Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Adapting the Product Design to the Circular Economy Using R-Principles,” 2022.

Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien.” In Digitalisierung Souverän Gestalten II, edited by Ernst A. Hartmann, 2022.

Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien (in Druck).” In Digitalisierung Souverän Gestalten, edited by Ernst A. Hartmann. Berlin, Heidelberg: Springer Vieweg, 2021.

Förster, Magdalena, Martin Rabe, Arno Kühn, and Roman Dumitrescu. “Practical Approach for the Development of Digital Guidelines for Smart Cities.” In Proceedings of the IEEE E-TEMS 2021, 2021.

Tekaat, Julian, Harald Anacker, and Roman Dumitrescu. “The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review.” In  Proceedings of the 7th IEEE International Symposium on Systems Engineering, 2021.

Wilke, Daria, Anja Schierbaum, Lydia Kaiser, and Roman Dumitrescu. “Need for Action for a Company-Wide Introduction of Systems Engineering in Machinery and Plant Engineering.” In Proceedings of the International Conference on Engineering Design, ICED 2021, 2021.

Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Augmented Reality-Based Product Validation to Support Collaborative Engineering of Complex Technical Systems.” In Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0, edited by Michael E. Auer, Kalyan Ram Bhimavaram, and Xiao-Guang Yue, 298:451–63. Springer International Publishing, 2021.

Gabriel, Stefan, Tobias Grauthoff, Robert Joppen, Arno Kühn, and Roman Dumitrescu. “Analyzing Socio-Technical Risks in Implementation of Industry 4.0-Use Cases.” In Procedia CIRP, 100:241–46, 2021.

Kharatyan, Aschot, Christoph Jürgenhake, and Roman Dumitrescu. “Towards Generative Design in the Development of Mechatronic Integrated Devices (MID).” In Procedia CIRP, Vol. 100:373–78, 2021.

Mager, Thomas, Christoph Jürgenhake, and Roman Dumitrescu. “Approach for a Modular Design Methodology for an Efficient Development of 3D MID Components.” In 14th International Congress Molded Interconnect Devices (MID), 1–9, 2021.

Hemmelgarn, Florian, Patrick Ehlert, Thomas Mager, Christoph Jürgenhake, and Roman Dumitrescu. “Evaluation of Different Additive Manufacturing Technologies for MIDs in the Context of Smart Sensor Systems for Retrofit Applications.” In 14th International Congress Molded Interconnect Devices (MID), 2021.

Menzefricke, Jörn Steffen, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Socio-Technical Risk Management in the Age of Digital Transformation – Identification and Analysis of Existing Approaches.” In Procedia CIRP, 100:708–13, 2021.

Schnasse, Felix, Jörn Steffen Menzefricke, and Roman Dumitrescu. “Identification of Socio-Technical Risks and Their Correlations in the Context of Digital Transformation for the Manufacturing Sector.” In Proceedings of the IEEE 8th International Conference on Industrial Engineering and Applications (ICIEA), 159–66, 2021.

Japs, Sergej, Harald Anacker, and Roman Dumitrescu. “SAVE: Security &; Safety by Model-Based Systems Engineering on the Example of Automotive Industry.” In Procedia CIRP, 187–92, 2021.

Dumitrescu, Roman, Harald Anacker, Eva-Maria Grote, Rik Rasor, Julian Tekaat, Maurice Meyer, Jürgen Gausemeier, and Steffen Steglich. “Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering.” In Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.

Kharatyan, Aschot, Julian Tekaat, Sergej Japs, Harald Anacker, and Roman Dumitrescu. “Metamodel for Safety and Security Integrated System Architecture Modeling.” In  Proceedings of the Design Society, Vol. 1:2027–36, 2021.

Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW.”https://doi.org/10.1017/pds.2021.590__Proceedings of the Design Society, 2021, 3289–98.https://doi.org/10.1017/pds.2021.590 .

