Christian Koldewey
Advanced Systems Engineering / Heinz Nixdorf Institut
christian.koldewey@hni.uni-paderborn.deID
119 Publications
2025 | Conference Paper | LibreCat-ID: 58763
P. J. Kulkarni, J. Zerbin, C. Koldewey, R. Bernijazov, and R. Dumitrescu, “Using SysML as a Modelling Language for Dataspaces,” presented at the 2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Sharjah, United Arab Emirates , 2025, doi: 10.1109/ictmod63116.2024.10878227.
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| DOI
2024 | Conference Paper | LibreCat-ID: 48632
C. Koldewey et al., “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” presented at the Hawaii International Conference on System Sciences, Hawaii, 2024.
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2024 | Conference Paper | LibreCat-ID: 49364
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Business strategy taxonomy and solution patterns for the circular economy,” 2024.
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2024 | Conference Paper | LibreCat-ID: 54743
C. Koldewey, M. Ebel, J. Winter, and R. Dumitrescu, “Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the Hawaii International Conference on System Sciences , Hawaii, 2024.
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2024 | Conference Paper | LibreCat-ID: 54734
B. Stöhr, C. Koldewey, and R. Dumitrescu, “Drivers and barriers for design and designers in interdisciplinary product development – a literature-based conceptual model,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 353–362, doi: 10.1017/pds.2024.38.
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2024 | Conference Paper | LibreCat-ID: 55436
B. Stöhr, C. Koldewey, Y. Acar, and R. Dumitrescu, “Challenges for design and designers in interdisciplinary product development: A qualitative interview study in industry,” 2024, doi: 10.21606/drs.2024.1001.
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2024 | Conference Paper | LibreCat-ID: 56167
D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases,” in DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024, Reykjavik, Iceland, 2024, doi: 10.35199/NORDDESIGN2024.58.
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2024 | Conference Paper | LibreCat-ID: 56169
D. Tissen, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies,” in DS 134: Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany, Stuttgart, Germany, 2024, doi: 10.35199/dsm2024.13.
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2024 | Conference Paper | LibreCat-ID: 58418
D. Tissen, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies,” 2024, doi: 10.35199/dsm2024.13.
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2024 | Conference Paper | LibreCat-ID: 56168
D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “Portals across domains: A data analysis task and documentation canvas for data-driven model-based systems engineering,” presented at the 2024 IEEE 10TH INTERNATIONAL CONFERENCE ON APPLIED SYSTEM INNOVATION, Kyoto, japan, 2024.
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2024 | Book Chapter | LibreCat-ID: 58449
I. Wiederkehr, D. Tissen, C. Koldewey, and R. Dumitrescu, “Sustinnovate or perish: Principles for sustainable innovation FULL ACCESS Chapter Sustinnovate or perish,” in System Innovation for an Artificial Intelligence Era, CRC Press, 2024.
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2024 | Journal Article | LibreCat-ID: 58475
M. Schlegel et al., “Future Robust Product Portfolio Development: Modelling Innovation Potentials in Product Portfolios,” Procedia CIRP, vol. 128, pp. 555–560, 2024, doi: 10.1016/j.procir.2024.03.036.
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| DOI
2024 | Conference Paper | LibreCat-ID: 58470
M. Schlegel et al., “How to Derive Innovation Potentials Advancing the Product Portfolio?,” in The International Society for Professional Innovation Management (ISPIM), Manchester , 2024, pp. 1–18.
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2024 | Conference Paper | LibreCat-ID: 58480
M. Schlegel et al., “Developing a Process Model for Future-Robust Advancement of Product Portfolios,” 2024, doi: 10.35199/norddesign2024.49.
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2024 | Conference Paper | LibreCat-ID: 58478
M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “A Product Lifecycle Model for the Digitally Enabled Circular Economy,” 2024, doi: 10.35199/norddesign2024.31.
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| DOI
2024 | Conference Paper | LibreCat-ID: 58481
M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “Business model patterns for the circular economy,” presented at the ISPIM Conference Proceedings, Manchester, 2024.
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2024 | Conference Paper | LibreCat-ID: 57109
E.-M. Grote, D. Wilke, C. Koldewey, and R. Dumitrescu, “Roleplaying made easy – A Meta-model for Roles in Systems Engineering,” presented at the IEEE International Symposium on Systems Engineering (ISSE), Perugia, 2024, doi: 10.1109/isse63315.2024.10741132.
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2024 | Conference Paper | LibreCat-ID: 57110
C. Koldewey, M. Ebel, J. Winter, and R. Dumitrescu, “Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the Hawaii International Conference on System Sciences, Hawaii, 2024.
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2024 | Conference Paper | LibreCat-ID: 55186
T. Fichtler, L. I. Petzke, K. Grigoryan, C. Koldewey, and R. Dumitrescu, “A Method for Identifying Use Cases in Data-Driven Product Management,” in Procedia CIRP, 2024, vol. 122, pp. 539–544, doi: 10.1016/j.procir.2024.01.079.
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2024 | Conference Paper | LibreCat-ID: 55185
T. Fichtler, K. Grigoryan, L. I. Petzke, C. Koldewey, and R. Dumitrescu, “Application Areas and Challenges of Data-Driven Product Management,” presented at the Pacific-Asia Conference on Information Systems (PACIS), Ho Chi Minh City, 2024.
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2024 | Conference Paper | LibreCat-ID: 59221
T. Fichtler, L. I. Petzke, K. Grigoryan, C. Koldewey, and R. Dumitrescu, “Antecedents of Data-Driven Product Management – Data Taxonomy and Cluster & Software Categories,” 2024, doi: 10.1109/ictmod63116.2024.10878154.
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2023 | Conference Paper | LibreCat-ID: 48669
C. Koldewey, R. Martin, R. Dumitrescu, and J. Winter, “Introduction to the Minitrack on Data-driven Services in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the 56th Hawaii International Conference on System Sciences, Maui, Hawaii, 2023.
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| Files available
2023 | Conference Paper | LibreCat-ID: 49319
D. Tissen, C. Tschirner, C. Koldewey, and R. Dumitrescu, “Nachhaltigkeit durch Daten im MBSE: Einblick in die Entwicklung eines Modell-Empfehlungssystems,” in Tag des Systems Engineering, Würzburg, Deutschland, 2023.
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2023 | Journal Article | LibreCat-ID: 47854
M. Scholtysik, C. Koldewey, M. Rohde, and R. Dumitrescu, “Integrative conceptualization of products and business models for the circular economy: A systematic literature review,” Procedia CIRP, vol. 119, pp. 841–846, 2023, doi: 10.1016/j.procir.2023.03.129.
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2023 | Conference Paper | LibreCat-ID: 49349
M. Scholtysik, C. Koldewey, R. Dumitrescu, C. Pierenkemper, and C. Hensen, “Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen,” 2023.
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2023 | Conference Paper | LibreCat-ID: 49322
P. Ködding, D. Tissen, and C. Koldewey, “A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production,” presented at the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, Capetown, South Africa.
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2023 | Conference Paper | LibreCat-ID: 47836
P. Ködding, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Scenario-based Foresight,” presented at the ISPIM Innovation Conference: Innovation and Circular Economy, 2023.
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2023 | Conference Paper | LibreCat-ID: 48601
B. Stöhr, C. Koldewey, and R. Dumitrescu, “The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs,” in Proceedings of the Design Society, 2023, vol. 3, pp. 3473–3482, doi: 10.1017/pds.2023.348.
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2023 | Journal Article | LibreCat-ID: 47850
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Designing Business Models for a Circular Economy,” Proceedings of the Design Society, vol. 3, pp. 1347–1356, 2023, doi: 10.1017/pds.2023.135.
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2023 | Conference Paper | LibreCat-ID: 52369
T. Fichtler, K. Grigoryan, C. Koldewey, and R. Dumitrescu, “Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Rabat, Morocco, 2023, doi: 10.1109/ictmod59086.2023.10438135.
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2023 | Book Chapter | LibreCat-ID: 53553
L. Özcan, M. Drewel, C. Koldewey, and R. Dumitrescu, “Strategische Planung des Einstiegs in die Plattformökonomie,” in Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale Zeitalter, D. Schallmo, K. Lang, T. Werani, and B. Krumay, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2023.
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2023 | Report | LibreCat-ID: 53554
R. Dumitrescu et al., acatech Maturity Index Smart Services. 2023.
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2023 | Conference Paper | LibreCat-ID: 49363
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas,” vol. 120. 2023.
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2023 | Book Chapter | LibreCat-ID: 47834
P. Ködding, C. Koldewey, and R. Dumitrescu, “Scenario-Based Foresight in the Age of Digital Technologies and AI,” in New Digital Work, A. Shajek and E. A. Hartmann, Eds. 2023, pp. 51–67.
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2023 | Journal Article | LibreCat-ID: 47835
P. Ködding, K. Ellermann, C. Koldewey, and R. Dumitrescu, “Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases,” Procedia CIRP, vol. 119, pp. 740–745, 2023, doi: 10.1016/j.procir.2023.01.015.
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2023 | Journal Article | LibreCat-ID: 54567
M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu, “Future-robust evolution of product portfolios: Need for action from theory and practice,” Procedia CIRP, vol. 120, pp. 792–797, 2023, doi: 10.1016/j.procir.2023.09.077.
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2023 | Journal Article | LibreCat-ID: 54565
I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, and A. Albers, “Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios,” Procedia CIRP, vol. 120, pp. 816–821, 2023, doi: 10.1016/j.procir.2023.09.081.
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2023 | Conference Paper | LibreCat-ID: 54569
I. Wiederkehr, C. Koldewey, R. Dumitrescu, M. Schlegel, and A. Albers, “Bridging the Gap between Product Innovation and Product Planning: A literature-based Conceptual Investigation,” presented at the XXXIV ISPIM Innovation Conference, Ljubljana, 2023.
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2023 | Conference Paper | LibreCat-ID: 54571
M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu, “Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development of Models and Methods,” in Procedia CIRP, Sydney, 2023, vol. 119, pp. 764–769, doi: 10.1016/j.procir.2023.01.017.
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2023 | Conference Paper | LibreCat-ID: 45793
K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.
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2023 | Conference Paper | LibreCat-ID: 45812
L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview Study on Strategy Options for Platform Operation in B2B Markets,” presented at the ISPIM Innovation Conference, Ljubljana, 2023.
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2023 | Journal Article | LibreCat-ID: 47420
C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, and R. Dumitrescu, “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation,” Procedia CIRP, vol. 119, pp. 614–619, 2023, doi: 10.1016/j.procir.2023.02.155.
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2023 | Conference Paper | LibreCat-ID: 49318
D. Tissen, C. Koldewey, and R. Dumitrescu, “A process-model for tailoring prototyping of cyber-physical systems,” presented at the XXXIVISPIM INNOVATION CONFERENCE - Innovation and Circular Economy, Ljubljana, Slovenia, 2023.
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2022 | Conference Abstract | LibreCat-ID: 29149 |

