Joppen R, Kühn A, Förster M, Dumitrescu R. Evaluation of Industry 4.0 Applications in Production. Journal of the Knowledge Economy. Published online 2022. doi:10.1007/s13132-022-00959-2
LibreCat: /record/33714
DOI: 10.1007/s13132-022-00959-2

Japs S, Schmidt S, Kargl F, Kaiser L, Kharatyan A, Dumitrescu R. Collaborative Modeling of Use Case &;amp; Damage Scenarios in Online Workshops Using a 3D Environment. Proceedings of the Design Society. 2022;2:1599-1608. doi:10.1017/pds.2022.162
LibreCat: /record/33713
DOI: 10.1017/pds.2022.162

Japs S, Kargl F, Anacker H, Dumitrescu R. Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434. Procedia CIRP. 2022;109:293-298. doi:10.1016/j.procir.2022.05.252
LibreCat: /record/33715
DOI: 10.1016/j.procir.2022.05.252

Mager T, Jürgenhake C, Dumitrescu R. Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers. In: 2022 14th German Microwave Conference (GeMiC). IEEE; 2022:224-227.
LibreCat: /record/33712

Gollner D, Klausmann T, Rasor R, Dumitrescu R. Use Case Driven Digital Twin Generation. In: 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE; 2022. doi:10.1109/icps51978.2022.9816907
LibreCat: /record/33711
DOI: 10.1109/icps51978.2022.9816907

Gabriel S, Bentler D, Grote E-M, et al. Requirements analysis for an intelligent workforce planning system: a socio-technical approach to design AI-based systems. Procedia CIRP. 2022;109:431-436. doi:10.1016/j.procir.2022.05.274
LibreCat: /record/33718
DOI: 10.1016/j.procir.2022.05.274

Förster M, Kürpick C, Hobscheidt D, Kühn A, Dumitrescu R. Cross-industry methods for strategic planning of the digital transformation of small and medium sized enterprises. Procedia CIRP. 2022;109:322-327. doi:10.1016/j.procir.2022.05.257
LibreCat: /record/33716
DOI: 10.1016/j.procir.2022.05.257

Kharatyan A, Günther M, Anacker H, Japs S, Dumitrescu R. Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering. Procedia CIRP. 2022;109:586-591. doi:10.1016/j.procir.2022.05.299
LibreCat: /record/33717
DOI: 10.1016/j.procir.2022.05.299

Humpert L, Röhm B, Anacker H, Dumitrescu R, Anderl R. Method for direct end customer integration into the agile product development. Procedia CIRP. 2022;109:215-220. doi:10.1016/j.procir.2022.05.239
LibreCat: /record/33719
DOI: 10.1016/j.procir.2022.05.239

Koldewey C, Hobscheidt D, Pierenkemper C, Kühn A, Dumitrescu R. Increasing Firm Performance through Industry 4.0—A Method to Define and Reach Meaningful Goals. Sci. 2022;39(4). doi:https://doi.org/10.3390/sci4040039
LibreCat: /record/33810
DOI: https://doi.org/10.3390/sci4040039

Göllner D, Rasor R, Anacker H, Dumitrescu R. Collaborative Modeling of Interoperable Digital Twins in a SoS Context. Procedia CIRP. 2022;107:1089-1094. doi:10.1016/j.procir.2022.05.113
LibreCat: /record/33720
DOI: 10.1016/j.procir.2022.05.113

Meyer M, Fichtler T, Koldewey C, Dumitrescu R. Potentials and challenges of analyzing use phase data in product planning of manufacturing companies. Artificial Intelligence for Engineering Design, Analysis and Manufacturing. 2022;36. doi:10.1017/s0890060421000408
LibreCat: /record/30193
DOI: 10.1017/s0890060421000408

