[{"title":"Improving Process Mining Maturity – From Intentions to Actions","doi":"10.1007/s12599-024-00882-7","date_updated":"2025-01-30T11:51:55Z","publisher":"Springer Science and Business Media LLC","volume":66,"author":[{"first_name":"Jonathan","last_name":"Brock","full_name":"Brock, Jonathan"},{"full_name":"Brennig, Katharina","last_name":"Brennig","first_name":"Katharina"},{"full_name":"Löhr, Bernd","last_name":"Löhr","first_name":"Bernd"},{"first_name":"Christian","last_name":"Bartelheimer","full_name":"Bartelheimer, Christian"},{"first_name":"Sebastian","last_name":"von Enzberg","full_name":"von Enzberg, Sebastian"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"date_created":"2025-01-30T11:51:19Z","year":"2024","intvolume":"        66","page":"585-605","citation":{"ieee":"J. Brock, K. Brennig, B. Löhr, C. Bartelheimer, S. von Enzberg, and R. Dumitrescu, “Improving Process Mining Maturity – From Intentions to Actions,” <i>Business &#38;amp; Information Systems Engineering</i>, vol. 66, no. 5, pp. 585–605, 2024, doi: <a href=\"https://doi.org/10.1007/s12599-024-00882-7\">10.1007/s12599-024-00882-7</a>.","chicago":"Brock, Jonathan, Katharina Brennig, Bernd Löhr, Christian Bartelheimer, Sebastian von Enzberg, and Roman Dumitrescu. “Improving Process Mining Maturity – From Intentions to Actions.” <i>Business &#38;amp; Information Systems Engineering</i> 66, no. 5 (2024): 585–605. <a href=\"https://doi.org/10.1007/s12599-024-00882-7\">https://doi.org/10.1007/s12599-024-00882-7</a>.","ama":"Brock J, Brennig K, Löhr B, Bartelheimer C, von Enzberg S, Dumitrescu R. Improving Process Mining Maturity – From Intentions to Actions. <i>Business &#38;amp; Information Systems Engineering</i>. 2024;66(5):585-605. doi:<a href=\"https://doi.org/10.1007/s12599-024-00882-7\">10.1007/s12599-024-00882-7</a>","bibtex":"@article{Brock_Brennig_Löhr_Bartelheimer_von Enzberg_Dumitrescu_2024, title={Improving Process Mining Maturity – From Intentions to Actions}, volume={66}, DOI={<a href=\"https://doi.org/10.1007/s12599-024-00882-7\">10.1007/s12599-024-00882-7</a>}, number={5}, journal={Business &#38;amp; Information Systems Engineering}, publisher={Springer Science and Business Media LLC}, author={Brock, Jonathan and Brennig, Katharina and Löhr, Bernd and Bartelheimer, Christian and von Enzberg, Sebastian and Dumitrescu, Roman}, year={2024}, pages={585–605} }","short":"J. Brock, K. Brennig, B. Löhr, C. Bartelheimer, S. von Enzberg, R. Dumitrescu, Business &#38;amp; Information Systems Engineering 66 (2024) 585–605.","mla":"Brock, Jonathan, et al. “Improving Process Mining Maturity – From Intentions to Actions.” <i>Business &#38;amp; Information Systems Engineering</i>, vol. 66, no. 5, Springer Science and Business Media LLC, 2024, pp. 585–605, doi:<a href=\"https://doi.org/10.1007/s12599-024-00882-7\">10.1007/s12599-024-00882-7</a>.","apa":"Brock, J., Brennig, K., Löhr, B., Bartelheimer, C., von Enzberg, S., &#38; Dumitrescu, R. (2024). Improving Process Mining Maturity – From Intentions to Actions. <i>Business &#38;amp; Information Systems Engineering</i>, <i>66</i>(5), 585–605. <a href=\"https://doi.org/10.1007/s12599-024-00882-7\">https://doi.org/10.1007/s12599-024-00882-7</a>"},"publication_identifier":{"issn":["2363-7005","1867-0202"]},"publication_status":"published","issue":"5","language":[{"iso":"eng"}],"_id":"58405","department":[{"_id":"563"}],"user_id":"15782","abstract":[{"text":"<jats:title>Abstract</jats:title><jats:p>Process mining is advancing as a powerful tool for revealing valuable insights about process dynamics. Nevertheless, the imperative to employ process mining to enhance process transparency is a prevailing concern for organizations. Despite the widespread desire to integrate process mining as a pivotal catalyst for fostering a more agile and flexible Business Process Management (BPM) environment, many organizations face challenges in achieving widespread implementation and adoption due to deficiencies in various dimensions of process mining readiness. The current Information Systems (IS) knowledge base lacks a comprehensive