C. Koldewey, R. Dumitrescu, and M. Rabe, “Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation,” presented at the 55th Hawaii International Conference on System Sciences, Hawaii, USA, 2022.
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2022 | Conference Paper | LibreCat-ID: 29380
M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Usage Data-Driven Product Planning,” in Proceedings of the 55th Hawaii International Conference on System Sciences, 2022, pp. 6105–6114.
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2022 | Journal Article | LibreCat-ID: 27776
C. Koldewey et al., “Aligning strategic position, behavior, and structure for smart service businesses in manufacturing,” Technological Forecasting and Social Change, Art. no. 121329, 2022, doi: 10.1016/j.techfore.2021.121329.
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2022 | Journal Article | LibreCat-ID: 33705
M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Planning the Analysis of Use Phase Data in Product Planning,” Proceedings of the Design Society, vol. 2, pp. 753–762, 2022, doi: 10.1017/pds.2022.77.
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2022 | Conference Paper | LibreCat-ID: 33708
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.
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2022 | Journal Article | LibreCat-ID: 33707
M. Meyer, M. Panzner, C. Koldewey, and R. Dumitrescu, “17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies,” Procedia CIRP, vol. 107, pp. 1053–1058, 2022, doi: 10.1016/j.procir.2022.05.107.
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2022 | Journal Article | LibreCat-ID: 33810 |