Anacker H, Dumitrescu R, Michels N, Rasor R. EngOps – Ein Leitbild für das agile Zusammenwirken von Engineering und Operations. Zeitschrift für wirtschaftlichen Fabrikbetrieb. 2022;117(6):405-409. doi:10.1515/zwf-2022-1069
LibreCat: /record/33710
DOI: 10.1515/zwf-2022-1069

Reinhold J, Siewert M, Scholtysik M, Rasor A, Koldewey C, Dumitrescu R. Software-gestützte Planung der Smart-Service-Transformation. Zeitschrift für wirtschaftlichen Fabrikbetrieb. 2022;117(5):312-316. doi:10.1515/zwf-2022-1048
LibreCat: /record/33956
DOI: 10.1515/zwf-2022-1048

Panzner M, Meyer M, Enzberg S von, Dumitrescu R. Business-to-Analytics Canvas - Translation of Product Planning-Related Business Use Cases into Concrete Data Analytics Tasks. In: Procedia CIRP. Vol 109. Elsevier BV; 2022:580-585. doi:10.1016/j.procir.2022.05.298
LibreCat: /record/33706
DOI: 10.1016/j.procir.2022.05.298

Reinhold J, Koldewey C, Dumitrescu R. Value Creation Framework and Roles for Smart Services. Procedia CIRP. 2022;109:413-418. doi:10.1016/j.procir.2022.05.271
LibreCat: /record/33955
DOI: 10.1016/j.procir.2022.05.271

Özcan L, Kirchberg L, Koldewey C, Dumitrescu R. Performance Management Approach for Digital Platforms in B Markets. In: Bitran I, Bitetti L,  Conn S, et al., eds. The Role of Innovation: Past, Present, Future. ; 2022.
LibreCat: /record/33997

Özcan L, Koldewey C, Duparc E, van der Valk H, Otto B, Dumitrescu R. Why do Digital Platforms succeed or fail? - A Literature Review on Success and Failure Factors. In: ; 2022.
LibreCat: /record/33991

Asmar L, Grigoryan K, Kuhn A, Dumitrescu R. Survey on methods for early prototyping and validation of technical product ideas. In: 2022 IEEE 20th International Conference on Industrial Informatics (INDIN). IEEE; 2022. doi:10.1109/indin51773.2022.9976130
LibreCat: /record/37554
DOI: 10.1109/indin51773.2022.9976130

Kaiser L, Schräder E, Bernijazov R, Foullois M, Dumitrescu R. Ein Ansatz zur Strukturierung von KI-Assistenzen im Model-Based Systems Engineering. In: Koch W, Wilke D, Dreiseitel S, Kaffenberger R, Gesellschaft für Systems Engineering e.V., eds. Tag Des Systems Engineering. ; 2022.
LibreCat: /record/37550

Brock J, von Enzberg S, Kühn A, Dumitrescu R. Nutzung von Process Mining in RPA-Projekten. In: Praxishandbuch Robotic Process Automation (RPA). Springer Fachmedien Wiesbaden; 2022. doi:10.1007/978-3-658-38379-4_5
LibreCat: /record/49350
DOI: 10.1007/978-3-658-38379-4_5

Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Adapting the product design to the circular economy using R-principles. In: ; 2022.
LibreCat: /record/33983

Ködding P, Dumitrescu R. Szenario-Technik mit digitalen Technologien. In: Hartmann EA, ed. Digitalisierung Souverän Gestalten II. ; 2022.
LibreCat: /record/47831

Ködding P, Dumitrescu R. Szenario-Technik mit digitalen Technologien (in Druck). In: Hartmann EA, ed. Digitalisierung Souverän Gestalten. Springer Vieweg; 2021.
LibreCat: /record/26050

Förster M, Rabe M, Kühn A, Dumitrescu R. Practical approach for the development of digital guidelines for smart cities. In: Proceedings of the IEEE E-TEMS 2021. ; 2021.
LibreCat: /record/26401

Tekaat J, Anacker H, Dumitrescu R. The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review. In:  Proceedings of the 7th IEEE International Symposium on Systems Engineering. ; 2021.
LibreCat: /record/26402

