A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production
P. Ködding, D. Tissen, C. Koldewey, in: Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, Elsevier Ltd., n.d.

A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach
J. Brock, N. Rempe, S. von Enzberg, A. Kühn, R. Dumitrescu, in: 5th Conference on Production Systems and Logistics , 2023.

Conceptual Framework for Prescriptive Analytics based on decision Theory
J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, R. Dumitrescu, in: IEEE ADACIS 2023, 2023.

A Reference Process Model for Scenario-based Foresight
P. Ködding, C. Koldewey, R. Dumitrescu, in: Proceedings of the XXXII ISPIM Innovation Conference, 2023.

Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems
J.S. Menzefricke, C. Koldewey, R. Dumitrescu, in: The Digital Twin of Humans, Springer International Publishing, Cham, 2023.

The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs
B. Stöhr, C. Koldewey, R. Dumitrescu, in: Proceedings of the Design Society, Cambridge University Press (CUP), 2023, pp. 3473–3482.

Designing Business Models for a Circular Economy
M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, Proceedings of the Design Society 3 (2023) 1347–1356.

Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434
S. Japs, F. Faheem, H. Anacker, S. Husung, R. Dumitrescu, Proceedings of the Design Society 3 (2023) 2675–2684.

TCO analysis of a modular and integral product architecture in shipbuilding
T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, A. Wicker, R. Dumitrescu, E. Tolo, in: 2023.

Future production of ships – case study for modular high-speed ferries
J.-P. Disselkamp, T. Seidenberg, C. Jürgenhake, H. Anacker, R. Dumitrescu, in: 2023.

Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research
T. Fichtler, K. Grigoryan, C. Koldewey, R. Dumitrescu, in: 2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), IEEE, 2023.

Strategische Planung des Einstiegs in die Plattformökonomie
L. Özcan, M. Drewel, C. Koldewey, R. Dumitrescu, in: D. Schallmo, K. Lang, T. Werani, B. Krumay (Eds.), Digitalisierung: Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter, Springer Fachmedien Wiesbaden, Wiesbaden, 2023.

acatech Maturity Index Smart Services
R. Dumitrescu, F. Riemensperger, G. Schuh, J. Biehler, A. Frey, C. Hocken, C. Koldewey, A. Kühn, M. Rabe, M. Schacht, S. Comans, T. Fichtler, A. Govioni, T. Harland, J. Kaufmann, F. Optehostert, M. Rieger, M. Scholtysik, N. Schreiner, J. Sedlmeir, F. Sommer, Acatech Maturity Index Smart Services, 2023.

Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas
M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, 120 (2023).

Scenario-Based Foresight in the Age of Digital Technologies and AI
P. Ködding, C. Koldewey, R. Dumitrescu, in: A. Shajek, E.A. Hartmann (Eds.), New Digital Work, 2023, pp. 51–67.

Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases
P. Ködding, K. Ellermann, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023) 740–745.

Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation
C. Koldewey, R. Dumitrescu, M. Rabe, in: Proceedings of the 55th Hawaii International Conference on System Sciences, 2022.

A Reference Process Model for Usage Data-Driven Product Planning
M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, R. Dumitrescu, in: Proceedings of the 55th Hawaii International Conference on System Sciences, 2022, pp. 6105–6114.

Characterization of Usage Data with the Help of Data Classifications
M. Panzner, S. von Enzberg, M. Meyer, R. Dumitrescu, Journal of the Knowledge Economy (2022).

Using vibration data to classify conditions in disk stack separators
S. Merkelbach, L. Afroze, N. Janssen, S. von Enzberg, A. Kühn, R. Dumitrescu, Vibroengineering PROCEDIA 46 (2022) 21–26.

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

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

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

Aligning strategic position, behavior, and structure for smart service businesses in manufacturing
C. Koldewey, A. Rasor, J. Reinhold, J. Gausemeier, R. Dumitrescu, N. Chohan, M. Frank, Technological Forecasting and Social Change (2022).

Handlungsfelder für die KI-Einführung in der Arbeitswelt produzierender Unternehmen
S. Gabriel, T. Aring, D. Hobscheidt, A. Kühn, R. Dumitrescu, in: Gesellschaft für Arbeitswissenschaft e.V. (Ed.), Tagungsband Des 68. Frühjahrskongress Der Gesellschaft Für Arbeitswissenschaft, GfA-Press, Sankt Augustin, 2022.

Pattern based engineering of System of Systems - a systematic literature review
H. Anacker, M. Günther, F. Wyrwich, R. Dumitrescu, in: 17th Annual System of Systems Engineering Conference (SOSE), 2022, pp. 178–183.

