[{"user_id":"15782","department":[{"_id":"563"}],"_id":"58410","language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of NordDesign 2024","status":"public","editor":[{"first_name":"J.","full_name":" Malmqvist, J.","last_name":" Malmqvist"},{"first_name":"M.","last_name":"Candi","full_name":"Candi, M."},{"last_name":"Saemundsson","full_name":"Saemundsson, R. J.","first_name":"R. J."},{"full_name":"Bystrom, F.","last_name":"Bystrom","first_name":"F."},{"last_name":"Isaksson","full_name":"Isaksson, O.","first_name":"O."}],"author":[{"first_name":"Jan-Philipp","full_name":"Disselkamp, Jan-Philipp","last_name":"Disselkamp"},{"first_name":"Christian","last_name":"Kürpick","full_name":"Kürpick, Christian"},{"last_name":"Schütte","full_name":"Schütte, Ben","first_name":"Ben"},{"last_name":"Hovemann","full_name":"Hovemann, Aschot","first_name":"Aschot"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"date_created":"2025-01-30T12:21:50Z","date_updated":"2025-01-30T12:21:58Z","conference":{"name":"NordDesign 2024","start_date":"2024-08-12","end_date":"2024-08-14","location":"Reykjavik, Iceland "},"title":"Use Cases of Generative AI In Factory Planning: Potential and Challenges","publication_status":"published","publication_identifier":{"isbn":["978-1-912254-21-7"]},"citation":{"ama":"Disselkamp J-P, Kürpick C, Schütte B, Hovemann A, Dumitrescu R. Use Cases of Generative AI In Factory Planning: Potential and Challenges. In:  Malmqvist J, Candi M, Saemundsson RJ, Bystrom F, Isaksson O, eds. <i>Proceedings of NordDesign 2024</i>. ; 2024.","chicago":"Disselkamp, Jan-Philipp, Christian Kürpick, Ben Schütte, Aschot Hovemann, and Roman Dumitrescu. “Use Cases of Generative AI In Factory Planning: Potential and Challenges.” In <i>Proceedings of NordDesign 2024</i>, edited by J.  Malmqvist, M. Candi, R. J. Saemundsson, F. Bystrom, and O. Isaksson. Reykjavik, Iceland, 12th - 14th August 2024, 2024.","ieee":"J.-P. Disselkamp, C. Kürpick, B. Schütte, A. Hovemann, and R. Dumitrescu, “Use Cases of Generative AI In Factory Planning: Potential and Challenges,” in <i>Proceedings of NordDesign 2024</i>, Reykjavik, Iceland , 2024.","mla":"Disselkamp, Jan-Philipp, et al. “Use Cases of Generative AI In Factory Planning: Potential and Challenges.” <i>Proceedings of NordDesign 2024</i>, edited by J.  Malmqvist et al., 2024.","short":"J.-P. Disselkamp, C. Kürpick, B. Schütte, A. Hovemann, R. Dumitrescu, in: J.  Malmqvist, M. Candi, R.J. Saemundsson, F. Bystrom, O. Isaksson (Eds.), Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024, 2024.","bibtex":"@inproceedings{Disselkamp_Kürpick_Schütte_Hovemann_Dumitrescu_2024, place={Reykjavik, Iceland, 12th - 14th August 2024}, title={Use Cases of Generative AI In Factory Planning: Potential and Challenges}, booktitle={Proceedings of NordDesign 2024}, author={Disselkamp, Jan-Philipp and Kürpick, Christian and Schütte, Ben and Hovemann, Aschot and Dumitrescu, Roman}, editor={ Malmqvist, J. and Candi, M. and Saemundsson, R. J. and Bystrom, F. and Isaksson, O.}, year={2024} }","apa":"Disselkamp, J.-P., Kürpick, C., Schütte, B., Hovemann, A., &#38; Dumitrescu, R. (2024). Use Cases of Generative AI In Factory Planning: Potential and Challenges. In J.  Malmqvist, M. Candi, R. J. Saemundsson, F. Bystrom, &#38; O. Isaksson (Eds.), <i>Proceedings of NordDesign 2024</i>."},"place":"Reykjavik, Iceland, 12th - 14th August 2024","year":"2024"},{"citation":{"ama":"Brock J, Enzberg S von, Kühn A, Dumitrescu R. Towards business use cases of process mining in product development and manufacturing: Deriving and classifying 18 application scenarios in industry. <i>Procedia CIRP</i>. 2024;128:268-273. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.06.022\">10.1016/j.procir.2024.06.022</a>","ieee":"J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Towards business use cases of process mining in product development and manufacturing: Deriving and classifying 18 application scenarios in industry,” <i>Procedia CIRP</i>, vol. 128, pp. 268–273, 2024, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.06.022\">10.1016/j.procir.2024.06.022</a>.","chicago":"Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Towards Business Use Cases of Process Mining in Product Development and Manufacturing: Deriving and Classifying 18 Application Scenarios in Industry.” <i>Procedia CIRP</i> 128 (2024): 268–73. <a href=\"https://doi.org/10.1016/j.procir.2024.06.022\">https://doi.org/10.1016/j.procir.2024.06.022</a>.","bibtex":"@article{Brock_Enzberg_Kühn_Dumitrescu_2024, title={Towards business use cases of process mining in product development and manufacturing: Deriving and classifying 18 application scenarios in industry}, volume={128}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.06.022\">10.1016/j.procir.2024.06.022</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Brock, Jonathan and Enzberg, Sebastian von and Kühn, Arno and Dumitrescu, Roman}, year={2024}, pages={268–273} }","mla":"Brock, Jonathan, et al. “Towards Business Use Cases of Process Mining in Product Development and Manufacturing: Deriving and Classifying 18 Application Scenarios in Industry.” <i>Procedia CIRP</i>, vol. 128, Elsevier BV, 2024, pp. 268–73, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.06.022\">10.1016/j.procir.2024.06.022</a>.","short":"J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, Procedia