Wilke D, Schierbaum A, Kaiser L, Dumitrescu R. Need for Action for a Company-Wide Introduction of Systems Engineering in Machinery and Plant Engineering. In: Proceedings of the International Conference on Engineering Design, ICED 2021. ; 2021.
LibreCat: /record/26403

Eckertz D, Anacker H, Dumitrescu R. Augmented Reality-based Product Validation to Support Collaborative Engineering of Complex Technical Systems. In: Auer ME, Bhimavaram KR, Yue X-G, eds. Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0. Vol 298. Springer International Publishing; 2021:451-463.
LibreCat: /record/26404

Gabriel S, Grauthoff T, Joppen R, Kühn A, Dumitrescu R. Analyzing socio-technical risks in implementation of Industry 4.0-use cases. In: Procedia CIRP. Vol 100. ; 2021:241-246.
LibreCat: /record/26492

Kharatyan A, Jürgenhake C, Dumitrescu R. Towards generative design in the development of mechatronic integrated devices (MID). In: Procedia CIRP. Vol Vol. 100. ; 2021:373-378.
LibreCat: /record/26823

Mager T, Jürgenhake C, Dumitrescu R. Approach for a modular design methodology for an efficient development of 3D MID components. In: 14th International Congress Molded Interconnect Devices (MID). ; 2021:1-9.
LibreCat: /record/26830

Hemmelgarn F, Ehlert P, Mager T, Jürgenhake C, Dumitrescu R. Evaluation of different additive manufacturing technologies for MIDs in the context of smart sensor systems for retrofit applications. In: 14th International Congress Molded Interconnect Devices (MID). ; 2021.
LibreCat: /record/26833

Menzefricke JS, Wiederkehr I, Koldewey C, Dumitrescu R. Socio-technical risk management in the age of digital transformation – identification and analysis of existing approaches. In: Procedia CIRP. Vol 100. ; 2021:708-713.
LibreCat: /record/26839

Schnasse F, Menzefricke JS, Dumitrescu R. 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). ; 2021:159-166.
LibreCat: /record/26843

Japs S, Anacker H, Dumitrescu R. SAVE: Security &; safety by model-based systems engineering on the example of automotive industry. In: Procedia CIRP. ; 2021:187-192.
LibreCat: /record/26850

Dumitrescu R, Anacker H, Grote E-M, et al. Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering. In: Gausemeier J, Bauer W, Dumitrescu R, eds. Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung. Heinz Nixdorf Institut, Universität Paderborn; 2021.
LibreCat: /record/26851

Kharatyan A, Tekaat J, Japs S, Anacker H, Dumitrescu R. Metamodel for safety and security integrated system architecture modeling. In:  Proceedings of the Design Society. Vol Vol. 1. ; 2021:2027-2036.
LibreCat: /record/26852

Meyer M, Wiederkehr I, Koldewey C, Dumitrescu R. UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW. Proceedings of the Design Society. Published online 2021:3289-3298. doi:10.1017/pds.2021.590
LibreCat: /record/26855
DOI: 10.1017/pds.2021.590

Meyer M, Hemkentokrax J-P, Koldewey C, et al. Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis. In: Gausemeier J, Bauer W, Dumitrescu R, eds. Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung. Vol 400. Heinz Nixdorf Institut, Universität Paderborn; 2021.
LibreCat: /record/26857

Meyer M, Panzner M, Koldewey C, Dumitrescu R. Towards Identifying Data Analytics Use Cases in Product Planning. Procedia CIRP. 2021;104:1179-1184.
LibreCat: /record/26858

Hemkentokrax J-P, Eckelt D, Haarmann L, Koldewey C, Dumitrescu R. Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers. In: Gausemeier J, Bauer W, Dumitrescu R, eds. Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung. Vol 400. Heinz Nixdorf Institut, Universität Paderborn; 2021.
LibreCat: /record/26864

