[{"language":[{"iso":"eng"}],"user_id":"15782","department":[{"_id":"563"}],"_id":"27093","status":"public","type":"conference","publication":"Procedia CIRP","title":"Identification and specification of standard modules in production for a material flow simulation","date_created":"2021-11-03T09:44:17Z","author":[{"last_name":"Henkenjohann","full_name":"Henkenjohann, Mark","first_name":"Mark"},{"full_name":"Joppen, Robert","last_name":"Joppen","first_name":"Robert"},{"last_name":"Köchling","full_name":"Köchling, Daniel","first_name":"Daniel"},{"last_name":"von Enzberg","full_name":"von Enzberg, Sebastian","first_name":"Sebastian"},{"full_name":"Kühn, Arno","last_name":"Kühn","first_name":"Arno"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"volume":99,"publisher":"Elsevier","date_updated":"2022-01-06T06:57:33Z","citation":{"mla":"Henkenjohann, Mark, et al. “Identification and Specification of Standard Modules in Production for a Material Flow Simulation.” <i>Procedia CIRP</i>, vol. 99, Elsevier, 2021, pp. 21–26.","short":"M. Henkenjohann, R. Joppen, D. Köchling, S. von Enzberg, A. Kühn, R. Dumitrescu, in: Procedia CIRP, Elsevier, 2021, pp. 21–26.","bibtex":"@inproceedings{Henkenjohann_Joppen_Köchling_von Enzberg_Kühn_Dumitrescu_2021, title={Identification and specification of standard modules in production for a material flow simulation}, volume={99}, booktitle={Procedia CIRP}, publisher={Elsevier}, author={Henkenjohann, Mark and Joppen, Robert and Köchling, Daniel and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2021}, pages={21–26} }","apa":"Henkenjohann, M., Joppen, R., Köchling, D., von Enzberg, S., Kühn, A., &#38; Dumitrescu, R. (2021). Identification and specification of standard modules in production for a material flow simulation. <i>Procedia CIRP</i>, <i>99</i>, 21–26.","ieee":"M. Henkenjohann, R. Joppen, D. Köchling, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Identification and specification of standard modules in production for a material flow simulation,” in <i>Procedia CIRP</i>, 2021, vol. 99, pp. 21–26.","chicago":"Henkenjohann, Mark, Robert Joppen, Daniel Köchling, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Identification and Specification of Standard Modules in Production for a Material Flow Simulation.” In <i>Procedia CIRP</i>, 99:21–26. Elsevier, 2021.","ama":"Henkenjohann M, Joppen R, Köchling D, von Enzberg S, Kühn A, Dumitrescu R. Identification and specification of standard modules in production for a material flow simulation. In: <i>Procedia CIRP</i>. Vol 99. Elsevier; 2021:21-26."},"page":"21-26","intvolume":"        99","year":"2021","publication_status":"published"},{"date_created":"2021-11-03T09:52:34Z","author":[{"last_name":"Wiecher","full_name":"Wiecher, Carsten","first_name":"Carsten"},{"first_name":"Joel","last_name":"Greenyer","full_name":"Greenyer, Joel"},{"last_name":"Wolff","full_name":"Wolff, Carsten","first_name":"Carsten"},{"first_name":"Harald","last_name":"Anacker","full_name":"Anacker, Harald"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"publisher":"Springer Nature Switzerland AG","date_updated":"2022-01-06T06:57:33Z","conference":{"name":"27th International Working Conference","start_date":"2021-04-12","end_date":"2021-04-15","location":"Essen"},"title":"Iterative and Scenario-Based Requirements Specification in a System of Systems Context","publication_status":"published","citation":{"apa":"Wiecher, C., Greenyer, J., Wolff, C., Anacker, H., &#38; Dumitrescu, R. (2021). Iterative and Scenario-Based Requirements Specification in a System of Systems Context. In F. Dalpiaz &#38; P. Spoletini (Eds.), <i>Requirements Engineering: Foundation for Software Quality, REFSQ 2021</i>. Springer Nature Switzerland AG.","bibtex":"@inproceedings{Wiecher_Greenyer_Wolff_Anacker_Dumitrescu_2021, place={ Cham, Switzerland}, title={Iterative and Scenario-Based Requirements Specification in a System of Systems Context}, booktitle={Requirements Engineering: Foundation for Software Quality, REFSQ 2021}, publisher={Springer Nature Switzerland AG}, author={Wiecher, Carsten and Greenyer, Joel and Wolff, Carsten and Anacker, Harald and Dumitrescu, Roman}, editor={Dalpiaz, Fabiano and Spoletini, Paola}, year={2021} }","mla":"Wiecher, Carsten, et al. “Iterative and Scenario-Based Requirements Specification in a System of Systems Context.” <i>Requirements Engineering: Foundation for Software Quality, REFSQ 2021</i>, edited by Fabiano Dalpiaz and Paola Spoletini, Springer Nature Switzerland AG, 2021.","short":"C. Wiecher, J. Greenyer, C. Wolff, H. Anacker, R. Dumitrescu, in: F. Dalpiaz, P. Spoletini (Eds.), Requirements Engineering: Foundation for Software Quality, REFSQ 2021, Springer Nature Switzerland AG,  Cham, Switzerland, 2021.","ieee":"C. Wiecher, J. Greenyer, C. Wolff, H. Anacker, and R. Dumitrescu, “Iterative and Scenario-Based Requirements Specification in a System of Systems Context,” in <i>Requirements Engineering: Foundation for Software Quality, REFSQ 2021</i>, Essen, 2021.","chicago":"Wiecher, Carsten, Joel Greenyer, Carsten Wolff, Harald Anacker, and Roman Dumitrescu. “Iterative and Scenario-Based Requirements Specification in a System of Systems Context.” In <i>Requirements Engineering: Foundation for Software Quality, REFSQ 2021</i>, edited by Fabiano Dalpiaz and Paola Spoletini.  Cham, Switzerland: Springer Nature Switzerland AG, 2021.","ama":"Wiecher C, Greenyer J, Wolff C, Anacker H, Dumitrescu R. Iterative and Scenario-Based Requirements Specification in a System of Systems Context. In: Dalpiaz F, Spoletini P, eds. <i>Requirements Engineering: Foundation for Software Quality, REFSQ 2021</i>. Springer Nature Switzerland AG; 2021."},"place":" Cham, Switzerland","year":"2021","department":[{"_id":"563"},{"_id":"26"}],"user_id":"14931","_id":"27094","language":[{"iso":"eng"}],"publication":"Requirements Engineering: Foundation for Software Quality, REFSQ 2021","type":"conference","status":"public","editor":[{"first_name":"Fabiano","last_name":"Dalpiaz","full_name":"Dalpiaz, Fabiano"},{"first_name":"Paola","full_name":"Spoletini, Paola","last_name":"Spoletini"}]},{"_id":"27139","user_id":"15782","department":[{"_id":"563"}],"language":[{"iso":"ger"}],"type":"book_chapter","publication":"Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt","editor":[{"first_name":"Wilhelm","full_name":"Bauer, Wilhelm","last_name":"Bauer"},{"first_name":"Susanne","last_name":"Mütze-Niewöhner","full_name":"Mütze-Niewöhner, Susanne"},{"last_name":"Stowasser","full_name":"Stowasser, Sascha","first_name":"Sascha"},{"first_name":"Claus","last_name":"Zanker","full_name":"Zanker, Claus"},{"full_name":"Müller, Nadine","last_name":"Müller","first_name":"Nadine"}],"status":"public","date_updated":"2022-01-06T06:57:35Z","publisher":"Springer Vieweg, Berlin, Heidelberg","author":[{"first_name":"Marc","last_name":"Foullois","full_name":"Foullois, Marc"},{"full_name":"Kato-Beiderwieden, Anna-Lena","last_name":"Kato-Beiderwieden","first_name":"Anna-Lena"},{"last_name":"Mlekus","full_name":"Mlekus, Lisa","first_name":"Lisa"},{"full_name":"Maier, Günter W.","last_name":"Maier","first_name":"Günter W."