CIRP 128 (2024) 268–273.","apa":"Brock, J., Enzberg, S. von, Kühn, A., &#38; Dumitrescu, R. (2024). Towards business use cases of process mining in product development and manufacturing: Deriving and classifying 18 application scenarios in industry. <i>Procedia CIRP</i>, <i>128</i>, 268–273. <a href=\"https://doi.org/10.1016/j.procir.2024.06.022\">https://doi.org/10.1016/j.procir.2024.06.022</a>"},"intvolume":"       128","page":"268-273","year":"2024","publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"doi":"10.1016/j.procir.2024.06.022","title":"Towards business use cases of process mining in product development and manufacturing: Deriving and classifying 18 application scenarios in industry","author":[{"last_name":"Brock","full_name":"Brock, Jonathan","first_name":"Jonathan"},{"first_name":"Sebastian von","full_name":"Enzberg, Sebastian von","last_name":"Enzberg"},{"last_name":"Kühn","full_name":"Kühn, Arno","first_name":"Arno"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"date_created":"2025-01-30T11:53:07Z","volume":128,"date_updated":"2025-01-30T11:53:45Z","publisher":"Elsevier BV","status":"public","type":"journal_article","publication":"Procedia CIRP","language":[{"iso":"eng"}],"user_id":"15782","department":[{"_id":"563"}],"_id":"58406"},{"type":"journal_article","publication":"Procedia CIRP","status":"public","user_id":"15782","department":[{"_id":"563"}],"_id":"58407","language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"citation":{"apa":"Lick, J., Disselkamp, J.-P., Kattenstroth, F., Trienens, M., Rasor, R., Kühn, A., &#38; Dumitrescu, R. (2024). Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture. <i>Procedia CIRP</i>, <i>128</i>, 603–608. <a href=\"https://doi.org/10.1016/j.procir.2024.03.038\">https://doi.org/10.1016/j.procir.2024.03.038</a>","short":"J. Lick, J.-P. Disselkamp, F. Kattenstroth, M. Trienens, R. Rasor, A. Kühn, R. Dumitrescu, Procedia CIRP 128 (2024) 603–608.","mla":"Lick, Jonas, et al. “Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture.” <i>Procedia CIRP</i>, vol. 128, Elsevier BV, 2024, pp. 603–08, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.03.038\">10.1016/j.procir.2024.03.038</a>.","bibtex":"@article{Lick_Disselkamp_Kattenstroth_Trienens_Rasor_Kühn_Dumitrescu_2024, title={Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture}, volume={128}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.03.038\">10.1016/j.procir.2024.03.038</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Lick, Jonas and Disselkamp, Jan-Philipp and Kattenstroth, Fiona and Trienens, Malte and Rasor, Rik and Kühn, Arno and Dumitrescu, Roman}, year={2024}, pages={603–608} }","ama":"Lick J, Disselkamp J-P, Kattenstroth F, et al. Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture. <i>Procedia CIRP</i>. 2024;128:603-608. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.03.038\">10.1016/j.procir.2024.03.038</a>","chicago":"Lick, Jonas, Jan-Philipp Disselkamp, Fiona Kattenstroth, Malte Trienens, Rik Rasor, Arno Kühn, and Roman Dumitrescu. “Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture.” <i>Procedia CIRP</i> 128 (2024): 603–8. <a href=\"https://doi.org/10.1016/j.procir.2024.03.038\">https://doi.org/10.1016/j.procir.2024.03.038</a>.","ieee":"J. Lick <i>et al.</i>, “Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture,” <i>Procedia CIRP</i>, vol. 128, pp. 603–608, 2024, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.03.038\">10.1016/j.procir.2024.03.038</a>."},"intvolume":"       128","page":"603-608","year":"2024","date_created":"2025-01-30T11:55:03Z","author":[{"last_name":"Lick","full_name":"Lick, Jonas","first_name":"Jonas"},{"first_name":"Jan-Philipp","full_name":"Disselkamp, Jan-Philipp","last_name":"Disselkamp"},{"full_name":"Kattenstroth, Fiona","last_name":"Kattenstroth","first_name":"Fiona"},{"first_name":"Malte","last_name":"Trienens","full_name":"Trienens, Malte"},{"first_name":"Rik","full_name":"Rasor, Rik","last_name":"Rasor"},{"first_name":"Arno","full_name":"Kühn, Arno","last_name":"Kühn"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"}],"volume":128,"publisher":"Elsevier BV","date_updated":"2025-01-30T11:55:22Z","doi":"10.1016/j.procir.2024.03.038","title":"Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture"},{"status":"public","type":"journal_article","publication":"Procedia CIRP","language":[{"iso":"eng"}],"_id":"58409","user_id":"15782","department":[{"_id":"563"}],"year":"2024","citation":{"ieee":"F. Kattenstroth, J.-P. Disselkamp, J. Lick, and R. Dumitrescu, “Challenges in the implementation of simulation models for the digital factory twin - a systematic literature review,” <i>Procedia CIRP</i>, vol. 128, pp. 442–447, 2024, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.07.052\">10.1016/j.procir.2024.07.052</a>.","chicago":"Kattenstroth, Fiona, Jan-Philipp Disselkamp, Jonas Lick, and Roman Dumitrescu. “Challenges in the Implementation of Simulation Models for the Digital Factory Twin - a Systematic Literature Review.” <i>Procedia CIRP</i> 128 (2024): 442–47. <a href=\"https://doi.org/10.1016/j.procir.2024.07.052\">https://doi.org/10.1016/j.procir.2024.07.052</a>.","ama":"Kattenstroth F, Disselkamp J-P, Lick J, Dumitrescu R. Challenges in the implementation of simulation models for the digital factory twin - a systematic literature review. <i>Procedia CIRP</i>. 