Meyer, Maurice, Jan-Philipp Hemkentokrax, Christian Koldewey, Roman Dumitrescu, Peter M. Tröster, Michael Schlegel, Christopher L. Kling, Simon Rapp, and Albert Albers. “Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis.” In Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.

Meyer, Maurice, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “Towards Identifying Data Analytics Use Cases in Product Planning.” Procedia CIRP 104 (2021): 1179–84.

Hemkentokrax, Jan-Philipp, Daniel Eckelt, Lennard Haarmann, Christian Koldewey, and Roman Dumitrescu. “Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers.” In Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.

Wegel, Arthur, Philipp Sahrhage, Fabio Worthmann, Martin Rabe, and Roman Dumitrescu. “Referenzarchitektur für Smart Services.”http://dx.doi.org/10.18419/opus-11478__In Stuttgarter Symposium für Produktentwicklung SSP 2021, edited by Hansgeorg Binz, Bernd Bertsche, Dieter Spath, and Daniel Roth, 12. Fraunhofer-Institut für Arbeitswirtschaft und Organisation IAO, Stuttgart, 2021.http://dx.doi.org/10.18419/opus-11478 .

Reinhold, Jannik, Christian Koldewey, Roman Dumitrescu, and Gerhard Rausch. “Smart Service-Transformation - Den Wandel Der Wertschöpfung Erfolgreich Gestalten.” In Vorausschau Und Technologieplanung - 16. Symposium Vorausschau Und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.

Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey, and Roman Dumitrescu. “Identifying Value Creation Patterns for Smart Services.” Procedia CIRP, 2021.

Dumitrescu, Roman, Leon Özcan, Patrick Ködding, Marc Foullois, and Ruslan Bernijazov. Künstliche Intelligenz in der Produktentstehung. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.

Scholtysik, Michel, Jannik Reinhold, Christian Koldewey, and Roman Dumitrescu. “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS.”https://doi.org/10.1017/pds.2021.548__Proceedings of the Design Society 1 (2021): 2871–80.https://doi.org/10.1017/pds.2021.548 .

Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey, and Roman Dumitrescu. “Smart Service-Transformation mit Geschäftsmodellmustern.”https://doi.org/10.1515/zwf-2021-0069__Zeitschrift für wirtschaftlichen Fabrikbetrieb, 2021, 337–41.https://doi.org/10.1515/zwf-2021-0069 .

Tissen, Denis, Michael Hillebrand, and Christian Tschirner. “Von der Idee ins Modell – Virtualisierung von Workshopergebnissen im MBSE.” In Tag des Systems Engineering 2021, 2021.

Lagemann, Benjamin, Tobias Seidenberg, Christoph Jürgenhake, Stein Ove Erikstad, and Roman Dumitrescu. “System Alternatives for Modular, Zero-Emission High-Speed Ferries.” In SNAME International Conference on Fast Sea Transportation, 2021.

Japs, Sergej, Harald Anacker, Lydia Kaiser, Jörg Holtmann, Roman Dumitrescu, and Frank Kargl. “D-REQs: Determination of Security &; Safety Requirements in Workshops Based on the Use of Model-Based Systems Engineering.” In Proceedings of the IEEE, 1:412–14, 2021.

Mohammad, Ubaidullah, Cheng Low, Ramhuzaini Abd Rahman, Muhammad Akmal Johar, Ching Theng Koh, Roman Dumitrescu, Martin Rabe, Laban Asmar, and Susanahttps://doi.org/10.21491/jmeche.v16i2.15331__Kamaruddin. “Smart Factory Reference Model for Training on Industry 4.0.”https://doi.org/10.21491/jmeche.v16i2.15331__Journal of Mechanical Engineering (JMechE)  16, no. 2 (2021): 129–44.https://doi.org/10.21491/jmeche.v16i2.15331 .

