S. Merkelbach, L. Afroze, N. Janssen, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Using vibration data to classify conditions in disk stack separators,”10.21595/vp.2022.23000__Vibroengineering PROCEDIA, vol. 46, pp. 21–26, 2022, doi:10.21595/vp.2022.23000 .

D. Hobscheidt, J. S. Menzefricke, S. Gabriel, A. Kühn, and R. Dumitrescu, “Soziotechnische Herausforderungen bei der Einführung von RPA managen,” in Praxishandbuch Robotic Process Automation (RPA), Wiesbaden: Springer Fachmedien Wiesbaden, 2022.

M. Bansmann, R. Dumitrescu, and C. Fechtelpeter, “Transfer von Arbeit 4.0-Anwendungsszenarien,” in Gestaltung digitalisierter Arbeitswelten, Berlin, Heidelberg: Springer Berlin Heidelberg, 2022.

J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Nutzung von Process Mining in RPA-Projekten,” in Praxishandbuch Robotic Process Automation (RPA), Wiesbaden: Springer Fachmedien Wiesbaden, 2022.

C. Koldewey et al., “Aligning strategic position, behavior, and structure for smart service businesses in manufacturing,”10.1016/j.techfore.2021.121329__Technological Forecasting and Social Change, Art. no. 121329, 2022, doi:10.1016/j.techfore.2021.121329 .

S. Gabriel, T. Aring, D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Handlungsfelder für die KI-Einführung in der Arbeitswelt produzierender Unternehmen,” in Tagungsband des 68. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft, Magdeburg 02.03. - 04.03.2022, 2022.

H. Anacker, M. Günther, F. Wyrwich, and R. Dumitrescu, “Pattern based engineering of System of Systems - a systematic literature review,”10.1109/SOSE55472.2022.9812697__in 17th Annual System of Systems Engineering Conference (SOSE), Rochester, NY, USA, 2022, pp. 178–183, doi:10.1109/SOSE55472.2022.9812697 .

H. Anacker, R. Dumitrescu, U. Könemann, and D. Wilke, “Identification of stakeholder-specific Systems Engineering competencies for industry,” presented at the IEEE SysCon 2022, Montreal, Canada, 2022.

S. Pfeifer et al., “Design Decisions in the Architecture Development of Advanced Systems: Towards traceable and sustainable Documentation and Communication,”10.35199/norddesign2022__in DS 118: Proceedings of NordDesign 2022, Copenhagen, Denmark, 2022, doi:10.35199/norddesign2022 .

J.-P. Disselkamp, T. Seidenberg, H. Anacker, and R. Dumitrescu, “Design of an optimised value creation network for zero emission ferries,” presented at the 28th IEEE ICE/ITMC &; 31st IAMOT Conference IEEE , Nancy, France, 2022.

D. Eckertz, H. Anacker, and R. Dumitrescu, “Knowledge-based Interactive Configuration Tool for Industrial Augmented Reality Systems,”10.1109/icict55905.2022.00021__presented at the 5th International Conference on Information and Computer Technologies (ICICT), New York City, NY, United States, 2022, doi:10.1109/icict55905.2022.00021 .

S. Merkelbach, S. von Enzberg, A. Kuhn, and R. Dumitrescu, “Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications,”10.1109/icps51978.2022.9816871__presented at the IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS), 2022, doi:10.1109/icps51978.2022.9816871 .

D. Eckertz, H. Anacker, and R. Dumitrescu, “Systematics for the individual assessment of augmented reality potentials to support product validation,”10.35199/norddesign2022.12__2022, doi:10.35199/norddesign2022.12 .

D. Wilke, S. Pfeifer, R. Heitmann, H. Anacker, R. Dumitrescu, and V. Franke, “Implementation of Systems Engineering: A maturity-based approach,” presented at the 8th IEEE International Symposium on Systems Engineering, Wien, Österreich.

J. Papenkordt, S. Gabriel, K. Thommes, and R. Dumitrescu, Künstliche Intelligenz in der industriellen Arbeitswelt - Studie zum Status Quo in der Region OstWestfalenLippe. Kompetenzzentrum Arbeitswelt.Plus, 2022.

A. Kharatyan et al., “Künstliche Intelligenz im Engineering,”10.1515/zwf-2022-1074__Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 117, no. 6, pp. 427–431, 2022, doi:10.1515/zwf-2022-1074 .

