. 7, 2022, pp. 91–106, doi:<a href=\"https://doi.org/10.48447/ADD-2022-014\">10.48447/ADD-2022-014</a>.","short":"M. Ott, N. Meihöfener, R. Koch, in: Deutscher Verband für Materialforschung und -prüfung e.V.  (Ed.), Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen, Berlin, 2022, pp. 91–106.","apa":"Ott, M., Meihöfener, N., &#38; Koch, R. (2022). Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien. In Deutscher Verband für Materialforschung und -prüfung e.V.  (Ed.), <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i> (Vol. 7, pp. 91–106). <a href=\"https://doi.org/10.48447/ADD-2022-014\">https://doi.org/10.48447/ADD-2022-014</a>","ama":"Ott M, Meihöfener N, Koch R. Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien. In: Deutscher Verband für Materialforschung und -prüfung e.V. , ed. <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i>. Vol 7. Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen. ; 2022:91-106. doi:<a href=\"https://doi.org/10.48447/ADD-2022-014\">10.48447/ADD-2022-014</a>","ieee":"M. Ott, N. Meihöfener, and R. Koch, “Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien,” in <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i>, Berlin, 2022, vol. 7, pp. 91–106, doi: <a href=\"https://doi.org/10.48447/ADD-2022-014\">10.48447/ADD-2022-014</a>.","chicago":"Ott, Manuel, Niclas Meihöfener, and Rainer Koch. “Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien.” In <i>Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen</i>, edited by Deutscher Verband für Materialforschung und -prüfung e.V. , 7:91–106. Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen. Berlin, 2022. <a href=\"https://doi.org/10.48447/ADD-2022-014\">https://doi.org/10.48447/ADD-2022-014</a>."},"place":"Berlin","publication_status":"published","conference":{"end_date":"2022-11-09","location":"Berlin","name":"7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen","start_date":"2022-11-08"},"doi":"10.48447/ADD-2022-014","volume":7,"author":[{"first_name":"Manuel","id":"44204","full_name":"Ott, Manuel","last_name":"Ott"},{"first_name":"Niclas","last_name":"Meihöfener","full_name":"Meihöfener, Niclas"},{"first_name":"Rainer","full_name":"Koch, Rainer","last_name":"Koch"}],"date_updated":"2023-01-18T08:52:56Z"},{"file":[{"content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2023-01-16T08:58:25Z","creator":"maot","date_created":"2023-01-16T08:58:25Z","file_size":1354163,"file_id":"36875","file_name":"Boosting Artificial Intelligence in Design Process.pdf","access_level":"closed"}],"abstract":[{"text":"Additive manufacturing offers the option of converting digital prototypes into real\r\nstructures as quickly as possible by the special property of tool-free manufacturing. However, this\r\nprocess can only be used at optimum speed if bottlenecks can be effectively avoided. One of these\r\nconstraints is the design process. Although modern CAD systems allow a significant increase in\r\nmany areas, this always requires a person with specific skills (e.g. engineer). In the field of AM in\r\nparticular, more and more powerful software solutions have recently been published which\r\naccelerate the Design for Additive Manufacturing, including most CAD-tasks. In many areas,\r\ntherefore, attempts are already made to automate relevant design steps as much as possible, more\r\nand more using neural networks and artificial intelligence. This paper presents how and why such\r\ntechniques can be used to generate three-dimensional structures quickly and efficiently in cases of\r\ndeep generative design tasks.","lang":"eng"}],"publication":"Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022","language":[{"iso":"eng"}],"ddc":["620"],"year":"2022","title":"Boosting artificial intelligence in design processes by the use of additive manufacturing","date_created":"2023-01-16T08:59:19Z","status":"public","type":"conference","file_date_updated":"2023-01-16T08:58:25Z","series_title":"Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022","user_id":"44204","department":[{"_id":"741"},{"_id":"144"}],"_id":"36871","citation":{"apa":"Ott, M., Meihöfener, N., &#38; Koch, R. (2022). Boosting