@inproceedings{63540,
  author       = {{Könemann, Ulf and Niemeyer, Marcel and Schierbaum, Anja and Dumitrescu, Roman}},
  booktitle    = {{Procedia CIRP}},
  issn         = {{2212-8271}},
  pages        = {{765--770}},
  publisher    = {{Elsevier BV}},
  title        = {{{A serious game to introduce Systems Engineering in interdisciplinary teams}}},
  doi          = {{10.1016/j.procir.2025.02.195}},
  volume       = {{134}},
  year         = {{2025}},
}

@inproceedings{63548,
  author       = {{Grigoryan, Khoren and Martin, Lucas and Lamarz, Jessica and Fichtler, Timm and Hohn, Bennett and Asmar, Laban and Kühn, Arno and Dumitrescu, Roman}},
  booktitle    = {{Procedia CIRP}},
  issn         = {{2212-8271}},
  pages        = {{838--843}},
  publisher    = {{Elsevier BV}},
  title        = {{{Product Management: Tasks, Roles, and the Importance of Data}}},
  doi          = {{10.1016/j.procir.2025.08.143}},
  volume       = {{136}},
  year         = {{2025}},
}

@inproceedings{61103,
  abstract     = {{Verification planning for engineering complex systems lacks a systematic procedure for creating test scenarios. Test scenarios can be generated by combining test cases, or by integrating test cases into pre-specified scenarios. Based on a systematic literature analysis a method is developed to simplify verification planning by creating new test scenarios and enriching existing ones. To assist the V&V engineer in planning test scenarios, a catalogue of combination premises is created to support the method. The method is evaluated in the development of a platform for emergency management. Evaluation proves that the method makes modelling of test scenarios more efficient.}},
  author       = {{Gräßler, Iris and Ebel, Marcel and Pottebaum, Jens}},
  booktitle    = {{Procedia CIRP}},
  issn         = {{2212-8271}},
  keywords     = {{Systems Engineering, test scenario creation, verification, customer involvement}},
  location     = {{Patras, Greece}},
  pages        = {{213--218}},
  publisher    = {{Elsevier BV}},
  title        = {{{Method for systematic creation of test scenarios for early customer involvement}}},
  doi          = {{https://doi.org/10.1016/j.procir.2025.08.038}},
  volume       = {{136}},
  year         = {{2025}},
}

@inproceedings{61986,
  author       = {{Rasor, Anja and Vehmeyer, Julia Marie and Kirchberg, Lisa and Scholtysik, Michel and Koldewey, Christian and Dumitrescu, Roman}},
  booktitle    = {{Procedia CIRP}},
  issn         = {{2212-8271}},
  pages        = {{972--977}},
  publisher    = {{Elsevier BV}},
  title        = {{{Key performance indicator system for evaluating the circular economy along the value chain}}},
  doi          = {{10.1016/j.procir.2025.01.084}},
  volume       = {{135}},
  year         = {{2025}},
}

@article{58406,
  author       = {{Brock, Jonathan and Enzberg, Sebastian von and Kühn, Arno and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{268--273}},
  publisher    = {{Elsevier BV}},
  title        = {{{Towards business use cases of process mining in product development and manufacturing: Deriving and classifying 18 application scenarios in industry}}},
  doi          = {{10.1016/j.procir.2024.06.022}},
  volume       = {{128}},
  year         = {{2024}},
}

@article{58407,
  author       = {{Lick, Jonas and Disselkamp, Jan-Philipp and Kattenstroth, Fiona and Trienens, Malte and Rasor, Rik and Kühn, Arno and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{603--608}},
  publisher    = {{Elsevier BV}},
  title        = {{{Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture}}},
  doi          = {{10.1016/j.procir.2024.03.038}},
  volume       = {{128}},
  year         = {{2024}},
}

@article{58409,
  author       = {{Kattenstroth, Fiona and Disselkamp, Jan-Philipp and Lick, Jonas and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{442--447}},
  publisher    = {{Elsevier BV}},
  title        = {{{Challenges in the implementation of simulation models for the digital factory twin - a systematic literature review}}},
  doi          = {{10.1016/j.procir.2024.07.052}},
  volume       = {{128}},
  year         = {{2024}},
}

@article{58408,
  author       = {{Beibl, Julia and Disselkamp, Jan-Philipp and Dumitrescu, Roman and Krause, Dieter}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{204--209}},
  publisher    = {{Elsevier BV}},
  title        = {{{Product and production design - Rethinking views on flexibility}}},
  doi          = {{10.1016/j.procir.2024.03.010}},
  volume       = {{128}},
  year         = {{2024}},
}

@article{58415,
  author       = {{Lick, Jonas and Weller, Julian and Brock, Jonathan and Pathak, Shantanu and Disselkamp, Jan-Philipp and Kühn, Arno and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{736--742}},
  publisher    = {{Elsevier BV}},
  title        = {{{Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-based Approach With The Help Of A Capability Map}}},
  doi          = {{10.1016/j.procir.2024.10.157}},
  volume       = {{130}},
  year         = {{2024}},
}