Wegel A, Sahrhage P, Worthmann F, Rabe M, Dumitrescu R. Referenzarchitektur für Smart Services. In: Binz H, Bertsche B, Spath D, Roth D, eds. Stuttgarter Symposium für Produktentwicklung SSP 2021. ; 2021:12. doi:http://dx.doi.org/10.18419/opus-11478
LibreCat: /record/26903
DOI: http://dx.doi.org/10.18419/opus-11478

Reinhold J, Koldewey C, Dumitrescu R, Rausch G. Smart Service-Transformation - Den Wandel der Wertschöpfung erfolgreich gestalten. In: Gausemeier J, Bauer W, Dumitrescu R, eds. Vorausschau Und Technologieplanung - 16. Symposium Vorausschau Und Technologieplanung. Vol 400. Heinz Nixdorf Institut, Universität Paderborn; 2021.
LibreCat: /record/26905

Reinhold J, Ködding P, Scholtysik M, Koldewey C, Dumitrescu R. Identifying Value Creation Patterns for Smart Services. Procedia CIRP. Published online 2021.
LibreCat: /record/26908

Dumitrescu R, Özcan L, Ködding P, Foullois M, Bernijazov R. Künstliche Intelligenz in der Produktentstehung. Heinz Nixdorf Institut, Universität Paderborn; 2021.
LibreCat: /record/26984

Scholtysik M, Reinhold J, Koldewey C, Dumitrescu R. SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS. Proceedings of the Design Society. 2021;1:2871-2880. doi:10.1017/pds.2021.548
LibreCat: /record/26990
DOI: 10.1017/pds.2021.548

Reinhold J, Ködding P, Scholtysik M, Koldewey C, Dumitrescu R. Smart Service-Transformation mit Geschäftsmodellmustern. Zeitschrift für wirtschaftlichen Fabrikbetrieb. Published online 2021:337-341. doi:10.1515/zwf-2021-0069
LibreCat: /record/26998
DOI: 10.1515/zwf-2021-0069

Tissen D, Hillebrand M, Tschirner C. Von der Idee ins Modell – Virtualisierung von Workshopergebnissen im MBSE. In: Tag des Systems Engineering 2021. ; 2021.
LibreCat: /record/27049

Lagemann B, Seidenberg T, Jürgenhake C, Erikstad SO, Dumitrescu R. System alternatives for modular, zero-emission high-speed ferries. In: SNAME International Conference on Fast Sea Transportation. ; 2021.
LibreCat: /record/27055

Japs S, Anacker H, Kaiser L, Holtmann J, Dumitrescu R, Kargl F. D-REQs: Determination of security &; safety requirements in workshops based on the use of model-based systems engineering. In: Proceedings of the IEEE. Vol 1. ; 2021:412-414.
LibreCat: /record/27056

Mohammad U, Low C, Rahman RA, et al. Smart factory reference model for training on Industry 4.0. Journal of Mechanical Engineering (JMechE) . 2021;16(2):129-144. doi:https://doi.org/10.21491/jmeche.v16i2.15331
LibreCat: /record/27057
DOI: https://doi.org/10.21491/jmeche.v16i2.15331

Yee J, Low CY, Hashim NM, et al. Data-Driven Model for Upper Limb Spasticity Detection. International Journal of Integrated Engineering. 2021;13(4):180-188. doi:http://orcid.org/0000-0002-5355-7908
LibreCat: /record/27081
DOI: http://orcid.org/0000-0002-5355-7908

Wiecher C, Wolff C, Anacker H, Dumitrescu R. Selecting Features for the Next Release in a System of Systems Context. arXiv preprint. 2021.
LibreCat: /record/27082

Hobscheidt D, Kühn A, Dumitrescu R. Derivation of socio-technical solution patterns for industry 4.0 problem classes. In: Procedia CIRP. Vol 100. Elsevier; 2021:301-306.
LibreCat: /record/27085

