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65 Publications
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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C. Bode, S. Goetz, S. Wartzack, Procedia CIRP 129 (2024) 151–156.
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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J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, Procedia CIRP 128 (2024) 268–273.
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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J. Lick, J.-P. Disselkamp, F. Kattenstroth, M. Trienens, R. Rasor, A. Kühn, R. Dumitrescu, Procedia CIRP 128 (2024) 603–608.
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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F. Kattenstroth, J.-P. Disselkamp, J. Lick, R. Dumitrescu, Procedia CIRP 128 (2024) 442–447.
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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J. Beibl, J.-P. Disselkamp, R. Dumitrescu, D. Krause, Procedia CIRP 128 (2024) 204–209.
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.
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J. Lick, J. Weller, J. Brock, S. Pathak, J.-P. Disselkamp, A. Kühn, R. Dumitrescu, Procedia CIRP 130 (2024) 736–742.
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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D. Tissen, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP 122 (2024) 413–418.
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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S. von Enzberg, J. Weller, J. Brock, S. Merkelbach, M. Panzner, J. Lick, A. Kühn, R. Dumitrescu, Procedia CIRP 130 (2024) 1454–1461.
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.
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J. Weller, N. Migenda, S. von Enzberg, M. Kohlhase, W. Schenck, R. Dumitrescu, Procedia CIRP 128 (2024) 424–429.
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.
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S. Hartmann, J. Brock, A. Kühn, R. Dumitrescu, Procedia CIRP 130 (2024) 100–105.
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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M. Schlegel, M. Just, F. Pfaff, I. Wiederkehr, C. Koldewey, C. Kempf, R. Dumitrescu, A. Albers, Procedia CIRP 128 (2024) 555–560.
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.
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D. Tissen, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP 122 (2024) 413–418.
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.
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I. Gräßler, D. Wiechel, S. Rarbach, in: Procedia CIRP, Elsevier BV, 2024, pp. 585–5D.
2024 | Conference Paper | LibreCat-ID: 55186
A Method for Identifying Use Cases in Data-Driven Product Management
T. Fichtler, L.I. Petzke, K. Grigoryan, C. Koldewey, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2024, pp. 539–544.
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T. Fichtler, L.I. Petzke, K. Grigoryan, C. Koldewey, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2024, pp. 539–544.
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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J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, R. Dumitrescu, Procedia CIRP 119 (2023) 514–520.
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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F. Machon, S. Gabriel, B. Latos, C. Holtkötter, B. Lütkehoff, L. Asmar, A. Kühn, R. Dumitrescu, Procedia CIRP 119 (2023) 1017–1022.
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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J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, Procedia CIRP 119 (2023) 602–607.
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.
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D. Wilke, A. Schierbaum, H. Anacker, R. Dumitrescu, Procedia CIRP 119 (2023) 788–793.
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.
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L. Humpert, M. Wäschle, S. Horstmeyer, H. Anacker, R. Dumitrescu, A. Albers, Procedia CIRP 119 (2023) 693–698.
2023 | Journal Article | LibreCat-ID: 47803
A systematic literature review on the Digital Twin of the factory in the context of the product and factory lifecycle
J. Cieply, J.-P. Disselkamp, F. Dyck, W. Alturk, A. Kühn, R. Dumitrescu, Procedia CIRP 119 (2023) 834–840.
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J. Cieply, J.-P. Disselkamp, F. Dyck, W. Alturk, A. Kühn, R. Dumitrescu, Procedia CIRP 119 (2023) 834–840.
2023 | Journal Article | LibreCat-ID: 47801
Development of a modular architecture for complex mechatronic systems
T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, D. Grobbel, R. Dumitrescu, A. Papanikolaou, Procedia CIRP 119 (2023) 1158–1163.
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T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, D. Grobbel, R. Dumitrescu, A. Papanikolaou, Procedia CIRP 119 (2023) 1158–1163.
2023 | Journal Article | LibreCat-ID: 47802
Integrated product and production development - a systematic literature review
J.-P. Disselkamp, J. Cieply, F. Dyck, R. Grothe, H. Anacker, R. Dumitrescu, Procedia CIRP 119 (2023) 716–721.
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J.-P. Disselkamp, J. Cieply, F. Dyck, R. Grothe, H. Anacker, R. Dumitrescu, Procedia CIRP 119 (2023) 716–721.