M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Planning the Analysis of Use Phase Data in Product Planning,”10.1017/pds.2022.77__Proceedings of the Design Society, vol. 2, pp. 753–762, 2022, doi:10.1017/pds.2022.77 .

M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning,” presented at the AMCIS 2022, Minneapolis, 2022.

M. Meyer, M. Panzner, C. Koldewey, and R. Dumitrescu, “Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies,”10.1016/j.procir.2022.05.107__Procedia CIRP, vol. 107, pp. 1053–1058, 2022, doi:10.1016/j.procir.2022.05.107 .

C. Wiecher et al., “Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems,” arXiv preprint, 2022.

R. Joppen, A. Kühn, M. Förster, and R. Dumitrescu, “Evaluation of Industry 4.0 Applications in Production,”10.1007/s13132-022-00959-2__Journal of the Knowledge Economy, 2022, doi:10.1007/s13132-022-00959-2 .

S. Japs, S. Schmidt, F. Kargl, L. Kaiser, A. Kharatyan, and R. Dumitrescu, “Collaborative Modeling of Use Case &;amp; Damage Scenarios in Online Workshops Using a 3D Environment,”10.1017/pds.2022.162__Proceedings of the Design Society, vol. 2, pp. 1599–1608, 2022, doi:10.1017/pds.2022.162 .

S. Japs, F. Kargl, H. Anacker, and R. Dumitrescu, “Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434,”10.1016/j.procir.2022.05.252__Procedia CIRP, vol. 109, pp. 293–298, 2022, doi:10.1016/j.procir.2022.05.252 .

T. Mager, C. Jürgenhake, and R. Dumitrescu, “Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers,” in 2022 14th German Microwave Conference (GeMiC), Ulm, 2022, pp. 224–227.

D. Gollner, T. Klausmann, R. Rasor, and R. Dumitrescu, “Use Case Driven Digital Twin Generation,”10.1109/icps51978.2022.9816907__2022, doi:10.1109/icps51978.2022.9816907 .

S. Gabriel et al., “Requirements analysis for an intelligent workforce planning system: a socio-technical approach to design AI-based systems,”10.1016/j.procir.2022.05.274__Procedia CIRP, vol. 109, pp. 431–436, 2022, doi:10.1016/j.procir.2022.05.274 .

M. Förster, C. Kürpick, D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Cross-industry methods for strategic planning of the digital transformation of small and medium sized enterprises,”10.1016/j.procir.2022.05.257__Procedia CIRP, vol. 109, pp. 322–327, 2022, doi:10.1016/j.procir.2022.05.257 .

A. Kharatyan, M. Günther, H. Anacker, S. Japs, and R. Dumitrescu, “Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering,”10.1016/j.procir.2022.05.299__Procedia CIRP, vol. 109, pp. 586–591, 2022, doi:10.1016/j.procir.2022.05.299 .

L. Humpert, B. Röhm, H. Anacker, R. Dumitrescu, and R. Anderl, “Method for direct end customer integration into the agile product development,”10.1016/j.procir.2022.05.239__Procedia CIRP, vol. 109, pp. 215–220, 2022, doi:10.1016/j.procir.2022.05.239 .

C. Koldewey, D. Hobscheidt, C. Pierenkemper, A. Kühn, and R. Dumitrescu, “Increasing Firm Performance through Industry 4.0—A Method to Define and Reach Meaningful Goals,”https://doi.org/10.3390/sci4040039__Sci, vol. 39, no. 4, 2022, doi:https://doi.org/10.3390/sci4040039 .

D. Göllner, R. Rasor, H. Anacker, and R. Dumitrescu, “Collaborative Modeling of Interoperable Digital Twins in a SoS Context,”10.1016/j.procir.2022.05.113__Procedia CIRP, vol. 107, pp. 1089–1094, 2022, doi:10.1016/j.procir.2022.05.113 .

M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “Potentials and challenges of analyzing use phase data in product planning of manufacturing companies,”10.1017/s0890060421000408__Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 36, Art. no. e14, 2022, doi:10.1017/s0890060421000408 .

H. Anacker, R. Dumitrescu, N. Michels, and R. Rasor, “EngOps – Ein Leitbild für das agile Zusammenwirken von Engineering und Operations,”10.1515/zwf-2022-1069__Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 117, no. 6, pp. 405–409, 2022, doi:10.1515/zwf-2022-1069 .