2024;128:442-447. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.07.052\">10.1016/j.procir.2024.07.052</a>","apa":"Kattenstroth, F., Disselkamp, J.-P., Lick, J., &#38; Dumitrescu, R. (2024). Challenges in the implementation of simulation models for the digital factory twin - a systematic literature review. <i>Procedia CIRP</i>, <i>128</i>, 442–447. <a href=\"https://doi.org/10.1016/j.procir.2024.07.052\">https://doi.org/10.1016/j.procir.2024.07.052</a>","short":"F. Kattenstroth, J.-P. Disselkamp, J. Lick, R. Dumitrescu, Procedia CIRP 128 (2024) 442–447.","bibtex":"@article{Kattenstroth_Disselkamp_Lick_Dumitrescu_2024, title={Challenges in the implementation of simulation models for the digital factory twin - a systematic literature review}, volume={128}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.07.052\">10.1016/j.procir.2024.07.052</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Kattenstroth, Fiona and Disselkamp, Jan-Philipp and Lick, Jonas and Dumitrescu, Roman}, year={2024}, pages={442–447} }","mla":"Kattenstroth, Fiona, et al. “Challenges in the Implementation of Simulation Models for the Digital Factory Twin - a Systematic Literature Review.” <i>Procedia CIRP</i>, vol. 128, Elsevier BV, 2024, pp. 442–47, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.07.052\">10.1016/j.procir.2024.07.052</a>."},"page":"442-447","intvolume":"       128","publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"title":"Challenges in the implementation of simulation models for the digital factory twin - a systematic literature review","doi":"10.1016/j.procir.2024.07.052","publisher":"Elsevier BV","date_updated":"2025-01-30T11:57:49Z","date_created":"2025-01-30T11:57:29Z","author":[{"full_name":"Kattenstroth, Fiona","last_name":"Kattenstroth","first_name":"Fiona"},{"last_name":"Disselkamp","full_name":"Disselkamp, Jan-Philipp","first_name":"Jan-Philipp"},{"full_name":"Lick, Jonas","last_name":"Lick","first_name":"Jonas"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"volume":128},{"intvolume":"       128","page":"204-209","citation":{"ieee":"J. Beibl, J.-P. Disselkamp, R. Dumitrescu, and D. Krause, “Product and production design - Rethinking views on flexibility,” <i>Procedia CIRP</i>, vol. 128, pp. 204–209, 2024, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.03.010\">10.1016/j.procir.2024.03.010</a>.","chicago":"Beibl, Julia, Jan-Philipp Disselkamp, Roman Dumitrescu, and Dieter Krause. “Product and Production Design - Rethinking Views on Flexibility.” <i>Procedia CIRP</i> 128 (2024): 204–9. <a href=\"https://doi.org/10.1016/j.procir.2024.03.010\">https://doi.org/10.1016/j.procir.2024.03.010</a>.","ama":"Beibl J, Disselkamp J-P, Dumitrescu R, Krause D. Product and production design - Rethinking views on flexibility. <i>Procedia CIRP</i>. 2024;128:204-209. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.03.010\">10.1016/j.procir.2024.03.010</a>","apa":"Beibl, J., Disselkamp, J.-P., Dumitrescu, R., &#38; Krause, D. (2024). Product and production design - Rethinking views on flexibility. <i>Procedia CIRP</i>, <i>128</i>, 204–209. <a href=\"https://doi.org/10.1016/j.procir.2024.03.010\">https://doi.org/10.1016/j.procir.2024.03.010</a>","short":"J. Beibl, J.-P. Disselkamp, R. Dumitrescu, D. Krause, Procedia CIRP 128 (2024) 204–209.","mla":"Beibl, Julia, et al. “Product and Production Design - Rethinking Views on Flexibility.” <i>Procedia CIRP</i>, vol. 128, Elsevier BV, 2024, pp. 204–09, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.03.010\">10.1016/j.procir.2024.03.010</a>.","bibtex":"@article{Beibl_Disselkamp_Dumitrescu_Krause_2024, title={Product and production design - Rethinking views on flexibility}, volume={128}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.03.010\">10.1016/j.procir.2024.03.010</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Beibl, Julia and Disselkamp, Jan-Philipp and Dumitrescu, Roman and Krause, Dieter}, year={2024}, pages={204–209} }"},"year":"2024","publication_identifier":{"issn":["2212-8271"]},"publication_status":"published","doi":"10.1016/j.procir.2024.03.010","title":"Product and production design - Rethinking views on flexibility","volume":128,"date_created":"2025-01-30T11:56:10Z","author":[{"last_name":"Beibl","full_name":"Beibl, Julia","first_name":"Julia"},{"first_name":"Jan-Philipp","full_name":"Disselkamp, Jan-Philipp","last_name":"Disselkamp"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"},{"first_name":"Dieter","last_name":"Krause","full_name":"Krause, Dieter"}],"publisher":"Elsevier BV","date_updated":"2025-01-30T11:56:32Z","status":"public","publication":"Procedia CIRP","type":"journal_article","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"58408"},{"type":"journal_article","status":"public","user_id":"15782","department":[{"_id":"563"}],"_id":"58413","publication_status":"published","publication_identifier":{"issn":["2049-1069","2049-1050"]},"citation":{"apa":"Haarmann, L., Jobelius, J. J., Machon, F., Rabe, M., Kühn, A., &#38; Dumitrescu, R. (2024). Venture Clienting in Corporate Practice: What type of Established Companies are Using the Venture Client Model? <i>European Conference on Innovation and Entrepreneurship</i>, <i>19</i>(1), 225–235. <a href=\"https://doi.org/10.34190/ecie.19.1.2634\">https://doi.org/10.34190/ecie.19.1.2634</a>","short":"L. Haarmann, J.J. Jobelius, F. Machon, M. Rabe, A. Kühn, R. Dumitrescu, European Conference on Innovation and Entrepreneurship 19 (2024) 225–235.","bibtex":"@article{Haarmann_Jobelius_Machon_Rabe_Kühn_Dumitrescu_2024, title={Venture Clienting in Corporate Practice: What type of Established Companies are Using the Venture Client Model?