},{"first_name":"Sascha","last_name":"Jenderny","full_name":"Jenderny, Sascha"},{"last_name":"Röcker","full_name":"Röcker, Carsten","first_name":"Carsten"},{"last_name":"Dietz","full_name":"Dietz, Oliver","first_name":"Oliver"},{"first_name":"Matthias","full_name":"Pretzlaff, Matthias","last_name":"Pretzlaff"},{"full_name":"Huxdorf, Oliver","last_name":"Huxdorf","first_name":"Oliver"},{"first_name":"Friedrich","last_name":"von Dungern","full_name":"von Dungern, Friedrich"},{"last_name":"Bräutigam","full_name":"Bräutigam, Dieter","first_name":"Dieter"},{"last_name":"Seifert","full_name":"Seifert, Lars","first_name":"Lars"},{"last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190","first_name":"Roman"}],"date_created":"2021-11-04T08:15:18Z","title":"Arbeit 4.0 in der Produktentstehung mit IviPep","publication_status":"published","year":"2021","citation":{"apa":"Foullois, M., Kato-Beiderwieden, A.-L., Mlekus, L., Maier, G. W., Jenderny, S., Röcker, C., Dietz, O., Pretzlaff, M., Huxdorf, O., von Dungern, F., Bräutigam, D., Seifert, L., &#38; Dumitrescu, R. (2021). Arbeit 4.0 in der Produktentstehung mit IviPep. In W. Bauer, S. Mütze-Niewöhner, S. Stowasser, C. Zanker, &#38; N. Müller (Eds.), <i>Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt</i> (pp. 239–255). Springer Vieweg, Berlin, Heidelberg.","bibtex":"@inbook{Foullois_Kato-Beiderwieden_Mlekus_Maier_Jenderny_Röcker_Dietz_Pretzlaff_Huxdorf_von Dungern_et al._2021, title={Arbeit 4.0 in der Produktentstehung mit IviPep}, booktitle={Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt}, publisher={Springer Vieweg, Berlin, Heidelberg}, author={Foullois, Marc and Kato-Beiderwieden, Anna-Lena and Mlekus, Lisa and Maier, Günter W. and Jenderny, Sascha and Röcker, Carsten and Dietz, Oliver and Pretzlaff, Matthias and Huxdorf, Oliver and von Dungern, Friedrich and et al.}, editor={Bauer, Wilhelm and Mütze-Niewöhner, Susanne and Stowasser, Sascha and Zanker, Claus and Müller, Nadine}, year={2021}, pages={239–255} }","short":"M. Foullois, A.-L. Kato-Beiderwieden, L. Mlekus, G.W. Maier, S. Jenderny, C. Röcker, O. Dietz, M. Pretzlaff, O. Huxdorf, F. von Dungern, D. Bräutigam, L. Seifert, R. Dumitrescu, in: W. Bauer, S. Mütze-Niewöhner, S. Stowasser, C. Zanker, N. Müller (Eds.), Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt, Springer Vieweg, Berlin, Heidelberg, 2021, pp. 239–255.","mla":"Foullois, Marc, et al. “Arbeit 4.0 in der Produktentstehung mit IviPep.” <i>Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt</i>, edited by Wilhelm Bauer et al., Springer Vieweg, Berlin, Heidelberg, 2021, pp. 239–55.","chicago":"Foullois, Marc, Anna-Lena Kato-Beiderwieden, Lisa Mlekus, Günter W. Maier, Sascha Jenderny, Carsten Röcker, Oliver Dietz, et al. “Arbeit 4.0 in der Produktentstehung mit IviPep.” In <i>Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt</i>, edited by Wilhelm Bauer, Susanne Mütze-Niewöhner, Sascha Stowasser, Claus Zanker, and Nadine Müller, 239–55. Springer Vieweg, Berlin, Heidelberg, 2021.","ieee":"M. Foullois <i>et al.</i>, “Arbeit 4.0 in der Produktentstehung mit IviPep,” in <i>Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt</i>, W. Bauer, S. Mütze-Niewöhner, S. Stowasser, C. Zanker, and N. Müller, Eds. Springer Vieweg, Berlin, Heidelberg, 2021, pp. 239–255.","ama":"Foullois M, Kato-Beiderwieden A-L, Mlekus L, et al. Arbeit 4.0 in der Produktentstehung mit IviPep. In: Bauer W, Mütze-Niewöhner S, Stowasser S, Zanker C, Müller N, eds. <i>Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt</i>. Springer Vieweg, Berlin, Heidelberg; 2021:239-255."},"page":"239-255"},{"abstract":[{"text":"Hardly any other area has as much disruptive potential as digital platforms in the course of digitalization. After serious changes have already taken place in the B2C sector with platforms such as Amazon and Airbnb, the B2B sector is on the threshold to the so-called platform economy. In mechanical engineering, pioneers like GE (PREDIX) and Claas (365FarmNet) are trying to get their hands on the act. This is hardly a promising option for small and medium-sized companies, as only a few large companies will survive. Small and medium-sized enterprises (SMEs) are already facing the threat of losing direct consumer contact and becoming exchangeable executers. In order to prevent this, it is important to anticipate at an early stage which strategic options exist for the future platform economy and which adjustments to the product program should already be initiated today. Basically, medium-sized companies in particular lack a strategy for an advantageous entry into the future platform economy. The paper presents different approaches to master the challenges of participating in the platform economy by using platform patterns. Platform patterns represent proven principles of already existing platforms. We show how we derived a catalogue with 37 identified platform patterns. The catalogue has a generic design and can be customized for a specific use case. The versatility of the catalogue is underlined by three possible applications: (1) platform ideation, (2) platform development, and (3) platform characterization.","lang":"eng"}],"publication":"Journal of the Knowledge Economy","keyword":["Digitalization","Digital platforms","Platform economy","Multisided markets","B2B platforms"],"language":[{"iso":"eng"}],"year":"2021","title":"Platform Patterns - Using Proven Principles to Develop Digital Platforms","publisher":"Springer","date_created":"2021-11-04T08:17:35Z","editor":[{"first_name":"Elias G. ","last_name":"Carayannis","full_name":"Carayannis, Elias G. "}],"status":"public","type":"conference","_id":"27140","department":[{"_id":"563"}],"user_id":"15782","page":"519-543","citation":{"apa":"Drewel, M., Özcan, L., Gausemeier, J., &#38; Dumitrescu, R. (2021). Platform Patterns - Using Proven Principles to Develop Digital Platforms. In E. G. Carayannis (Ed.), <i>Journal of the Knowledge Economy: Vol. Volume 12</i> (pp. 519–543). Springer. <a href=\"https://doi.org/10.1007/s13132-021-00772-3\">https://doi.org/10.1007/s13132-021-00772-3</a>","bibtex":"@inproceedings{Drewel_Özcan_Gausemeier_Dumitrescu_2021, title={Platform Patterns - Using Proven Principles to Develop Digital Platforms}, volume={Volume 12}, DOI={<a href=\"https://doi.org/10.1007/s13132-021-00772-3\">10.1007/s13132-021-00772-3</a>}, booktitle={Journal of the Knowledge Economy}, publisher={Springer}, author={Drewel, Marvin and Özcan, Leon and Gausemeier, Jürgen and Dumitrescu, Roman}, editor={Carayannis, Elias G. }, year={2021}, pages={519–543} }","mla":"Drewel, Marvin, et al. “Platform Patterns - Using Proven Principles to Develop Digital Platforms.” <i>Journal of the Knowledge Economy</i>, edited by Elias G.  Carayannis, vol. Volume 12, Springer, 2021, pp. 519–43, doi:<a href=\"https://doi.org/10.1007/s13132-021-00772-3\">10.1007/s13132-021-00772-3</a>.","short":"M. Drewel, L. Özcan, J. Gausemeier, R. Dumitrescu, in: E.G. Carayannis (Ed.), Journal of the Knowledge Economy, Springer, 2021, pp. 519–543.","chicago":"Drewel, Marvin, Leon Özcan, Jürgen Gausemeier, and Roman Dumitrescu. “Platform Patterns - Using Proven Principles to Develop Digital Platforms.” In <i>Journal of the Knowledge Economy</i>, edited by Elias G.  