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(2022). Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications. <i>Proceedings of the IEEE</i>. IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS). <a href=\"https://doi.org/10.1109/icps51978.2022.9816871\">https://doi.org/10.1109/icps51978.2022.9816871</a>","mla":"Merkelbach, Silke, et al. “Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications.” <i>Proceedings of the IEEE</i>, IEEE, 2022, doi:<a href=\"https://doi.org/10.1109/icps51978.2022.9816871\">10.1109/icps51978.2022.9816871</a>.","bibtex":"@inproceedings{Merkelbach_von Enzberg_Kuhn_Dumitrescu_2022, title={Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications}, DOI={<a href=\"https://doi.org/10.1109/icps51978.2022.9816871\">10.1109/icps51978.2022.9816871</a>}, booktitle={Proceedings of the IEEE}, publisher={IEEE}, author={Merkelbach, Silke and von Enzberg, Sebastian and Kuhn, Arno and Dumitrescu, Roman}, year={2022} }","short":"S. Merkelbach, S. von Enzberg, A. Kuhn, R. Dumitrescu, in: Proceedings of the IEEE, IEEE, 2022.","ama":"Merkelbach S, von Enzberg S, Kuhn A, Dumitrescu R. Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications. In: <i>Proceedings of the IEEE</i>. IEEE; 2022. doi:<a href=\"https://doi.org/10.1109/icps51978.2022.9816871\">10.1109/icps51978.2022.9816871</a>","chicago":"Merkelbach, Silke, Sebastian von Enzberg, Arno Kuhn, and Roman Dumitrescu. “Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications.” In <i>Proceedings of the IEEE</i>. IEEE, 2022. <a href=\"https://doi.org/10.1109/icps51978.2022.9816871\">https://doi.org/10.1109/icps51978.2022.9816871</a>.","ieee":"S. Merkelbach, S. von Enzberg, A. Kuhn, and R. Dumitrescu, “Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications,” presented at the IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS), 2022, doi: <a href=\"https://doi.org/10.1109/icps51978.2022.9816871\">10.1109/icps51978.2022.9816871</a>."},"year":"2022"},{"language":[{"iso":"eng"}],"_id":"33557","department":[{"_id":"563"}],"user_id":"15782","status":"public","publication":"Proceedings of NordDesign 2022","type":"conference","title":"Systematics for the individual assessment of augmented reality potentials to support product validation","doi":"10.35199/norddesign2022.12","conference":{"start_date":"2022-08-16","end_date":"2022-08-18"},"publisher":"The Design Society","date_updated":"2022-10-07T11:21:16Z","author":[{"first_name":"Daniel","full_name":"Eckertz, Daniel","last_name":"Eckertz"},{"first_name":"Harald","last_name":"Anacker","full_name":"Anacker, Harald"},{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"}],"date_created":"2022-10-07T11:19:28Z","year":"2022","citation":{"apa":"Eckertz, D., Anacker, H., &#38; Dumitrescu, R. (2022). Systematics for the individual assessment of augmented reality potentials to support product validation. <i>Proceedings of NordDesign 2022</i>. <a href=\"https://doi.org/10.35199/norddesign2022.12\">https://doi.org/10.35199/norddesign2022.12</a>","mla":"Eckertz, Daniel, et al. “Systematics for the Individual Assessment of Augmented Reality Potentials to Support Product Validation.” <i>Proceedings of NordDesign 2022</i>, The Design Society, 2022, doi:<a href=\"https://doi.org/10.35199/norddesign2022.12\">10.35199/norddesign2022.12</a>.","bibtex":"@inproceedings{Eckertz_Anacker_Dumitrescu_2022, title={Systematics for the individual assessment of augmented reality potentials to support product validation}, DOI={<a href=\"https://doi.org/10.35199/norddesign2022.12\">10.35199/norddesign2022.12</a>}, booktitle={Proceedings of NordDesign 2022}, publisher={The Design Society}, author={Eckertz, Daniel and Anacker, Harald and Dumitrescu, Roman}, year={2022} }","short":"D. Eckertz, H. Anacker, R. Dumitrescu, in: Proceedings of NordDesign 2022, The Design Society, 2022.","ieee":"D. Eckertz, H. Anacker, and R. Dumitrescu, “Systematics for the individual assessment of augmented reality potentials to support product validation,” 2022, doi: <a href=\"https://doi.org/10.35199/norddesign2022.12\">10.35199/norddesign2022.12</a>.","chicago":"Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Systematics for the Individual Assessment of Augmented Reality Potentials to Support Product Validation.” In <i>Proceedings of NordDesign 2022</i>. The Design Society, 2022. <a href=\"https://doi.org/10.35199/norddesign2022.12\">https://doi.org/10.35199/norddesign2022.12</a>.","ama":"Eckertz D, Anacker H, Dumitrescu R. Systematics for the individual assessment of augmented reality potentials to support product validation. In: <i>Proceedings of NordDesign 2022</i>. The Design Society; 2022. doi:<a href=\"https://doi.org/10.35199/norddesign2022.12\">10.35199/norddesign2022.12</a>"},"publication_status":"published"},{"year":"2022","citation":{"apa":"Wilke, D., Pfeifer, S., Heitmann, R., Anacker, H., Dumitrescu, R., &#38; Franke, V. (n.d.). Implementation of Systems Engineering: A maturity-based approach. <i>Proceedings of the IEEE ISSE </i>. 