artificial intelligence in design processes by the use of additive manufacturing. <i>Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022</i>, <i>33</i>, 696–705.","bibtex":"@inproceedings{Ott_Meihöfener_Koch_2022, place={Austin, Texas}, series={Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022}, title={Boosting artificial intelligence in design processes by the use of additive manufacturing}, volume={33}, booktitle={Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022}, author={Ott, Manuel and Meihöfener, Niclas and Koch, Rainer}, year={2022}, pages={696–705}, collection={Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022} }","mla":"Ott, Manuel, et al. “Boosting Artificial Intelligence in Design Processes by the Use of Additive Manufacturing.” <i>Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022</i>, vol. 33, 2022, pp. 696–705.","short":"M. Ott, N. Meihöfener, R. Koch, in: Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022, Austin, Texas, 2022, pp. 696–705.","ama":"Ott M, Meihöfener N, Koch R. Boosting artificial intelligence in design processes by the use of additive manufacturing. In: <i>Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022</i>. Vol 33. Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022. ; 2022:696-705.","chicago":"Ott, Manuel, Niclas Meihöfener, and Rainer Koch. “Boosting Artificial Intelligence in Design Processes by the Use of Additive Manufacturing.” In <i>Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022</i>, 33:696–705. Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022. Austin, Texas, 2022.","ieee":"M. Ott, N. Meihöfener, and R. Koch, “Boosting artificial intelligence in design processes by the use of additive manufacturing,” in <i>Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium 2022</i>, Austin, Texas, 2022, vol. 33, pp. 696–705."},"intvolume":"        33","page":"696-705","place":"Austin, Texas","related_material":{"link":[{"url":"https://utw10945.utweb.utexas.edu/sites/default/files/2022/Boosting%20Artificial%20Intelligence%20in%20Design%20Process.pdf","relation":"confirmation"}]},"publication_status":"published","has_accepted_license":"1","main_file_link":[{"url":"https://utw10945.utweb.utexas.edu/sites/default/files/2022/Boosting%20Artificial%20Intelligence%20in%20Design%20Process.pdf","open_access":"1"}],"conference":{"location":"Austin, Texas","end_date":"2022-07-27","start_date":"2022-07-25","name":"Solid Freeform Fabrication Symposium 2022"},"author":[{"id":"44204","full_name":"Ott, Manuel","last_name":"Ott","first_name":"Manuel"},{"last_name":"Meihöfener","full_name":"Meihöfener, Niclas","first_name":"Niclas"},{"first_name":"Rainer","last_name":"Koch","full_name":"Koch, Rainer"}],"volume":33,"oa":"1","date_updated":"2023-03-30T11:42:25Z"},{"quality_controlled":"1","year":"2022","citation":{"ama":"Scheveleva T, Wawer ML, Oladazimi P, et al. 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Koepler, F. Nürnberger, R. Lachmayer, S. Auer, I. Mozgova, in: 2022.","mla":"Scheveleva, Tatyana, et al. <i>Creation of a Knowledge Space by Semantically Linking Data Repository and Knowledge Management System - a Use Case from Production Engineering</i>. 2022, doi:<a href=\"https://doi.org/10.1016/j.ifacol.2022.10.006\">10.1016/j.ifacol.2022.10.006</a>.","bibtex":"@inproceedings{Scheveleva_Wawer_Oladazimi_Koepler_Nürnberger_Lachmayer_Auer_Mozgova_2022, title={Creation of a Knowledge Space by Semantically Linking Data Repository and Knowledge Management System - a Use Case from Production Engineering}, DOI={<a href=\"https://doi.org/10.1016/j.ifacol.2022.10.006\">10.1016/j.ifacol.2022.10.006</a>}, author={Scheveleva, Tatyana and Wawer, Max Leo and Oladazimi, Pooya and Koepler, Oliver and Nürnberger, Florian and Lachmayer, Roland and Auer, Sören and Mozgova, Iryna}, year={2022} }","apa":"Scheveleva, T., Wawer, M. L., Oladazimi, P., Koepler, O., Nürnberger, F., Lachmayer, R., Auer, S., &#38; Mozgova, I. (2022). <i>Creation