Carayannis, Volume 12:519–43. Springer, 2021. <a href=\"https://doi.org/10.1007/s13132-021-00772-3\">https://doi.org/10.1007/s13132-021-00772-3</a>.","ieee":"M. Drewel, L. Özcan, J. Gausemeier, and R. Dumitrescu, “Platform Patterns - Using Proven Principles to Develop Digital Platforms,” in <i>Journal of the Knowledge Economy</i>, 2021, vol. Volume 12, pp. 519–543, doi: <a href=\"https://doi.org/10.1007/s13132-021-00772-3\">10.1007/s13132-021-00772-3</a>.","ama":"Drewel M, Özcan L, Gausemeier J, Dumitrescu R. Platform Patterns - Using Proven Principles to Develop Digital Platforms. In: Carayannis EG, ed. <i>Journal of the Knowledge Economy</i>. Vol Volume 12. Springer; 2021:519-543. doi:<a href=\"https://doi.org/10.1007/s13132-021-00772-3\">10.1007/s13132-021-00772-3</a>"},"publication_status":"published","doi":"10.1007/s13132-021-00772-3","date_updated":"2022-01-06T06:57:35Z","volume":"Volume 12","author":[{"last_name":"Drewel","full_name":"Drewel, Marvin","first_name":"Marvin"},{"first_name":"Leon","last_name":"Özcan","full_name":"Özcan, Leon","id":"45137"},{"first_name":"Jürgen","full_name":"Gausemeier, Jürgen","id":"163","last_name":"Gausemeier"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}]},{"status":"public","type":"conference","publication":"Procedia CIRP","language":[{"iso":"eng"}],"user_id":"15782","department":[{"_id":"563"}],"_id":"27141","citation":{"ama":"Rasor R, Göllner D, Bernijazov R, Kaiser L, Dumitrescu R. Towards collaborative life cycle specification of digital twins in manufacturing value chains. In: <i>Procedia CIRP</i>. Vol 98. Elsevier; 2021:229-234.","chicago":"Rasor, Rik, Denis Göllner, Ruslan Bernijazov, Lydia Kaiser, and Roman Dumitrescu. “Towards Collaborative Life Cycle Specification of Digital Twins in Manufacturing Value Chains.” In <i>Procedia CIRP</i>, 98:229–34. Elsevier, 2021.","ieee":"R. Rasor, D. Göllner, R. Bernijazov, L. Kaiser, and R. Dumitrescu, “Towards collaborative life cycle specification of digital twins in manufacturing value chains,” in <i>Procedia CIRP</i>, 2021, vol. 98, pp. 229–234.","apa":"Rasor, R., Göllner, D., Bernijazov, R., Kaiser, L., &#38; Dumitrescu, R. (2021). Towards collaborative life cycle specification of digital twins in manufacturing value chains. <i>Procedia CIRP</i>, <i>98</i>, 229–234.","mla":"Rasor, Rik, et al. “Towards Collaborative Life Cycle Specification of Digital Twins in Manufacturing Value Chains.” <i>Procedia CIRP</i>, vol. 98, Elsevier, 2021, pp. 229–34.","bibtex":"@inproceedings{Rasor_Göllner_Bernijazov_Kaiser_Dumitrescu_2021, title={Towards collaborative life cycle specification of digital twins in manufacturing value chains}, volume={98}, booktitle={Procedia CIRP}, publisher={Elsevier}, author={Rasor, Rik and Göllner, Denis and Bernijazov, Ruslan and Kaiser, Lydia and Dumitrescu, Roman}, year={2021}, pages={229–234} }","short":"R. Rasor, D. Göllner, R. Bernijazov, L. Kaiser, R. Dumitrescu, in: Procedia CIRP, Elsevier, 2021, pp. 229–234."},"page":"229-234","intvolume":"        98","year":"2021","publication_status":"published","title":"Towards collaborative life cycle specification of digital twins in manufacturing value chains","date_created":"2021-11-04T08:18:09Z","author":[{"first_name":"Rik","last_name":"Rasor","full_name":"Rasor, Rik"},{"first_name":"Denis","last_name":"Göllner","full_name":"Göllner, Denis"},{"last_name":"Bernijazov","full_name":"Bernijazov, Ruslan","first_name":"Ruslan"},{"first_name":"Lydia","last_name":"Kaiser","full_name":"Kaiser, Lydia"},{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"}],"volume":98,"publisher":"Elsevier","date_updated":"2022-01-06T06:57:35Z"},{"_id":"27504","department":[{"_id":"563"}],"user_id":"15782","language":[{"iso":"eng"}],"publication":" Handbook of Engineering Systems Design","type":"book_chapter","editor":[{"full_name":"Maier, Anja","last_name":"Maier","first_name":"Anja"},{"first_name":"Josef","full_name":"Oehmen, Josef","last_name":"Oehmen"},{"first_name":"Pieter E.","full_name":"Vermaas, Pieter E.","last_name":"Vermaas"}],"status":"public","publisher":"Springer, Cham","date_updated":"2022-01-06T06:57:40Z","date_created":"2021-11-16T14:09:25Z","author":[{"first_name":"Dieter","full_name":"Spath, Dieter","last_name":"Spath"},{"id":"163","full_name":"Gausemeier, Jürgen","last_name":"Gausemeier","first_name":"Jürgen"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"},{"full_name":"Winter, Johannes","last_name":"Winter","first_name":"Johannes"},{"first_name":"Steffen","full_name":"Steglich, Steffen","last_name":"Steglich"},{"first_name":"Marvin","last_name":"Drewel","full_name":"Drewel, Marvin"}],"title":"Digitalisation of Society","publication_status":"published","year":"2021","page":"2-27","citation":{"ama":"Spath D, Gausemeier J, Dumitrescu R, Winter J, Steglich S, Drewel M. Digitalisation of Society. In: Maier A, Oehmen J, Vermaas PE, eds. <i> Handbook of Engineering Systems Design</i>. Springer, Cham; 2021:2-27.","chicago":"Spath, Dieter, Jürgen Gausemeier, Roman Dumitrescu, Johannes Winter, Steffen Steglich, and Marvin Drewel. “Digitalisation of Society.” In <i> Handbook of Engineering Systems Design</i>, edited by Anja Maier, Josef Oehmen, and Pieter E. Vermaas, 2–27. Springer, Cham, 2021.","ieee":"D. Spath, J. Gausemeier, R. Dumitrescu, J. Winter, S. Steglich, and M. Drewel, “Digitalisation of Society,” in <i> Handbook of Engineering Systems Design</i>, A. Maier, J. Oehmen, and P. E. Vermaas, Eds. Springer, Cham, 2021, pp. 2–27.","mla":"Spath, Dieter, et al. “Digitalisation of Society.” <i> Handbook of Engineering Systems Design</i>, edited by Anja Maier et al., Springer, Cham, 2021, pp. 2–27.","bibtex":"@inbook{Spath_Gausemeier_Dumitrescu_Winter_Steglich_Drewel_2021, title={Digitalisation of Society}, booktitle={ Handbook of Engineering Systems Design}, publisher={Springer, Cham}, author={Spath, Dieter and Gausemeier, Jürgen and Dumitrescu, Roman and Winter, Johannes and Steglich, Steffen and Drewel, Marvin}, editor={Maier, Anja and Oehmen, Josef and Vermaas, Pieter E.}, year={2021}, pages={2–27} }","short":"D. Spath, J. Gausemeier, R. Dumitrescu, J. Winter, S. Steglich, M. Drewel, in: A. Maier, J. Oehmen, P.E. Vermaas (Eds.),  Handbook of Engineering Systems Design, Springer, Cham, 2021, pp. 2–27.","apa":"Spath, D., Gausemeier, J., Dumitrescu, R., Winter, J., Steglich, S., &#38; Drewel, M. (2021). Digitalisation of Society. In A. Maier, J. Oehmen, &#38; P. E. Vermaas (Eds.), <i> Handbook of Engineering Systems Design</i> (pp. 2–27). Springer, Cham."}},{"citation":{"ieee":"R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, and R. Stark, <i>Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering</i>. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.","chicago":"Dumitrescu, Roman, Albert Albers, Jürgen Gausemeier, Oliver Riedel, and Rainer Stark. <i>Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering</i>. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.","ama":"Dumitrescu R, Albers A, Gausemeier J, Riedel O, Stark R. <i>Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering</i>. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn; 2021.","apa":"Dumitrescu, R., Albers, A., Gausemeier, J., Riedel, O., &#38; Stark, R. (2021). <i>Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering</i>. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn.","mla":"Dumitrescu, Roman, et al. <i>Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering</i>. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.","bibtex":"@book{Dumitrescu_Albers_Gausemeier_Riedel_Stark_2021, title={Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering}, publisher={Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn}, author={Dumitrescu, Roman and Albers, Albert and Gausemeier, Jürgen and Riedel, Oliver and Stark, Rainer}, year={2021} }","short":"R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, R. Stark, Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering, Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021."},"year":"2021","publication_status":"published","title":"Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering","author":[{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"},{"first_name":"Albert","last_name":"Albers","full_name":"Albers, Albert"},{"full_name":"Gausemeier, Jürgen","id":"163","last_name":"Gausemeier","first_name":"Jürgen"},{"first_name":"Oliver","last_name":"Riedel","full_name":"Riedel, Oliver"},{"full_name":"Stark, Rainer","last_name":"Stark","first_name":"Rainer"}],"date_created":"2021-08-20T08:12:46Z","date_updated":"2022-01-06T06:55:55Z","publisher":"Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn","status":"public","type":"book","language":[{"iso":"ger"}],"department":[{"_id":"563"},{"_id":"26"}],"user_id":"15782","_id":"23458"},{"year":"2021","citation":{"ama":"Bernijazov R, Dicks A, Dumitrescu R, et al. A Meta-Review on Artiﬁcial Intelligence in Product Creation. In: <i>Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)</i>. ; 2021.","chicago":"Bernijazov, Ruslan, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas Manuel Hanselle, Eyke Hüllermeier, Gökce Karakaya, et al. “A Meta-Review on Artiﬁcial Intelligence in Product Creation.” In <i>Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)</i>, 2021.","ieee":"R. Bernijazov <i>et al.</i>, “A Meta-Review on Artiﬁcial Intelligence in Product Creation,” presented at the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal, Kanada, 2021.","apa":"Bernijazov, R., Dicks, A., Dumitrescu, R., Foullois, M., Hanselle, J. M., Hüllermeier, E., Karakaya, G., Ködding, P., Lohweg, V., Malatyali, M., Meyer auf der Heide, F., Panzner, M., &#38; Soltenborn, C. (2021). A Meta-Review on Artiﬁcial Intelligence in Product Creation. <i>Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)</i>. 30th International Joint Conference on Artificial Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal, Kanada.","mla":"Bernijazov, Ruslan, et al. “A Meta-Review on Artiﬁcial Intelligence in Product Creation.” <i>Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)</i>, 2021.","short":"R. Bernijazov, A. Dicks, R. Dumitrescu, M. Foullois, J.M. Hanselle, E. Hüllermeier, G. Karakaya, P. Ködding, V. Lohweg, M. Malatyali, F. Meyer auf der Heide, M. Panzner, C. Soltenborn, in: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021.","bibtex":"@inproceedings{Bernijazov_Dicks_Dumitrescu_Foullois_Hanselle_Hüllermeier_Karakaya_Ködding_Lohweg_Malatyali_et al._2021, title={A Meta-Review on Artiﬁcial Intelligence in Product Creation}, booktitle={Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)}, author={Bernijazov, Ruslan and Dicks, Alexander and Dumitrescu, Roman and Foullois, Marc and Hanselle, Jonas Manuel and Hüllermeier, Eyke and Karakaya, Gökce and Ködding, Patrick and Lohweg, Volker and Malatyali, Manuel and et al.}, year={2021} }"},"publication_status":"epub_ahead","quality_controlled":"1","title":"A Meta-Review on Artiﬁcial Intelligence in Product Creation","main_file_link":[{"url":"https://www.hsu-hh.de/imb/wp-content/uploads/sites/677/2021/08/A-Meta-Review-on-Artificial-Intelligence-in-Product-Creation.pdf"}],"conference":{"end_date":"2021-08-26","location":"Montreal, Kanada","name":"30th International Joint Conference on Artificial Intelligence (IJCAI 2021) - Workshop \"AI and Product Design\"","start_date":"2021-08-19"},"date_updated":"2022-01-06T06:55:59Z","date_created":"2021-09-06T08:23:45Z","author":[{"last_name":"Bernijazov","full_name":"Bernijazov, Ruslan","first_name":"Ruslan"},{"full_name":"Dicks, Alexander","last_name":"Dicks","first_name":"Alexander"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"},{"full_name":"Foullois, Marc","last_name":"Foullois","first_name":"Marc"},{"id":"43980","full_name":"Hanselle, Jonas Manuel","orcid":"0000-0002-1231-4985","last_name":"Hanselle","first_name":"Jonas Manuel"},{"first_name":"Eyke","last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke"},{"first_name":"Gökce","last_name":"Karakaya","full_name":"Karakaya, Gökce"},{"first_name":"Patrick","full_name":"Ködding, Patrick","id":"45402","last_name":"Ködding"},{"last_name":"Lohweg","full_name":"Lohweg, Volker","first_name":"Volker"},{"first_name":"Manuel","id":"41265","full_name":"Malatyali, Manuel","last_name":"Malatyali"},{"id":"15523","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide","first_name":"Friedhelm"},{"first_name":"Melina","full_name":"Panzner, Melina","last_name":"Panzner"},{"orcid":"0000-0002-0342-8227","last_name":"Soltenborn","full_name":"Soltenborn, Christian","id":"1737","first_name":"Christian"}],"abstract":[{"lang":"ger","text":"Produktentstehung (PE) bezieht sich auf den Prozess der Planung und Entwicklung eines Produkts sowie der damit verbundenen Dienstleistungen von der ersten Idee bis zur Herstellung und zum Vertrieb. Während dieses Prozesses gibt es zahlreiche Aufgaben, die von menschlichem Fachwissen abhängen und typischerweise von erfahrenen Experten übernommen werden. Da sich das Feld der Künstlichen Intelligenz (KI) immer weiterentwickelt und seinen Weg in den Fertigungssektor findet, gibt es viele Möglichkeiten für eine Anwendung von KI, um bei der Lösung der oben genannten Aufgaben zu helfen. In diesem Paper geben wir einen umfassenden Überblick über den aktuellen Stand der Technik des Einsatzes von KI in der PE. \r\nIm Detail analysieren wir 40 bestehende Surveys zu KI in der PE und 94 Case Studies, um herauszufinden, welche Bereiche der PE von der aktuellen Forschung in diesem Bereich vorrangig adressiert werden, wie ausgereift die diskutierten KI-Methoden sind und inwieweit datenzentrierte Ansätze in der aktuellen Forschung genutzt werden."},{"lang":"eng","text":"Product Creation (PC) refers to the process of planning and developing a product as well as related services from the initial idea until manufacturing and distribution. Throughout this process, there are numerous tasks that depend on human expertise and are typically undertaken by experienced practitioners. As the field of Artificial Intelligence (AI) continues to evolve and finds its way into the manufacturing sector, there exist many possibilities for an application of AI in order to assist in solving aforementioned tasks. In this work, we provide a comprehensive overview of the current state of the art of the use of AI in PC. \r\nIn detail, we analyze 40 existing surveys on AI in PC and 94 case studies in order to find out which areas of PC are primarily addressed by current research in this field, how mature the discussed AI methods are, and to which extent data-centric approaches are utilized in current research."