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,” Sci, vol. 39, no. 4, 2022, doi: https://doi.org/10.3390/sci4040039.
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2022 | Journal Article | LibreCat-ID: 30193
M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “Potentials and challenges of analyzing use phase data in product planning of manufacturing companies,” Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 36, Art. no. e14, 2022, doi: 10.1017/s0890060421000408.
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2022 | Journal Article | LibreCat-ID: 33956
J. Reinhold, M. Siewert, M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “Software-gestützte Planung der Smart-Service-Transformation,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 117, no. 5, pp. 312–316, 2022, doi: 10.1515/zwf-2022-1048.
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2022 | Journal Article | LibreCat-ID: 33955
J. Reinhold, C. Koldewey, and R. Dumitrescu, “Value Creation Framework and Roles for Smart Services,” Procedia CIRP, vol. 109, pp. 413–418, 2022, doi: 10.1016/j.procir.2022.05.271.
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2022 | Conference Paper | LibreCat-ID: 33983
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Adapting the product design to the circular economy using R-principles,” 2022.
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| Files available
2022 | Book | LibreCat-ID: 52670
R. Dumitrescu and C. Koldewey, Datengestützte Projektplanung, vol. Band 408. 2022.
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2021 | Conference Paper | LibreCat-ID: 26839
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.
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2021 | Journal Article | LibreCat-ID: 26855
M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW,” Proceedings of the Design Society, pp. 3289–3298, 2021, doi: 10.1017/pds.2021.590.
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2021 | Conference Paper | LibreCat-ID: 26857
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.
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2021 | Journal Article | LibreCat-ID: 26858
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.
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2021 | Conference Paper | LibreCat-ID: 26864
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.
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2021 | Conference Paper | LibreCat-ID: 26905
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.
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2021 | Journal Article | LibreCat-ID: 26908
J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Identifying Value Creation Patterns for Smart Services,” Procedia CIRP, 2021.
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2021 | Journal Article | LibreCat-ID: 26990
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,” Proceedings of the Design Society, vol. 1, pp. 2871–2880, 2021, doi: 10.1017/pds.2021.548.
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2021 | Journal Article | LibreCat-ID: 26998
J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Smart Service-Transformation mit Geschäftsmodellmustern,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, pp. 337–341, 2021, doi: 10.1515/zwf-2021-0069.
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2021 | Book Chapter | LibreCat-ID: 27089
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. Springer, 2021, pp. 205–237.
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2021 | Book Chapter | LibreCat-ID: 22306
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.
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2021 | Dissertation | LibreCat-ID: 23379
C. Koldewey, Systematik zur Entwicklung von Smart Service-Strategien im produzierenden Gewerbe, vol. 399. Paderborn, 2021, pp. 4, 217, A-41.
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2021 | Journal Article | LibreCat-ID: 37404
J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Maturity-based Development of Strategic Thrusts for Socio-technical Risks,” Procedia CIRP, vol. 104, pp. 241–246, 2021, doi: 10.1016/j.procir.2021.11.041.
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2020 | Journal Article | LibreCat-ID: 27091
C. Koldewey, M. Frank, J. Gausemeier, A. Bäsecke, N. Chohan, and J. Reinhold, “Systematische Entwicklung von Normstrategien für Smart Services,” ZWF, Zeitschrift für wirtschaftliche Fabrikplanung 115(7-8), pp. 524–528, 2020.
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2020 | Journal Article | LibreCat-ID: 27096
C. Koldewey, M. Meyer, P. Stockbruegger, R. Dumitrescu, and J. Gausemeier, “Framework and Functionality Patterns for Smart Service Innovation,” Procedia CIRP (91), pp. 851–857, 2020.
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2020 | Journal Article | LibreCat-ID: 27098
M. Drewel, L. Özcan, C. Koldewey, and J. Gausemeier, “Pattern‐based development of digital platforms,” Creativity and Innovation Management, 2020.
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2020 | Conference Paper | LibreCat-ID: 17405
M. Frank, J. Gausemeier, N. Hennig-Cardinal von Widdern, C. Koldewey, J. S. Menzefricke, and J. Reinhold, “A reference process for the Smart Service business: development and practical implications,” in Proceedings of the ISPIM connects, 2020.
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2020 | Conference Paper | LibreCat-ID: 17406
J.-K. Becker, K. Joachim, C. Koldewey, J. Reinhold, and R. 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,” 2020.
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2020 | Conference Paper | LibreCat-ID: 18876 |

J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and E. 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, 2020.
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| Files available
2020 | Conference Paper | LibreCat-ID: 20355
C. Koldewey, J. Gausemeier, N. Chohan, M. Frank, J. Reinhold, and R. 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”, Marrakesch, Marocco.
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2020 | Book Chapter | LibreCat-ID: 20365
C. Koldewey, J. Reinhold, and R. Dumitrescu, “Planning a Smart Service Business Integrating External Partners,” in Managing Digital Open Innovation, vol. Volume 5, P.-J. Barlatier and A.-L. Mention, Eds. World Scientific Publishing Company, 2020, pp. 255–298.
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2020 | Book Chapter | LibreCat-ID: 20568 |

J. Reinhold, C. Koldewey, and R. Dumitrescu, “GEMINI-Modellierungssprache für Wertschöpfungssysteme,” in Der Geschäftsmodell-Toolguide , B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 52–56.
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2020 | Book Chapter | LibreCat-ID: 20570 |

C. Koldewey, J. Reinhold, and R. Dumitrescu, “GEMINI-Geschäftsmodellmuster-Kartenset,” in Der Geschäftsmodell-Toolguide, B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 61–66.
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2020 | Book Chapter | LibreCat-ID: 20571 |

C. Koldewey, J. Reinhold, and R. Dumitrescu, “Geschäftsmodellvalidierung,” in Der Geschäftsmodell-Toolguide, B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 106–111.
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2020 | Book Chapter | LibreCat-ID: 20573 |

C. Koldewey, J. Reinhold, and R. Dumitrescu, “Geschäftsmodell-Roadmapping,” in Der Geschäftsmodell-Toolguide, B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 138–143.
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2019 | Conference Paper | LibreCat-ID: 27103
M. Massmann et al., “Significance and Challenges of Data-driven Product Generation and Retrofit Planning,” 2019.
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2019 | Conference Paper | LibreCat-ID: 27104
J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” 2019.
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2019 | Conference Paper | LibreCat-ID: 27107
M. Frank et al., “Classification-based Planning of Smart Service Portfolios,” 2019.
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2019 | Newspaper Article | LibreCat-ID: 17402
C. Koldewey and R. Dumitrescu, “Strategie als Erfolgsfaktor,” ServiceToday, no. 4, pp. 76–77, 2019.
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2019 | Conference Paper | LibreCat-ID: 17403
C. Koldewey, H. H. Evers, R. Dumitrescu, M. Frank, J. Gausemeier, and J. Reinhold, “Development Process for Smart Service Strategies,” in Proceedings of The XXX ISPIM INNOVATION CONFERENCE, 2019, vol. 93.
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2019 | Conference Paper | LibreCat-ID: 17404
M. Frank et al., “Classification-based Planning of Smart Service Portfolios,” in Proceedings of the ISPIM connects, 2019.
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2019 | Conference Paper | LibreCat-ID: 18874 |