of a Knowledge Space by Semantically Linking Data Repository and Knowledge Management System - a Use Case from Production Engineering</i>. <a href=\"https://doi.org/10.1016/j.ifacol.2022.10.006\">https://doi.org/10.1016/j.ifacol.2022.10.006</a>"},"date_updated":"2023-05-05T11:56:15Z","date_created":"2023-05-05T11:45:43Z","author":[{"full_name":"Scheveleva, Tatyana","last_name":"Scheveleva","first_name":"Tatyana"},{"full_name":"Wawer, Max Leo","last_name":"Wawer","first_name":"Max Leo"},{"first_name":"Pooya","full_name":"Oladazimi, Pooya","last_name":"Oladazimi"},{"last_name":"Koepler","full_name":"Koepler, Oliver","first_name":"Oliver"},{"last_name":"Nürnberger","full_name":"Nürnberger, Florian","first_name":"Florian"},{"first_name":"Roland","last_name":"Lachmayer","full_name":"Lachmayer, Roland"},{"full_name":"Auer, Sören","last_name":"Auer","first_name":"Sören"},{"id":"95903","full_name":"Mozgova, Iryna","last_name":"Mozgova","first_name":"Iryna"}],"title":"Creation of a Knowledge Space by Semantically Linking Data Repository and Knowledge Management System - a Use Case from Production Engineering","doi":"10.1016/j.ifacol.2022.10.006","type":"conference","status":"public","_id":"44514","department":[{"_id":"741"}],"user_id":"95903","language":[{"iso":"eng"}]},{"quality_controlled":"1","citation":{"apa":"Mozgova, I., Altun, O., Scheveleva, T., Castro, A., Oladazimi, P., Koepler, O., Lachmayer, R., &#38; Auer, S. 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Auer, in: 2022.","ieee":"I. Mozgova <i>et al.</i>, “Knowledge Annotation within Research Data Management System for Oxygen-Free Production Technologies,” 2022, doi: <a href=\"https://doi.org/10.1017/pds.2022.54\">10.1017/pds.2022.54</a>.","chicago":"Mozgova, Iryna, Osman Altun, Tatyana Scheveleva, Andre Castro, Pooya Oladazimi, Oliver Koepler, Roland Lachmayer, and Sören Auer. “Knowledge Annotation within Research Data Management System for Oxygen-Free Production Technologies,” 2022. <a href=\"https://doi.org/10.1017/pds.2022.54\">https://doi.org/10.1017/pds.2022.54</a>.","ama":"Mozgova I, Altun O, Scheveleva T, et al. Knowledge Annotation within Research Data Management System for Oxygen-Free Production Technologies. In: ; 2022. doi:<a href=\"https://doi.org/10.1017/pds.2022.54\">10.1017/pds.2022.54</a>"},"year":"2022","author":[{"first_name":"Iryna","id":"95903","full_name":"Mozgova, Iryna","last_name":"Mozgova"},{"first_name":"Osman","last_name":"Altun","full_name":"Altun, Osman"},{"first_name":"Tatyana","full_name":"Scheveleva, Tatyana","last_name":"Scheveleva"},{"last_name":"Castro","full_name":"Castro, Andre","first_name":"Andre"},{"first_name":"Pooya","last_name":"Oladazimi","full_name":"Oladazimi, Pooya"},{"last_name":"Koepler","full_name":"Koepler, Oliver","first_name":"Oliver"},{"first_name":"Roland","full_name":"Lachmayer, Roland","last_name":"Lachmayer"},{"first_name":"Sören","full_name":"Auer, Sören","last_name":"Auer"}],"date_created":"2023-05-05T11:29:12Z","date_updated":"2023-05-05T11:39:13Z","doi":"10.1017/pds.2022.54","title":"Knowledge Annotation within Research Data Management System for Oxygen-Free Production Technologies","type":"conference","status":"public","department":[{"_id":"741"}],"user_id":"95903","_id":"44510","language":[{"iso":"eng"}]},{"type":"conference","status":"public","_id":"44513","user_id":"95903","department":[{"_id":"741"}],"language":[{"iso":"eng"}],"quality_controlled":"1","year":"2022","citation":{"mla":"Schneider, Jannik, et al. <i>Comparative Evaluation of Product and Service Solutions in the Context of Product-Service Systems and Technical Inheritance</i>. 