framework to aid organizations in augmenting their process mining readiness and bridging this intention-action gap. The paper presents a Process Mining Maturity Model (P3M), refined through multiple iterations, which outlines five factors and 23 elements that organizations must address to increase their process mining readiness. The maturity model advances the understanding of how to close the intention-action gap of process mining initiatives in multiple dimensions. Furthermore, insights from a comprehensive analysis of data gathered in eleven qualitative interviews are drawn, elucidating 30 possible actions that organizations can implement to establish a more responsive and dynamic BPM environment by means of process mining.</jats:p>","lang":"eng"}],"status":"public","publication":"Business &amp; Information Systems Engineering","type":"journal_article"},{"doi":"10.3390/ma17081907","author":[{"first_name":"Alexander","last_name":"Delp","full_name":"Delp, Alexander"},{"last_name":"Wu","orcid":"0000-0001-8645-9952","id":"48039","full_name":"Wu, Shuang","first_name":"Shuang"},{"first_name":"Jonathan","full_name":"Freund, Jonathan","last_name":"Freund"},{"first_name":"Ronja","full_name":"Scholz, Ronja","last_name":"Scholz"},{"first_name":"Miriam","last_name":"Löbbecke","full_name":"Löbbecke, Miriam"},{"id":"553","full_name":"Tröster, Thomas","last_name":"Tröster","first_name":"Thomas"},{"last_name":"Haubrich","full_name":"Haubrich, Jan","first_name":"Jan"},{"first_name":"Frank","full_name":"Walther, Frank","last_name":"Walther"}],"volume":17,"date_updated":"2025-01-30T12:31:13Z","citation":{"chicago":"Delp, Alexander, Shuang Wu, Jonathan Freund, Ronja Scholz, Miriam Löbbecke, Thomas Tröster, Jan Haubrich, and Frank Walther. “Characterization of Interfacial Corrosion Behavior of Hybrid Laminate EN AW-6082 ∪ CFRP.” <i>Materials</i> 17, no. 8 (2024). <a href=\"https://doi.org/10.3390/ma17081907\">https://doi.org/10.3390/ma17081907</a>.","ieee":"A. Delp <i>et al.</i>, “Characterization of Interfacial Corrosion Behavior of Hybrid Laminate EN AW-6082 ∪ CFRP,” <i>Materials</i>, vol. 17, no. 8, Art. no. 1907, 2024, doi: <a href=\"https://doi.org/10.3390/ma17081907\">10.3390/ma17081907</a>.","ama":"Delp A, Wu S, Freund J, et al. Characterization of Interfacial Corrosion Behavior of Hybrid Laminate EN AW-6082 ∪ CFRP. <i>Materials</i>. 2024;17(8). doi:<a href=\"https://doi.org/10.3390/ma17081907\">10.3390/ma17081907</a>","apa":"Delp, A., Wu, S., Freund, J., Scholz, R., Löbbecke, M., Tröster, T., Haubrich, J., &#38; Walther, F. (2024). Characterization of Interfacial Corrosion Behavior of Hybrid Laminate EN AW-6082 ∪ CFRP. <i>Materials</i>, <i>17</i>(8), Article 1907. <a href=\"https://doi.org/10.3390/ma17081907\">https://doi.org/10.3390/ma17081907</a>","bibtex":"@article{Delp_Wu_Freund_Scholz_Löbbecke_Tröster_Haubrich_Walther_2024, title={Characterization of Interfacial Corrosion Behavior of Hybrid Laminate EN AW-6082 ∪ CFRP}, volume={17}, DOI={<a href=\"https://doi.org/10.3390/ma17081907\">10.3390/ma17081907</a>}, number={81907}, journal={Materials}, publisher={MDPI AG}, author={Delp, Alexander and Wu, Shuang and Freund, Jonathan and Scholz, Ronja and Löbbecke, Miriam and Tröster, Thomas and Haubrich, Jan and Walther, Frank}, year={2024} }","mla":"Delp, Alexander, et al. “Characterization of Interfacial Corrosion Behavior of Hybrid Laminate EN AW-6082 ∪ CFRP.” <i>Materials</i>, vol. 17, no. 8, 1907, MDPI AG, 2024, doi:<a href=\"https://doi.org/10.3390/ma17081907\">10.3390/ma17081907</a>.","short":"A. Delp, S. Wu, J. Freund, R. Scholz, M. Löbbecke, T. Tröster, J. Haubrich, F. Walther, Materials 17 (2024)."