J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” in Proceedings of the ISPIM Connects Ottawa – Innovation for Local and Global Impact, 2019.
LibreCat
| Files available
2019 | Newspaper Article | LibreCat-ID: 20366
C. Koldewey, J. Reinhold, G. Willmes, and J. S. Michels, “Smart Service-Innovationen - Gewusst wie,” markt & wirtschaft westfalen - Das Wirtschaftsmagazin für zukunftsorientierte Unternehmer, 2019.
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2019 | Conference Paper | LibreCat-ID: 20371
C. Koldewey, J. Gausemeier, S. Fischer, and M. Kage, “Entwicklung von Smart Service Strategien,” in Symposium für Vorausschau und Technologieplanung, Berlin, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22717
J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” in Proceedings of the ISPIM Connects, 2019.
LibreCat
2018 | Conference Paper | LibreCat-ID: 27112
M. Drewel, J. Gausemeier, C. Koldewey, and L. Özcan, “Pattern based development of digital platforms,” 2018.
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2018 | Conference Paper | LibreCat-ID: 27113
C. Koldewey, J. Echterfeld, M. Reilender, and J. Gausemeier, “Business Model Portfolio Planning for Smart Services,” 2018.
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2018 | Conference Paper | LibreCat-ID: 27143
T. Pieper, J. Echterfeld, and C. Koldewey, “Applying Open Innovation in the Field of Aircraft MRO - Insights from the LOMIS Project,” 2018.
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2018 | Conference Paper | LibreCat-ID: 27144
C. Koldewey, M. Frank, and J. Gausemeier, “Planning of scalable Smart Services,” in Proceedings of the 2018 ISPIM Innovation Conference, 2018.
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2018 | Journal Article | LibreCat-ID: 27145
M. Frank, C. Koldewey, M. Rabe, R. Dumitrescu, J. Gausemeier, and A. Kühn, “Smart Services - Konzept einer neuen Marktleistung,” ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb 113(5), pp. 306–311, 2018.
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2018 | Journal Article | LibreCat-ID: 27146
A.-C. Lehner, C. Koldewey, and J. Gausemeier, “Approach for a Pattern-Based Development of Frugal Innovations,” Technology Innovation Management Review 8(4), pp. 14–27, 2018.
LibreCat
2018 | Conference Paper | LibreCat-ID: 22750
C. Koldewey, J. Echterfeld, M. Reilender, and J. Gausemeier, “Business Model Portfolio Planning for Smart Services,” in Proceedings of the ISPIM connects, 2018.
LibreCat
2018 | Conference Paper | LibreCat-ID: 22751
M. Drewel, J. Gausemeier, C. Koldewey, and L. Özcan, “Pattern based development of digital platforms,” in Proceedings of the 2018 ISPIM Connects, 2018.
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2018 | Conference Paper | LibreCat-ID: 22755
T. Pieper, J. Echterfeld, and C. Koldewey, “Applying Open Innovation in the Field of Aircraft MRO - Insights from the LOMIS Project ,” in Book of Abstracts of the 16th International Open and User Innovation Conference, 6. - 8. Aug. 2018, 2018.
LibreCat
2018 | Conference Paper | LibreCat-ID: 22778
C. Koldewey, M. Frank, and J. Gausemeier, “Planning of scalable Smart Services,” in Proceedings of the 2018 ISPIM Innovation Conference , Jun. 2018 International Society for Professional Innovation Management (ISPIM), 2018.
LibreCat
2018 | Newspaper Article | LibreCat-ID: 22783
M. Frank, C. Koldewey, M. Rabe, R. Dumitrescu, J. Gausemeier, and A. Kühn, “Smart Services - Konzept einer neuen Marktleistung,” ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 113(5), pp. 306–311, 2018.
LibreCat
2017 | Journal Article | LibreCat-ID: 27399
J. Gausemeier, C. Koldewey, and B. Echterhoff, “Geschäftsideen finden für Industrie 4.0 - Integrative Entwicklung von Geschäftsmodellen und Wertschöpfungssystemen,” mav - Innovation in der spanenden Fertigung, pp. 22–25, 2017.
LibreCat
2017 | Conference Paper | LibreCat-ID: 27411
P. Gausemeier, M. Frank, and C. Koldewey, “Einführung von Industrie 4.0 in die Miele Produktion – Ein Erfahrungsbericht,” in Wissenschaftsforum Intelligente Technische Systeme (WInTeSys) 2017, Band 369, 11. - 12. Mai 2017 Heinz Nixdorf Institut, 2017, vol. 369, pp. 93–108.
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2017 | Book (Editor) | LibreCat-ID: 27421
J. Gausemeier et al., Eds., Mit Industrie 4.0 zum Unternehmenserfolg - Integrative Planung von Geschäftsmodellen und Wertschöpfungssystemen. Heinz Nixdorf Institut, 2017.
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2017 | Conference Paper | LibreCat-ID: 27427
B. Echterhoff, C. Koldewey, and J. Gausemeier, “Pattern based business model development – identification, structuring and application of business model patterns,” 2017.
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2016 | Conference Paper | LibreCat-ID: 27442
W. A. Haggenmüller, S. Martin, M. Preisinger, B. Echterhoff, and C. Koldewey, “Integrative Entwicklung von Smart Services und Geschäftsmodellen am Beispiel von Werkzeugmaschinen,” in Vorausschau und Technologieplanung, Band 360, 2016, pp. 61–85.
LibreCat
2016 | Conference Paper | LibreCat-ID: 27444
B. Echterhoff, J. Gausemeier, C. Koldewey, T. Mittag, M. Schneider, and H. Seif, “Geschäftsmodelle für Industrie 4.0 - Digitalisierung als große Chance für zukünftigen Unternehmenserfolg,” in Digital vernetzt. Transformation der Wertschöpfung.: Szenarien, Optionen und Erfolgsmodelle für smarte Geschäftsmodelle, Produkte und Services, 2016, pp. 35–56.
LibreCat
2015 | Book Chapter | LibreCat-ID: 28336
S. Peter, J. Gausemeier, B. Amshoff, and C. Koldewey, “Vorausschau von Stakeholder-Verhalten mit der Szenario-Technik,” in Symposium für Vorausschau und Technologieplanung, Band 347 , Kapitel: 1, Heinz Nixdorf Institut, Universität Paderborn, 2015, pp. 41–60.
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119 Publications
2025 | Conference Paper | LibreCat-ID: 58763
P. J. Kulkarni, J. Zerbin, C. Koldewey, R. Bernijazov, and R. Dumitrescu, “Using SysML as a Modelling Language for Dataspaces,” presented at the 2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Sharjah, United Arab Emirates , 2025, doi: 10.1109/ictmod63116.2024.10878227.
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| DOI
2024 | Conference Paper | LibreCat-ID: 48632
C. Koldewey et al., “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” presented at the Hawaii International Conference on System Sciences, Hawaii, 2024.
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2024 | Conference Paper | LibreCat-ID: 49364
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Business strategy taxonomy and solution patterns for the circular economy,” 2024.
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2024 | Conference Paper | LibreCat-ID: 54743
C. Koldewey, M. Ebel, J. Winter, and R. Dumitrescu, “Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the Hawaii International Conference on System Sciences , Hawaii, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 54734
B. Stöhr, C. Koldewey, and R. Dumitrescu, “Drivers and barriers for design and designers in interdisciplinary product development – a literature-based conceptual model,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 353–362, doi: 10.1017/pds.2024.38.
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| DOI
2024 | Conference Paper | LibreCat-ID: 55436
B. Stöhr, C. Koldewey, Y. Acar, and R. Dumitrescu, “Challenges for design and designers in interdisciplinary product development: A qualitative interview study in industry,” 2024, doi: 10.21606/drs.2024.1001.
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| DOI
2024 | Conference Paper | LibreCat-ID: 56167
D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases,” in DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024, Reykjavik, Iceland, 2024, doi: 10.35199/NORDDESIGN2024.58.
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2024 | Conference Paper | LibreCat-ID: 56169
D. Tissen, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies,” in DS 134: Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany, Stuttgart, Germany, 2024, doi: 10.35199/dsm2024.13.
LibreCat
| DOI
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2024 | Conference Paper | LibreCat-ID: 58418
D. Tissen, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies,” 2024, doi: 10.35199/dsm2024.13.
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| DOI
2024 | Conference Paper | LibreCat-ID: 56168
D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “Portals across domains: A data analysis task and documentation canvas for data-driven model-based systems engineering,” presented at the 2024 IEEE 10TH INTERNATIONAL CONFERENCE ON APPLIED SYSTEM INNOVATION, Kyoto, japan, 2024.
LibreCat
2024 | Book Chapter | LibreCat-ID: 58449
I. Wiederkehr, D. Tissen, C. Koldewey, and R. Dumitrescu, “Sustinnovate or perish: Principles for sustainable innovation FULL ACCESS Chapter Sustinnovate or perish,” in System Innovation for an Artificial Intelligence Era, CRC Press, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 58475
M. Schlegel et al., “Future Robust Product Portfolio Development: Modelling Innovation Potentials in Product Portfolios,” Procedia CIRP, vol. 128, pp. 555–560, 2024, doi: 10.1016/j.procir.2024.03.036.
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| DOI
2024 | Conference Paper | LibreCat-ID: 58470
M. Schlegel et al., “How to Derive Innovation Potentials Advancing the Product Portfolio?,” in The International Society for Professional Innovation Management (ISPIM), Manchester , 2024, pp. 1–18.
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2024 | Conference Paper | LibreCat-ID: 58480
M. Schlegel et al., “Developing a Process Model for Future-Robust Advancement of Product Portfolios,” 2024, doi: 10.35199/norddesign2024.49.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58478
M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “A Product Lifecycle Model for the Digitally Enabled Circular Economy,” 2024, doi: 10.35199/norddesign2024.31.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58481
M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “Business model patterns for the circular economy,” presented at the ISPIM Conference Proceedings, Manchester, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57109
E.-M. Grote, D. Wilke, C. Koldewey, and R. Dumitrescu, “Roleplaying made easy – A Meta-model for Roles in Systems Engineering,” presented at the IEEE International Symposium on Systems Engineering (ISSE), Perugia, 2024, doi: 10.1109/isse63315.2024.10741132.
LibreCat
| DOI
| Download (ext.)
2024 | Conference Paper | LibreCat-ID: 57110
C. Koldewey, M. Ebel, J. Winter, and R. Dumitrescu, “Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the Hawaii International Conference on System Sciences, Hawaii, 2024.
LibreCat
| Download (ext.)
2024 | Conference Paper | LibreCat-ID: 55186
T. Fichtler, L. I. Petzke, K. Grigoryan, C. Koldewey, and R. Dumitrescu, “A Method for Identifying Use Cases in Data-Driven Product Management,” in Procedia CIRP, 2024, vol. 122, pp. 539–544, doi: 10.1016/j.procir.2024.01.079.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55185
T. Fichtler, K. Grigoryan, L. I. Petzke, C. Koldewey, and R. Dumitrescu, “Application Areas and Challenges of Data-Driven Product Management,” presented at the Pacific-Asia Conference on Information Systems (PACIS), Ho Chi Minh City, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 59221
T. Fichtler, L. I. Petzke, K. Grigoryan, C. Koldewey, and R. Dumitrescu, “Antecedents of Data-Driven Product Management – Data Taxonomy and Cluster & Software Categories,” 2024, doi: 10.1109/ictmod63116.2024.10878154.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48669
C. Koldewey, R. Martin, R. Dumitrescu, and J. Winter, “Introduction to the Minitrack on Data-driven Services in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the 56th Hawaii International Conference on System Sciences, Maui, Hawaii, 2023.
LibreCat
| Files available
2023 | Conference Paper | LibreCat-ID: 49319
D. Tissen, C. Tschirner, C. Koldewey, and R. Dumitrescu, “Nachhaltigkeit durch Daten im MBSE: Einblick in die Entwicklung eines Modell-Empfehlungssystems,” in Tag des Systems Engineering, Würzburg, Deutschland, 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47854
M. Scholtysik, C. Koldewey, M. Rohde, and R. Dumitrescu, “Integrative conceptualization of products and business models for the circular economy: A systematic literature review,” Procedia CIRP, vol. 119, pp. 841–846, 2023, doi: 10.1016/j.procir.2023.03.129.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49349
M. Scholtysik, C. Koldewey, R. Dumitrescu, C. Pierenkemper, and C. Hensen, “Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen,” 2023.
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2023 | Conference Paper | LibreCat-ID: 49322
P. Ködding, D. Tissen, and C. Koldewey, “A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production,” presented at the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, Capetown, South Africa.
LibreCat
2023 | Conference Paper | LibreCat-ID: 47836
P. Ködding, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Scenario-based Foresight,” presented at the ISPIM Innovation Conference: Innovation and Circular Economy, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 48601
B. Stöhr, C. Koldewey, and R. Dumitrescu, “The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs,” in Proceedings of the Design Society, 2023, vol. 3, pp. 3473–3482, doi: 10.1017/pds.2023.348.
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| DOI
2023 | Journal Article | LibreCat-ID: 47850
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Designing Business Models for a Circular Economy,” Proceedings of the Design Society, vol. 3, pp. 1347–1356, 2023, doi: 10.1017/pds.2023.135.
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| DOI
2023 | Conference Paper | LibreCat-ID: 52369
T. Fichtler, K. Grigoryan, C. Koldewey, and R. Dumitrescu, “Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Rabat, Morocco, 2023, doi: 10.1109/ictmod59086.2023.10438135.
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| DOI
2023 | Book Chapter | LibreCat-ID: 53553
L. Özcan, M. Drewel, C. Koldewey, and R. Dumitrescu, “Strategische Planung des Einstiegs in die Plattformökonomie,” in Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale Zeitalter, D. Schallmo, K. Lang, T. Werani, and B. Krumay, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2023.
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| DOI
2023 | Report | LibreCat-ID: 53554
R. Dumitrescu et al., acatech Maturity Index Smart Services. 2023.
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2023 | Conference Paper | LibreCat-ID: 49363
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas,” vol. 120. 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 47834
P. Ködding, C. Koldewey, and R. Dumitrescu, “Scenario-Based Foresight in the Age of Digital Technologies and AI,” in New Digital Work, A. Shajek and E. A. Hartmann, Eds. 2023, pp. 51–67.
LibreCat
2023 | Journal Article | LibreCat-ID: 47835
P. Ködding, K. Ellermann, C. Koldewey, and R. Dumitrescu, “Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases,” Procedia CIRP, vol. 119, pp. 740–745, 2023, doi: 10.1016/j.procir.2023.01.015.
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| DOI
2023 | Journal Article | LibreCat-ID: 54567
M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu, “Future-robust evolution of product portfolios: Need for action from theory and practice,” Procedia CIRP, vol. 120, pp. 792–797, 2023, doi: 10.1016/j.procir.2023.09.077.
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| DOI
2023 | Journal Article | LibreCat-ID: 54565
I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, and A. Albers, “Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios,” Procedia CIRP, vol. 120, pp. 816–821, 2023, doi: 10.1016/j.procir.2023.09.081.
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| DOI
2023 | Conference Paper | LibreCat-ID: 54569
I. Wiederkehr, C. Koldewey, R. Dumitrescu, M. Schlegel, and A. Albers, “Bridging the Gap between Product Innovation and Product Planning: A literature-based Conceptual Investigation,” presented at the XXXIV ISPIM Innovation Conference, Ljubljana, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54571
M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu, “Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development of Models and Methods,” in Procedia CIRP, Sydney, 2023, vol. 119, pp. 764–769, doi: 10.1016/j.procir.2023.01.017.
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| DOI
2023 | Conference Paper | LibreCat-ID: 45793
K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.
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2023 | Conference Paper | LibreCat-ID: 45812
L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview Study on Strategy Options for Platform Operation in B2B Markets,” presented at the ISPIM Innovation Conference, Ljubljana, 2023.
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2023 | Journal Article | LibreCat-ID: 47420
C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, and R. Dumitrescu, “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation,” Procedia CIRP, vol. 119, pp. 614–619, 2023, doi: 10.1016/j.procir.2023.02.155.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49318
D. Tissen, C. Koldewey, and R. Dumitrescu, “A process-model for tailoring prototyping of cyber-physical systems,” presented at the XXXIVISPIM INNOVATION CONFERENCE - Innovation and Circular Economy, Ljubljana, Slovenia, 2023.
LibreCat
2022 | Conference Abstract | LibreCat-ID: 29149 |

