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66 Publications


2024 | Conference Paper | LibreCat-ID: 55186
A Method for Identifying Use Cases in Data-Driven Product Management
T. Fichtler, L.I. Kirchberg, K. Grigoryan, C. Koldewey, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2024, pp. 539–544.
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2024 | Journal Article | LibreCat-ID: 58342
On the transferability of nominal surrogate models to uncertainty consideration of clinch joint characteristics
C. Bode, S. Goetz, S. Wartzack, Procedia CIRP 129 (2024) 151–156.
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2024 | Journal Article | LibreCat-ID: 58406
Towards business use cases of process mining in product development and manufacturing: Deriving and classifying 18 application scenarios in industry
J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, Procedia CIRP 128 (2024) 268–273.
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2024 | Journal Article | LibreCat-ID: 58407
Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture
J. Lick, J.-P. Disselkamp, F. Kattenstroth, M. Trienens, R. Rasor, A. Kühn, R. Dumitrescu, Procedia CIRP 128 (2024) 603–608.
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2024 | Journal Article | LibreCat-ID: 58409
Challenges in the implementation of simulation models for the digital factory twin - a systematic literature review
F. Kattenstroth, J.-P. Disselkamp, J. Lick, R. Dumitrescu, Procedia CIRP 128 (2024) 442–447.
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2024 | Journal Article | LibreCat-ID: 58408
Product and production design - Rethinking views on flexibility
J. Beibl, J.-P. Disselkamp, R. Dumitrescu, D. Krause, Procedia CIRP 128 (2024) 204–209.
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2024 | Journal Article | LibreCat-ID: 58415
Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-based Approach With The Help Of A Capability Map
J. Lick, J. Weller, J. Brock, S. Pathak, J.-P. Disselkamp, A. Kühn, R. Dumitrescu, Procedia CIRP 130 (2024) 736–742.
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 54744
Data from start to finish: A System Life Cycle Data Map
D. Tissen, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP 122 (2024) 413–418.
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2024 | Journal Article | LibreCat-ID: 58421
On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions
S. von Enzberg, J. Weller, J. Brock, S. Merkelbach, M. Panzner, J. Lick, A. Kühn, R. Dumitrescu, Procedia CIRP 130 (2024) 1454–1461.
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2024 | Journal Article | LibreCat-ID: 58422
Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories
J. Weller, N. Migenda, S. von Enzberg, M. Kohlhase, W. Schenck, R. Dumitrescu, Procedia CIRP 128 (2024) 424–429.
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 58420
Applying Artificial Intelligence in the Smart Factory: Lessons Learned from real-world use cases
S. Hartmann, J. Brock, A. Kühn, R. Dumitrescu, Procedia CIRP 130 (2024) 100–105.
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 58475
Future Robust Product Portfolio Development: Modelling Innovation Potentials in Product Portfolios
M. Schlegel, M. Just, F. Pfaff, I. Wiederkehr, C. Koldewey, C. Kempf, R. Dumitrescu, A. Albers, Procedia CIRP 128 (2024) 555–560.
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2024 | Journal Article | LibreCat-ID: 58485
A Method for Identifying Use Cases in Data-Driven Product Management
T. Fichtler, L.I. Petzke, K. Grigoryan, C. Koldewey, R. Dumitrescu, Procedia CIRP 122 (2024) 539–544.
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 56165
Data from start to finish: A System Life Cycle Data Map
D. Tissen, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP 122 (2024) 413–418.
LibreCat | DOI
 

2024 | Conference Paper | LibreCat-ID: 57102
Model-based impact analysis in dynamic System of Systems
I. Gräßler, D. Wiechel, S. Rarbach, in: Procedia CIRP, Elsevier BV, 2024, pp. 585–5D.
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 47827
Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics
J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, R. Dumitrescu, Procedia CIRP 119 (2023) 514–520.
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2023 | Journal Article | LibreCat-ID: 47822
Design of individual simulation games in manufacturing companies for game-based learning
F. Machon, S. Gabriel, B. Latos, C. Holtkötter, B. Lütkehoff, L. Asmar, A. Kühn, R. Dumitrescu, Procedia CIRP 119 (2023) 1017–1022.
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2023 | Journal Article | LibreCat-ID: 47824
Process Mining Data Canvas: A method to identify data and process knowledge for data collection and preparation in process mining projects
J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, Procedia CIRP 119 (2023) 602–607.
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2023 | Journal Article | LibreCat-ID: 47826
Targeted-oriented selection of engineering methods
D. Wilke, A. Schierbaum, H. Anacker, R. Dumitrescu, Procedia CIRP 119 (2023) 788–793.
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 48051
Stakeholder-oriented Elaboration of Artificial Intelligence use cases using the example of Special-Purpose engineering
L. Humpert, M. Wäschle, S. Horstmeyer, H. Anacker, R. Dumitrescu, A. Albers, Procedia CIRP 119 (2023) 693–698.
LibreCat | DOI
 

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