8th IEEE International Symposium on Systems Engineering, Wien, Österreich.","mla":"Wilke, Daria, et al. “Implementation of Systems Engineering: A Maturity-Based Approach.” <i>Proceedings of the IEEE ISSE </i>.","bibtex":"@inproceedings{Wilke_Pfeifer_Heitmann_Anacker_Dumitrescu_Franke, title={Implementation of Systems Engineering: A maturity-based approach}, booktitle={Proceedings of the IEEE ISSE }, author={Wilke, Daria and Pfeifer, Stefan and Heitmann, Rebecca  and Anacker, Harald  and Dumitrescu, Roman and Franke, Volker } }","short":"D. Wilke, S. Pfeifer, R. Heitmann, H. Anacker, R. Dumitrescu, V. Franke, in: Proceedings of the IEEE ISSE , n.d.","ieee":"D. Wilke, S. Pfeifer, R. Heitmann, H. Anacker, R. Dumitrescu, and V. Franke, “Implementation of Systems Engineering: A maturity-based approach,” presented at the 8th IEEE International Symposium on Systems Engineering, Wien, Österreich.","chicago":"Wilke, Daria, Stefan Pfeifer, Rebecca  Heitmann, Harald  Anacker, Roman Dumitrescu, and Volker  Franke. “Implementation of Systems Engineering: A Maturity-Based Approach.” In <i>Proceedings of the IEEE ISSE </i>, n.d.","ama":"Wilke D, Pfeifer S, Heitmann R, Anacker H, Dumitrescu R, Franke V. Implementation of Systems Engineering: A maturity-based approach. In: <i>Proceedings of the IEEE ISSE </i>."},"status":"public","publication_status":"accepted","type":"conference","publication":"Proceedings of the IEEE ISSE ","title":"Implementation of Systems Engineering: A maturity-based approach","conference":{"start_date":"2022-10-24","name":"8th IEEE International Symposium on Systems Engineering","location":"Wien, Österreich","end_date":"2022-10-26"},"language":[{"iso":"eng"}],"date_updated":"2022-10-07T11:29:53Z","_id":"33558","author":[{"last_name":"Wilke","full_name":"Wilke, Daria","first_name":"Daria"},{"full_name":"Pfeifer, Stefan","last_name":"Pfeifer","first_name":"Stefan"},{"first_name":"Rebecca ","full_name":"Heitmann, Rebecca ","last_name":"Heitmann"},{"full_name":"Anacker, Harald ","last_name":"Anacker","first_name":"Harald "},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"},{"full_name":"Franke, Volker ","last_name":"Franke","first_name":"Volker "}],"user_id":"15782","date_created":"2022-10-07T11:29:48Z","department":[{"_id":"563"}]},{"status":"public","abstract":[{"text":"<jats:p>Im Rahmen dieser Studie wird der Status Quo des KI-Einsatzes in der industriellen Arbeitswelt in der Region OstWestfalenLippe erfasst und beschrieben. Dadurch wird eine Grundlage geschaffen, um eine zielführende Unterstützung der Gestaltung von durch Künstliche Intelligenz (KI) gestützter Arbeitsprozesse in Unternehmen zu ermöglichen, indem beispielsweise bedarfsbezogene Maßnahmen entwickelt und durchgeführt sowie weiterer Forschungsbedarf aufgezeigt wird.  Die Befragung wurde im Jahr 2021 von dem Kompetenzzentrum Arbeitswelt.Plus sowie dem Spitzencluster it’s OWL initiiert. Dabei sind drei Zielgruppen – Unternehmensleitung, Personalabteilung (HR) sowie Arbeitnehmer*innen – adressiert worden. Insgesamt nahmen 317 Personen aus 89 verschiedenen Unternehmen bzw. Organisationen an der Befragung teil – zu 38 % Unternehmer*innen, zu 13 % Personaler*innen und zu 49 % Arbeitnehmer*innen. Die meisten der Teilnehmenden stammten aus der Elektroindustrie, dem Maschinenbau sowie dem Informations- und Kommunikationstechnologie (IKT)-Sektor.  Die Befragungsergebnisse zeigen, dass sich die meisten Unternehmen in der Anfangsphase der KI-Nutzung befinden. Zwischen einzelnen Unternehmensbereichen und verschiedenen Branchen zeigen sich gewisse Unterschiede in der Nutzungsphase. Die Befragten stehen aktuell vor der Nutzung von vor allem teilautonomen KI-Systemen, die ausführende und analytische menschliche Tätigkeitenbeispielsweise durch Informationsbereitstellungen unterstützen. Wesentliche Ziele der KI-Nutzung sind die Effizienzsteigerung, Qualitätsverbesserung, Entscheidungsoptimierung sowie Unterstützung der Arbeitnehmer*innen. Allerdings werden in allen Unternehmen die fehlende Expertise sowie insgesamt die Komplexität des Themenfelds als Hinderungsgründe identifiziert.  In allen Unternehmen und allen Unternehmensbereichen werden hohe Auswirkungen durch KI erwartet. Auf die Arbeitsgestaltung werden insgesamt eher positive Auswirkungen erwartet. Die Befragten schätzen die Bedeutung von KI, ihre Aufgeschlossenheit sowie ihr Vertrauen gegenüber KI als insgesamt hoch ein, ihr Verständnis von KI dagegen eher als gering. Tendenziell zeigt sich eine große Diskrepanz zwischen Selbst- und Fremdbild mit einer teils deutlich negativeren Wahrnehmung anderer. Die Befragten erwarten außerdem steigende Kompetenzanforderungen sowie einen hohen Weiterbildungsbedarf, insbesondere bezüglich des grundlegenden Verständnisses über KI. In den wenigsten Unternehmen existiert jedoch ein gezieltes Weiterbildungsangebot.  Die Erkenntnisse aus der Befragung fließen im Rahmen des Kompetenzzentrums Arbeitswelt.Plus in die gezielte Gestaltung und Einführung KI-gestützter Arbeitsformen sowie bedarfsgerechter Unterstützungsangebote ein. Die hohe Komplexität der KI-Einführung sowie die sowohl technischen als auch mitarbeiterbezogenen Herausforderungen verdeutlichen den Bedarf für eine soziotechnische Perspektive und ein systematisches Vorgehen bei der Gestaltung dieses vielschichtigen Themenfelds.