C. Koldewey, R. Dumitrescu, and M. Rabe, “Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation,” presented at the 55th Hawaii International Conference on System Sciences, Hawaii, USA, 2022.
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2022 | Conference Paper | LibreCat-ID: 29380
M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Usage Data-Driven Product Planning,” in Proceedings of the 55th Hawaii International Conference on System Sciences, 2022, pp. 6105–6114.
LibreCat
2022 | Journal Article | LibreCat-ID: 27776
C. Koldewey et al., “Aligning strategic position, behavior, and structure for smart service businesses in manufacturing,” Technological Forecasting and Social Change, Art. no. 121329, 2022, doi: 10.1016/j.techfore.2021.121329.
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| DOI
2022 | Journal Article | LibreCat-ID: 33705
M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Planning the Analysis of Use Phase Data in Product Planning,” Proceedings of the Design Society, vol. 2, pp. 753–762, 2022, doi: 10.1017/pds.2022.77.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33708
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.
LibreCat
2022 | Journal Article | LibreCat-ID: 33707
M. Meyer, M. Panzner, C. Koldewey, and R. Dumitrescu, “17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies,” Procedia CIRP, vol. 107, pp. 1053–1058, 2022, doi: 10.1016/j.procir.2022.05.107.
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| DOI
2022 | Journal Article | LibreCat-ID: 33810 |