}, volume={19}, DOI={<a href=\"https://doi.org/10.34190/ecie.19.1.2634\">10.34190/ecie.19.1.2634</a>}, number={1}, journal={European Conference on Innovation and Entrepreneurship}, publisher={Academic Conferences International Ltd}, author={Haarmann, Lennard and Jobelius, Johannes J. and Machon, Fabian and Rabe, Martin and Kühn, Arno and Dumitrescu, Roman}, year={2024}, pages={225–235} }","mla":"Haarmann, Lennard, et al. “Venture Clienting in Corporate Practice: What Type of Established Companies Are Using the Venture Client Model?” <i>European Conference on Innovation and Entrepreneurship</i>, vol. 19, no. 1, Academic Conferences International Ltd, 2024, pp. 225–35, doi:<a href=\"https://doi.org/10.34190/ecie.19.1.2634\">10.34190/ecie.19.1.2634</a>.","ama":"Haarmann L, Jobelius JJ, Machon F, Rabe M, Kühn A, Dumitrescu R. Venture Clienting in Corporate Practice: What type of Established Companies are Using the Venture Client Model? <i>European Conference on Innovation and Entrepreneurship</i>. 2024;19(1):225-235. doi:<a href=\"https://doi.org/10.34190/ecie.19.1.2634\">10.34190/ecie.19.1.2634</a>","ieee":"L. Haarmann, J. J. Jobelius, F. Machon, M. Rabe, A. Kühn, and R. Dumitrescu, “Venture Clienting in Corporate Practice: What type of Established Companies are Using the Venture Client Model?,” <i>European Conference on Innovation and Entrepreneurship</i>, vol. 19, no. 1, pp. 225–235, 2024, doi: <a href=\"https://doi.org/10.34190/ecie.19.1.2634\">10.34190/ecie.19.1.2634</a>.","chicago":"Haarmann, Lennard, Johannes J. Jobelius, Fabian Machon, Martin Rabe, Arno Kühn, and Roman Dumitrescu. “Venture Clienting in Corporate Practice: What Type of Established Companies Are Using the Venture Client Model?” <i>European Conference on Innovation and Entrepreneurship</i> 19, no. 1 (2024): 225–35. <a href=\"https://doi.org/10.34190/ecie.19.1.2634\">https://doi.org/10.34190/ecie.19.1.2634</a>."},"page":"225-235","intvolume":"        19","author":[{"full_name":"Haarmann, Lennard","last_name":"Haarmann","first_name":"Lennard"},{"first_name":"Johannes J.","full_name":"Jobelius, Johannes J.","last_name":"Jobelius"},{"first_name":"Fabian","last_name":"Machon","full_name":"Machon, Fabian"},{"first_name":"Martin","full_name":"Rabe, Martin","last_name":"Rabe"},{"full_name":"Kühn, Arno","last_name":"Kühn","first_name":"Arno"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"}],"volume":19,"date_updated":"2025-01-30T12:39:00Z","doi":"10.34190/ecie.19.1.2634","publication":"European Conference on Innovation and Entrepreneurship","abstract":[{"text":"<jats:p>Start-ups have become a pillar of EC' open innovation initiatives. With the aim of accessing start-up innovation, established companies (EC) use various corporate venturing modes. However, as established corporate venturing modes (e.g. corporate venture capital or accelerators) do not provide direct access to start-up innovation, the venture client model (VCLM) is receiving increasing attention in corporate practice. In the VCLM, ECs become paying customers of start-ups without taking equity - they become venture clients. In joint pilot projects, they apply start-up solutions to their products, processes or business models in order to solve relevant business problems and create strategic impact for increased competitiveness. The literature lists different EC using the VCLM such as BMW, Bosch, Continental, Daimler, Siemens, or ZF. This suggests that the VCLM is only used in EC with tens of thousands of employees, from Germany and in technology-intensive sectors such as automotive, mechanical engineering or telecommunications. On the other hand, GIMMY describes the suitability of the VCLM for any EC. However, in order to develop practical solutions to the challenges of the VCLM (e.g. slow purchasing, legal and IT processes or lack of acceptance of start-ups as collaboration partners), it is necessary to know the users (type of EC) of these solutions. Therefore, the aim of this paper is to characterize the EC using the VCLM with respect to industry, size and regionality.</jats:p>","lang":"eng"}],"language":[{"iso":"eng"}],"issue":"1","year":"2024","date_created":"2025-01-30T12:38:37Z","publisher":"Academic Conferences International Ltd","title":"Venture Clienting in Corporate Practice: What type of Established Companies are Using the Venture Client Model?"},{"publication_identifier":{"unknown":["978-1-912254-21-7"]},"citation":{"ieee":"J.-P. Disselkamp, T. Seidenberg, J. Lick, L. Ptock, A. Hovemann, and R. Dumitrescu, “Engineering Genetics - Towards the Double Helix Model for Integrative Product and Production Design,” in <i>Proceedings of NordDesign 2024</i>, Reykjavik, Iceland, 2024, pp. 236–245.","chicago":"Disselkamp, Jan-Philipp, Tobias Seidenberg, Jonas Lick, Lukas Ptock, Aschot Hovemann, and Roman Dumitrescu. “Engineering Genetics - Towards the Double Helix Model for Integrative Product and Production Design.” In <i>Proceedings of NordDesign 2024</i>, edited by J. Malmqvist, M. Candi, R. J. Saemundsson, and O. Isaksson, 236–45, 2024.","ama":"Disselkamp J-P, Seidenberg T, Lick J, Ptock L, Hovemann A, Dumitrescu R. Engineering Genetics - Towards the Double Helix Model for Integrative Product and Production Design. 