Yee, Jingye , Cheng Yee Low, Natiara Mohamadhttp://orcid.org/0000-0002-5355-7908__Hashim, Fazah Akhtarhttp://orcid.org/0000-0002-5355-7908__Hanapiah, Wei Shien Soh, Noor Ayuni Chehttp://orcid.org/0000-0002-5355-7908__Zakaria, Mohammed Najeh Nemah, et al. “Data-Driven Model for Upper Limb Spasticity Detection.”http://orcid.org/0000-0002-5355-7908__International Journal of Integrated Engineering 13, no. 4 (2021): 180–88.http://orcid.org/0000-0002-5355-7908 .

Wiecher, Carsten, Carsten Wolff, Harald Anacker, and Roman Dumitrescu. “Selecting Features for the Next Release in a System of Systems Context.” ArXiv Preprint, 2021.

Hobscheidt, Daniela, Arno Kühn, and Roman Dumitrescu. “Derivation of Socio-Technical Solution Patterns for Industry 4.0 Problem Classes.” In Procedia CIRP, 100:301–6. Elsevier, 2021.

Niewöhner, Nadine, Nadja Lang, Laban Asmar, Daniel Röltgen, Arno Kühn, and Roman Dumitrescu. “Towards an Ambidextrous Innovation Management Maturity Model.” In Procedia CIRP, 100:289–94. Elsevier, 2021.

Gabriel, Stefan, Nadine Niewöhner, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Integration of Agile Practices in the Product Development Process of Intelligent Technical Systems.” In Procedia CIRP, 100:427–32. Elsevier, 2021.

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 Procedia CIRP, 99:21–26. Elsevier, 2021.

Wiecher, Carsten, Joel Greenyer, Carsten Wolff, Harald Anacker, and Roman Dumitrescu. “Iterative and Scenario-Based Requirements Specification in a System of Systems Context.” In Requirements Engineering: Foundation for Software Quality, REFSQ 2021, edited by Fabiano Dalpiaz and Paola Spoletini.  Cham, Switzerland: Springer Nature Switzerland AG, 2021.

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 Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt, edited by Wilhelm Bauer, Susanne Mütze-Niewöhner, Sascha Stowasser, Claus Zanker, and Nadine Müller, 239–55. Springer Vieweg, Berlin, Heidelberg, 2021.

Drewel, Marvin, Leon Özcan, Jürgen Gausemeier, and Roman Dumitrescu. “Platform Patterns - Using Proven Principles to Develop Digital Platforms.”https://doi.org/10.1007/s13132-021-00772-3__In Journal of the Knowledge Economy, edited by Elias G.https://doi.org/10.1007/s13132-021-00772-3__Carayannis, Volume 12:519–43. Springer, 2021.https://doi.org/10.1007/s13132-021-00772-3 .

Rasor, Rik, Denis Göllner, Ruslan Bernijazov, Lydia Kaiser, and Roman Dumitrescu. “Towards Collaborative Life Cycle Specification of Digital Twins in Manufacturing Value Chains.” In Procedia CIRP, 98:229–34. Elsevier, 2021.

Asmar, Laban, Khoren Grigoryan, Cheng Yee Low, Daniel Röltgen, Arno Kühn, and Roman Dumitrescu. “Structuring Framework for Early Validation of Product Ideas.” In International Journal of Integrated Engineering , 13:229–40, 2021.

Spath, Dieter, Jürgen Gausemeier, Roman Dumitrescu, Johannes Winter, Steffen Steglich, and Marvin Drewel. “Digitalisation of Society.” In  Handbook of Engineering Systems Design, edited by Anja Maier, Josef Oehmen, and Pieter E. Vermaas, 2–27. Springer, Cham, 2021.

Gausemeier, Jürgen, Wilhelm Bauer, and Roman Dumitrescu, eds. Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung. Vol. Band 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.

Dumitrescu, Roman, Albert Albers, Jürgen Gausemeier, Oliver Riedel, and Rainer Stark. Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.