},"intvolume":"        17","publication_status":"published","publication_identifier":{"issn":["1996-1944"]},"article_type":"original","article_number":"1907","user_id":"48039","department":[{"_id":"321"},{"_id":"149"},{"_id":"9"}],"_id":"55762","status":"public","type":"journal_article","title":"Characterization of Interfacial Corrosion Behavior of Hybrid Laminate EN AW-6082 ∪ CFRP","date_created":"2024-08-26T10:48:30Z","publisher":"MDPI AG","year":"2024","issue":"8","quality_controlled":"1","language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"The corrosion behavior of a hybrid laminate consisting of laser-structured aluminum EN AW-6082 ∪ carbon fiber-reinforced polymer was investigated. Specimens were corroded in aqueous NaCl electrolyte (0.1 mol/L) over a period of up to 31 days and characterized continuously by means of scanning electron and light microscopy, supplemented by energy dispersive X-ray spectroscopy. Comparative linear sweep voltammetry was employed on the first and seventh day of the corrosion experiment. The influence of different laser morphologies and production process parameters on corrosion behavior was compared. The corrosion reaction mainly arises from the aluminum component and shows distinct differences in long-term corrosion morphology between pure EN AW-6082 and the hybrid laminate. Compared to short-term investigations, a strong influence of galvanic corrosion on the interface is assumed. No distinct influences of different laser structuring and process parameters on the corrosion behavior were detected. Weight measurements suggest a continuous loss of mass attributed to the detachment of corrosion products.</jats:p>"}],"publication":"Materials"},{"language":[{"iso":"eng"}],"_id":"58410","user_id":"15782","department":[{"_id":"563"}],"editor":[{"full_name":" Malmqvist, J.","last_name":" Malmqvist","first_name":"J."},{"last_name":"Candi","full_name":"Candi, M.","first_name":"M."},{"first_name":"R. J.","full_name":"Saemundsson, R. J.","last_name":"Saemundsson"},{"first_name":"F.","full_name":"Bystrom, F.","last_name":"Bystrom"},{"full_name":"Isaksson, O.","last_name":"Isaksson","first_name":"O."}],"status":"public","type":"conference","publication":"Proceedings of NordDesign 2024","title":"Use Cases of Generative AI In Factory Planning: Potential and Challenges","conference":{"location":"Reykjavik, Iceland ","end_date":"2024-08-14","start_date":"2024-08-12","name":"NordDesign 2024"},"date_updated":"2025-01-30T12:21:58Z","author":[{"last_name":"Disselkamp","full_name":"Disselkamp, Jan-Philipp","first_name":"Jan-Philipp"},{"first_name":"Christian","last_name":"Kürpick","full_name":"Kürpick, Christian"},{"full_name":"Schütte, Ben","last_name":"Schütte","first_name":"Ben"},{"last_name":"Hovemann","full_name":"Hovemann, Aschot","first_name":"Aschot"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"}],"date_created":"2025-01-30T12:21:50Z","year":"2024","place":"Reykjavik, Iceland, 12th - 14th August 2024","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.","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.","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.","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>.","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} }"},"publication_status":"published","publication_identifier":{"isbn":["978-1-912254-21-7"]}},{"type":"journal_article","publication":"Procedia CIRP","status":"public","_id":"58406","user_id":"15782","department":[{"_id":"563"}],"language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"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>","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>.","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>.","short":"J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, Procedia CIRP 128 (2024) 268–273.","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>.","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>"},"page":"268-273","intvolume":"       128","date_updated":"2025-01-30T11:53:45Z","publisher":"Elsevier BV","date_created":"2025-01-30T11:53:07Z","author":[{"full_name":"Brock, Jonathan","last_name":"Brock","first_name":"Jonathan"},{"first_name":"Sebastian von","full_name":"Enzberg, Sebastian von","last_name":"Enzberg"},{"first_name":"Arno","last_name":"Kühn","full_name":"Kühn, Arno"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"volume":128,"title":"Towards business use cases of process mining in product development and manufacturing: Deriving and classifying 18 application scenarios in