</jats:p>","lang":"eng"}],"type":"report","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"33702","citation":{"chicago":"Papenkordt, Jörg, Stefan Gabriel, Kirsten Thommes, and Roman Dumitrescu. <i>Künstliche Intelligenz in Der Industriellen Arbeitswelt - Studie Zum Status Quo in Der Region OstWestfalenLippe</i>. Kompetenzzentrum Arbeitswelt.Plus, 2022. <a href=\"https://doi.org/10.55594/tmao3234\">https://doi.org/10.55594/tmao3234</a>.","ieee":"J. Papenkordt, S. Gabriel, K. Thommes, and R. Dumitrescu, <i>Künstliche Intelligenz in der industriellen Arbeitswelt - Studie zum Status Quo in der Region OstWestfalenLippe</i>. Kompetenzzentrum Arbeitswelt.Plus, 2022.","ama":"Papenkordt J, Gabriel S, Thommes K, Dumitrescu R. <i>Künstliche Intelligenz in Der Industriellen Arbeitswelt - Studie Zum Status Quo in Der Region OstWestfalenLippe</i>. Kompetenzzentrum Arbeitswelt.Plus; 2022. doi:<a href=\"https://doi.org/10.55594/tmao3234\">10.55594/tmao3234</a>","bibtex":"@book{Papenkordt_Gabriel_Thommes_Dumitrescu_2022, title={Künstliche Intelligenz in der industriellen Arbeitswelt - Studie zum Status Quo in der Region OstWestfalenLippe}, DOI={<a href=\"https://doi.org/10.55594/tmao3234\">10.55594/tmao3234</a>}, publisher={Kompetenzzentrum Arbeitswelt.Plus}, author={Papenkordt, Jörg and Gabriel, Stefan and Thommes, Kirsten and Dumitrescu, Roman}, year={2022} }","mla":"Papenkordt, Jörg, et al. <i>Künstliche Intelligenz in Der Industriellen Arbeitswelt - Studie Zum Status Quo in Der Region OstWestfalenLippe</i>. Kompetenzzentrum Arbeitswelt.Plus, 2022, doi:<a href=\"https://doi.org/10.55594/tmao3234\">10.55594/tmao3234</a>.","short":"J. Papenkordt, S. Gabriel, K. Thommes, R. Dumitrescu, Künstliche Intelligenz in Der Industriellen Arbeitswelt - Studie Zum Status Quo in Der Region OstWestfalenLippe, Kompetenzzentrum Arbeitswelt.Plus, 2022.","apa":"Papenkordt, J., Gabriel, S., Thommes, K., &#38; Dumitrescu, R. (2022). <i>Künstliche Intelligenz in der industriellen Arbeitswelt - Studie zum Status Quo in der Region OstWestfalenLippe</i>. Kompetenzzentrum Arbeitswelt.Plus. <a href=\"https://doi.org/10.55594/tmao3234\">https://doi.org/10.55594/tmao3234</a>"},"year":"2022","publication_status":"published","doi":"10.55594/tmao3234","title":"Künstliche Intelligenz in der industriellen Arbeitswelt - Studie zum Status Quo in der Region OstWestfalenLippe","author":[{"first_name":"Jörg","last_name":"Papenkordt","full_name":"Papenkordt, Jörg"},{"full_name":"Gabriel, Stefan","last_name":"Gabriel","first_name":"Stefan"},{"first_name":"Kirsten","full_name":"Thommes, Kirsten","last_name":"Thommes"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"}],"date_created":"2022-10-12T11:22:01Z","date_updated":"2022-10-12T11:25:48Z","publisher":"Kompetenzzentrum Arbeitswelt.Plus"},{"publication_identifier":{"issn":["2511-0896","0947-0085"]},"publication_status":"published","page":"427-431","intvolume":"       117","citation":{"apa":"Kharatyan, A., Humpert, L., Anacker, H., Dumitrescu, R., Wäschle, M., Albers, A., &#38; Horstmeyer, S. (2022). Künstliche Intelligenz im Engineering. <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i>, <i>117</i>(6), 427–431. <a href=\"https://doi.org/10.1515/zwf-2022-1074\">https://doi.org/10.1515/zwf-2022-1074</a>","mla":"Kharatyan, Aschot, et al. “Künstliche Intelligenz Im Engineering.” <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i>, vol. 117, no. 6, Walter de Gruyter GmbH, 2022, pp. 427–31, doi:<a href=\"https://doi.org/10.1515/zwf-2022-1074\">10.1515/zwf-2022-1074</a>.","bibtex":"@article{Kharatyan_Humpert_Anacker_Dumitrescu_Wäschle_Albers_Horstmeyer_2022, title={Künstliche Intelligenz im Engineering}, volume={117}, DOI={<a href=\"https://doi.org/10.1515/zwf-2022-1074\">10.1515/zwf-2022-1074</a>}, number={6}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter de Gruyter GmbH}, author={Kharatyan, Aschot and Humpert, Lynn and Anacker, Harald and Dumitrescu, Roman and Wäschle, Moritz and Albers, Albert and Horstmeyer, Sarah}, year={2022}, pages={427–431} }","short":"A. Kharatyan, L. Humpert, H. Anacker, R. Dumitrescu, M. Wäschle, A. Albers, S. Horstmeyer, Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117 (2022) 427–431.","ama":"Kharatyan A, Humpert L, Anacker H, et al. Künstliche Intelligenz im Engineering. <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>. 2022;117(6):427-431. doi:<a href=\"https://doi.org/10.1515/zwf-2022-1074\">10.1515/zwf-2022-1074</a>","ieee":"A. Kharatyan <i>et al.</i>, “Künstliche Intelligenz im Engineering,” <i>Zeitschrift für wirtschaftlichen Fabrikbetrieb</i>, vol. 117, no. 6, pp. 427–431, 2022, doi: <a href=\"https://doi.org/10.1515/zwf-2022-1074\">10.1515/zwf-2022-1074</a>.","chicago":"Kharatyan, Aschot, Lynn Humpert, Harald Anacker, Roman Dumitrescu, Moritz Wäschle, Albert Albers, and Sarah Horstmeyer. “Künstliche Intelligenz Im Engineering.” <i>Zeitschrift Für Wirtschaftlichen Fabrikbetrieb</i> 117, no. 6 (2022): 427–31. <a href=\"https://doi.org/10.1515/zwf-2022-1074\">https://doi.org/10.1515/zwf-2022-1074</a>."