Bernijazov, Ruslan, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas Manuel Hanselle, Eyke Hüllermeier, Gökce Karakaya, et al. “A Meta-Review on Artiû01cial Intelligence in Product Creation.” In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021.

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.”https://doi.org/10.1007/978-3-030-69380-0_12#DOI__In Digitalization, edited by Daniel R. Schallmo and Joseph Tidd, 205–37. Management for Professionals. Cham: Springer Nature, 2021.https://doi.org/10.1007/978-3-030-69380-0_12#DOI .

Eckertz, Daniel, Marus Möller, Harald Anacker, and Roman Dumitrescu. “Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies.” In  Proceedings of the International Conference on Information and Computer Technologies, 2021.

Koldewey, Christian. Systematik zur Entwicklung von Smart Service-Strategien im produzierenden Gewerbe. Vol. 399. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Paderborn, 2021.https://doi.org/10.17619/UNIPB/1-1167 .

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.” ArXiv Preprint, 2021.

Menzefricke, Jörn Steffen, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Maturity-Based Development of Strategic Thrusts for Socio-Technical Risks.”https://doi.org/10.1016/j.procir.2021.11.041__Procedia CIRP 104 (2021): 241–46.https://doi.org/10.1016/j.procir.2021.11.041 .

Ködding, Patrick, and Roman Dumitrescu. “Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung.” In Digitalisisierung souverän gestalten, edited by Ernst A. Hartmann, 59–73. Berlin, Heidelberg: Springer Vieweg, 2021.

Meyer, Maurice, Maximilian Frank, Melina Massmann, and Roman Dumitrescu. “Research and Consulting in Data-Driven Strategic Product Planning.” Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020), 2020.

Meyer, Maurice, Maximilian Frank, Melina Massmann, and Roman Dumitrescu. “Research and Consulting in Data-Driven Strategic Product Planning.” Journal of Systemics, Cybernetics and Informatics 18, no. 2 (2020): 55–61.

Ködding, Patrick, Jannik Reinhold, Michel Scholtysik, and Roman Dumitrescu. “Consulting via Research in IMPRESS.” Journal of Systemics, Cybernetics and Informatics 18, no. 2 (2020): 14–19.

Drewel, Marvin, Leon Özcan, Christian Koldewey, and Jürgen Gausemeier. “Patternbased Development of Digital Platforms.”https://doi.org/10.1111/caim.12415__Creativity and Innovation Management, 2020.https://doi.org/10.1111/caim.12415 .

Pierenkemper, Christoph, and Jürgen Gausemeier. “Developing Strategies for Digital Transformation in SMEs with Maturity Models.” In Proceeding of the ISPIM Connects, 2020.

Dumitrescu, Roman, Marvin Drewel, and Tommy Falkowski. “KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung.” ZWF, Zeitschrift für wirtschaftliche Fabrikplanung, no. 1–2 (2020): 86–90.

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 Proceedings of the Design Society, 1195–1204, 2020.

Lipsmeier, Andre, Arno Kühn, Robert Joppen, and Roman Dumitrescu. “Process for the Development of a Digital Strategy.” In Procedia CIRP, 173–78, 2020.

Japs, Segej, Aschot Kharatyan, Julian Tekaat, Lydia Kaiser, and Roman Dumitrescu. “Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation.” In Proceedings of the Design Society, 2020.

Jürgenhake, Christoph, Harald Anacker, and Roman Dumitrescu. “The Digital Stadium – From Future Scenarios to Technology and Business Model Development.” In Proceedings of the IEEE, 2020.

Röltgen, Daniel, and Roman Dumitrescu. “Classification of Industrial Augmented Reality Use Cases.” In Procedia CIRP, 93–100, 2020.

Hobscheidt, Daniela, Arno Kühn, and Roman Dumitrescu. “Development of Risk-Optimized Implementation Paths for Industry 4.0 Based on Socio-Technical Pattern.” In Procedia CIRP, 832–837, 2020.