industry","doi":"10.1016/j.procir.2024.06.022"},{"date_updated":"2025-01-30T11:55:22Z","publisher":"Elsevier BV","author":[{"last_name":"Lick","full_name":"Lick, Jonas","first_name":"Jonas"},{"first_name":"Jan-Philipp","last_name":"Disselkamp","full_name":"Disselkamp, Jan-Philipp"},{"last_name":"Kattenstroth","full_name":"Kattenstroth, Fiona","first_name":"Fiona"},{"last_name":"Trienens","full_name":"Trienens, Malte","first_name":"Malte"},{"full_name":"Rasor, Rik","last_name":"Rasor","first_name":"Rik"},{"last_name":"Kühn","full_name":"Kühn, Arno","first_name":"Arno"},{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"}],"date_created":"2025-01-30T11:55:03Z","volume":128,"title":"Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture","doi":"10.1016/j.procir.2024.03.038","publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"year":"2024","citation":{"short":"J. Lick, J.-P. Disselkamp, F. Kattenstroth, M. Trienens, R. Rasor, A. Kühn, R. Dumitrescu, Procedia CIRP 128 (2024) 603–608.","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} }","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>.","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>","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>.","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>"},"intvolume":"       128","page":"603-608","_id":"58407","user_id":"15782","department":[{"_id":"563"}],"language":[{"iso":"eng"}],"type":"journal_article","publication":"Procedia CIRP","status":"public"},{"publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"citation":{"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>","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} }","short":"F. Kattenstroth, J.-P. Disselkamp, J. Lick, R. Dumitrescu, Procedia CIRP 128 (2024) 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>.","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>","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>.","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>."},"page":"442-447","intvolume":"       128","year":"2024","author":[{"last_name":"Kattenstroth","full_name":"Kattenstroth, Fiona","first_name":"Fiona"},{"first_name":"Jan-Philipp","last_name":"Disselkamp","full_name":"Disselkamp, Jan-Philipp"},{"full_name":"Lick, Jonas","last_name":"Lick","first_name":"Jonas"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"}],"date_created":"2025-01-30T11:57:29Z","volume":128,"date_updated":"2025-01-30T11:57:49Z","publisher":"Elsevier BV","doi":"10.1016/j.procir.2024.07.052","title":"Challenges in the implementation of simulation models for the digital factory twin - a systematic literature review","type":"journal_article","publication":"Procedia CIRP","status":"public","user_id":"15782","department":[{"_id":"563"}],"_id":"58409","language":[{"iso":"eng"}]},{"status":"public","type":"journal_article","publication":"Procedia CIRP","language":[{"iso":"eng"}],"user_id":"15782","department":[{"_id":"563"}],"_id":"58408","citation":{"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} }","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>","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>"},"intvolume":"       128","page":"204-209","year":"2024","publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"doi":"10.1016/j.procir.2024.03.010","title":"Product and production design - Rethinking views on flexibility","author":[{"full_name":"Beibl, Julia","last_name":"Beibl","first_name":"Julia"},{"first_name":"Jan-Philipp","full_name":"Disselkamp, Jan-Philipp","last_name":"Disselkamp"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"},{"last_name":"Krause","full_name":"Krause, Dieter","first_name":"Dieter"}],"date_created":"2025-01-30T11:56:10Z","volume":128,"date_updated":"2025-01-30T11:56:32Z","publisher":"Elsevier BV"},{"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?","issue":"1","year":"2024","language":[{"iso":"eng"}],"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"}],"author":[{"full_name":"Haarmann, Lennard","last_name":"Haarmann","first_name":"Lennard"},{"first_name":"Johannes J.","full_name":"Jobelius, Johannes