2023 | Journal Article | LibreCat-ID: 48052
Systematics for an Integrative Modelling of Product and Production System
L. Schäfer, M. Günther, A. Martin, M. Lüpfert, C. Mandel, S. Rapp, G. Lanza, H. Anacker, A. Albers, D. Köchling, Procedia CIRP 118 (2023) 104–109.
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L. Schäfer, M. Günther, A. Martin, M. Lüpfert, C. Mandel, S. Rapp, G. Lanza, H. Anacker, A. Albers, D. Köchling, Procedia CIRP 118 (2023) 104–109.
2023 | Journal Article | LibreCat-ID: 47817
Virtual Assembly for Engineering – A Systematic Literature Review
F. Dyck, H. Anacker, R. Dumitrescu, Procedia CIRP 118 (2023) 912–917.
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F. Dyck, H. Anacker, R. Dumitrescu, Procedia CIRP 118 (2023) 912–917.
2023 | Journal Article | LibreCat-ID: 47854
Integrative conceptualization of products and business models for the circular economy: A systematic literature review
M. Scholtysik, C. Koldewey, M. Rohde, R. Dumitrescu, Procedia CIRP 119 (2023) 841–846.
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M. Scholtysik, C. Koldewey, M. Rohde, R. Dumitrescu, Procedia CIRP 119 (2023) 841–846.
2023 | Conference Paper | LibreCat-ID: 52832
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, in: Procedia CIRP, Elsevier BV, 2023, pp. 514–520.
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J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2023, pp. 514–520.
2023 | Journal Article | LibreCat-ID: 47835
Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases
P. Ködding, K. Ellermann, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023) 740–745.
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P. Ködding, K. Ellermann, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023) 740–745.
2023 | Journal Article | LibreCat-ID: 54567
Future-robust evolution of product portfolios: Need for action from theory and practice
M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu, Procedia CIRP 120 (2023) 792–797.
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M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu, Procedia CIRP 120 (2023) 792–797.
2023 | Journal Article | LibreCat-ID: 54565
Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios
I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, A. Albers, Procedia CIRP 120 (2023) 816–821.
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I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, A. Albers, Procedia CIRP 120 (2023) 816–821.
2023 | Journal Article | LibreCat-ID: 54566
Guidelines for providing digital twins
D. Göllner, S. Dzienus, R. Rasor, H. Anacker, R. Dumitrescu, Procedia CIRP 120 (2023) 1433–1438.
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D. Göllner, S. Dzienus, R. Rasor, H. Anacker, R. Dumitrescu, Procedia CIRP 120 (2023) 1433–1438.
2023 | Conference Paper | LibreCat-ID: 54571
Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development of Models and Methods
M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu, in: A. Liu, S. Kara (Eds.), Procedia CIRP, Elsevier BV, 2023, pp. 764–769.
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M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu, in: A. Liu, S. Kara (Eds.), Procedia CIRP, Elsevier BV, 2023, pp. 764–769.
2023 | Conference Paper | LibreCat-ID: 46493
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, in: Procedia CIRP, Elsevier BV, 2023, pp. 514–520.
LibreCat
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J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2023, pp. 514–520.
2023 | Journal Article | LibreCat-ID: 47420
An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation
C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023) 614–619.
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C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023) 614–619.
2022 | Journal Article | LibreCat-ID: 33707
17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies
M. Meyer, M. Panzner, C. Koldewey, R. Dumitrescu, Procedia CIRP 107 (2022) 1053–1058.
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M. Meyer, M. Panzner, C. Koldewey, R. Dumitrescu, Procedia CIRP 107 (2022) 1053–1058.
2022 | Journal Article | LibreCat-ID: 33715
Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434
S. Japs, F. Kargl, H. Anacker, R. Dumitrescu, Procedia CIRP 109 (2022) 293–298.
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S. Japs, F. Kargl, H. Anacker, R. Dumitrescu, Procedia CIRP 109 (2022) 293–298.
2022 | Journal Article | LibreCat-ID: 33718
Requirements analysis for an intelligent workforce planning system: a socio-technical approach to design AI-based systems
S. Gabriel, D. Bentler, E.-M. Grote, C. Junker, D.M. zu Wendischhoff, M. Bansmann, B. Latos, D. Hobscheidt, A. Kühn, R. Dumitrescu, Procedia CIRP 109 (2022) 431–436.