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Tissen, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Data from start to finish: A System Life Cycle Data Map,” <i>Procedia CIRP</i>, vol. 122, pp. 413–418, 2024, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.01.060\">10.1016/j.procir.2024.01.060</a>.","chicago":"Tissen, Denis, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Data from Start to Finish: A System Life Cycle Data Map.” <i>Procedia CIRP</i> 122 (2024): 413–18. <a href=\"https://doi.org/10.1016/j.procir.2024.01.060\">https://doi.org/10.1016/j.procir.2024.01.060</a>.","ama":"Tissen D, Wiederkehr I, Koldewey C, Dumitrescu R. Data from start to finish: A System Life Cycle Data Map. <i>Procedia CIRP</i>. 2024;122:413-418. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.01.060\">10.1016/j.procir.2024.01.060</a>","apa":"Tissen, D., Wiederkehr, I., Koldewey, C., &#38; Dumitrescu, R. (2024). Data from start to finish: A System Life Cycle Data Map. <i>Procedia CIRP</i>, <i>122</i>, 413–418. <a href=\"https://doi.org/10.1016/j.procir.2024.01.060\">https://doi.org/10.1016/j.procir.2024.01.060</a>","bibtex":"@article{Tissen_Wiederkehr_Koldewey_Dumitrescu_2024, title={Data from start to finish: A System Life Cycle Data Map}, volume={122}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.01.060\">10.1016/j.procir.2024.01.060</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Tissen, Denis and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}, year={2024}, pages={413–418} }","mla":"Tissen, Denis, et al. “Data from Start to Finish: A System Life Cycle Data Map.” <i>Procedia CIRP</i>, vol. 122, Elsevier BV, 2024, pp. 413–18, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.01.060\">10.1016/j.procir.2024.01.060</a>.","short":"D. Tissen, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP 122 (2024) 413–418."},"year":"2024","volume":122,"author":[{"first_name":"Denis","full_name":"Tissen, Denis","last_name":"Tissen"},{"first_name":"Ingrid","last_name":"Wiederkehr","full_name":"Wiederkehr, Ingrid"},{"first_name":"Christian","full_name":"Koldewey, Christian","last_name":"Koldewey"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"}],"date_created":"2024-06-13T11:15:00Z","publisher":"Elsevier BV","date_updated":"2025-01-30T12:53:43Z","doi":"10.1016/j.procir.2024.01.060","title":"Data from start to finish: A System Life Cycle Data Map","publication":"Procedia CIRP","type":"journal_article","status":"public","department":[{"_id":"563"}],"user_id":"15782","_id":"54744","language":[{"iso":"eng"}]},{"citation":{"chicago":"Von Heissen, Oliver, Fabian Hanke, Isaac Mpidi Bita, Aschot Hovemann, and Roman Dumitrescu. “Toward Intelligent Generation of System Architectures.” In <i>Proceedings of NordDesign 2024</i>. The Design Society, 2024. <a href=\"https://doi.org/10.35199/norddesign2024.54\">https://doi.org/10.35199/norddesign2024.54</a>.","ieee":"O. Von Heissen, F. Hanke, I. Mpidi Bita, A. Hovemann, and R. Dumitrescu, “Toward Intelligent Generation of System Architectures,” 2024, doi: <a href=\"https://doi.org/10.35199/norddesign2024.54\">10.35199/norddesign2024.54</a>.","ama":"Von Heissen O, Hanke F, Mpidi Bita I, Hovemann A, Dumitrescu R. Toward Intelligent Generation of System Architectures. In: <i>Proceedings of NordDesign 2024</i>. The Design Society; 2024. doi:<a href=\"https://doi.org/10.35199/norddesign2024.54\">10.35199/norddesign2024.54</a>","apa":"Von Heissen, O., Hanke, F., Mpidi Bita, I., Hovemann, A., &#38; Dumitrescu, R. (2024). Toward Intelligent Generation of System Architectures. <i>Proceedings of NordDesign 2024</i>. <a href=\"https://doi.org/10.35199/norddesign2024.54\">https://doi.org/10.35199/norddesign2024.54</a>","bibtex":"@inproceedings{Von Heissen_Hanke_Mpidi Bita_Hovemann_Dumitrescu_2024, title={Toward Intelligent Generation of System Architectures}, DOI={<a href=\"https://doi.org/10.35199/norddesign2024.54\">10.35199/norddesign2024.54</a>}, booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Von Heissen, Oliver and Hanke, Fabian and Mpidi Bita, Isaac and Hovemann, Aschot and Dumitrescu, Roman}, year={2024} }","short":"O. Von Heissen, F. Hanke, I. Mpidi Bita, A. Hovemann, R. Dumitrescu, in: Proceedings of NordDesign 2024, The Design Society, 2024.","mla":"Von Heissen, Oliver, et al. “Toward Intelligent Generation of System Architectures.” <i>Proceedings of NordDesign 2024</i>, The Design Society, 2024, doi:<a href=\"https://doi.org/10.35199/norddesign2024.54\">10.35199/norddesign2024.54</a>."