J.","last_name":"Jobelius"},{"full_name":"Machon, Fabian","last_name":"Machon","first_name":"Fabian"},{"first_name":"Martin","full_name":"Rabe, Martin","last_name":"Rabe"},{"full_name":"Kühn, Arno","last_name":"Kühn","first_name":"Arno"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"volume":19,"date_updated":"2025-01-30T12:39:00Z","doi":"10.34190/ecie.19.1.2634","publication_status":"published","publication_identifier":{"issn":["2049-1069","2049-1050"]},"citation":{"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} }","short":"L. Haarmann, J.J. Jobelius, F. Machon, M. Rabe, A. Kühn, R. Dumitrescu, European Conference on Innovation and Entrepreneurship 19 (2024) 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>.","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>","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>."},"intvolume":"        19","page":"225-235","user_id":"15782","department":[{"_id":"563"}],"_id":"58413","type":"journal_article","status":"public"},{"department":[{"_id":"563"}],"user_id":"15782","_id":"58411","language":[{"iso":"eng"}],"publication":"Proceedings of NordDesign 2024","type":"conference","status":"public","editor":[{"last_name":"Malmqvist","full_name":"Malmqvist, J.","first_name":"J."},{"last_name":"Candi","full_name":"Candi, M.","first_name":"M."},{"last_name":"Saemundsson","full_name":"Saemundsson, R. J.","first_name":"R. J."},{"full_name":"Isaksson, O.","last_name":"Isaksson","first_name":"O."}],"date_created":"2025-01-30T12:36:32Z","author":[{"last_name":"Disselkamp","full_name":"Disselkamp, Jan-Philipp","first_name":"Jan-Philipp"},{"full_name":"Seidenberg, Tobias","last_name":"Seidenberg","first_name":"Tobias"},{"last_name":"Lick","full_name":"Lick, Jonas","first_name":"Jonas"},{"last_name":"Ptock","full_name":"Ptock, Lukas","first_name":"Lukas"},{"last_name":"Hovemann","full_name":"Hovemann, Aschot","first_name":"Aschot"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"}],"date_updated":"2025-01-30T12:37:56Z","conference":{"start_date":"2024-08-12","name":"NordDesign 2024","location":"Reykjavik, Iceland","end_date":"2024-08-14"},"title":"Engineering Genetics - Towards the Double Helix Model for Integrative Product and Production Design","publication_identifier":{"unknown":["978-1-912254-21-7"]},"page":"236-245","citation":{"apa":"Disselkamp, J.-P., Seidenberg, T., Lick, J., Ptock, L., Hovemann, A., &#38; Dumitrescu, R. (2024). Engineering Genetics - Towards the Double Helix Model for Integrative Product and Production Design. In J. Malmqvist, M. Candi, R. J. Saemundsson, &#38; O. Isaksson (Eds.), <i>Proceedings of NordDesign 2024</i> (pp. 236–245).","short":"J.-P. Disselkamp, T. Seidenberg, J. Lick, L. Ptock, A. Hovemann, R. Dumitrescu, in: J. Malmqvist, M. Candi, R.J. Saemundsson, O. Isaksson (Eds.), Proceedings of NordDesign 2024, 2024, pp. 236–245.","bibtex":"@inproceedings{Disselkamp_Seidenberg_Lick_Ptock_Hovemann_Dumitrescu_2024, title={Engineering Genetics - Towards the Double Helix Model for Integrative Product and Production Design}, booktitle={Proceedings of NordDesign 2024}, author={Disselkamp, Jan-Philipp and Seidenberg, Tobias and Lick, Jonas and Ptock, Lukas and Hovemann, Aschot and Dumitrescu, Roman}, editor={Malmqvist, J. and Candi, M. and Saemundsson, R. J. and Isaksson, O.}, year={2024}, pages={236–245} }","mla":"Disselkamp, Jan-Philipp, et al. “Engineering Genetics - Towards the Double Helix Model for Integrative Product and Production Design.” <i>Proceedings of NordDesign 2024</i>, edited by J. Malmqvist et al., 2024, pp. 236–45.","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. In: Malmqvist J, Candi M, Saemundsson RJ, Isaksson O, eds. <i>Proceedings of NordDesign 2024</i>. ; 2024:236-245.","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."