},"date_updated":"2022-10-12T11:23:58Z","volume":117,"author":[{"full_name":"Kharatyan, Aschot","last_name":"Kharatyan","first_name":"Aschot"},{"last_name":"Humpert","full_name":"Humpert, Lynn","first_name":"Lynn"},{"first_name":"Harald","full_name":"Anacker, Harald","last_name":"Anacker"},{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"},{"first_name":"Moritz","last_name":"Wäschle","full_name":"Wäschle, Moritz"},{"full_name":"Albers, Albert","last_name":"Albers","first_name":"Albert"},{"first_name":"Sarah","full_name":"Horstmeyer, Sarah","last_name":"Horstmeyer"}],"doi":"10.1515/zwf-2022-1074","type":"journal_article","status":"public","_id":"33701","department":[{"_id":"563"}],"user_id":"15782","alternative_title":["Menschorientiere Analyse von Potenzialen am Beispiel vom Sondermaschinenbau"],"issue":"6","year":"2022","publisher":"Walter de Gruyter GmbH","date_created":"2022-10-12T11:16:34Z","title":"Künstliche Intelligenz im Engineering","publication":"Zeitschrift für wirtschaftlichen Fabrikbetrieb","abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title>\r\n               <jats:p>Künstliche Intelligenz bietet großes Potenzial im Engineering. Der Einsatz gestattet insbesondere für Wissensarbeiter eine effiziente Arbeitsteilung, in der beispielsweise fehleranfällige und repetitive Aktivitäten unterstützt werden. Eine erfolgreiche Einführung bedarf einer vorangehenden Analyse von nutzenstiftenden Einsatzpotenzialen, bei der alle Anwendenden frühzeitig einbezogen werden. Der folgende Beitrag verdeutlicht dieses Vorgehen anhand eines realen Beispiels im Sondermaschinenbau.</jats:p>"}],"keyword":["Management Science and Operations Research","Strategy and Management","General Engineering"],"language":[{"iso":"eng"}]},{"title":"Planning the Analysis of Use Phase Data in Product Planning","doi":"10.1017/pds.2022.77","date_updated":"2022-10-13T07:52:40Z","publisher":"Cambridge University Press (CUP)","volume":2,"author":[{"full_name":"Meyer, Maurice","id":"77201","orcid":"0000-0003-0606-7321","last_name":"Meyer","first_name":"Maurice"},{"first_name":"Ingrid","full_name":"Wiederkehr, Ingrid","id":"38169","last_name":"Wiederkehr"},{"last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian","id":"43136","first_name":"Christian"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"date_created":"2022-10-13T07:46:43Z","year":"2022","intvolume":"         2","page":"753-762","citation":{"mla":"Meyer, Maurice, et al. “Planning the Analysis of Use Phase Data in Product Planning.” <i>Proceedings of the Design Society</i>, vol. 2, Cambridge University Press (CUP), 2022, pp. 753–62, doi:<a href=\"https://doi.org/10.1017/pds.2022.77\">10.1017/pds.2022.77</a>.","bibtex":"@article{Meyer_Wiederkehr_Koldewey_Dumitrescu_2022, title={Planning the Analysis of Use Phase Data in Product Planning}, volume={2}, DOI={<a href=\"https://doi.org/10.1017/pds.2022.77\">10.1017/pds.2022.77</a>}, journal={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Meyer, Maurice and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}, year={2022}, pages={753–762} }","short":"M. Meyer, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Proceedings of the Design Society 2 (2022) 753–762.","apa":"Meyer, M., Wiederkehr, I., Koldewey, C., &#38; Dumitrescu, R. (2022). Planning the Analysis of Use Phase Data in Product Planning. <i>Proceedings of the Design Society</i>, <i>2</i>, 753–762. <a href=\"https://doi.org/10.1017/pds.2022.77\">https://doi.org/10.1017/pds.2022.77</a>","chicago":"Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Planning the Analysis of Use Phase Data in Product Planning.” <i>Proceedings of the Design Society</i> 2 (2022): 753–62. <a href=\"https://doi.org/10.1017/pds.2022.77\">https://doi.org/10.1017/pds.2022.77</a>.","ieee":"M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Planning the Analysis of Use Phase Data in Product Planning,” <i>Proceedings of the Design Society</i>, vol. 2, pp. 753–762, 2022, doi: <a href=\"https://doi.org/10.1017/pds.2022.77\">10.1017/pds.2022.77</a>.","ama":"Meyer M, Wiederkehr I, Koldewey C, Dumitrescu R. Planning the Analysis of Use Phase Data in Product Planning. <i>Proceedings of the Design Society</i>. 2022;2:753-762. doi:<a href=\"https://doi.org/10.1017/pds.2022.77\">10.1017/pds.2022.77</a>"},"publication_identifier":{"issn":["2732-527X"]},"publication_status":"published","language":[{"iso":"eng"}],"_id":"33705","department":[{"_id":"563"}],"user_id":"77201","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>The ongoing digitalization of products offers product managers new potentials to plan future product generations based on data from the use phase instead of assumptions. However, product managers often face difficulties in identifying promising opportunities for analyzing use phase data. In this paper, we propose a method for planning the analysis of use phase data in product planning. It leads product managers from the identification of promising investigation needs to the derivation of specific use cases. The application of the method is shown using the example of a manufacturing company.