Niewöhner N, Lang N, Asmar L, Röltgen D, Kühn A, Dumitrescu R. Towards an ambidextrous innovation management maturity model. In: Procedia CIRP. Vol 100. Elsevier; 2021:289-294.
LibreCat: /record/27086

Gabriel S, Niewöhner N, Asmar L, Kühn A, Dumitrescu R. Integration of agile practices in the product development process of intelligent technical systems. In: Procedia CIRP. Vol 100. Elsevier; 2021:427-432.
LibreCat: /record/27087

Henkenjohann M, Joppen R, Köchling D, von Enzberg S, Kühn A, Dumitrescu R. Identification and specification of standard modules in production for a material flow simulation. In: Procedia CIRP. Vol 99. Elsevier; 2021:21-26.
LibreCat: /record/27093

Wiecher C, Greenyer J, Wolff C, Anacker H, Dumitrescu R. Iterative and Scenario-Based Requirements Specification in a System of Systems Context. In: Dalpiaz F, Spoletini P, eds. Requirements Engineering: Foundation for Software Quality, REFSQ 2021. Springer Nature Switzerland AG; 2021.
LibreCat: /record/27094

Foullois M, Kato-Beiderwieden A-L, Mlekus L, et al. Arbeit 4.0 in der Produktentstehung mit IviPep. In: Bauer W, Mütze-Niewöhner S, Stowasser S, Zanker C, Müller N, eds. Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt. Springer Vieweg, Berlin, Heidelberg; 2021:239-255.
LibreCat: /record/27139

Drewel M, Özcan L, Gausemeier J, Dumitrescu R. Platform Patterns - Using Proven Principles to Develop Digital Platforms. In: Carayannis EG, ed. Journal of the Knowledge Economy. Vol Volume 12. Springer; 2021:519-543. doi:10.1007/s13132-021-00772-3
LibreCat: /record/27140
DOI: 10.1007/s13132-021-00772-3

Rasor R, Göllner D, Bernijazov R, Kaiser L, Dumitrescu R. Towards collaborative life cycle specification of digital twins in manufacturing value chains. In: Procedia CIRP. Vol 98. Elsevier; 2021:229-234.
LibreCat: /record/27141

Asmar L, Grigoryan K, Low CY, Röltgen D, Kühn A, Dumitrescu R. Structuring Framework for Early Validation of Product Ideas. In: International Journal of Integrated Engineering . Vol 13. ; 2021:229-240.
LibreCat: /record/27142

Spath D, Gausemeier J, Dumitrescu R, Winter J, Steglich S, Drewel M. Digitalisation of Society. In: Maier A, Oehmen J, Vermaas PE, eds.  Handbook of Engineering Systems Design. Springer, Cham; 2021:2-27.
LibreCat: /record/27504

Gausemeier J, Bauer W, Dumitrescu R, eds. Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung. Vol Band 400. Heinz Nixdorf Institut, Universität Paderborn; 2021.
LibreCat: /record/27519

Dumitrescu R, Albers A, Gausemeier J, Riedel O, Stark R. Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn; 2021.
LibreCat: /record/23458

Bernijazov R, Dicks A, Dumitrescu R, et al. A Meta-Review on Artiû01cial Intelligence in Product Creation. In: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21). ; 2021.
LibreCat: /record/23779

Koldewey C, Gausemeier J, Dumitrescu R, Evers H-H, Frank M, Reinhold J. Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization. In: Schallmo DR, Tidd J, eds. Digitalization. Management for Professionals. Springer Nature; 2021:205-237. doi:https://doi.org/10.1007/978-3-030-69380-0_12#DOI
LibreCat: /record/22306
DOI: https://doi.org/10.1007/978-3-030-69380-0_12#DOI

Eckertz D, Möller M, Anacker H, Dumitrescu R. Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies. In:  Proceedings of the International Conference on Information and Computer Technologies. ; 2021.
LibreCat: /record/22307