@article{54744,
  author       = {{Tissen, Denis and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{413--418}},
  publisher    = {{Elsevier BV}},
  title        = {{{Data from start to finish: A System Life Cycle Data Map}}},
  doi          = {{10.1016/j.procir.2024.01.060}},
  volume       = {{122}},
  year         = {{2024}},
}

@article{58421,
  author       = {{von Enzberg, Sebastian and Weller, Julian and Brock, Jonathan and Merkelbach, Silke and Panzner, Melina and Lick, Jonas and Kühn, Arno and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{1454--1461}},
  publisher    = {{Elsevier BV}},
  title        = {{{On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions}}},
  doi          = {{10.1016/j.procir.2024.10.266}},
  volume       = {{130}},
  year         = {{2024}},
}

@article{58422,
  author       = {{Weller, Julian and Migenda, Nico and Enzberg, Sebastian von and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{424--429}},
  publisher    = {{Elsevier BV}},
  title        = {{{Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories}}},
  doi          = {{10.1016/j.procir.2024.03.022}},
  volume       = {{128}},
  year         = {{2024}},
}

@article{58420,
  author       = {{Hartmann, Stefan and Brock, Jonathan and Kühn, Arno and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{100--105}},
  publisher    = {{Elsevier BV}},
  title        = {{{Applying Artificial Intelligence in the Smart Factory: Lessons Learned from real-world use cases}}},
  doi          = {{10.1016/j.procir.2024.10.062}},
  volume       = {{130}},
  year         = {{2024}},
}

@article{58475,
  author       = {{Schlegel, Michael and Just, Markus and Pfaff, Felix and Wiederkehr, Ingrid and Koldewey, Christian and Kempf, Christoph and Dumitrescu, Roman and Albers, Albert}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{555--560}},
  publisher    = {{Elsevier BV}},
  title        = {{{Future Robust Product Portfolio Development: Modelling Innovation Potentials in Product Portfolios}}},
  doi          = {{10.1016/j.procir.2024.03.036}},
  volume       = {{128}},
  year         = {{2024}},
}

@article{58342,
  author       = {{Bode, Christoph and Goetz, Stefan and Wartzack, Sandro}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{151--156}},
  publisher    = {{Elsevier BV}},
  title        = {{{On the transferability of nominal surrogate models to uncertainty consideration of clinch joint characteristics}}},
  doi          = {{10.1016/j.procir.2024.10.027}},
  volume       = {{129}},
  year         = {{2024}},
}

@article{56165,
  author       = {{Tissen, Denis and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  pages        = {{413--418}},
  publisher    = {{Elsevier BV}},
  title        = {{{Data from start to finish: A System Life Cycle Data Map}}},
  doi          = {{10.1016/j.procir.2024.01.060}},
  volume       = {{122}},
  year         = {{2024}},
}

@inproceedings{55186,
  author       = {{Fichtler, Timm and Petzke, Lisa Irene and Grigoryan, Khoren and Koldewey, C. and Dumitrescu, Roman}},
  booktitle    = {{Procedia CIRP}},
  issn         = {{2212-8271}},
  pages        = {{539--544}},
  publisher    = {{Elsevier BV}},
  title        = {{{A Method for Identifying Use Cases in Data-Driven Product Management}}},
  doi          = {{10.1016/j.procir.2024.01.079}},
  volume       = {{122}},
  year         = {{2024}},
}

@inproceedings{57102,
  author       = {{Gräßler, Iris and Wiechel, Dominik and Rarbach, Sven}},
  booktitle    = {{Procedia CIRP}},
  issn         = {{2212-8271}},
  location     = {{Cranfield, UK}},
  pages        = {{585--5D}},
  publisher    = {{Elsevier BV}},
  title        = {{{Model-based impact analysis in dynamic System of Systems}}},
  doi          = {{10.1016/j.procir.2024.06.032}},
  volume       = {{128}},
  year         = {{2024}},
}

@article{47827,
  author       = {{Weller, Julian and Roesmann, Daniel and Eggert, Sönke and von Enzberg, Sebastian and Gräßler, Iris and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  keywords     = {{General Medicine}},
  pages        = {{514--520}},
  publisher    = {{Elsevier BV}},
  title        = {{{Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics}}},
  doi          = {{10.1016/j.procir.2023.01.011}},
  volume       = {{119}},
  year         = {{2023}},
}

@article{47822,
  author       = {{Machon, Fabian and Gabriel, Stefan and Latos, Benedikt and Holtkötter, Christoph and Lütkehoff, Ben and Asmar, Laban and Kühn, Arno and Dumitrescu, Roman}},
  issn         = {{2212-8271}},
  journal      = {{Procedia CIRP}},
  keywords     = {{General Medicine}},
  pages        = {{1017--1022}},
  publisher    = {{Elsevier BV}},
  title        = {{{Design of individual simulation games in manufacturing companies for game-based learning}}},
  doi          = {{10.1016/j.procir.2023.03.145}},
  volume       = {{119}},
  year         = {{2023}},
}