</jats:p>","lang":"eng"}],"status":"public","publication":"Proceedings of the Design Society","type":"journal_article"},{"status":"public","abstract":[{"lang":"eng","text":"The megatrend digitalization turns mechatronic products into continuous collectors and generators of use phase data. By analyzing this data, manufacturers can uncover valuable insights about the products and the users. Especially in product planning, these insights could be used to plan promising future product generations. The systematic exploitation of data analytics results, however, represents a serious challenge, as research on the topic is still scarce. In this paper, we present 13 design principles for exploiting data analytics results in product planning. The results are based on a systematic literature review and a workshop with a research consortium. The evaluation of the design principles is demonstrated with a real case of a manufacturing company. The identified design principles represent a first contribution to a still scarcely explored research field."}],"publication":" AMCIS 2022 Proceedings","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"77201","_id":"33708","citation":{"apa":"Meyer, M., Fichtler, T., Koldewey, C., &#38; Dumitrescu, R. (2022). How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning. <i> AMCIS 2022 Proceedings</i>. AMCIS 2022, Minneapolis.","mla":"Meyer, Maurice, et al. “How Can Data Analytics Results Be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning.” <i> AMCIS 2022 Proceedings</i>, 2022.","bibtex":"@inproceedings{Meyer_Fichtler_Koldewey_Dumitrescu_2022, place={Minneapolis}, title={How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning}, booktitle={ AMCIS 2022 Proceedings}, author={Meyer, Maurice and Fichtler, Timm and Koldewey, Christian and Dumitrescu, Roman}, year={2022} }","short":"M. Meyer, T. Fichtler, C. Koldewey, R. Dumitrescu, in:  AMCIS 2022 Proceedings, Minneapolis, 2022.","ieee":"M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning,” presented at the AMCIS 2022, Minneapolis, 2022.","chicago":"Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu. “How Can Data Analytics Results Be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning.” In <i> AMCIS 2022 Proceedings</i>. Minneapolis, 2022.","ama":"Meyer M, Fichtler T, Koldewey C, Dumitrescu R. How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning. In: <i> AMCIS 2022 Proceedings</i>. ; 2022."},"place":"Minneapolis","year":"2022","publication_status":"published","conference":{"location":"Minneapolis","name":"AMCIS 2022"},"title":"How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning","author":[{"first_name":"Maurice","full_name":"Meyer, Maurice","id":"77201","orcid":"0000-0003-0606-7321","last_name":"Meyer"},{"first_name":"Timm","full_name":"Fichtler, Timm","id":"66731","last_name":"Fichtler"},{"first_name":"Christian","full_name":"Koldewey, Christian","id":"43136","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"}],"date_created":"2022-10-13T07:51:09Z","date_updated":"2022-10-13T07:51:15Z"},{"status":"public","type":"journal_article","publication":"Procedia CIRP","language":[{"iso":"eng"}],"keyword":["General Medicine"],"user_id":"77201","department":[{"_id":"563"}],"_id":"33707","citation":{"chicago":"Meyer, Maurice, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies.” <i>Procedia CIRP</i> 107 (2022): 1053–58. <a href=\"https://doi.org/10.1016/j.procir.2022.05.107\">https://doi.org/10.1016/j.procir.2022.05.107</a>.","ieee":"M. Meyer, M. Panzner, C. Koldewey, and R. Dumitrescu, “17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies,” <i>Procedia CIRP</i>, vol. 107, pp. 1053–1058, 2022, doi: <a href=\"https://doi.org/10.1016/j.procir.2022.05.107\">10.1016/j.procir.2022.05.107</a>.","ama":"Meyer M, Panzner M, Koldewey C, Dumitrescu R. 17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies. <i>Procedia CIRP</i>. 2022;107:1053-1058. doi:<a href=\"https://doi.org/10.1016/j.procir.2022.05.107\">10.1016/j.procir.2022.05.107</a>","apa":"Meyer, M., Panzner, M., Koldewey, C., &#38; Dumitrescu, R. (2022). 17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies. <i>Procedia CIRP</i>, <i>107</i>, 1053–1058. <a href=\"https://doi.org/10.1016/j.procir.2022.05.107\">https://doi.org/10.1016/j.procir.2022.05.107</a>","bibtex":"@article{Meyer_Panzner_Koldewey_Dumitrescu_2022, title={17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies}, volume={107}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2022.05.107\">10.1016/j.procir.2022.05.107</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Meyer, Maurice and Panzner, Melina and Koldewey, Christian and Dumitrescu, Roman}, year={2022}, pages={1053–1058} }","mla":"Meyer, Maurice, et al. “17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies.” <i>Procedia CIRP</i>, vol. 107, Elsevier BV, 2022, pp. 1053–58, doi:<a href=\"https://doi.org/10.1016/j.procir.2022.05.107\">10.1016/j.procir.2022.05.107</a>.","short":"M. Meyer, M. Panzner, C. Koldewey, R. Dumitrescu, Procedia CIRP 107 (2022) 1053–1058."},"page":"1053-1058","intvolume":"       107","year":"2022","publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"doi":"10.1016/j.procir.2022.05.107","title":"17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies","date_created":"2022-10-13T07:48:02Z","author":[{"orcid":"0000-0003-0606-7321","last_name":"Meyer","id":"77201","full_name":"Meyer, Maurice","first_name":"Maurice"},{"first_name":"Melina","full_name":"Panzner, Melina","id":"72658","last_name":"Panzner"},{"first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","full_name":"Koldewey, Christian","id":"43136"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"volume":107,"date_updated":"2022-10-13T07:53:45Z","publisher":"Elsevier BV"},{"status":"public","type":"newspaper_article","publication":"arXiv preprint","language":[{"iso":"eng"}],"user_id":"15782","department":[{"_id":"563"}],"publication_date":"2022-09-03","_id":"33709","citation":{"ieee":"C. Wiecher <i>et al.