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,” Sci, vol. 39, no. 4, 2022, doi: https://doi.org/10.3390/sci4040039.
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| DOI
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2022 | Journal Article | LibreCat-ID: 30193
M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “Potentials and challenges of analyzing use phase data in product planning of manufacturing companies,” Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 36, Art. no. e14, 2022, doi: 10.1017/s0890060421000408.
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| DOI
2022 | Journal Article | LibreCat-ID: 33956
J. Reinhold, M. Siewert, M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “Software-gestützte Planung der Smart-Service-Transformation,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 117, no. 5, pp. 312–316, 2022, doi: 10.1515/zwf-2022-1048.
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| DOI
2022 | Journal Article | LibreCat-ID: 33955
J. Reinhold, C. Koldewey, and R. Dumitrescu, “Value Creation Framework and Roles for Smart Services,” Procedia CIRP, vol. 109, pp. 413–418, 2022, doi: 10.1016/j.procir.2022.05.271.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33983
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Adapting the product design to the circular economy using R-principles,” 2022.
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| Files available
2022 | Book | LibreCat-ID: 52670
R. Dumitrescu and C. Koldewey, Datengestützte Projektplanung, vol. Band 408. 2022.
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2021 | Conference Paper | LibreCat-ID: 26839
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.
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2021 | Journal Article | LibreCat-ID: 26855
M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW,” Proceedings of the Design Society, pp. 3289–3298, 2021, doi: 10.1017/pds.2021.590.
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| DOI
2021 | Conference Paper | LibreCat-ID: 26857
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.
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2021 | Journal Article | LibreCat-ID: 26858
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.
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2021 | Conference Paper | LibreCat-ID: 26864
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.
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2021 | Conference Paper | LibreCat-ID: 26905
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.
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2021 | Journal Article | LibreCat-ID: 26908
J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Identifying Value Creation Patterns for Smart Services,” Procedia CIRP, 2021.
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2021 | Journal Article | LibreCat-ID: 26990
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,” Proceedings of the Design Society, vol. 1, pp. 2871–2880, 2021, doi: 10.1017/pds.2021.548.
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| DOI
2021 | Journal Article | LibreCat-ID: 26998
J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Smart Service-Transformation mit Geschäftsmodellmustern,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, pp. 337–341, 2021, doi: 10.1515/zwf-2021-0069.
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| DOI
2021 | Book Chapter | LibreCat-ID: 27089
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. Springer, 2021, pp. 205–237.
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2021 | Book Chapter | LibreCat-ID: 22306
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.
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| DOI
2021 | Dissertation | LibreCat-ID: 23379
C. Koldewey, Systematik zur Entwicklung von Smart Service-Strategien im produzierenden Gewerbe, vol. 399. Paderborn, 2021, pp. 4, 217, A-41.
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| DOI
2021 | Journal Article | LibreCat-ID: 37404
J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Maturity-based Development of Strategic Thrusts for Socio-technical Risks,” Procedia CIRP, vol. 104, pp. 241–246, 2021, doi: 10.1016/j.procir.2021.11.041.
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| DOI
2020 | Journal Article | LibreCat-ID: 27091
C. Koldewey, M. Frank, J. Gausemeier, A. Bäsecke, N. Chohan, and J. Reinhold, “Systematische Entwicklung von Normstrategien für Smart Services,” ZWF, Zeitschrift für wirtschaftliche Fabrikplanung 115(7-8), pp. 524–528, 2020.
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2020 | Journal Article | LibreCat-ID: 27096
C. Koldewey, M. Meyer, P. Stockbruegger, R. Dumitrescu, and J. Gausemeier, “Framework and Functionality Patterns for Smart Service Innovation,” Procedia CIRP (91), pp. 851–857, 2020.
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2020 | Journal Article | LibreCat-ID: 27098
M. Drewel, L. Özcan, C. Koldewey, and J. Gausemeier, “Pattern‐based development of digital platforms,” Creativity and Innovation Management, 2020.
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2020 | Conference Paper | LibreCat-ID: 17405
M. Frank, J. Gausemeier, N. Hennig-Cardinal von Widdern, C. Koldewey, J. S. Menzefricke, and J. Reinhold, “A reference process for the Smart Service business: development and practical implications,” in Proceedings of the ISPIM connects, 2020.
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2020 | Conference Paper | LibreCat-ID: 17406
J.-K. Becker, K. Joachim, C. Koldewey, J. Reinhold, and R. 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,” 2020.
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2020 | Conference Paper | LibreCat-ID: 18876 |