Wortmann, Fabio, Kai Ellermann, Arno Kühn, and Roman Dumitrescu. “Ideation for Digital Platforms Based on a Companies‘ Ecosystem.” In Procedia CIRP, 559–64, 2020.

Dyck, Florian, Jörg Stöcklein, Daniel Eckertz, and Roman Dumitrescu. “Mixed Mock-up – Development of an Interactive Augmented Reality System for Assembly Planning.” In Virtual, Augmented and Mixed Reality. Design and Interaction , 37–49, 2020.

Bretz, Lukas, Ulf Koenemann, Harald Anacker, and Roman Dumitrescu. “A Contribution to the Design of Organizational Structures Suitable for Systems Engineering.” In Procedia CIRP, 101–6, 2020.

Hillebrand, Michael, Matthias Greinert, Otthein Herzog, and Roman Dumitrescu. “Advanced Monkey Testing for Connected Autonomous Systems.” In Proceedings of the 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE), 163–68, 2020.

Hillebrand, Michael, Mohsin Lakhani, and Roman Dumitrescu. “A Design Methodology for Deep Reinforcement Learning for Autonomous Systems.”https://doi.org/10.1016/j.promfg.2020.11.044__In Procedia Manufacturing 52, 266–71, 2020.https://doi.org/10.1016/j.promfg.2020.11.044 .

Reinhart, Felix, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Machine Learning for Process-X: A Taxonomy.” In Machine Learning for Cyber Physical Systems. Technologien Für Die Intelligente Automation (Technologies for Intelligent Automation), edited by Jürgen Beyerer, Alexander Maier, and Oliver Niggemann, 11:25–33. Springer Vieweg, Berlin, Heidelberg, 2020.

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 Procedia CIRP, 2020.

Grote, Eva-Maria, Stefan Pfeifer, Daniel Röltgen, Arno Kühn, and Roman Dumitrescu. “Towards Defining Role Models in Advanced Systems Engineering.” In Proceedings of the 2020 IEEE International Symposium on Systems Engineering, 2020.

Dumitrescu, Roman, Christian Tschirner, and Michael Bansmann. “Systems Engineering als Grundlage der Gestaltung digitaler Arbeitswelten in der Produktentstehung.” In Handbuch Gestaltung digitaler und vernetzter Arbeitswelten, edited by Günter Maier, Gregor Engels, and Eckhard Steffen, 405–32. Springer-Verlag GmbH, 2020.

Japs, Segej, Aschot Kharatyan, Lydia Kaiser, and Roman Dumitrescu. “CONSENS 3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation.” In Proceedings of the 16th International Design Conference (DESIGN 2020), 2020.

Pfeifer, Stefan, Tobias Seidenberg, Christoph Jürgenhake, Harald Anacker, and Roman Dumitrescu. “Towards a Modular Product Architecture for Electric Ferries Using Model- Based Systems Engineering.” In Procedia Manufacturing, 2020.

Wiecher, Carsten, Sergej Japs, Lydia Kaiser, Joel Greenyer, Carsten Wolff, and Roman Dumitrescu. “Scenarios in the Loop: Integrated Requirements  Analysis and Automotive System Validation.” In ACM/IEEE 23rd  International Conference on Model Driven Engineering Languages and Systems  (MODELS ’20 Companion), 2020.

Yee, Jingye, Cheng Yee Low, P. Ong, WS Soh, Fazah Akhtar Hannapiah, NC Zakaria, Sebastian von Enzberg, Laban Asmar, and Roman Dumitrescu. “Verification of Mathematical Model for Upper Limb Spasticity with Clinical Data.”https://doi.org/10.1088/1757-899x/824/1/012013__In IOP Conference Series: Materials Science and Engineering, 2020.https://doi.org/10.1088/1757-899x/824/1/012013 .