}],"status":"public","type":"conference","publication":"Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)","keyword":["Artificial Intelligence Product Creation Literature Review"],"language":[{"iso":"eng"}],"_id":"23779","user_id":"15415","department":[{"_id":"63"},{"_id":"563"},{"_id":"355"},{"_id":"241"}]},{"doi":"https://doi.org/10.1007/978-3-030-69380-0_12#DOI","title":"Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization","author":[{"first_name":"Christian","id":"43136","full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey"},{"first_name":"Jürgen","last_name":"Gausemeier","id":"163","full_name":"Gausemeier, Jürgen"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"},{"last_name":"Evers","full_name":"Evers, Hans-Heinrich","first_name":"Hans-Heinrich"},{"first_name":"Maximilian","last_name":"Frank","full_name":"Frank, Maximilian"},{"last_name":"Reinhold","full_name":"Reinhold, Jannik","id":"33669","first_name":"Jannik"}],"date_created":"2021-06-09T13:07:05Z","publisher":"Springer Nature","date_updated":"2022-01-06T06:55:31Z","citation":{"short":"C. Koldewey, J. Gausemeier, R. Dumitrescu, H.-H. Evers, M. Frank, J. Reinhold, in: D.R. Schallmo, J. Tidd (Eds.), Digitalization, Springer Nature, Cham, 2021, pp. 205–237.","bibtex":"@inbook{Koldewey_Gausemeier_Dumitrescu_Evers_Frank_Reinhold_2021, place={Cham}, series={Management for Professionals}, title={Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-69380-0_12#DOI\">https://doi.org/10.1007/978-3-030-69380-0_12#DOI</a>}, booktitle={Digitalization}, publisher={Springer Nature}, author={Koldewey, Christian and Gausemeier, Jürgen and Dumitrescu, Roman and Evers, Hans-Heinrich and Frank, Maximilian and Reinhold, Jannik}, editor={Schallmo, Daniel R. and Tidd, Joseph}, year={2021}, pages={205–237}, collection={Management for Professionals} }","mla":"Koldewey, Christian, et al. “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization.” <i>Digitalization</i>, edited by Daniel R. Schallmo and Joseph Tidd, Springer Nature, 2021, pp. 205–37, doi:<a href=\"https://doi.org/10.1007/978-3-030-69380-0_12#DOI\">https://doi.org/10.1007/978-3-030-69380-0_12#DOI</a>.","apa":"Koldewey, C., Gausemeier, J., Dumitrescu, R., Evers, H.-H., Frank, M., &#38; Reinhold, J. (2021). Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization. In D. R. Schallmo &#38; J. Tidd (Eds.), <i>Digitalization</i> (pp. 205–237). Springer Nature. <a href=\"https://doi.org/10.1007/978-3-030-69380-0_12#DOI\">https://doi.org/10.1007/978-3-030-69380-0_12#DOI</a>","ama":"Koldewey C, Gausemeier J, Dumitrescu R, Evers H-H, Frank M, Reinhold J. Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization. In: Schallmo DR, Tidd J, eds. <i>Digitalization</i>. Management for Professionals. Springer Nature; 2021:205-237. doi:<a href=\"https://doi.org/10.1007/978-3-030-69380-0_12#DOI\">https://doi.org/10.1007/978-3-030-69380-0_12#DOI</a>","chicago":"Koldewey, Christian, Jürgen Gausemeier, Roman Dumitrescu, Hans-Heinrich Evers, Maximilian Frank, and Jannik Reinhold. “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization.” In <i>Digitalization</i>, edited by Daniel R. Schallmo and Joseph Tidd, 205–37. Management for Professionals. Cham: Springer Nature, 2021. <a href=\"https://doi.org/10.1007/978-3-030-69380-0_12#DOI\">https://doi.org/10.1007/978-3-030-69380-0_12#DOI</a>.","ieee":"C. Koldewey, J. Gausemeier, R. Dumitrescu, H.-H. Evers, M. Frank, and J. Reinhold, “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization,” in <i>Digitalization</i>, D. R. Schallmo and J. Tidd, Eds. Cham: Springer Nature, 2021, pp. 205–237."},"page":"205-237","year":"2021","place":"Cham","publication_status":"published","language":[{"iso":"eng"}],"series_title":"Management for Professionals","user_id":"15782","department":[{"_id":"563"}],"_id":"22306","status":"public","editor":[{"full_name":"Schallmo, Daniel R.","last_name":"Schallmo","first_name":"Daniel R."},{"first_name":"Joseph","full_name":"Tidd, Joseph","last_name":"Tidd"}],"type":"book_chapter","publication":"Digitalization"},{"title":"Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies","conference":{"location":"Kahului, Hawaii, United States of America","end_date":"2021-03-14","start_date":"2021-03-11","name":"4th International Conference on Information and Computer Technologies (ICICT 2021)"},"date_updated":"2022-01-06T06:55:31Z","date_created":"2021-06-11T09:16:17Z","author":[{"full_name":"Eckertz, Daniel","last_name":"Eckertz","first_name":"Daniel"},{"full_name":"Möller, Marus","last_name":"Möller","first_name":"Marus"},{"full_name":"Anacker, Harald","last_name":"Anacker","first_name":"Harald"},{"first_name":"Roman","last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman"}],"year":"2021","citation":{"mla":"Eckertz, Daniel, et al. “Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies.” <i> Proceedings of the International Conference on Information and Computer Technologies</i>, 2021.","bibtex":"@inproceedings{Eckertz_Möller_Anacker_Dumitrescu_2021, title={Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies}, booktitle={ Proceedings of the International Conference on Information and Computer Technologies}, author={Eckertz, Daniel and Möller, Marus and Anacker, Harald and Dumitrescu, Roman}, year={2021} }","short":"D. Eckertz, M. Möller, H. Anacker, R. Dumitrescu, in:  Proceedings of the International Conference on Information and Computer Technologies, 2021.","apa":"Eckertz, D., Möller, M., Anacker, H., &#38; Dumitrescu, R. (2021). Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies. In <i> Proceedings of the International Conference on Information and Computer Technologies</i>. Kahului, Hawaii, United States of America.","chicago":"Eckertz, Daniel, Marus Möller, Harald Anacker, and Roman Dumitrescu. “Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies.” In <i> Proceedings of the International Conference on Information and Computer Technologies</i>, 2021.","ieee":"D. Eckertz, M. Möller, H. Anacker, and R. Dumitrescu, “Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies,” in <i> Proceedings of the International Conference on Information and Computer Technologies</i>, Kahului, Hawaii, United States of America, 2021.","ama":"Eckertz D, Möller M, Anacker H, Dumitrescu R. Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies. In: <i> Proceedings of the International Conference on Information and Computer Technologies</i>. ; 2021."},"language":[{"iso":"eng"}],"_id":"22307","department":[{"_id":"563"}],"user_id":"15782","status":"public","publication":" Proceedings of the International Conference on Information and Computer Technologies","type":"conference_abstract"},{"type":"newspaper_article","publication":"arXiv preprint","status":"public","user_id":"15782","department":[{"_id":"563"}],"publication_date":"2021-07-12","_id":"27058","language":[{"iso":"eng"}],"publication_status":"published","citation":{"bibtex":"@article{Wiecher_Fischbach_Greenyer_Vogelsang_Wolff_Dumitrescu_2021, title={Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal}, journal={arXiv preprint}, author={Wiecher, Carsten and Fischbach, Jannik and Greenyer, Joel and Vogelsang, Andreas and Wolff, Carsten and Dumitrescu, Roman}, year={2021} }","mla":"Wiecher, Carsten, et al. “Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal.” <i>ArXiv Preprint</i>, 2021.","short":"C. Wiecher, J. Fischbach, J. Greenyer, A. Vogelsang, C. Wolff, R. Dumitrescu, ArXiv Preprint (2021).","apa":"Wiecher, C., Fischbach, J., Greenyer, J., Vogelsang, A., Wolff, C., &#38; Dumitrescu, R. (2021). Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal. <i>ArXiv Preprint</i>.","ama":"Wiecher C, Fischbach J, Greenyer J, Vogelsang A, Wolff C, Dumitrescu R. Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal. <i>arXiv preprint</i>. 2021.","chicago":"Wiecher, Carsten, Jannik Fischbach, Joel Greenyer, Andreas Vogelsang, Carsten Wolff, and Roman Dumitrescu. “Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal.” <i>ArXiv Preprint</i>, 2021.","ieee":"C. Wiecher, J. Fischbach, J. Greenyer, A. Vogelsang, C. Wolff, and R. Dumitrescu, “Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal,” <i>arXiv preprint</i>, 2021."},"year":"2021","date_created":"2021-11-02T14:54:31Z","author":[{"last_name":"Wiecher","full_name":"Wiecher, Carsten","first_name":"Carsten"},{"first_name":"Jannik","last_name":"Fischbach","full_name":"Fischbach, Jannik"},{"full_name":"Greenyer, Joel","last_name":"Greenyer","first_name":"Joel"},{"first_name":"Andreas","full_name":"Vogelsang, Andreas","last_name":"Vogelsang"},{"first_name":"Carsten","last_name":"Wolff","full_name":"Wolff, Carsten"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"}],"date_updated":"2022-10-13T11:01:39Z","title":"Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal"},{"language":[{"iso":"ger"}],"department":[{"_id":"563"}],"user_id":"45402","_id":"21272","status":"public","editor":[{"last_name":"Hartmann","full_name":"Hartmann, Ernst A.","first_name":"Ernst A."}],"publication":"Digitalisisierung souverän gestalten","type":"conference","title":"Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung","date_created":"2021-02-24T13:07:33Z","author":[{"last_name":"Ködding","full_name":"Ködding, Patrick","id":"45402","first_name":"Patrick"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"publisher":"Springer Vieweg","date_updated":"2023-10-06T12:32:24Z","page":"pp. 59-73","citation":{"short":"P. Ködding, R. Dumitrescu, in: E.A. Hartmann (Ed.), Digitalisisierung souverän gestalten, Springer Vieweg, Berlin, Heidelberg, 2021, pp. 59–73.","bibtex":"@inproceedings{Ködding_Dumitrescu_2021, place={Berlin, Heidelberg}, title={Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung}, booktitle={Digitalisisierung souverän gestalten}, publisher={Springer Vieweg}, author={Ködding, Patrick and Dumitrescu, Roman}, editor={Hartmann, Ernst A.}, year={2021}, pages={59–73} }","mla":"Ködding, Patrick, and Roman Dumitrescu. “Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung.” <i>Digitalisisierung souverän gestalten</i>, edited by Ernst A. Hartmann, Springer Vieweg, 2021, pp. 59–73.","apa":"Ködding, P., &#38; Dumitrescu, R. (2021). Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung. In E. A. Hartmann (Ed.), <i>Digitalisisierung souverän gestalten</i> (pp. 59–73). Springer Vieweg.","ama":"Ködding P, Dumitrescu R. Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung. In: Hartmann EA, ed. <i>Digitalisisierung souverän gestalten</i>. Springer Vieweg; 2021:59-73.","chicago":"Ködding, Patrick, and Roman Dumitrescu. “Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung.” In <i>Digitalisisierung souverän gestalten</i>, edited by Ernst A. Hartmann, 59–73. Berlin, Heidelberg: Springer Vieweg, 2021.","ieee":"P. Ködding and R. Dumitrescu, “Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung,” in <i>Digitalisisierung souverän gestalten</i>, 2021, pp. 59–73."},"year":"2021","place":"Berlin, Heidelberg","publication_status":"published"},{"_id":"27519","department":[{"_id":"563"},{"_id":"26"}],"user_id":"1112","language":[{"iso":"ger"}],"type":"conference_editor","editor":[{"first_name":"Jürgen","full_name":"Gausemeier, Jürgen","id":"163","last_name":"Gausemeier"},{"first_name":"Wilhelm","last_name":"Bauer","full_name":"Bauer, Wilhelm"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"status":"public","date_updated":"2024-07-12T12:06:11Z","publisher":"Heinz Nixdorf Institut, Universität Paderborn","volume":"Band 400","date_created":"2021-11-17T10:49:13Z","title":"Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung","publication_status":"published","year":"2021","place":"Paderborn","citation":{"apa":"Gausemeier, J., Bauer, W., &#38; Dumitrescu, R. (Eds.). (2021). <i>Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung: Vol. Band 400</i>. Heinz Nixdorf Institut, Universität Paderborn.","mla":"Gausemeier, Jürgen, et al., editors. <i>Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung</i>. Heinz Nixdorf Institut, Universität Paderborn, 2021.","short":"J. Gausemeier, W. Bauer, R. Dumitrescu, eds., Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2021.","bibtex":"@book{Gausemeier_Bauer_Dumitrescu_2021, place={Paderborn}, title={Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung}, volume={Band 400}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, year={2021} }","ieee":"J. Gausemeier, W. Bauer, and R. Dumitrescu, Eds., <i>Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung</i>, vol. Band 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.","chicago":"Gausemeier, Jürgen, Wilhelm Bauer, and Roman Dumitrescu, eds. <i>Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung</i>. Vol. Band 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.","ama":"Gausemeier J, Bauer W, Dumitrescu R, eds. <i>Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung</i>. Vol Band 400. Heinz Nixdorf Institut, Universität Paderborn; 2021."}},{"doi":"10.1016/j.procir.2021.11.041","title":"Maturity-based Development of Strategic Thrusts for Socio-technical Risks","author":[{"first_name":"Jörn Steffen","last_name":"Menzefricke","full_name":"Menzefricke, Jörn Steffen","id":"29799"},{"first_name":"Ingrid","id":"38169","full_name":"Wiederkehr, Ingrid","last_name":"Wiederkehr"},{"first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","id":"43136","full_name":"Koldewey, Christian"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu"}],"date_created":"2023-01-18T13:29:31Z","volume":104,"date_updated":"2023-01-18T13:32:38Z","publisher":"Elsevier BV","citation":{"ama":"Menzefricke JS, Wiederkehr I, Koldewey C, Dumitrescu R. Maturity-based Development of Strategic Thrusts for Socio-technical Risks. <i>Procedia CIRP</i>. 