J. Reinhold, M. Siewert, M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “Software-gestützte Planung der Smart-Service-Transformation,”10.1515/zwf-2022-1048__Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 117, no. 5, pp. 312–316, 2022, doi:10.1515/zwf-2022-1048 .

M. Panzner, M. Meyer, S. von Enzberg, and R. Dumitrescu, “Business-to-Analytics Canvas - Translation of Product Planning-Related Business Use Cases into Concrete Data Analytics Tasks,”10.1016/j.procir.2022.05.298__in Procedia CIRP, 2022, vol. 109, pp. 580–585, doi:10.1016/j.procir.2022.05.298 .

J. Reinhold, C. Koldewey, and R. Dumitrescu, “Value Creation Framework and Roles for Smart Services,”10.1016/j.procir.2022.05.271__Procedia CIRP, vol. 109, pp. 413–418, 2022, doi:10.1016/j.procir.2022.05.271 .

L. Özcan, L. Kirchberg, C. Koldewey, and R. Dumitrescu, “Performance Management Approach for Digital Platforms in B Markets,” in The Role of Innovation: Past, Present, Future, Athens, 2022.

L. Özcan, C. Koldewey, E. Duparc, H. van der Valk, B. Otto, and R. Dumitrescu, “Why do Digital Platforms succeed or fail? - A Literature Review on Success and Failure Factors,” presented at the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, 2022.

L. Asmar, K. Grigoryan, A. Kuhn, and R. Dumitrescu, “Survey on methods for early prototyping and validation of technical product ideas,”10.1109/indin51773.2022.9976130__2022, doi:10.1109/indin51773.2022.9976130 .

L. Kaiser, E. Schräder, R. Bernijazov, M. Foullois, and R. Dumitrescu, “Ein Ansatz zur Strukturierung von KI-Assistenzen im Model-Based Systems Engineering,” in Tag des Systems Engineering, 2022.

J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Nutzung von Process Mining in RPA-Projekten,” in Praxishandbuch Robotic Process Automation (RPA), Wiesbaden: Springer Fachmedien Wiesbaden, 2022.

M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Adapting the product design to the circular economy using R-principles,” 2022.

P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien,” in Digitalisierung souverän gestalten II, 2022.

P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien (in Druck),” in Digitalisierung souverän gestalten, 2021.

M. Förster, M. Rabe, A. Kühn, and R. Dumitrescu, “Practical approach for the development of digital guidelines for smart cities,” presented at the IEEE E-TEMS 2021, 2021.

J. Tekaat, H. Anacker, and R. Dumitrescu, “The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review,” presented at the 7th IEEE International Symposium on Systems Engineering, 2021.

D. Wilke, A. Schierbaum, L. Kaiser, and R. Dumitrescu, “Need for Action for a Company-Wide Introduction of Systems Engineering in Machinery and Plant Engineering,” presented at the ICED 2021, Gothenburg, Sweden, 2021.

D. Eckertz, H. Anacker, and R. 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, 2021, vol. 298, pp. 451–463.

S. Gabriel, T. Grauthoff, R. Joppen, A. Kühn, and R. Dumitrescu, “Analyzing socio-technical risks in implementation of Industry 4.0-use cases,” in Procedia CIRP, Enschede, the Netherlands, 2021, vol. 100, pp. 241–246.

A. Kharatyan, C. Jürgenhake, and R. Dumitrescu, “Towards generative design in the development of mechatronic integrated devices (MID),” in Procedia CIRP, 2021, vol. Vol. 100, pp. 373–378.

T. Mager, C. Jürgenhake, and R. Dumitrescu, “Approach for a modular design methodology for an efficient development of 3D MID components,” in 14th International Congress Molded Interconnect Devices (MID), Amberg, 2021, pp. 1–9.

F. Hemmelgarn, P. Ehlert, T. Mager, C. Jürgenhake, and R. Dumitrescu, “Evaluation of different additive manufacturing technologies for MIDs in the context of smart sensor systems for retrofit applications,” presented at the International Congress Molded Interconnect Devices (MID), Amberg, 2021.

J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Socio-technical risk management in the age of digital transformation – identification and analysis of existing approaches,” in Procedia CIRP, 2021, vol. 100, pp. 708–713.

F. Schnasse, J. S. Menzefricke, and R. 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), 2021, pp. 159–166.

S. Japs, H. Anacker, and R. Dumitrescu, “SAVE: Security &; safety by model-based systems engineering on the example of automotive industry,” in Procedia CIRP, 2021, pp. 187–192.