Bernijazov, Ruslan, Leon Özcan, and Roman Dumitrescu, eds. AI Marketplace – The Ecosystem for Artificial Intelligence in Product Creation . ERCIM News, 2020.

Frank, Maximilian, Juergen Gausemeier, Nils Hennig-Cardinal von Widdern, Christian Koldewey, Joern Steffen Menzefricke, and Jannik Reinhold. “A Reference Process for the Smart Service Business: Development and Practical Implications.” In Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM), 2020.

Becker, Julia-Kristin, Klemens Joachim, Christian Koldewey, Jannik Reinhold, and Roman Dumitrescu. “Scaling Digital Business Models: A Case from the Automotive Industry.” In Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis.” ISPIM Innovation Conference, 2020.

Reinhold, Jannik, Maximilian Frank, Christian Koldewey, Roman Dumitrescu, and Eugen Buss. “In-Depth Analysis of the Effects of Smart Services on Value Creation.” In Proceedings of the ISPIM Connects Bangkok – Partnering for an Innovative Community. LUT Scientific and Expertise Publications, 2020.

Menzefricke, Jörn Steffen, Maximilian Frank, Marvin Drewel, and Roman Dumitrescu. “Value-Centered Design of a Digital Service Robotics Platform.” In Procedia CIRP, edited by Khumbulani Mpofu and Peter Butala, 91:690–95, 2020.

Schnasse, Felix, Jörn Steffen Menzefricke, Stefan Gabriel, Daniela Hobscheidt, Matthias Parlings, Arno Kühn, and Roman Dumitrescu. “Identification of Socio-Technical Changes Caused by Industry 4.0.” In Proceedings of the Hamburg International Conference of Logistics (HICL), Vol. 29, 2020.

Koldewey, Christian, Jürgen Gausemeier, Nadia Chohan, Maximilian Frank, Jannik Reinhold, and Roman Dumitrescu. “Aligning Strategy and Structure for Smart Service Businesses in Manufacturing.” In Proceedings of the IEEE International Conference on Technology Management, Operations and Decisions ”Disruptive Technologies and Social Impacts”, edited by IEEE, n.d.

Koldewey, Christian, Maximilian Frank, Jürgen Gausemeier, Alexander Bäsecke, Jannik Reinhold, and Roman Dumitrescu. “Systematische Entwicklung von Normstrategien für Smart Services.”https://doi.org/10.3139/104.112297__ZWF Zeitschrift für wirtschaftliche Fabrikplanung 115, no. 7–8 (2020): 524–28.https://doi.org/10.3139/104.112297 .

Koldewey, Christian, Jannik Reinhold, and Roman Dumitrescu. “Planning a Smart Service Business Integrating External Partners.”https://doi.org/10.1142/9789811219238_0010__In Managing Digital Open Innovation, edited by Pierre-Jean Barlatier and Anne-Laure Mention, Volume 5:255–98. Open Innovation: Bridging Theory and Practice. World Scientific Publishing Company, 2020.https://doi.org/10.1142/9789811219238_0010 .

Massmann, Melina, Maurice Meyer, Maximilian Frank, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Method for Data Inventory and Classification.” Procedia CIRP, no. 93 (2020): 234–39.

Meyer, Maurice, Maximilian Frank, Melina Massmann, Niklas Wendt, and Roman Dumitrescu. “Data-Driven Product Generation and Retrofit Planning.” Procedia CIRP, no. 93 (2020): 965–70.

Uhlmann, Eckart, Roman Dumitrescu, Julian Polte, Maurice Meyer, and Deniz Simsek. “Datengetriebene Steigerung Der Verfügbarkeit.”  Wt Werkstattstechnik Online  110, no. 07–08 (2020): 532–35.

Massmann, Melina, Maurice Meyer, Maximilian Frank, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Framework for Data Analytics in Data-Driven Product Planning.” Procedia Manufacturing, 2020.