},"year":"2024","publication_status":"published","doi":"10.35199/norddesign2024.54","title":"Toward Intelligent Generation of System Architectures","author":[{"first_name":"Oliver","last_name":"Von Heissen","full_name":"Von Heissen, Oliver"},{"full_name":"Hanke, Fabian","last_name":"Hanke","first_name":"Fabian"},{"full_name":"Mpidi Bita, Isaac","last_name":"Mpidi Bita","first_name":"Isaac"},{"last_name":"Hovemann","full_name":"Hovemann, Aschot","first_name":"Aschot"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"date_created":"2025-01-30T12:59:03Z","publisher":"The Design Society","date_updated":"2025-01-30T12:59:34Z","status":"public","type":"conference","publication":"Proceedings of NordDesign 2024","language":[{"iso":"eng"}],"user_id":"15782","department":[{"_id":"563"}],"_id":"58419"},{"type":"journal_article","publication":"Mathematics","status":"public","abstract":[{"lang":"eng","text":"<jats:p>Prescriptive analytics plays an important role in decision making in smart factories by utilizing the available data to gain actionable insights. The planning, integration and development of such use cases still poses manifold challenges. Use cases are still being implemented as standalone versions; the existing IT-infrastructure is not fit for integrative bidirectional decision communication, and implementations only reach low technical readiness levels. We propose a reference architecture for the integration of prescriptive analytics use cases in smart factories. The method for the empirically grounded development of reference architectures by Galster and Avgeriou serves as a blueprint. Through the development and validation of a specific IoT-Factory use case, we demonstrate the efficacy of the proposed reference architecture. We expand the given reference architecture for one use case to the integration of a smart factory and its application to multiple use cases. Moreover, we identify the interdependency among multiple use cases within dynamic environments. Our prescriptive reference architecture provides a structured way to improve operational efficiency and optimize resource allocation.</jats:p>"}],"user_id":"15782","department":[{"_id":"563"}],"_id":"58425","language":[{"iso":"eng"}],"article_number":"2663","issue":"17","publication_status":"published","publication_identifier":{"issn":["2227-7390"]},"citation":{"short":"J. Weller, N. Migenda, Y. Naik, T. Heuwinkel, A. Kühn, M. Kohlhase, W. Schenck, R. Dumitrescu, Mathematics 12 (2024).","bibtex":"@article{Weller_Migenda_Naik_Heuwinkel_Kühn_Kohlhase_Schenck_Dumitrescu_2024, title={Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories}, volume={12}, DOI={<a href=\"https://doi.org/10.3390/math12172663\">10.3390/math12172663</a>}, number={172663}, journal={Mathematics}, publisher={MDPI AG}, author={Weller, Julian and Migenda, Nico and Naik, Yash and Heuwinkel, Tim and Kühn, Arno and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, year={2024} }","mla":"Weller, Julian, et al. “Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories.” <i>Mathematics</i>, vol. 12, no. 17, 2663, MDPI AG, 2024, doi:<a href=\"https://doi.org/10.3390/math12172663\">10.3390/math12172663</a>.","apa":"Weller, J., Migenda, N., Naik, Y., Heuwinkel, T., Kühn, A., Kohlhase, M., Schenck, W., &#38; Dumitrescu, R. (2024). Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories. <i>Mathematics</i>, <i>12</i>(17), Article 2663. <a href=\"https://doi.org/10.3390/math12172663\">https://doi.org/10.3390/math12172663</a>","ama":"Weller J, Migenda N, Naik Y, et al. Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories. <i>Mathematics</i>. 2024;12(17). doi:<a href=\"https://doi.org/10.3390/math12172663\">10.3390/math12172663</a>","ieee":"J. Weller <i>et al.</i>, “Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories,” <i>Mathematics</i>, vol. 12, no. 17, Art. no. 2663, 2024, doi: <a href=\"https://doi.org/10.3390/math12172663\">10.3390/math12172663</a>.","chicago":"Weller, Julian, Nico Migenda, Yash Naik, Tim Heuwinkel, Arno Kühn, Martin Kohlhase, Wolfram Schenck, and Roman Dumitrescu. “Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories.” <i>Mathematics</i> 12, no. 17 (2024). <a href=\"https://doi.org/10.3390/math12172663\">https://doi.org/10.3390/math12172663</a>."},"intvolume":"        12","year":"2024","date_created":"2025-01-30T13:31:28Z","author":[{"full_name":"Weller, Julian","last_name":"Weller","first_name":"Julian"},{"full_name":"Migenda, Nico","last_name":"Migenda","first_name":"Nico"},{"first_name":"Yash","full_name":"Naik, Yash","last_name":"Naik"},{"full_name":"Heuwinkel, Tim","last_name":"Heuwinkel","first_name":"Tim"},{"first_name":"Arno","full_name":"Kühn, Arno","last_name":"Kühn"},{"first_name":"Martin","full_name":"Kohlhase, Martin","last_name":"Kohlhase"},{"full_name":"Schenck, Wolfram","last_name":"Schenck","first_name":"Wolfram"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"}],"volume":12,"publisher":"MDPI AG","date_updated":"2025-01-30T13:39:50Z","doi":"10.3390/math12172663","title":"Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories"},{"language":[{"iso":"eng"}],"_id":"58421","department":[{"_id":"563"}],"user_id":"15782","status":"public","publication":"Procedia CIRP","type":"journal_article","title":"On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions","doi":"10.1016/j.procir.2024.10.266","date_updated":"2025-01-30T13:01:49Z","publisher":"Elsevier BV","volume":130,"date_created":"2025-01-30T13:01:25Z","author":[{"first_name":"Sebastian","last_name":"von Enzberg","full_name":"von Enzberg, Sebastian"},{"full_name":"Weller, Julian","last_name":"Weller","first_name":"Julian"},{"last_name":"Brock","full_name":"Brock, Jonathan","first_name":"Jonathan"},{"first_name":"Silke","full_name":"Merkelbach, Silke","last_name":"Merkelbach"},{"full_name":"Panzner, Melina","last_name":"Panzner","first_name":"Melina"},{"full_name":"Lick, Jonas","last_name":"Lick","first_name":"Jonas"},{"full_name":"Kühn, Arno","last_name":"Kühn","first_name":"Arno"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"}],"year":"2024","intvolume":"       130","page":"1454-1461","citation":{"chicago":"Enzberg, Sebastian von, Julian Weller, Jonathan Brock, Silke Merkelbach, Melina Panzner, Jonas Lick, Arno Kühn, and Roman Dumitrescu. “On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions.” <i>Procedia CIRP</i> 130 (2024): 1454–61. <a href=\"https://doi.org/10.1016/j.procir.2024.10.266\">https://doi.org/10.1016/j.procir.2024.10.266</a>.","ieee":"S. von Enzberg <i>et al.