2022, doi:<a href=\"https://doi.org/10.1007/978-3-030-94335-6_23\">https://doi.org/10.1007/978-3-030-94335-6_23</a>.","bibtex":"@inproceedings{Schneider_Scheidel_Wurst_Mozgova_Lachmayer_2022, title={Comparative Evaluation of Product and Service Solutions in the Context of Product-Service Systems and Technical Inheritance}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-94335-6_23\">https://doi.org/10.1007/978-3-030-94335-6_23</a>}, author={Schneider, Jannik and Scheidel, Wieben and Wurst, Johanna and Mozgova, Iryna and Lachmayer, Roland}, year={2022} }","short":"J. Schneider, W. Scheidel, J. Wurst, I. Mozgova, R. Lachmayer, in: 2022.","apa":"Schneider, J., Scheidel, W., Wurst, J., Mozgova, I., &#38; Lachmayer, R. (2022). <i>Comparative Evaluation of Product and Service Solutions in the Context of Product-Service Systems and Technical Inheritance</i>. <a href=\"https://doi.org/10.1007/978-3-030-94335-6_23\">https://doi.org/10.1007/978-3-030-94335-6_23</a>","ieee":"J. Schneider, W. Scheidel, J. Wurst, I. Mozgova, and R. 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In: ; 2022. doi:<a href=\"https://doi.org/10.1007/978-3-030-94335-6_23\">https://doi.org/10.1007/978-3-030-94335-6_23</a>"},"date_updated":"2023-05-05T11:56:36Z","date_created":"2023-05-05T11:41:41Z","author":[{"full_name":"Schneider, Jannik","last_name":"Schneider","first_name":"Jannik"},{"first_name":"Wieben","full_name":"Scheidel, Wieben","last_name":"Scheidel"},{"full_name":"Wurst, Johanna","last_name":"Wurst","first_name":"Johanna"},{"last_name":"Mozgova","id":"95903","full_name":"Mozgova, Iryna","first_name":"Iryna"},{"first_name":"Roland","full_name":"Lachmayer, Roland","last_name":"Lachmayer"}],"title":"Comparative Evaluation of Product and Service Solutions in the Context of Product-Service Systems and Technical Inheritance","doi":"https://doi.org/10.1007/978-3-030-94335-6_23"},{"_id":"44515","user_id":"95903","department":[{"_id":"741"}],"language":[{"iso":"eng"}],"type":"conference","status":"public","date_updated":"2023-05-05T11:55:35Z","date_created":"2023-05-05T11:49:43Z","author":[{"full_name":"Herrmann, Kevin","last_name":"Herrmann","first_name":"Kevin"},{"full_name":"Bode, Behrend","last_name":"Bode","first_name":"Behrend"},{"full_name":"Wurst, Johanna","last_name":"Wurst","first_name":"Johanna"},{"first_name":"Paul","full_name":"Gembarski, Paul","last_name":"Gembarski"},{"first_name":"Iryna","last_name":"Mozgova","full_name":"Mozgova, Iryna","id":"95903"},{"first_name":"Roland","full_name":"Lachmayer, Roland","last_name":"Lachmayer"}],"title":"Quantification of the material-related environmental impact of topology-optimized multi-material components","doi":"10.35199/dfx2022.01","quality_controlled":"1","year":"2022","citation":{"apa":"Herrmann, K., Bode, B., Wurst, J., Gembarski, P., Mozgova, I., &#38; Lachmayer, R. (2022). <i>Quantification of the material-related environmental impact of topology-optimized multi-material components</i>. <a href=\"https://doi.org/10.35199/dfx2022.01\">https://doi.org/10.35199/dfx2022.01</a>","bibtex":"@inproceedings{Herrmann_Bode_Wurst_Gembarski_Mozgova_Lachmayer_2022, title={Quantification of the material-related environmental impact of topology-optimized multi-material components}, DOI={<a href=\"https://doi.org/10.35199/dfx2022.01\">10.35199/dfx2022.01</a>}, author={Herrmann, Kevin and Bode, Behrend and Wurst, Johanna and Gembarski, Paul and Mozgova, Iryna and Lachmayer, Roland}, year={2022} }","short":"K. Herrmann, B. Bode, J. Wurst, P. Gembarski, I. Mozgova, R. Lachmayer, in: 2022.","mla":"Herrmann, Kevin, et al. <i>Quantification of the Material-Related Environmental Impact of Topology-Optimized Multi-Material Components</i>. 2022, doi:<a href=\"https://doi.org/10.35199/dfx2022.01\">10.35199/dfx2022.01</a>.","ama":"Herrmann K, Bode B, Wurst J, Gembarski P, Mozgova I, Lachmayer R. Quantification of the material-related environmental impact of topology-optimized multi-material components. In: ; 2022. doi:<a href=\"https://doi.org/10.35199/dfx2022.01\">10.35199/dfx2022.01</a>","ieee":"K. Herrmann, B. Bode, J. Wurst, P. Gembarski, I. Mozgova, and R. Lachmayer, “Quantification of the material-related environmental impact of topology-optimized multi-material components,” 2022, doi: <a href=\"https://doi.org/10.35199/dfx2022.01\">10.35199/dfx2022.01</a>.","chicago":"Herrmann, Kevin, Behrend Bode, Johanna Wurst, Paul Gembarski, Iryna Mozgova, and Roland Lachmayer. “Quantification of the Material-Related Environmental Impact of Topology-Optimized Multi-Material Components,” 2022. <a href=\"https://doi.org/10.35199/dfx2022.01\">https://doi.org/10.35199/dfx2022.01</a>."