Identification of stakeholder-specific Systems Engineering competencies for industry
H. Anacker, R. Dumitrescu, U. Könemann, D. Wilke, in:  Proceedings of the 16th Annual IEEE International Systems Conference, 2022.

Design Decisions in the Architecture Development of Advanced Systems: Towards traceable and sustainable Documentation and Communication
S. Pfeifer, D. Akgül, S. Röbenack, A. Tihlarik, B. Albert, H. Anacker, R. Dumitrescu, in: N.H. Mortensen, C.T. Hansen, M. Deininger (Eds.), DS 118: Proceedings of NordDesign 2022, The Design Society, 2022.

Design of an optimised value creation network for zero emission ferries
J.-P. Disselkamp, T. Seidenberg, H. Anacker, R. Dumitrescu, in: Proceedings of the IEEE, 2022.

Knowledge-based Interactive Configuration Tool for Industrial Augmented Reality Systems
D. Eckertz, H. Anacker, R. Dumitrescu, in: Proceedings of the 5th International Conference on Information and Computer Technologies (ICICT), IEEE, 2022.

Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications
S. Merkelbach, S. von Enzberg, A. Kuhn, R. Dumitrescu, in: Proceedings of the IEEE, IEEE, 2022.

Systematics for the individual assessment of augmented reality potentials to support product validation
D. Eckertz, H. Anacker, R. Dumitrescu, in: Proceedings of NordDesign 2022, The Design Society, 2022.

Implementation of Systems Engineering: A maturity-based approach
D. Wilke, S. Pfeifer, R. Heitmann, H. Anacker, R. Dumitrescu, V. Franke, in: Proceedings of the IEEE ISSE , n.d.

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

Künstliche Intelligenz im Engineering
A. Kharatyan, L. Humpert, H. Anacker, R. Dumitrescu, M. Wäschle, A. Albers, S. Horstmeyer, Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117 (2022) 427–431.

Planning the Analysis of Use Phase Data in Product Planning
M. Meyer, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Proceedings of the Design Society 2 (2022) 753–762.

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

17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies
M. Meyer, M. Panzner, C. Koldewey, R. Dumitrescu, Procedia CIRP 107 (2022) 1053–1058.

Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems
C. Wiecher, C. Mandel, M. Günther, J. Fischbach, J. Greenyer, M. Greinert, C. Wolff, R. Dumitrescu, D. Mendez, A. Albers, ArXiv Preprint (2022).

Evaluation of Industry 4.0 Applications in Production
R. Joppen, A. Kühn, M. Förster, R. Dumitrescu, Journal of the Knowledge Economy (2022).

Collaborative Modeling of Use Case &amp; Damage Scenarios in Online Workshops Using a 3D Environment
S. Japs, S. Schmidt, F. Kargl, L. Kaiser, A. Kharatyan, R. Dumitrescu, Proceedings of the Design Society 2 (2022) 1599–1608.

Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434
S. Japs, F. Kargl, H. Anacker, R. Dumitrescu, Procedia CIRP 109 (2022) 293–298.

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

Use Case Driven Digital Twin Generation
D. Gollner, T. Klausmann, R. Rasor, R. Dumitrescu, in: 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS), IEEE, 2022.

Requirements analysis for an intelligent workforce planning system: a socio-technical approach to design AI-based systems
S. Gabriel, D. Bentler, E.-M. Grote, C. Junker, D.M. zu Wendischhoff, M. Bansmann, B. Latos, D. Hobscheidt, A. Kühn, R. Dumitrescu, Procedia CIRP 109 (2022) 431–436.

Cross-industry methods for strategic planning of the digital transformation of small and medium sized enterprises
M. Förster, C. Kürpick, D. Hobscheidt, A. Kühn, R. Dumitrescu, Procedia CIRP 109 (2022) 322–327.

Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering
A. Kharatyan, M. Günther, H. Anacker, S. Japs, R. Dumitrescu, Procedia CIRP 109 (2022) 586–591.

Method for direct end customer integration into the agile product development
L. Humpert, B. Röhm, H. Anacker, R. Dumitrescu, R. Anderl, Procedia CIRP 109 (2022) 215–220.

Increasing Firm Performance through Industry 4.0—A Method to Define and Reach Meaningful Goals
C. Koldewey, D. Hobscheidt, C. Pierenkemper, A. Kühn, R. Dumitrescu, Sci 39 (2022).

Collaborative Modeling of Interoperable Digital Twins in a SoS Context
D. Göllner, R. Rasor, H. Anacker, R. Dumitrescu, Procedia CIRP 107 (2022) 1089–1094.