</i>, “On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions,” <i>Procedia CIRP</i>, vol. 130, pp. 1454–1461, 2024, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.10.266\">10.1016/j.procir.2024.10.266</a>.","ama":"von Enzberg S, Weller J, Brock J, et al. On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions. <i>Procedia CIRP</i>. 2024;130:1454-1461. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.10.266\">10.1016/j.procir.2024.10.266</a>","apa":"von Enzberg, S., Weller, J., Brock, J., Merkelbach, S., Panzner, M., Lick, J., Kühn, A., &#38; Dumitrescu, R. (2024). On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions. <i>Procedia CIRP</i>, <i>130</i>, 1454–1461. <a href=\"https://doi.org/10.1016/j.procir.2024.10.266\">https://doi.org/10.1016/j.procir.2024.10.266</a>","mla":"von Enzberg, Sebastian, et al. “On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions.” <i>Procedia CIRP</i>, vol. 130, Elsevier BV, 2024, pp. 1454–61, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.10.266\">10.1016/j.procir.2024.10.266</a>.","bibtex":"@article{von Enzberg_Weller_Brock_Merkelbach_Panzner_Lick_Kühn_Dumitrescu_2024, title={On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions}, volume={130}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.10.266\">10.1016/j.procir.2024.10.266</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={von Enzberg, Sebastian and Weller, Julian and Brock, Jonathan and Merkelbach, Silke and Panzner, Melina and Lick, Jonas and Kühn, Arno and Dumitrescu, Roman}, year={2024}, pages={1454–1461} }","short":"S. von Enzberg, J. Weller, J. Brock, S. Merkelbach, M. Panzner, J. Lick, A. Kühn, R. Dumitrescu, Procedia CIRP 130 (2024) 1454–1461."},"publication_identifier":{"issn":["2212-8271"]},"publication_status":"published"},{"_id":"58422","user_id":"15782","department":[{"_id":"563"}],"language":[{"iso":"eng"}],"type":"journal_article","publication":"Procedia CIRP","status":"public","date_updated":"2025-01-30T13:24:49Z","publisher":"Elsevier BV","author":[{"last_name":"Weller","full_name":"Weller, Julian","first_name":"Julian"},{"first_name":"Nico","last_name":"Migenda","full_name":"Migenda, Nico"},{"full_name":"Enzberg, Sebastian von","last_name":"Enzberg","first_name":"Sebastian von"},{"last_name":"Kohlhase","full_name":"Kohlhase, Martin","first_name":"Martin"},{"full_name":"Schenck, Wolfram","last_name":"Schenck","first_name":"Wolfram"},{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"}],"date_created":"2025-01-30T13:24:32Z","volume":128,"title":"Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories","doi":"10.1016/j.procir.2024.03.022","publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"year":"2024","citation":{"mla":"Weller, Julian, et al. “Design Decisions for Integrating Prescriptive Analytics Use Cases into Smart Factories.” <i>Procedia CIRP</i>, vol. 128, Elsevier BV, 2024, pp. 424–29, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.03.022\">10.1016/j.procir.2024.03.022</a>.","short":"J. Weller, N. Migenda, S. von Enzberg, M. Kohlhase, W. Schenck, R. Dumitrescu, Procedia CIRP 128 (2024) 424–429.","bibtex":"@article{Weller_Migenda_Enzberg_Kohlhase_Schenck_Dumitrescu_2024, title={Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories}, volume={128}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.03.022\">10.1016/j.procir.2024.03.022</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and Migenda, Nico and Enzberg, Sebastian von and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, year={2024}, pages={424–429} }","apa":"Weller, J., Migenda, N., Enzberg, S. von, Kohlhase, M., Schenck, W., &#38; Dumitrescu, R. (2024). Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories. <i>Procedia CIRP</i>, <i>128</i>, 424–429. <a href=\"https://doi.org/10.1016/j.procir.2024.03.022\">https://doi.org/10.1016/j.procir.2024.03.022</a>","ama":"Weller J, Migenda N, Enzberg S von, Kohlhase M, Schenck W, Dumitrescu R. Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories. <i>Procedia CIRP</i>. 2024;128:424-429. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.03.022\">10.1016/j.procir.2024.03.022</a>","chicago":"Weller, Julian, Nico Migenda, Sebastian von Enzberg, Martin Kohlhase, Wolfram Schenck, and Roman Dumitrescu. “Design Decisions for Integrating Prescriptive Analytics Use Cases into Smart Factories.” <i>Procedia CIRP</i> 128 (2024): 424–29. <a href=\"https://doi.org/10.1016/j.procir.2024.03.022\">https://doi.org/10.1016/j.procir.2024.03.022</a>.","ieee":"J. Weller, N. Migenda, S. von Enzberg, M. Kohlhase, W. Schenck, and R. Dumitrescu, “Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories,” <i>Procedia CIRP</i>, vol. 128, pp. 424–429, 2024, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.03.022\">10.1016/j.procir.2024.03.022</a>."