},"year":"2024"},{"author":[{"first_name":"Daria","full_name":"Wilke, Daria","last_name":"Wilke"},{"first_name":"Christian","full_name":"Bremer, Christian","last_name":"Bremer"},{"full_name":"Disselkamp, Jan-Philipp","last_name":"Disselkamp","first_name":"Jan-Philipp"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"date_created":"2025-01-30T12:37:29Z","publisher":"The Design Society","date_updated":"2025-01-30T12:37:53Z","doi":"10.35199/norddesign2024.35","title":"Model-Based Handling of Variability in Offer Management in Mechanical and Plant Engineering","publication_status":"published","citation":{"mla":"Wilke, Daria, et al. “Model-Based Handling of Variability in Offer Management in Mechanical and Plant Engineering.” <i>Proceedings of NordDesign 2024</i>, The Design Society, 2024, doi:<a href=\"https://doi.org/10.35199/norddesign2024.35\">10.35199/norddesign2024.35</a>.","bibtex":"@inproceedings{Wilke_Bremer_Disselkamp_Dumitrescu_2024, title={Model-Based Handling of Variability in Offer Management in Mechanical and Plant Engineering}, DOI={<a href=\"https://doi.org/10.35199/norddesign2024.35\">10.35199/norddesign2024.35</a>}, booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Wilke, Daria and Bremer, Christian and Disselkamp, Jan-Philipp and Dumitrescu, Roman}, year={2024} }","short":"D. Wilke, C. Bremer, J.-P. Disselkamp, R. Dumitrescu, in: Proceedings of NordDesign 2024, The Design Society, 2024.","apa":"Wilke, D., Bremer, C., Disselkamp, J.-P., &#38; Dumitrescu, R. (2024). Model-Based Handling of Variability in Offer Management in Mechanical and Plant Engineering. <i>Proceedings of NordDesign 2024</i>. <a href=\"https://doi.org/10.35199/norddesign2024.35\">https://doi.org/10.35199/norddesign2024.35</a>","ieee":"D. Wilke, C. Bremer, J.-P. Disselkamp, and R. Dumitrescu, “Model-Based Handling of Variability in Offer Management in Mechanical and Plant Engineering,” 2024, doi: <a href=\"https://doi.org/10.35199/norddesign2024.35\">10.35199/norddesign2024.35</a>.","chicago":"Wilke, Daria, Christian Bremer, Jan-Philipp Disselkamp, and Roman Dumitrescu. “Model-Based Handling of Variability in Offer Management in Mechanical and Plant Engineering.” In <i>Proceedings of NordDesign 2024</i>. The Design Society, 2024. <a href=\"https://doi.org/10.35199/norddesign2024.35\">https://doi.org/10.35199/norddesign2024.35</a>.","ama":"Wilke D, Bremer C, Disselkamp J-P, Dumitrescu R. Model-Based Handling of Variability in Offer Management in Mechanical and Plant Engineering. In: <i>Proceedings of NordDesign 2024</i>. The Design Society; 2024. doi:<a href=\"https://doi.org/10.35199/norddesign2024.35\">10.35199/norddesign2024.35</a>"},"year":"2024","user_id":"15782","department":[{"_id":"563"}],"_id":"58412","language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of NordDesign 2024","status":"public"},{"date_created":"2025-01-30T12:40:42Z","author":[{"last_name":"Lick","full_name":"Lick, Jonas","first_name":"Jonas"},{"first_name":"Julian","full_name":"Weller, Julian","last_name":"Weller"},{"full_name":"Brock, Jonathan","last_name":"Brock","first_name":"Jonathan"},{"full_name":"Pathak, Shantanu","last_name":"Pathak","first_name":"Shantanu"},{"full_name":"Disselkamp, Jan-Philipp","last_name":"Disselkamp","first_name":"Jan-Philipp"},{"first_name":"Arno","full_name":"Kühn, Arno","last_name":"Kühn"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"}],"volume":130,"publisher":"Elsevier BV","date_updated":"2025-01-30T12:41:00Z","doi":"10.1016/j.procir.2024.10.157","title":"Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-based Approach With The Help Of A Capability Map","publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"citation":{"ama":"Lick J, Weller J, Brock J, et al. Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-based Approach With The Help Of A Capability Map. <i>Procedia CIRP</i>. 2024;130:736-742. doi:<a href=\"https://doi.org/10.1016/j.procir.2024.10.157\">10.1016/j.procir.2024.10.157</a>","chicago":"Lick, Jonas, Julian Weller, Jonathan Brock, Shantanu Pathak, Jan-Philipp Disselkamp, Arno Kühn, and Roman Dumitrescu. “Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-Based Approach With The Help Of A Capability Map.” <i>Procedia CIRP</i> 130 (2024): 736–42. <a href=\"https://doi.org/10.1016/j.procir.2024.10.157\">https://doi.org/10.1016/j.procir.2024.10.157</a>.","ieee":"J. Lick <i>et al.