J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and E. 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, 2020.
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2020 | Conference Paper | LibreCat-ID: 20355
C. Koldewey, J. Gausemeier, N. Chohan, M. Frank, J. Reinhold, and R. 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”, Marrakesch, Marocco.
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2020 | Book Chapter | LibreCat-ID: 20365
C. Koldewey, J. Reinhold, and R. Dumitrescu, “Planning a Smart Service Business Integrating External Partners,” in Managing Digital Open Innovation, vol. Volume 5, P.-J. Barlatier and A.-L. Mention, Eds. World Scientific Publishing Company, 2020, pp. 255–298.
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| DOI
2020 | Book Chapter | LibreCat-ID: 20568 |

J. Reinhold, C. Koldewey, and R. Dumitrescu, “GEMINI-Modellierungssprache für Wertschöpfungssysteme,” in Der Geschäftsmodell-Toolguide , B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 52–56.
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2020 | Book Chapter | LibreCat-ID: 20570 |

C. Koldewey, J. Reinhold, and R. Dumitrescu, “GEMINI-Geschäftsmodellmuster-Kartenset,” in Der Geschäftsmodell-Toolguide, B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 61–66.
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2020 | Book Chapter | LibreCat-ID: 20571 |

C. Koldewey, J. Reinhold, and R. Dumitrescu, “Geschäftsmodellvalidierung,” in Der Geschäftsmodell-Toolguide, B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 106–111.
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2020 | Book Chapter | LibreCat-ID: 20573 |

C. Koldewey, J. Reinhold, and R. Dumitrescu, “Geschäftsmodell-Roadmapping,” in Der Geschäftsmodell-Toolguide, B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 138–143.
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2019 | Conference Paper | LibreCat-ID: 27103
M. Massmann et al., “Significance and Challenges of Data-driven Product Generation and Retrofit Planning,” 2019.
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2019 | Conference Paper | LibreCat-ID: 27104
J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” 2019.
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2019 | Conference Paper | LibreCat-ID: 27107
M. Frank et al., “Classification-based Planning of Smart Service Portfolios,” 2019.
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2019 | Newspaper Article | LibreCat-ID: 17402
C. Koldewey and R. Dumitrescu, “Strategie als Erfolgsfaktor,” ServiceToday, no. 4, pp. 76–77, 2019.
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2019 | Conference Paper | LibreCat-ID: 17403
C. Koldewey, H. H. Evers, R. Dumitrescu, M. Frank, J. Gausemeier, and J. Reinhold, “Development Process for Smart Service Strategies,” in Proceedings of The XXX ISPIM INNOVATION CONFERENCE, 2019, vol. 93.
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2019 | Conference Paper | LibreCat-ID: 17404
M. Frank et al., “Classification-based Planning of Smart Service Portfolios,” in Proceedings of the ISPIM connects, 2019.
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2019 | Conference Paper | LibreCat-ID: 18874 |