2021;104:241-246. doi:<a href=\"https://doi.org/10.1016/j.procir.2021.11.041\">10.1016/j.procir.2021.11.041</a>","ieee":"J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Maturity-based Development of Strategic Thrusts for Socio-technical Risks,” <i>Procedia CIRP</i>, vol. 104, pp. 241–246, 2021, doi: <a href=\"https://doi.org/10.1016/j.procir.2021.11.041\">10.1016/j.procir.2021.11.041</a>.","chicago":"Menzefricke, Jörn Steffen, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Maturity-Based Development of Strategic Thrusts for Socio-Technical Risks.” <i>Procedia CIRP</i> 104 (2021): 241–46. <a href=\"https://doi.org/10.1016/j.procir.2021.11.041\">https://doi.org/10.1016/j.procir.2021.11.041</a>.","apa":"Menzefricke, J. S., Wiederkehr, I., Koldewey, C., &#38; Dumitrescu, R. (2021). Maturity-based Development of Strategic Thrusts for Socio-technical Risks. <i>Procedia CIRP</i>, <i>104</i>, 241–246. <a href=\"https://doi.org/10.1016/j.procir.2021.11.041\">https://doi.org/10.1016/j.procir.2021.11.041</a>","short":"J.S. Menzefricke, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP 104 (2021) 241–246.","mla":"Menzefricke, Jörn Steffen, et al. “Maturity-Based Development of Strategic Thrusts for Socio-Technical Risks.” <i>Procedia CIRP</i>, vol. 104, Elsevier BV, 2021, pp. 241–46, doi:<a href=\"https://doi.org/10.1016/j.procir.2021.11.041\">10.1016/j.procir.2021.11.041</a>.","bibtex":"@article{Menzefricke_Wiederkehr_Koldewey_Dumitrescu_2021, title={Maturity-based Development of Strategic Thrusts for Socio-technical Risks}, volume={104}, DOI={<a href=\"https://doi.org/10.1016/j.procir.2021.11.041\">10.1016/j.procir.2021.11.041</a>}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Menzefricke, Jörn Steffen and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}, year={2021}, pages={241–246} }"},"intvolume":"       104","page":"241-246","year":"2021","publication_status":"published","publication_identifier":{"issn":["2212-8271"]},"language":[{"iso":"eng"}],"keyword":["General Medicine"],"user_id":"14931","department":[{"_id":"563"}],"_id":"37404","status":"public","type":"journal_article","publication":"Procedia CIRP"},{"language":[{"iso":"eng"}],"article_type":"original","user_id":"77201","department":[{"_id":"563"}],"_id":"19864","status":"public","type":"journal_article","publication":"Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020)","title":"Research and Consulting in Data-Driven Strategic Product Planning","date_created":"2020-10-02T16:19:50Z","author":[{"id":"77201","full_name":"Meyer, Maurice","orcid":"0000-0003-0606-7321","last_name":"Meyer","first_name":"Maurice"},{"last_name":"Frank","full_name":"Frank, Maximilian","first_name":"Maximilian"},{"first_name":"Melina","last_name":"Massmann","full_name":"Massmann, Melina"},{"first_name":"Roman","id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu"}],"date_updated":"2022-01-06T06:54:14Z","citation":{"bibtex":"@article{Meyer_Frank_Massmann_Dumitrescu_2020, title={Research and Consulting in Data-Driven Strategic Product Planning}, journal={Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020)}, author={Meyer, Maurice and Frank, Maximilian and Massmann, Melina and Dumitrescu, Roman}, year={2020} }","mla":"Meyer, Maurice, et al. “Research and Consulting in Data-Driven Strategic Product Planning.” <i>Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020)</i>, 2020.","short":"M. Meyer, M. Frank, M. Massmann, R. Dumitrescu, Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020) (2020).","apa":"Meyer, M., Frank, M., Massmann, M., &#38; Dumitrescu, R. (2020). Research and Consulting in Data-Driven Strategic Product Planning. <i>Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020)</i>.","ieee":"M. Meyer, M. Frank, M. Massmann, and R. Dumitrescu, “Research and Consulting in Data-Driven Strategic Product Planning,” <i>Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020)</i>, 2020.","chicago":"Meyer, Maurice, Maximilian Frank, Melina Massmann, and Roman Dumitrescu. “Research and Consulting in Data-Driven Strategic Product Planning.” <i>Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020)</i>, 2020.","ama":"Meyer M, Frank M, Massmann M, Dumitrescu R. Research and Consulting in Data-Driven Strategic Product Planning. <i>Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020)</i>. 2020."},"year":"2020"},{"language":[{"iso":"eng"}],"article_type":"original","user_id":"77201","department":[{"_id":"563"}],"_id":"19866","status":"public","type":"journal_article","publication":"Journal of Systemics, Cybernetics and Informatics","title":"Research and Consulting in Data-Driven Strategic Product Planning","date_created":"2020-10-02T16:21:47Z","author":[{"orcid":"0000-0003-0606-7321","last_name":"Meyer","full_name":"Meyer, Maurice","id":"77201","first_name":"Maurice"},{"first_name":"Maximilian","last_name":"Frank","full_name":"Frank, Maximilian"},{"first_name":"Melina","full_name":"Massmann, Melina","last_name":"Massmann"},{"last_name":"Dumitrescu","id":"16190","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"volume":18,"date_updated":"2022-01-06T06:54:14Z","citation":{"chicago":"Meyer, Maurice, Maximilian Frank, Melina Massmann, and Roman Dumitrescu. “Research and Consulting in Data-Driven Strategic Product Planning.” <i>Journal of Systemics, Cybernetics and Informatics</i> 18, no. 2 (2020): 55–61.","ieee":"M. Meyer, M. Frank, M. Massmann, and R. Dumitrescu, “Research and Consulting in Data-Driven Strategic Product Planning,” <i>Journal of Systemics, Cybernetics and Informatics</i>, vol. 18, no. 2, pp. 55–61, 2020.","ama":"Meyer M, Frank M, Massmann M, Dumitrescu R. Research and Consulting in Data-Driven Strategic Product Planning. <i>Journal of Systemics, Cybernetics and Informatics</i>. 2020;18(2):55-61.","short":"M. Meyer, M. Frank, M. Massmann, R. Dumitrescu, Journal of Systemics, Cybernetics and Informatics 18 (2020) 55–61.","bibtex":"@article{Meyer_Frank_Massmann_Dumitrescu_2020, title={Research and Consulting in Data-Driven Strategic Product Planning}, volume={18}, number={2}, journal={Journal of Systemics, Cybernetics and Informatics}, author={Meyer, Maurice and Frank, Maximilian and Massmann, Melina and Dumitrescu, Roman}, year={2020}, pages={55–61} }","mla":"Meyer, Maurice, et al. “Research and Consulting in Data-Driven Strategic Product Planning.” <i>Journal of Systemics, Cybernetics and Informatics</i>, vol. 18, no. 2, 2020, pp. 55–61.","apa":"Meyer, M., Frank, M., Massmann, M., &#38; Dumitrescu, R. (2020). Research and Consulting in Data-Driven Strategic Product Planning. <i>Journal of Systemics, Cybernetics and Informatics</i>, <i>18</i>(2), 55–61."},"page":"55-61","intvolume":"        18","year":"2020","issue":"2"},{"date_updated":"2022-01-06T06:57:33Z","author":[{"id":"43136","full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","last_name":"Koldewey","first_name":"Christian"},{"first_name":"Maurice","orcid":"0000-0003-0606-7321","last_name":"Meyer","id":"77201","full_name":"Meyer, Maurice"},{"last_name":"Stockbruegger","full_name":"Stockbruegger, Patrick","first_name":"Patrick"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"},{"first_name":"Jürgen","last_name":"Gausemeier","full_name":"Gausemeier, Jürgen"}],"date_created":"2021-11-03T10:17:08Z","title":"Framework and Functionality Patterns for Smart Service Innovation","year":"2020","page":"851-857","citation":{"ama":"Koldewey C, Meyer M, Stockbruegger P, Dumitrescu R, Gausemeier J. Framework and Functionality Patterns for Smart Service Innovation. <i>Procedia CIRP (91)</i>. Published online 2020:851-857.","ieee":"C. Koldewey, M. Meyer, P. Stockbruegger, R. Dumitrescu, and J. Gausemeier, “Framework and Functionality Patterns for Smart Service Innovation,” <i>Procedia CIRP (91)</i>, pp. 851–857, 2020.","chicago":"Koldewey, Christian, Maurice Meyer, Patrick Stockbruegger, Roman Dumitrescu, and Jürgen Gausemeier. “Framework and Functionality Patterns for Smart Service Innovation.” <i>Procedia CIRP (91)</i>, 2020, 851–57.","bibtex":"@article{Koldewey_Meyer_Stockbruegger_Dumitrescu_Gausemeier_2020, title={Framework and Functionality Patterns for Smart Service Innovation}, journal={Procedia CIRP (91)}, author={Koldewey, Christian and Meyer, Maurice and Stockbruegger, Patrick and Dumitrescu, Roman and Gausemeier, Jürgen}, year={2020}, pages={851–857} }","mla":"Koldewey, Christian, et al. “Framework and Functionality Patterns for Smart Service Innovation.” <i>Procedia CIRP (91)</i>, 2020, pp. 851–57.","short":"C. Koldewey, M. Meyer, P. Stockbruegger, R. Dumitrescu, J. Gausemeier, Procedia CIRP (91) (2020) 851–857.","apa":"Koldewey, C., Meyer, M., Stockbruegger, P., Dumitrescu, R., &#38; Gausemeier, J. (2020). Framework and Functionality Patterns for Smart Service Innovation. <i>Procedia CIRP (91)</i>, 851–857."