</i>, “Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems,” <i>arXiv preprint</i>, 2022.","chicago":"Wiecher, Carsten , Constantin  Mandel, Matthias  Günther, Jannik  Fischbach, Joel  Greenyer, Matthias  Greinert, Carsten  Wolff, Roman Dumitrescu, Daniel  Mendez, and Albert Albers. “Model-Based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems.” <i>ArXiv Preprint</i>, 2022.","ama":"Wiecher C, Mandel C, Günther M, et al. Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems. <i>arXiv preprint</i>. 2022.","mla":"Wiecher, Carsten, et al. “Model-Based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems.” <i>ArXiv Preprint</i>, 2022.","short":"C. Wiecher, C. Mandel, M. Günther, J. Fischbach, J. Greenyer, M. Greinert, C. Wolff, R. Dumitrescu, D. Mendez, A. Albers, ArXiv Preprint (2022).","bibtex":"@article{Wiecher_Mandel_Günther_Fischbach_Greenyer_Greinert_Wolff_Dumitrescu_Mendez_Albers_2022, title={Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems}, journal={arXiv preprint}, author={Wiecher, Carsten  and Mandel, Constantin  and Günther, Matthias  and Fischbach, Jannik  and Greenyer, Joel  and Greinert, Matthias  and Wolff, Carsten  and Dumitrescu, Roman and Mendez, Daniel  and Albers, Albert}, year={2022} }","apa":"Wiecher, C., Mandel, C., Günther, M., Fischbach, J., Greenyer, J., Greinert, M., Wolff, C., Dumitrescu, R., Mendez, D., &#38; Albers, A. (2022). Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems. <i>ArXiv Preprint</i>."},"year":"2022","publication_status":"published","title":"Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems","author":[{"first_name":"Carsten ","last_name":"Wiecher","full_name":"Wiecher, Carsten "},{"full_name":"Mandel, Constantin ","last_name":"Mandel","first_name":"Constantin "},{"first_name":"Matthias ","full_name":"Günther, Matthias ","last_name":"Günther"},{"full_name":"Fischbach, Jannik ","last_name":"Fischbach","first_name":"Jannik "},{"first_name":"Joel ","full_name":"Greenyer, Joel ","last_name":"Greenyer"},{"first_name":"Matthias ","full_name":"Greinert, Matthias ","last_name":"Greinert"},{"first_name":"Carsten ","full_name":"Wolff, Carsten ","last_name":"Wolff"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"},{"first_name":"Daniel ","last_name":"Mendez","full_name":"Mendez, Daniel "},{"full_name":"Albers, Albert","last_name":"Albers","first_name":"Albert"}],"date_created":"2022-10-13T11:00:09Z","date_updated":"2022-10-13T11:00:14Z"},{"user_id":"15782","department":[{"_id":"563"}],"_id":"33714","language":[{"iso":"eng"}],"keyword":["Economics and Econometrics"],"type":"journal_article","publication":"Journal of the Knowledge Economy","status":"public","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Industry 4.0 promises many potentials in production. Examples are a data-driven optimization of production processes of individual machines, driverless transport systems, and assistance systems. Nevertheless, companies are still hesitant to invest in Industry 4.0 applications. Studies show that one of the main reasons for that is the unclear economic benefit. In this work, we present a systematic approach for the evaluation of Industry 4.0 applications in production. The main goal of the systematic is to create transparency over the evaluation process of an investment in an Industry 4.0 application in production. The evaluation of a concrete technical solution in an existing production system is supported. As a theoretical foundation, a characterization of investments in Industry 4.0 applications is given. From that, a procedure model is derived. It puts the activities to be carried out, the tools to be used and results in a temporal context. The application of the systematic is shown on the basis of an application example.</jats:p>","lang":"eng"}],"date_created":"2022-10-13T11:50:20Z","author":[{"first_name":"Robert","last_name":"Joppen","full_name":"Joppen, Robert"},{"last_name":"Kühn","full_name":"Kühn, Arno","first_name":"Arno"},{"first_name":"Magdalena","full_name":"Förster, Magdalena","last_name":"Förster"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"date_updated":"2022-10-13T11:53:53Z","publisher":"Springer Science and Business Media LLC","doi":"10.1007/s13132-022-00959-2","title":"Evaluation of Industry 4.0 Applications in Production","publication_status":"published","publication_identifier":{"issn":["1868-7865","1868-7873"]},"citation":{"ieee":"R. Joppen, A. Kühn, M. Förster, and R. Dumitrescu, “Evaluation of Industry 4.0 Applications in Production,” <i>Journal of the Knowledge Economy</i>, 2022, doi: <a href=\"https://doi.org/10.1007/s13132-022-00959-2\">10.1007/s13132-022-00959-2</a>.","chicago":"Joppen, Robert, Arno Kühn, Magdalena Förster, and Roman Dumitrescu. “Evaluation of Industry 4.0 Applications in Production.” <i>Journal