}},{"language":[{"iso":"eng"}],"_id":"44517","department":[{"_id":"741"}],"user_id":"95903","status":"public","type":"conference","title":"Sustainability Assessment of Products manufactured by the Laser Powder Bed Fusion (LPBF) Process","doi":"10.1016/j.procir.2022.02.040","date_updated":"2023-05-05T11:55:06Z","date_created":"2023-05-05T11:54:50Z","author":[{"last_name":"Wurst","full_name":"Wurst, Johanna","first_name":"Johanna"},{"first_name":"Iryna","last_name":"Mozgova","full_name":"Mozgova, Iryna","id":"95903"},{"first_name":"Roland","last_name":"Lachmayer","full_name":"Lachmayer, Roland"}],"year":"2022","citation":{"chicago":"Wurst, Johanna, Iryna Mozgova, and Roland Lachmayer. “Sustainability Assessment of Products Manufactured by the Laser Powder Bed Fusion (LPBF) Process,” 2022. <a href=\"https://doi.org/10.1016/j.procir.2022.02.040\">https://doi.org/10.1016/j.procir.2022.02.040</a>.","ieee":"J. Wurst, I. Mozgova, and R. Lachmayer, “Sustainability Assessment of Products manufactured by the Laser Powder Bed Fusion (LPBF) Process,” 2022, doi: <a href=\"https://doi.org/10.1016/j.procir.2022.02.040\">10.1016/j.procir.2022.02.040</a>.","ama":"Wurst J, Mozgova I, Lachmayer R. Sustainability Assessment of Products manufactured by the Laser Powder Bed Fusion (LPBF) Process. In: ; 2022. doi:<a href=\"https://doi.org/10.1016/j.procir.2022.02.040\">10.1016/j.procir.2022.02.040</a>","short":"J. Wurst, I. Mozgova, R. Lachmayer, in: 2022.","bibtex":"@inproceedings{Wurst_Mozgova_Lachmayer_2022, title={Sustainability Assessment of Products manufactured by the Laser Powder Bed Fusion (LPBF) Process}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2022.02.040\">10.1016/j.procir.2022.02.040</a>}, author={Wurst, Johanna and Mozgova, Iryna and Lachmayer, Roland}, year={2022} }","mla":"Wurst, Johanna, et al. <i>Sustainability Assessment of Products Manufactured by the Laser Powder Bed Fusion (LPBF) Process</i>. 2022, doi:<a href=\"https://doi.org/10.1016/j.procir.2022.02.040\">10.1016/j.procir.2022.02.040</a>.","apa":"Wurst, J., Mozgova, I., &#38; Lachmayer, R. (2022). <i>Sustainability Assessment of Products manufactured by the Laser Powder Bed Fusion (LPBF) Process</i>. <a href=\"https://doi.org/10.1016/j.procir.2022.02.040\">https://doi.org/10.1016/j.procir.2022.02.040</a>"},"quality_controlled":"1"},{"status":"public","type":"conference","language":[{"iso":"eng"}],"_id":"44516","user_id":"95903","department":[{"_id":"741"}],"year":"2022","citation":{"ama":"Schneider J, Mozgova I, Lachmayer R. Life cycle cost impact of maintenance networks for product-service system fleets. In: ; 2022. doi:<a href=\"https://doi.org/10.1016/j.procir.2022.02.087\">10.1016/j.procir.2022.02.087</a>","ieee":"J. Schneider, I. Mozgova, and R. Lachmayer, “Life cycle cost impact of maintenance networks for product-service system fleets,” 2022, doi: <a href=\"https://doi.org/10.1016/j.procir.2022.02.087\">10.1016/j.procir.2022.02.087</a>.","chicago":"Schneider, Jannik, Iryna Mozgova, and Roland Lachmayer. “Life Cycle Cost Impact of Maintenance Networks for Product-Service System Fleets,” 2022. <a href=\"https://doi.org/10.1016/j.procir.2022.02.087\">https://doi.org/10.1016/j.procir.2022.02.087</a>.","mla":"Schneider, Jannik, et al. <i>Life Cycle Cost Impact of Maintenance Networks for Product-Service System Fleets</i>. 2022, doi:<a href=\"https://doi.org/10.1016/j.procir.2022.02.087\">10.1016/j.procir.2022.02.087</a>.","bibtex":"@inproceedings{Schneider_Mozgova_Lachmayer_2022, title={Life cycle cost impact of maintenance networks for product-service system fleets}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2022.02.087\">10.1016/j.procir.2022.02.087</a>}, author={Schneider, Jannik and Mozgova, Iryna and Lachmayer, Roland}, year={2022} }","short":"J. 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