J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” in Proceedings of the ISPIM Connects Ottawa – Innovation for Local and Global Impact, 2019.
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2019 | Newspaper Article | LibreCat-ID: 20366
C. Koldewey, J. Reinhold, G. Willmes, and J. S. Michels, “Smart Service-Innovationen - Gewusst wie,” markt & wirtschaft westfalen - Das Wirtschaftsmagazin für zukunftsorientierte Unternehmer, 2019.
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2019 | Conference Paper | LibreCat-ID: 20371
C. Koldewey, J. Gausemeier, S. Fischer, and M. Kage, “Entwicklung von Smart Service Strategien,” in Symposium für Vorausschau und Technologieplanung, Berlin, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22717
J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” in Proceedings of the ISPIM Connects, 2019.
LibreCat
2018 | Conference Paper | LibreCat-ID: 27112
M. Drewel, J. Gausemeier, C. Koldewey, and L. Özcan, “Pattern based development of digital platforms,” 2018.
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2018 | Conference Paper | LibreCat-ID: 27113
C. Koldewey, J. Echterfeld, M. Reilender, and J. Gausemeier, “Business Model Portfolio Planning for Smart Services,” 2018.
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2018 | Conference Paper | LibreCat-ID: 27143
T. Pieper, J. Echterfeld, and C. Koldewey, “Applying Open Innovation in the Field of Aircraft MRO - Insights from the LOMIS Project,” 2018.
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2018 | Conference Paper | LibreCat-ID: 27144
C. Koldewey, M. Frank, and J. Gausemeier, “Planning of scalable Smart Services,” in Proceedings of the 2018 ISPIM Innovation Conference, 2018.
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2018 | Journal Article | LibreCat-ID: 27145
M. Frank, C. Koldewey, M. Rabe, R. Dumitrescu, J. Gausemeier, and A. Kühn, “Smart Services - Konzept einer neuen Marktleistung,” ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb 113(5), pp. 306–311, 2018.
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2018 | Journal Article | LibreCat-ID: 27146
A.-C. Lehner, C. Koldewey, and J. Gausemeier, “Approach for a Pattern-Based Development of Frugal Innovations,” Technology Innovation Management Review 8(4), pp. 14–27, 2018.
LibreCat
2018 | Conference Paper | LibreCat-ID: 22750
C. Koldewey, J. Echterfeld, M. Reilender, and J. Gausemeier, “Business Model Portfolio Planning for Smart Services,” in Proceedings of the ISPIM connects, 2018.
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2018 | Conference Paper | LibreCat-ID: 22751
M. Drewel, J. Gausemeier, C. Koldewey, and L. Özcan, “Pattern based development of digital platforms,” in Proceedings of the 2018 ISPIM Connects, 2018.
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2018 | Conference Paper | LibreCat-ID: 22755
T. Pieper, J. Echterfeld, and C. Koldewey, “Applying Open Innovation in the Field of Aircraft MRO - Insights from the LOMIS Project ,” in Book of Abstracts of the 16th International Open and User Innovation Conference, 6. - 8. Aug. 2018, 2018.
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2018 | Conference Paper | LibreCat-ID: 22778
C. Koldewey, M. Frank, and J. Gausemeier, “Planning of scalable Smart Services,” in Proceedings of the 2018 ISPIM Innovation Conference , Jun. 2018 International Society for Professional Innovation Management (ISPIM), 2018.
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2018 | Newspaper Article | LibreCat-ID: 22783
M. Frank, C. Koldewey, M. Rabe, R. Dumitrescu, J. Gausemeier, and A. Kühn, “Smart Services - Konzept einer neuen Marktleistung,” ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 113(5), pp. 306–311, 2018.
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2017 | Journal Article | LibreCat-ID: 27399
J. Gausemeier, C. Koldewey, and B. Echterhoff, “Geschäftsideen finden für Industrie 4.0 - Integrative Entwicklung von Geschäftsmodellen und Wertschöpfungssystemen,” mav - Innovation in der spanenden Fertigung, pp. 22–25, 2017.
LibreCat
2017 | Conference Paper | LibreCat-ID: 27411
P. Gausemeier, M. Frank, and C. Koldewey, “Einführung von Industrie 4.0 in die Miele Produktion – Ein Erfahrungsbericht,” in Wissenschaftsforum Intelligente Technische Systeme (WInTeSys) 2017, Band 369, 11. - 12. Mai 2017 Heinz Nixdorf Institut, 2017, vol. 369, pp. 93–108.
LibreCat
2017 | Book (Editor) | LibreCat-ID: 27421
J. Gausemeier et al., Eds., Mit Industrie 4.0 zum Unternehmenserfolg - Integrative Planung von Geschäftsmodellen und Wertschöpfungssystemen. Heinz Nixdorf Institut, 2017.
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2017 | Conference Paper | LibreCat-ID: 27427
B. Echterhoff, C. Koldewey, and J. Gausemeier, “Pattern based business model development – identification, structuring and application of business model patterns,” 2017.
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2016 | Conference Paper | LibreCat-ID: 27442
W. A. Haggenmüller, S. Martin, M. Preisinger, B. Echterhoff, and C. Koldewey, “Integrative Entwicklung von Smart Services und Geschäftsmodellen am Beispiel von Werkzeugmaschinen,” in Vorausschau und Technologieplanung, Band 360, 2016, pp. 61–85.
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2016 | Conference Paper | LibreCat-ID: 27444
B. Echterhoff, J. Gausemeier, C. Koldewey, T. Mittag, M. Schneider, and H. Seif, “Geschäftsmodelle für Industrie 4.0 - Digitalisierung als große Chance für zukünftigen Unternehmenserfolg,” in Digital vernetzt. Transformation der Wertschöpfung.: Szenarien, Optionen und Erfolgsmodelle für smarte Geschäftsmodelle, Produkte und Services, 2016, pp. 35–56.
LibreCat
2015 | Book Chapter | LibreCat-ID: 28336
S. Peter, J. Gausemeier, B. Amshoff, and C. Koldewey, “Vorausschau von Stakeholder-Verhalten mit der Szenario-Technik,” in Symposium für Vorausschau und Technologieplanung, Band 347 , Kapitel: 1, Heinz Nixdorf Institut, Universität Paderborn, 2015, pp. 41–60.
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