of the Knowledge Economy</i>, 2022. <a href=\"https://doi.org/10.1007/s13132-022-00959-2\">https://doi.org/10.1007/s13132-022-00959-2</a>.","ama":"Joppen R, Kühn A, Förster M, Dumitrescu R. Evaluation of Industry 4.0 Applications in Production. <i>Journal of the Knowledge Economy</i>. Published online 2022. doi:<a href=\"https://doi.org/10.1007/s13132-022-00959-2\">10.1007/s13132-022-00959-2</a>","apa":"Joppen, R., Kühn, A., Förster, M., &#38; Dumitrescu, R. (2022). Evaluation of Industry 4.0 Applications in Production. <i>Journal of the Knowledge Economy</i>. <a href=\"https://doi.org/10.1007/s13132-022-00959-2\">https://doi.org/10.1007/s13132-022-00959-2</a>","mla":"Joppen, Robert, et al. “Evaluation of Industry 4.0 Applications in Production.” <i>Journal of the Knowledge Economy</i>, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1007/s13132-022-00959-2\">10.1007/s13132-022-00959-2</a>.","short":"R. Joppen, A. Kühn, M. Förster, R. Dumitrescu, Journal of the Knowledge Economy (2022).","bibtex":"@article{Joppen_Kühn_Förster_Dumitrescu_2022, title={Evaluation of Industry 4.0 Applications in Production}, DOI={<a href=\"https://doi.org/10.1007/s13132-022-00959-2\">10.1007/s13132-022-00959-2</a>}, journal={Journal of the Knowledge Economy}, publisher={Springer Science and Business Media LLC}, author={Joppen, Robert and Kühn, Arno and Förster, Magdalena and Dumitrescu, Roman}, year={2022} }"},"year":"2022"},{"abstract":[{"lang":"eng","text":"<jats:title>Abstract</jats:title><jats:p>The development of technical systems requires close cooperation of stakeholders from different disciplines. This collaboration takes place in workshops. Driven by digitalization and by the current pandemic such workshops take place primarily online. Suitable collaboration tools and methods are crucial to success. At the beginning of such workshops, use and damage scenarios are identified. In this paper, we presented a method and tool for identifying and modeling use and damage scenarios, which we evaluated in 14 online workshops with a total of 118 participants over a period of almost 3 years.</jats:p>"}],"status":"public","type":"journal_article","publication":"Proceedings of the Design Society","language":[{"iso":"eng"}],"_id":"33713","user_id":"15782","department":[{"_id":"563"}],"year":"2022","citation":{"mla":"Japs, Sergej, et al. “Collaborative Modeling of Use Case &#38;amp; Damage Scenarios in Online Workshops Using a 3D Environment.” <i>Proceedings of the Design Society</i>, vol. 2, Cambridge University Press (CUP), 2022, pp. 1599–608, doi:<a href=\"https://doi.org/10.1017/pds.2022.162\">10.1017/pds.2022.162</a>.","short":"S. Japs, S. Schmidt, F. Kargl, L. Kaiser, A. Kharatyan, R. Dumitrescu, Proceedings of the Design Society 2 (2022) 1599–1608.","bibtex":"@article{Japs_Schmidt_Kargl_Kaiser_Kharatyan_Dumitrescu_2022, title={Collaborative Modeling of Use Case &#38;amp; Damage Scenarios in Online Workshops Using a 3D Environment}, volume={2}, DOI={<a href=\"https://doi.org/10.1017/pds.2022.162\">10.1017/pds.2022.162</a>}, journal={Proceedings of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Japs, Sergej and Schmidt, Sebastian and Kargl, Frank and Kaiser, Lydia and Kharatyan, Aschot and Dumitrescu, Roman}, year={2022}, pages={1599–1608} }","apa":"Japs, S., Schmidt, S., Kargl, F., Kaiser, L., Kharatyan, A., &#38; Dumitrescu, R. (2022). Collaborative Modeling of Use Case &#38;amp; Damage Scenarios in Online Workshops Using a 3D Environment. <i>Proceedings of the Design Society</i>, <i>2</i>, 1599–1608. <a href=\"https://doi.org/10.1017/pds.2022.162\">https://doi.org/10.1017/pds.2022.162</a>","ama":"Japs S, Schmidt S, Kargl F, Kaiser L, Kharatyan A, Dumitrescu R. Collaborative Modeling of Use Case &#38;amp; Damage Scenarios in Online Workshops Using a 3D Environment. <i>Proceedings of the Design Society</i>. 2022;2:1599-1608. doi:<a href=\"https://doi.org/10.1017/pds.2022.162\">10.1017/pds.2022.162</a>","chicago":"Japs, Sergej, Sebastian Schmidt, Frank Kargl, Lydia Kaiser, Aschot Kharatyan, and Roman Dumitrescu. “Collaborative Modeling of Use Case &#38;amp; Damage Scenarios in Online Workshops Using a 3D Environment.” <i>Proceedings of the Design Society</i> 2 (2022): 1599–1608. <a href=\"https://doi.org/10.1017/pds.2022.162\">https://doi.org/10.1017/pds.2022.162</a>.","ieee":"S. Japs, S. Schmidt, F. Kargl, L. Kaiser, A. Kharatyan, and R. Dumitrescu, “Collaborative Modeling of Use Case &#38;amp; Damage Scenarios in Online Workshops Using a 3D Environment,” <i>Proceedings of the Design Society</i>, vol. 2, pp. 1599–1608, 2022, doi: <a href=\"https://doi.org/10.1017/pds.2022.162\">10.1017/pds.2022.162</a>."