R. Dumitrescu et al., “Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021.

A. Kharatyan, J. Tekaat, S. Japs, H. Anacker, and R. Dumitrescu, “Metamodel for safety and security integrated system architecture modeling,” in  Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2021, vol. Vol. 1, pp. 2027–2036.

M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW,”10.1017/pds.2021.590__Proceedings of the Design Society, pp. 3289–3298, 2021, doi:10.1017/pds.2021.590 .

M. Meyer et al., “Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021, vol. 400.

M. Meyer, M. Panzner, C. Koldewey, and R. Dumitrescu, “Towards Identifying Data Analytics Use Cases in Product Planning,” Procedia CIRP, vol. 104, pp. 1179–1184, 2021.

J.-P. Hemkentokrax, D. Eckelt, L. Haarmann, C. Koldewey, and R. Dumitrescu, “Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021, vol. 400.

A. Wegel, P. Sahrhage, F. Worthmann, M. Rabe, and R. Dumitrescu, “Referenzarchitektur für Smart Services,”http://dx.doi.org/10.18419/opus-11478__in Stuttgarter Symposium für Produktentwicklung SSP 2021, 2021, p. 12, doi:http://dx.doi.org/10.18419/opus-11478 .

J. Reinhold, C. Koldewey, R. Dumitrescu, and G. Rausch, “Smart Service-Transformation - Den Wandel der Wertschöpfung erfolgreich gestalten,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021, vol. 400.

J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Identifying Value Creation Patterns for Smart Services,” Procedia CIRP, 2021.

R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, and R. Bernijazov, Künstliche Intelligenz in der Produktentstehung. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.

M. Scholtysik, J. Reinhold, C. Koldewey, and R. Dumitrescu, “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS,”10.1017/pds.2021.548__Proceedings of the Design Society, vol. 1, pp. 2871–2880, 2021, doi:10.1017/pds.2021.548 .

J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Smart Service-Transformation mit Geschäftsmodellmustern,”10.1515/zwf-2021-0069__Zeitschrift für wirtschaftlichen Fabrikbetrieb, pp. 337–341, 2021, doi:10.1515/zwf-2021-0069 .

D. Tissen, M. Hillebrand, and C. Tschirner, “Von der Idee ins Modell – Virtualisierung von Workshopergebnissen im MBSE,” presented at the Tag des Systems Engineering 2021, Online, 2021.

B. Lagemann, T. Seidenberg, C. Jürgenhake, S. O. Erikstad, and R. Dumitrescu, “System alternatives for modular, zero-emission high-speed ferries,” presented at the SNAME International Conference on Fast Sea Transportation,  Rhode Island, USA, 2021.

S. Japs, H. Anacker, L. Kaiser, J. Holtmann, R. Dumitrescu, and F. Kargl, “D-REQs: Determination of security &; safety requirements in workshops based on the use of model-based systems engineering,” in Proceedings of the IEEE, Notre Dame, IN, USA, 2021, vol. 1, pp. 412–414.

U. Mohammad et al., “Smart factory reference model for training on Industry 4.0,”https://doi.org/10.21491/jmeche.v16i2.15331__Journal of Mechanical Engineering (JMechE) , vol. 16, no. 2, pp. 129–144, 2021, doi:https://doi.org/10.21491/jmeche.v16i2.15331 .

J. Yee et al., “Data-Driven Model for Upper Limb Spasticity Detection,”http://orcid.org/0000-0002-5355-7908__International Journal of Integrated Engineering, vol. 13, no. 4, pp. 180–188, 2021, doi:http://orcid.org/0000-0002-5355-7908 .

C. Wiecher, C. Wolff, H. Anacker, and R. Dumitrescu, “Selecting Features for the Next Release in a System of Systems Context,” arXiv preprint, 2021.

D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Derivation of socio-technical solution patterns for industry 4.0 problem classes,” in Procedia CIRP, 2021, vol. 100, pp. 301–306.

N. Niewöhner, N. Lang, L. Asmar, D. Röltgen, A. Kühn, and R. Dumitrescu, “Towards an ambidextrous innovation management maturity model,” in Procedia CIRP, 2021, vol. 100, pp. 289–294.

S. Gabriel, N. Niewöhner, L. Asmar, A. Kühn, and R. Dumitrescu, “Integration of agile practices in the product development process of intelligent technical systems,” in Procedia CIRP, 2021, vol. 100, pp. 427–432.