},"intvolume":"       128","page":"424-429"},{"volume":130,"date_created":"2025-01-30T13:00:18Z","author":[{"last_name":"Hartmann","full_name":"Hartmann, Stefan","first_name":"Stefan"},{"first_name":"Jonathan","full_name":"Brock, Jonathan","last_name":"Brock"},{"last_name":"Kühn","full_name":"Kühn, Arno","first_name":"Arno"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"publisher":"Elsevier BV","date_updated":"2025-01-30T13:00:44Z","doi":"10.1016/j.procir.2024.10.062","title":"Applying Artificial Intelligence in the Smart Factory: Lessons Learned from real-world use cases","publication_identifier":{"issn":["2212-8271"]},"publication_status":"published","intvolume":"       130","page":"100-105","citation":{"mla":"Hartmann, Stefan, et al. “Applying Artificial Intelligence in the Smart Factory: Lessons Learned from Real-World Use Cases.” <i>Procedia CIRP</i>, vol. 130, Elsevier BV, 2024, pp. 100–05, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.10.062\">10.1016/j.procir.2024.10.062</a>.","short":"S. Hartmann, J. Brock, A. Kühn, R. Dumitrescu, Procedia CIRP 130 (2024) 100–105.","bibtex":"@article{Hartmann_Brock_Kühn_Dumitrescu_2024, title={Applying Artificial Intelligence in the Smart Factory: Lessons Learned from real-world use cases}, volume={130}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.10.062\">10.1016/j.procir.2024.10.062</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Hartmann, Stefan and Brock, Jonathan and Kühn, Arno and Dumitrescu, Roman}, year={2024}, pages={100–105} }","apa":"Hartmann, S., Brock, J., Kühn, A., &#38; Dumitrescu, R. (2024). Applying Artificial Intelligence in the Smart Factory: Lessons Learned from real-world use cases. <i>Procedia CIRP</i>, <i>130</i>, 100–105. <a href=\"https://doi.org/10.1016/j.procir.2024.10.062\">https://doi.org/10.1016/j.procir.2024.10.062</a>","ama":"Hartmann S, Brock J, Kühn A, Dumitrescu R. Applying Artificial Intelligence in the Smart Factory: Lessons Learned from real-world use cases. <i>Procedia CIRP</i>. 2024;130:100-105. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.10.062\">10.1016/j.procir.2024.10.062</a>","ieee":"S. Hartmann, J. Brock, A. Kühn, and R. Dumitrescu, “Applying Artificial Intelligence in the Smart Factory: Lessons Learned from real-world use cases,” <i>Procedia CIRP</i>, vol. 130, pp. 100–105, 2024, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.10.062\">10.1016/j.procir.2024.10.062</a>.","chicago":"Hartmann, Stefan, Jonathan Brock, Arno Kühn, and Roman Dumitrescu. “Applying Artificial Intelligence in the Smart Factory: Lessons Learned from Real-World Use Cases.” <i>Procedia CIRP</i> 130 (2024): 100–105. <a href=\"https://doi.org/10.1016/j.procir.2024.10.062\">https://doi.org/10.1016/j.procir.2024.10.062</a>."},"year":"2024","department":[{"_id":"563"}],"user_id":"15782","_id":"58420","language":[{"iso":"eng"}],"publication":"Procedia CIRP","type":"journal_article","status":"public"},{"language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"58423","status":"public","type":"conference","doi":"10.15488/17721","conference":{"start_date":"2024-07-09","name":"CPSL - Conference on Production Systems and Logistics 2024 ","location":"Hawaii, Honululu","end_date":"2024-07-12"},"title":"Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories","author":[{"first_name":"Julian","last_name":"Weller","full_name":"Weller, Julian"},{"full_name":"Migenda, Nico","last_name":"Migenda","first_name":"Nico"},{"first_name":"Arno","last_name":"Kühn","full_name":"Kühn, Arno"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"date_created":"2025-01-30T13:25:26Z","date_updated":"2025-01-30T13:40:01Z","publisher":"LibreCat University","citation":{"ama":"Weller J, Migenda N, Kühn A, Dumitrescu R. Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories. In: LibreCat University; 2024. doi:<a href=\"https://doi.org/10.15488/17721\">10.15488/17721</a>","ieee":"J. Weller, N. Migenda, A. Kühn, and R. Dumitrescu, “Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories,” presented at the CPSL - Conference on Production Systems and Logistics 2024 , Hawaii, Honululu, 2024, doi: <a href=\"https://doi.org/10.15488/17721\">10.15488/17721</a>.","chicago":"Weller, Julian, Nico Migenda, Arno Kühn, and Roman Dumitrescu. “Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories.” LibreCat University, 2024. <a href=\"https://doi.org/10.15488/17721\">https://doi.org/10.15488/17721</a>.","short":"J. Weller, N. Migenda, A. Kühn, R. Dumitrescu, in: LibreCat University, 2024.","bibtex":"@inproceedings{Weller_Migenda_Kühn_Dumitrescu_2024, title={Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories}, DOI={<a href=\"https://doi.org/10.15488/17721\">10.15488/17721</a>}, publisher={LibreCat University}, author={Weller, Julian and Migenda, Nico and Kühn, Arno and Dumitrescu, Roman}, year={2024} }","mla":"Weller, Julian, et al. <i>Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories</i>. LibreCat University, 2024, doi:<a href=\"https://doi.org/10.15488/17721\">10.15488/17721</a>.","apa":"Weller, J., Migenda, N., Kühn, A., &#38; Dumitrescu, R. (2024). <i>Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories</i>. CPSL - Conference on Production Systems and Logistics 2024 , Hawaii, Honululu. <a href=\"https://doi.org/10.15488/17721\">https://doi.org/10.15488/17721</a>"},"year":"2024"}]