</i>, “Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-based Approach With The Help Of A Capability Map,” <i>Procedia CIRP</i>, vol. 130, pp. 736–742, 2024, doi: <a href=\"https://doi.org/10.1016/j.procir.2024.10.157\">10.1016/j.procir.2024.10.157</a>.","bibtex":"@article{Lick_Weller_Brock_Pathak_Disselkamp_Kühn_Dumitrescu_2024, title={Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-based Approach With The Help Of A Capability Map}, volume={130}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2024.10.157\">10.1016/j.procir.2024.10.157</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Lick, Jonas and Weller, Julian and Brock, Jonathan and Pathak, Shantanu and Disselkamp, Jan-Philipp and Kühn, Arno and Dumitrescu, Roman}, year={2024}, pages={736–742} }","short":"J. Lick, J. Weller, J. Brock, S. Pathak, J.-P. Disselkamp, A. Kühn, R. Dumitrescu, Procedia CIRP 130 (2024) 736–742.","mla":"Lick, Jonas, et al. “Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-Based Approach With The Help Of A Capability Map.” <i>Procedia CIRP</i>, vol. 130, Elsevier BV, 2024, pp. 736–42, doi:<a href=\"https://doi.org/10.1016/j.procir.2024.10.157\">10.1016/j.procir.2024.10.157</a>.","apa":"Lick, J., Weller, J., Brock, J., Pathak, S., Disselkamp, J.-P., Kühn, A., &#38; Dumitrescu, R. (2024). Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-based Approach With The Help Of A Capability Map. <i>Procedia CIRP</i>, <i>130</i>, 736–742. <a href=\"https://doi.org/10.1016/j.procir.2024.10.157\">https://doi.org/10.1016/j.procir.2024.10.157</a>"},"intvolume":"       130","page":"736-742","year":"2024","user_id":"15782","department":[{"_id":"563"}],"_id":"58415","language":[{"iso":"eng"}],"type":"journal_article","publication":"Procedia CIRP","status":"public"},{"publisher":"The Design Society","date_updated":"2025-01-30T12:45:43Z","author":[{"first_name":"Denis","full_name":"Tissen, Denis","last_name":"Tissen"},{"first_name":"Ingrid","last_name":"Wiederkehr","full_name":"Wiederkehr, Ingrid"},{"last_name":"Bernijazov","full_name":"Bernijazov, Ruslan","first_name":"Ruslan"},{"first_name":"Christian","last_name":"Koldewey","full_name":"Koldewey, Christian"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"}],"date_created":"2025-01-30T12:45:19Z","title":"Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases","doi":"10.35199/norddesign2024.58","publication_status":"published","year":"2024","citation":{"apa":"Tissen, D., Wiederkehr, I., Bernijazov, R., Koldewey, C., &#38; Dumitrescu, R. (2024). Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases. <i>Proceedings of NordDesign 2024</i>. <a href=\"https://doi.org/10.35199/norddesign2024.58\">https://doi.org/10.35199/norddesign2024.58</a>","bibtex":"@inproceedings{Tissen_Wiederkehr_Bernijazov_Koldewey_Dumitrescu_2024, title={Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases}, DOI={<a href=\"https://doi.org/10.35199/norddesign2024.58\">10.35199/norddesign2024.58</a>}, booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Tissen, Denis and Wiederkehr, Ingrid and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}, year={2024} }","short":"D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, R. Dumitrescu, in: Proceedings of NordDesign 2024, The Design Society, 2024.","mla":"Tissen, Denis, et al. “Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases.” <i>Proceedings of NordDesign 2024</i>, The Design Society, 2024, doi:<a href=\"https://doi.org/10.35199/norddesign2024.58\">10.35199/norddesign2024.58</a>.","ama":"Tissen D, Wiederkehr I, Bernijazov R, Koldewey C, Dumitrescu R. Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases. In: <i>Proceedings of NordDesign 2024</i>. The Design Society; 2024. doi:<a href=\"https://doi.org/10.35199/norddesign2024.58\">10.35199/norddesign2024.58</a>","ieee":"D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, and R. 