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 Procedia CIRP, 2021, vol. 99, pp. 21–26.

C. Wiecher, J. Greenyer, C. Wolff, H. Anacker, and R. Dumitrescu, “Iterative and Scenario-Based Requirements Specification in a System of Systems Context,” in Requirements Engineering: Foundation for Software Quality, REFSQ 2021, Essen, 2021.

M. Foullois et al., “Arbeit 4.0 in der Produktentstehung mit IviPep,” in Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt, W. Bauer, S. Mütze-Niewöhner, S. Stowasser, C. Zanker, and N. Müller, Eds. Springer Vieweg, Berlin, Heidelberg, 2021, pp. 239–255.

M. Drewel, L. Özcan, J. Gausemeier, and R. Dumitrescu, “Platform Patterns - Using Proven Principles to Develop Digital Platforms,”10.1007/s13132-021-00772-3__in Journal of the Knowledge Economy, 2021, vol. Volume 12, pp. 519–543, doi:10.1007/s13132-021-00772-3 .

R. Rasor, D. Göllner, R. Bernijazov, L. Kaiser, and R. Dumitrescu, “Towards collaborative life cycle specification of digital twins in manufacturing value chains,” in Procedia CIRP, 2021, vol. 98, pp. 229–234.

L. Asmar, K. Grigoryan, C. Y. Low, D. Röltgen, A. Kühn, and R. Dumitrescu, “Structuring Framework for Early Validation of Product Ideas,” in International Journal of Integrated Engineering , 2021, vol. 13, no. 2, pp. 229–240.

D. Spath, J. Gausemeier, R. Dumitrescu, J. Winter, S. Steglich, and M. Drewel, “Digitalisation of Society,” in  Handbook of Engineering Systems Design, A. Maier, J. Oehmen, and P. E. Vermaas, Eds. Springer, Cham, 2021, pp. 2–27.

J. Gausemeier, W. Bauer, and R. Dumitrescu, Eds., Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung, vol. Band 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.

R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, and 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.

R. Bernijazov et al., “A Meta-Review on Artiû01cial Intelligence in Product Creation,” presented at the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal, Kanada, 2021.

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 Digitalization, D. R. Schallmo and J. Tidd, Eds. Cham: Springer Nature, 2021, pp. 205–237.

D. Eckertz, M. Möller, H. Anacker, and R. Dumitrescu, “Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies,” in  Proceedings of the International Conference on Information and Computer Technologies, Kahului, Hawaii, United States of America, 2021.

C. Koldewey, Systematik zur Entwicklung von Smart Service-Strategien im produzierenden Gewerbe, vol. 399. Paderborn, 2021, pp. 4, 217, A-41.

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,” arXiv preprint, 2021.

J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Maturity-based Development of Strategic Thrusts for Socio-technical Risks,”10.1016/j.procir.2021.11.041__Procedia CIRP, vol. 104, pp. 241–246, 2021, doi:10.1016/j.procir.2021.11.041 .

P. Ködding and R. Dumitrescu, “Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung,” in Digitalisisierung souverän gestalten, 2021, pp. 59–73.

M. Meyer, M. Frank, M. Massmann, and R. 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.

M. Meyer, M. Frank, M. Massmann, and R. Dumitrescu, “Research and Consulting in Data-Driven Strategic Product Planning,” Journal of Systemics, Cybernetics and Informatics, vol. 18, no. 2, pp. 55–61, 2020.

P. Ködding, J. Reinhold, M. Scholtysik, and R. Dumitrescu, “Consulting via Research in IMPRESS,” Journal of Systemics, Cybernetics and Informatics, vol. 18, no. 2, pp. 14–19, 2020.

M. Drewel, L. Özcan, C. Koldewey, and J. Gausemeier, “Patternbased development of digital platforms,” Creativity and Innovation Management, 2020.

C. Pierenkemper and J. Gausemeier, “Developing Strategies for Digital Transformation in SMEs with Maturity Models,” in Proceeding of the ISPIM Connects, Bangkok, 2020.

R. Dumitrescu, M. Drewel, and T. Falkowski, “KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung,” ZWF, Zeitschrift für wirtschaftliche Fabrikplanung, no. 1–2, pp. 86–90, 2020.

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

A. Lipsmeier, A. Kühn, R. Joppen, and R. Dumitrescu, “Process for the development of a digital strategy,” in Procedia CIRP, 2020, no. 88, pp. 173–178.