},"_id":"27096","department":[{"_id":"676"}],"user_id":"21240","language":[{"iso":"eng"}],"publication":"Procedia CIRP (91)","type":"journal_article","status":"public"},{"title":"Consulting via Research in IMPRESS","date_updated":"2022-01-06T06:54:52Z","volume":18,"date_created":"2021-02-24T11:16:49Z","author":[{"id":"45402","full_name":"Ködding, Patrick","last_name":"Ködding","first_name":"Patrick"},{"first_name":"Jannik","id":"33669","full_name":"Reinhold, Jannik","last_name":"Reinhold"},{"last_name":"Scholtysik","full_name":"Scholtysik, Michel","first_name":"Michel"},{"id":"16190","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","first_name":"Roman"}],"year":"2020","page":"pp. 14-19","intvolume":"        18","citation":{"ieee":"P. Ködding, J. Reinhold, M. Scholtysik, and R. Dumitrescu, “Consulting via Research in IMPRESS,” <i>Journal of Systemics, Cybernetics and Informatics</i>, vol. 18, no. 2, pp. 14–19, 2020.","chicago":"Ködding, Patrick, Jannik Reinhold, Michel Scholtysik, and Roman Dumitrescu. “Consulting via Research in IMPRESS.” <i>Journal of Systemics, Cybernetics and Informatics</i> 18, no. 2 (2020): 14–19.","ama":"Ködding P, Reinhold J, Scholtysik M, Dumitrescu R. Consulting via Research in IMPRESS. <i>Journal of Systemics, Cybernetics and Informatics</i>. 2020;18(2):14-19.","apa":"Ködding, P., Reinhold, J., Scholtysik, M., &#38; Dumitrescu, R. (2020). Consulting via Research in IMPRESS. <i>Journal of Systemics, Cybernetics and Informatics</i>, <i>18</i>(2), 14–19.","bibtex":"@article{Ködding_Reinhold_Scholtysik_Dumitrescu_2020, title={Consulting via Research in IMPRESS}, volume={18}, number={2}, journal={Journal of Systemics, Cybernetics and Informatics}, author={Ködding, Patrick and Reinhold, Jannik and Scholtysik, Michel and Dumitrescu, Roman}, year={2020}, pages={14–19} }","short":"P. Ködding, J. Reinhold, M. Scholtysik, R. Dumitrescu, Journal of Systemics, Cybernetics and Informatics 18 (2020) 14–19.","mla":"Ködding, Patrick, et al. “Consulting via Research in IMPRESS.” <i>Journal of Systemics, Cybernetics and Informatics</i>, vol. 18, no. 2, 2020, pp. 14–19."},"publication_identifier":{"issn":["1690-4524"]},"publication_status":"published","issue":"2","language":[{"iso":"eng"}],"_id":"21269","department":[{"_id":"563"}],"user_id":"45402","status":"public","publication":"Journal of Systemics, Cybernetics and Informatics","type":"journal_article"},{"language":[{"iso":"ger"}],"department":[{"_id":"563"}],"user_id":"15782","_id":"21379","status":"public","publication":"ZWF, Zeitschrift für wirtschaftliche Fabrikplanung","type":"journal_article","title":"KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung","author":[{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"},{"last_name":"Drewel","full_name":"Drewel, Marvin","first_name":"Marvin"},{"first_name":"Tommy","full_name":"Falkowski, Tommy","last_name":"Falkowski"}],"date_created":"2021-03-04T12:46:30Z","date_updated":"2022-01-06T06:54:57Z","page":"86 - 90","citation":{"ama":"Dumitrescu R, Drewel M, Falkowski T. KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung. <i>ZWF, Zeitschrift für wirtschaftliche Fabrikplanung</i>. 2020;(1-2):86-90.","chicago":"Dumitrescu, Roman, Marvin Drewel, and Tommy Falkowski. “KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung.” <i>ZWF, Zeitschrift für wirtschaftliche Fabrikplanung</i>, no. 1–2 (2020): 86–90.","ieee":"R. Dumitrescu, M. Drewel, and T. Falkowski, “KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung,” <i>ZWF, Zeitschrift für wirtschaftliche Fabrikplanung</i>, no. 1–2, pp. 86–90, 2020.","mla":"Dumitrescu, Roman, et al. “KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung.” <i>ZWF, Zeitschrift für wirtschaftliche Fabrikplanung</i>, no. 1–2, 2020, pp. 86–90.","short":"R. Dumitrescu, M. Drewel, T. Falkowski, ZWF, Zeitschrift für wirtschaftliche Fabrikplanung (2020) 86–90.","bibtex":"@article{Dumitrescu_Drewel_Falkowski_2020, title={KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung}, number={1–2}, journal={ZWF, Zeitschrift für wirtschaftliche Fabrikplanung}, author={Dumitrescu, Roman and Drewel, Marvin and Falkowski, Tommy}, year={2020}, pages={86–90} }","apa":"Dumitrescu, R., Drewel, M., &#38; Falkowski, T. (2020). KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung. <i>ZWF, Zeitschrift für wirtschaftliche Fabrikplanung</i>, (1–2), 86–90."},"year":"2020","issue":"1-2","publication_status":"published"},{"page":"1195-1204","citation":{"ieee":"H. Anacker, R. Dumitrescu, A. Kharatyan, and A. Lipsmeier, “Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems,” in <i>Proceedings of the Design Society</i>, Cavtat, 2020, pp. 1195–1204.","chicago":"Anacker, Harald, Roman Dumitrescu, Aschot Kharatyan, and Andre Lipsmeier. “Pattern Based Systems Engineering – Application of Solution Patterns in the Design of Intelligent Technical Systems.” In <i>Proceedings of the Design Society</i>, 1195–1204, 2020.","ama":"Anacker H, Dumitrescu R, Kharatyan A, Lipsmeier A. Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems. In: <i>Proceedings of the Design Society</i>. ; 2020:1195-1204.","apa":"Anacker, H., Dumitrescu, R., Kharatyan, A., &#38; Lipsmeier, A. (2020). Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems. In <i>Proceedings of the Design Society</i> (pp. 1195–1204). Cavtat.","bibtex":"@inproceedings{Anacker_Dumitrescu_Kharatyan_Lipsmeier_2020, title={Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems}, booktitle={Proceedings of the Design Society}, author={Anacker, Harald and Dumitrescu, Roman and Kharatyan, Aschot and Lipsmeier, Andre}, year={2020}, pages={1195–1204} }","mla":"Anacker, Harald, et al. “Pattern Based Systems Engineering – Application of Solution Patterns in the Design of Intelligent Technical Systems.” <i>Proceedings of the Design Society</i>, 2020, pp. 1195–204.","short":"H. Anacker, R. Dumitrescu, A. Kharatyan, A. Lipsmeier, in: Proceedings of the Design Society, 2020, pp. 1195–1204."},"year":"2020","quality_controlled":"1","conference":{"location":"Cavtat","end_date":"2020-10-29","start_date":"2020-10-26","name":"Design Society"},"title":"Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems","date_created":"2021-03-05T07:49:04Z","author":[{"full_name":"Anacker, Harald","last_name":"Anacker","first_name":"Harald"},{"first_name":"Roman","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","id":"16190"},{"last_name":"Kharatyan","full_name":"Kharatyan, Aschot","first_name":"Aschot"},{"first_name":"Andre","last_name":"Lipsmeier","full_name":"Lipsmeier, Andre"}],"date_updated":"2022-01-06T06:54:57Z","status":"public","publication":"Proceedings of the Design Society","type":"conference","language":[{"iso":"eng"}],"department":[{"_id":"563"}],"user_id":"43136","_id":"21380"}]