Koldewey C. Systematik zur Entwicklung von Smart Service-Strategien im produzierenden Gewerbe. Vol 399. Paderborn; 2021:4, 217, A-41. doi:10.17619/UNIPB/1-1167
LibreCat: /record/23379
DOI: 10.17619/UNIPB/1-1167

Wiecher C, Fischbach J, Greenyer J, Vogelsang A, Wolff C, Dumitrescu R. Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal. arXiv preprint. 2021.
LibreCat: /record/27058

Menzefricke JS, Wiederkehr I, Koldewey C, Dumitrescu R. Maturity-based Development of Strategic Thrusts for Socio-technical Risks. Procedia CIRP. 2021;104:241-246. doi:10.1016/j.procir.2021.11.041
LibreCat: /record/37404
DOI: 10.1016/j.procir.2021.11.041

Ködding P, Dumitrescu R. Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung. In: Hartmann EA, ed. Digitalisisierung souverän gestalten. Springer Vieweg; 2021:59-73.
LibreCat: /record/21272

Meyer M, Frank M, Massmann M, Dumitrescu R. Research and Consulting in Data-Driven Strategic Product Planning. Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020). 2020.
LibreCat: /record/19864

Meyer M, Frank M, Massmann M, Dumitrescu R. Research and Consulting in Data-Driven Strategic Product Planning. Journal of Systemics, Cybernetics and Informatics. 2020;18(2):55-61.
LibreCat: /record/19866

Ködding P, Reinhold J, Scholtysik M, Dumitrescu R. Consulting via Research in IMPRESS. Journal of Systemics, Cybernetics and Informatics. 2020;18(2):14-19.
LibreCat: /record/21269

Drewel M, Özcan L, Koldewey C, Gausemeier J. Patternbased development of digital platforms. Creativity and Innovation Management. 2020. doi:10.1111/caim.12415
LibreCat: /record/21281
DOI: 10.1111/caim.12415

Pierenkemper C, Gausemeier J. Developing Strategies for Digital Transformation in SMEs with Maturity Models. In: Proceeding of the ISPIM Connects. ; 2020.
LibreCat: /record/21377

Dumitrescu R, Drewel M, Falkowski T. KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung. ZWF, Zeitschrift für wirtschaftliche Fabrikplanung. 2020;(1-2):86-90.
LibreCat: /record/21379

Anacker H, Dumitrescu R, Kharatyan A, Lipsmeier A. Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems. In: Proceedings of the Design Society. ; 2020:1195-1204.
LibreCat: /record/21380

Lipsmeier A, Kühn A, Joppen R, Dumitrescu R. Process for the development of a digital strategy. In: Procedia CIRP. ; 2020:173-178.
LibreCat: /record/21381

Japs S, Kharatyan A, Tekaat J, Kaiser L, Dumitrescu R. Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation. In: Proceedings of the Design Society. ; 2020.
LibreCat: /record/21382

Jürgenhake C, Anacker H, Dumitrescu R. The digital Stadium – From future scenarios to technology and business model development. In: Proceedings of the IEEE. ; 2020.
LibreCat: /record/21383

Röltgen D, Dumitrescu R. Classification of Industrial Augmented Reality Use Cases. In: Procedia CIRP. ; 2020:93-100.
LibreCat: /record/21384

Hobscheidt D, Kühn A, Dumitrescu R. Development of risk-optimized implementation paths for Industry 4.0 based on socio-technical pattern. In: Procedia CIRP. ; 2020:832–837.
LibreCat: /record/21385

Wortmann F, Ellermann K, Kühn A, Dumitrescu R. Ideation for digital platforms based on a companies‘ ecosystem. In: Procedia CIRP. ; 2020:559-564.
LibreCat: /record/21386

Dyck F, Stöcklein J, Eckertz D, Dumitrescu R. Mixed Mock-up – Development of an Interactive Augmented Reality System for Assembly Planning. In: Virtual, Augmented and Mixed Reality. Design and Interaction . ; 2020:37-49.
LibreCat: /record/21387