Reinhold, Jannik, Christian Koldewey, and Roman Dumitrescu. “GEMINI-Modellierungssprache für Wertschöpfungssysteme.” In Der Geschäftsmodell-Toolguide , edited by Birgit Buchholz and Matthias Bürger, 52–56. Frankfurt am Main: Campus Verlag, 2020.

Koldewey, Christian, Jannik Reinhold, and Roman Dumitrescu. “GEMINI-Geschäftsmodellmuster-Kartenset.” In Der Geschäftsmodell-Toolguide, edited by Birgit Buchholz and Matthias Bürger, 61–66. Frankfurt am Main: Campus Verlag, 2020.

Koldewey, Christian, Jannik Reinhold, and Roman Dumitrescu. “Geschäftsmodellvalidierung.” In Der Geschäftsmodell-Toolguide, edited by Birgit Buchholz and Matthias Bürger, 106–11. Frankfurt am Main: Campus Verlag, 2020.

Koldewey, Christian, Jannik Reinhold, and Roman Dumitrescu. “Geschäftsmodell-Roadmapping.” In Der Geschäftsmodell-Toolguide, edited by Birgit Buchholz and Matthias Bürger, 138–43. Frankfurt am Main: Campus Verlag, 2020.

Koldewey, Christian, Maurice Meyer, Patrick Stockbrügger, Roman Dumitrescu, and Jürgen Gausemeier. “Framework and Functionality Patterns for Smart Service Innovation.”https://doi.org/10.1016/j.procir.2020.02.244__Procedia CIRP, no. 91 (2020): 851–57.https://doi.org/10.1016/j.procir.2020.02.244 .

Niewöhner, Nadine, Laban Asmar, Daniel Röltgen, Arno Kühn, and Roman Dumitrescu. “The Impact of the 4th Industrial Revolution on the Design Fields of Innovation Management.”https://doi.org/10.1016/j.procir.2020.02.149__Procedia CIRP 91 (2020): 43–48.https://doi.org/10.1016/j.procir.2020.02.149 .

Schuh, Günther, Reiner Anderl, Roman Dumitrescu, Antonio Krüger, and Michael ten Hompel. Der Industrie 4.0 Maturity Index in der betrieblichen Anwendung. Aktuelle Herausforderungen, Fallbeispiele und Entwicklungstrends (acatech KOOPERATION). München:  acatech – Deutsche Akademie der Technikwissenschaften, 2020.

Massmann, Melina, Maurice Meyer, Roman Dumitrescu, Sebastian von Enzberg, Maximilian Frank, Christian Koldewey, Arno Kühn, and Jannik Reinhold. “Significance and Challenges of Data-Driven Product Generation and Retrofit Planning.”https://doi.org/10.1016/j.procir.2019.04.226__Procedia CIRP, 2019, 992–97.https://doi.org/10.1016/j.procir.2019.04.226 .

Koldewey, Christian, Jannik Reinhold, Roman Dumitrescu, Maximilian Frank, Thomans Schweppe, and Annegret Melzer. “Gestaltung hybrider Wertschöpfung und Arbeit im Kontext von Smart Services.”https://doi.org/10.3139/104.112113__ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb, 2019, 380–84.https://doi.org/10.3139/104.112113 .

Koldewey, Christian, and Roman Dumitrescu. “Strategie als Erfolgsfaktor.” ServiceToday, 2019.

Koldewey, Christian, Hans Heinrich Evers, Roman Dumitrescu, Maximilian Frank, Jürgen Gausemeier, and Jannik Reinhold. “Development Process for Smart Service Strategies.” In Proceedings of The XXX ISPIM INNOVATION CONFERENCE, edited by Ian Bitran, Stefan Conn, Chris Gernreich, Michelle Heber, K.R.E. Huizingh, Olga Kokshagina, Marko Torkkeli, and Markus Tynnhammar, Vol. 93. ISPIM Innovation Conference, 2019.