},"intvolume":"         2","page":"1599-1608","publication_status":"published","publication_identifier":{"issn":["2732-527X"]},"title":"Collaborative Modeling of Use Case &amp; Damage Scenarios in Online Workshops Using a 3D Environment","doi":"10.1017/pds.2022.162","date_updated":"2022-10-13T11:47:40Z","publisher":"Cambridge University Press (CUP)","author":[{"first_name":"Sergej","last_name":"Japs","full_name":"Japs, Sergej"},{"first_name":"Sebastian","full_name":"Schmidt, Sebastian","last_name":"Schmidt"},{"first_name":"Frank","last_name":"Kargl","full_name":"Kargl, Frank"},{"first_name":"Lydia","last_name":"Kaiser","full_name":"Kaiser, Lydia"},{"full_name":"Kharatyan, Aschot","last_name":"Kharatyan","first_name":"Aschot"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"date_created":"2022-10-13T11:25:39Z","volume":2},{"title":"Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434","doi":"10.1016/j.procir.2022.05.252","publisher":"Elsevier BV","date_updated":"2022-10-13T11:53:50Z","author":[{"first_name":"Sergej","full_name":"Japs, Sergej","last_name":"Japs"},{"first_name":"Frank","last_name":"Kargl","full_name":"Kargl, Frank"},{"first_name":"Harald","last_name":"Anacker","full_name":"Anacker, Harald"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"date_created":"2022-10-13T11:53:17Z","volume":109,"year":"2022","citation":{"ama":"Japs S, Kargl F, Anacker H, Dumitrescu R. Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434. <i>Procedia CIRP</i>. 2022;109:293-298. doi:<a href=\"https://doi.org/10.1016/j.procir.2022.05.252\">10.1016/j.procir.2022.05.252</a>","chicago":"Japs, Sergej, Frank Kargl, Harald Anacker, and Roman Dumitrescu. “Why Make It Hard? - Usage of Aggregated Statistical Data for Risk Assessment of Damage Scenarios in the Context of ISO/SAE 21434.” <i>Procedia CIRP</i> 109 (2022): 293–98. <a href=\"https://doi.org/10.1016/j.procir.2022.05.252\">https://doi.org/10.1016/j.procir.2022.05.252</a>.","ieee":"S. Japs, F. Kargl, H. Anacker, and R. Dumitrescu, “Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434,” <i>Procedia CIRP</i>, vol. 109, pp. 293–298, 2022, doi: <a href=\"https://doi.org/10.1016/j.procir.2022.05.252\">10.1016/j.procir.2022.05.252</a>.","short":"S. Japs, F. Kargl, H. Anacker, R. Dumitrescu, Procedia CIRP 109 (2022) 293–298.","mla":"Japs, Sergej, et al. “Why Make It Hard? - Usage of Aggregated Statistical Data for Risk Assessment of Damage Scenarios in the Context of ISO/SAE 21434.” <i>Procedia CIRP</i>, vol. 109, Elsevier BV, 2022, pp. 293–98, doi:<a href=\"https://doi.org/10.1016/j.procir.2022.05.252\">10.1016/j.procir.2022.05.252</a>.","bibtex":"@article{Japs_Kargl_Anacker_Dumitrescu_2022, title={Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434}, volume={109}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2022.05.252\">10.1016/j.procir.2022.05.252</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Japs, Sergej and Kargl, Frank and Anacker, Harald and Dumitrescu, Roman}, year={2022}, pages={293–298} }","apa":"Japs, S., Kargl, F., Anacker, H., &#38; Dumitrescu, R. (2022). Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434. <i>Procedia CIRP</i>, <i>109</i>, 293–298. <a href=\"https://doi.org/10.1016/j.procir.2022.05.252\">https://doi.org/10.1016/j.procir.2022.05.252</a>"},"page":"293-298","intvolume":"       109","publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"keyword":["General Medicine"],"language":[{"iso":"eng"}],"_id":"33715","user_id":"15782","department":[{"_id":"563"}],"status":"public","type":"journal_article","publication":"Procedia CIRP"},{"publisher":"IEEE","date_updated":"2022-10-13T11:23:59Z","date_created":"2022-10-13T11:23:52Z","author":[{"first_name":"Thomas","last_name":"Mager","full_name":"Mager, Thomas"},{"first_name":"Christoph","last_name":"Jürgenhake","full_name":"Jürgenhake, Christoph"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"title":"Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers","conference":{"name":"14th German Microwave Conference (GeMiC)","location":"Ulm"},"publication_status":"published","year":"2022","page":"224-227","citation":{"bibtex":"@inproceedings{Mager_Jürgenhake_Dumitrescu_2022, title={Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers}, booktitle={2022 14th German Microwave Conference (GeMiC)}, publisher={IEEE}, author={Mager, Thomas and Jürgenhake, Christoph and Dumitrescu, Roman}, year={2022}, pages={224–227} }","short":"T. Mager, C. Jürgenhake, R. Dumitrescu, in: 2022 14th German Microwave Conference (GeMiC), IEEE, 2022, pp. 224–227.","mla":"Mager, Thomas, et al. “Efficient Method for Determining Substrate Parameters of Additive Manufactured Spatial Circuit Carriers.” <i>2022 14th German Microwave Conference (GeMiC)</i>, IEEE, 2022, pp. 224–27.","apa":"Mager, T., Jürgenhake, C., &#38; Dumitrescu, R. (2022). Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers. <i>2022 14th German Microwave Conference (GeMiC)</i>, 224–227.","ama":"Mager T, Jürgenhake C, Dumitrescu R. Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers. In: <i>2022 14th German Microwave Conference (GeMiC)</i>. IEEE; 2022:224-227.","chicago":"Mager, Thomas, Christoph Jürgenhake, and Roman Dumitrescu. “Efficient Method for Determining Substrate Parameters of Additive Manufactured Spatial Circuit Carriers.” In <i>2022 14th German Microwave Conference (GeMiC)</i>, 224–27. IEEE, 2022.","ieee":"T. Mager, C. Jürgenhake, and R. Dumitrescu, “Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers,” in <i>2022 14th German Microwave Conference (GeMiC)</i>, Ulm, 2022, pp. 224–227."},"_id":"33712","department":[{"_id":"563"}],"user_id":"15782","language":[{"iso":"eng"}],"publication":"2022 14th German Microwave Conference (GeMiC)","type":"conference","status":"public"}]