Bretz L, Koenemann U, Anacker H, Dumitrescu R. A contribution to the design of organizational structures suitable for Systems Engineering. In: Procedia CIRP. ; 2020:101-106.
LibreCat: /record/21388

Hillebrand M, Greinert M, Herzog O, Dumitrescu R. Advanced Monkey Testing for connected autonomous systems. In: Proceedings of the 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE). ; 2020:163-168.
LibreCat: /record/21389

Hillebrand M, Lakhani M, Dumitrescu R. A design methodology for deep reinforcement learning for autonomous Systems. In: Procedia Manufacturing 52. ; 2020:266-271. doi:https://doi.org/10.1016/j.promfg.2020.11.044
LibreCat: /record/21390
DOI: https://doi.org/10.1016/j.promfg.2020.11.044

Reinhart F, von Enzberg S, Kühn A, Dumitrescu R. Machine Learning for Process-X: A Taxonomy. In: Beyerer J, Maier A, Niggemann O, eds. Machine Learning for Cyber Physical Systems. Technologien Für Die Intelligente Automation (Technologies for Intelligent Automation). Vol 11. Springer Vieweg, Berlin, Heidelberg; 2020:25-33.
LibreCat: /record/21391

Henkenjohann M, Joppen R, Köchling D, von Enzberg S, Kühn A, Dumitrescu R. Identification and specification of standard modules in production for a material flow simulation. In: Procedia CIRP. ; 2020.
LibreCat: /record/21392

Grote E-M, Pfeifer S, Röltgen D, Kühn A, Dumitrescu R. Towards defining role models in Advanced Systems Engineering. In: Proceedings of the 2020 IEEE International Symposium on Systems Engineering. ; 2020.
LibreCat: /record/21394

Dumitrescu R, Tschirner C, Bansmann M. Systems Engineering als Grundlage der Gestaltung digitaler Arbeitswelten in der Produktentstehung. In: Maier G, Engels G, Steffen E, eds. Handbuch Gestaltung digitaler und vernetzter Arbeitswelten. Springer-Verlag GmbH; 2020:405-432.
LibreCat: /record/21395

Japs S, Kharatyan A, Kaiser L, Dumitrescu R. CONSENS 3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation. In: Proceedings of the 16th International Design Conference (DESIGN 2020). ; 2020.
LibreCat: /record/21438

Pfeifer S, Seidenberg T, Jürgenhake C, Anacker H, Dumitrescu R. Towards a modular product architecture for electric ferries using Model- Based Systems Engineering. In: Procedia Manufacturing. ; 2020.
LibreCat: /record/21439

Wiecher C, Japs S, Kaiser L, Greenyer J, Wolff C, Dumitrescu R. Scenarios in the Loop: Integrated Requirements  Analysis and Automotive System Validation. In: ACM/IEEE 23rd  International Conference on Model Driven Engineering Languages and Systems  (MODELS ’20 Companion). ; 2020.
LibreCat: /record/21440

Yee J, Low CY, Ong P, et al. Verification of Mathematical Model for Upper Limb Spasticity with Clinical Data. In: IOP Conference Series: Materials Science and Engineering. ; 2020. doi:10.1088/1757-899x/824/1/012013
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DOI: 10.1088/1757-899x/824/1/012013

Bernijazov R, Özcan L, Dumitrescu R, eds. AI Marketplace – The Ecosystem for Artificial Intelligence in Product Creation .; 2020:36-37.
LibreCat: /record/21486

Frank M, Gausemeier J, Hennig-Cardinal von Widdern N, Koldewey C, Menzefricke JS, Reinhold J. A reference process for the Smart Service business: development and practical implications. In: Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM); 2020.
LibreCat: /record/17405

Becker J-K, Joachim K, Koldewey C, Reinhold J, Dumitrescu R. Scaling Digital Business Models: A Case from the Automotive Industry. In: Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis.” ISPIM Innovation Conference; 2020.
LibreCat: /record/17406