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The Design Society, 2024. <a href=\"https://doi.org/10.35199/norddesign2024.46\">https://doi.org/10.35199/norddesign2024.46</a>.","ama":"Haarmann L, Machon F, Rabe M, Asmar L, Kuhn A, Dumitrescu R. The Venture Client Model and Its Challenges for Established Companies. In: <i>Proceedings of NordDesign 2024</i>. The Design Society; 2024. doi:<a href=\"https://doi.org/10.35199/norddesign2024.46\">10.35199/norddesign2024.46</a>"},"year":"2024","publication_status":"published","doi":"10.35199/norddesign2024.46","title":"The Venture Client Model and Its Challenges for Established Companies","date_created":"2025-01-30T12:39:40Z","author":[{"first_name":"Lennard","full_name":"Haarmann, Lennard","last_name":"Haarmann"},{"last_name":"Machon","full_name":"Machon, Fabian","first_name":"Fabian"},{"last_name":"Rabe","full_name":"Rabe, Martin","first_name":"Martin"},{"first_name":"Laban","last_name":"Asmar","full_name":"Asmar, Laban"},{"first_name":"Arno","last_name":"Kuhn","full_name":"Kuhn, Arno"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"publisher":"The Design Society","date_updated":"2025-01-30T12:40:01Z","status":"public","publication":"Proceedings of NordDesign 2024","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"58414"},{"publication_identifier":{"issn":["2212-8271"]},"publication_status":"published","intvolume":"       122","page":"413-418","citation":{"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>.","ieee":"D. 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>.","ama":"Tissen D, Wiederkehr I, Koldewey C, Dumitrescu R. 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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>"},"year":"2024","volume":122,"date_created":"2024-06-13T11:15:00Z","author":[{"last_name":"Tissen","full_name":"Tissen, Denis","first_name":"Denis"},{"last_name":"Wiederkehr","full_name":"Wiederkehr, Ingrid","first_name":"Ingrid"},{"last_name":"Koldewey","full_name":"Koldewey, Christian","first_name":"Christian"},{"full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"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"}]},{"type":"conference","publication":"Proceedings of NordDesign 2024","status":"public","user_id":"15782","department":[{"_id":"563"}],"_id":"58419","language":[{"iso":"eng"}],"publication_status":"published","citation":{"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>.","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>","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>","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>.","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>."},"year":"2024","date_created":"2025-01-30T12:59:03Z","author":[{"first_name":"Oliver","last_name":"Von Heissen","full_name":"Von Heissen, Oliver"},{"full_name":"Hanke, Fabian","last_name":"Hanke","first_name":"Fabian"},{"first_name":"Isaac","last_name":"Mpidi Bita","full_name":"Mpidi Bita, Isaac"},{"full_name":"Hovemann, Aschot","last_name":"Hovemann","first_name":"Aschot"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"date_updated":"2025-01-30T12:59:34Z","publisher":"The Design Society","doi":"10.35199/norddesign2024.54","title":"Toward Intelligent Generation of System Architectures"},{"type":"journal_article","publication":"Mathematics","abstract":[{"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>","lang":"eng"}],"status":"public","_id":"58425","user_id":"15782","department":[{"_id":"563"}],"article_number":"2663","language":[{"iso":"eng"}],"publication_status":"published","publication_identifier":{"issn":["2227-7390"]},"issue":"17","year":"2024","citation":{"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>.","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>","short":"J. Weller, N. Migenda, Y. Naik, T. Heuwinkel, A. Kühn, M. Kohlhase, W. Schenck, R. 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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>","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>.","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. 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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>","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} }","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. 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