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S. Gabriel, D. Bentler, E.-M. Grote, C. Junker, D.M. zu Wendischhoff, M. Bansmann, B. Latos, D. Hobscheidt, A. Kühn, R. Dumitrescu, Procedia CIRP 109 (2022) 431–436.
2022 | Journal Article | LibreCat-ID: 33716
Cross-industry methods for strategic planning of the digital transformation of small and medium sized enterprises
M. Förster, C. Kürpick, D. Hobscheidt, A. Kühn, R. Dumitrescu, Procedia CIRP 109 (2022) 322–327.
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M. Förster, C. Kürpick, D. Hobscheidt, A. Kühn, R. Dumitrescu, Procedia CIRP 109 (2022) 322–327.
2022 | Journal Article | LibreCat-ID: 33717
Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering
A. Kharatyan, M. Günther, H. Anacker, S. Japs, R. Dumitrescu, Procedia CIRP 109 (2022) 586–591.
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A. Kharatyan, M. Günther, H. Anacker, S. Japs, R. Dumitrescu, Procedia CIRP 109 (2022) 586–591.
2022 | Journal Article | LibreCat-ID: 33719
Method for direct end customer integration into the agile product development
L. Humpert, B. Röhm, H. Anacker, R. Dumitrescu, R. Anderl, Procedia CIRP 109 (2022) 215–220.
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L. Humpert, B. Röhm, H. Anacker, R. Dumitrescu, R. Anderl, Procedia CIRP 109 (2022) 215–220.
2022 | Journal Article | LibreCat-ID: 33720
Collaborative Modeling of Interoperable Digital Twins in a SoS Context
D. Göllner, R. Rasor, H. Anacker, R. Dumitrescu, Procedia CIRP 107 (2022) 1089–1094.
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D. Göllner, R. Rasor, H. Anacker, R. Dumitrescu, Procedia CIRP 107 (2022) 1089–1094.
2022 | Conference Paper | LibreCat-ID: 33706
Business-to-Analytics Canvas - Translation of Product Planning-Related Business Use Cases into Concrete Data Analytics Tasks
M. Panzner, M. Meyer, S. von Enzberg, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2022, pp. 580–585.
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M. Panzner, M. Meyer, S. von Enzberg, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2022, pp. 580–585.
2022 | Journal Article | LibreCat-ID: 33955
Value Creation Framework and Roles for Smart Services
J. Reinhold, C. Koldewey, R. Dumitrescu, Procedia CIRP 109 (2022) 413–418.
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J. Reinhold, C. Koldewey, R. Dumitrescu, Procedia CIRP 109 (2022) 413–418.
2022 | Conference Paper | LibreCat-ID: 34096
Information Model for Hybrid Prototyping in Design Reviews of Assembly Stations
I. Gräßler, D. Roesmann, S. Hillebrand, J. Pottebaum, in: Procedia CIRP ICME, Elsevier BV, 2022, pp. 489–494.
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| Download (ext.)
I. Gräßler, D. Roesmann, S. Hillebrand, J. Pottebaum, in: Procedia CIRP ICME, Elsevier BV, 2022, pp. 489–494.
2022 | Journal Article | LibreCat-ID: 43157
Influence of the incident angle on the OCT measurement during remote laser beam welding
M. Werner, J. Wagner, F. Ribbeck, S. Hensel, K. Goth, T. Graf, G. Meschut, Procedia CIRP 111 (2022) 513–517.
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M. Werner, J. Wagner, F. Ribbeck, S. Hensel, K. Goth, T. Graf, G. Meschut, Procedia CIRP 111 (2022) 513–517.
2022 | Journal Article | LibreCat-ID: 34654
Microstructure and corrosion properties of PBF-LB produced carbide nanoparticles additivated AlSi10Mg parts
I.M. Kusoglu, P. Vieth, S. Heiland, F. Huber, A. Lüddecke, A.R. Ziefuss, A. Kwade, M. Schmidt, M. Schaper, S. Barcikowski, G. Grundmeier, Procedia CIRP 111 (2022) 10–13.
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I.M. Kusoglu, P. Vieth, S. Heiland, F. Huber, A. Lüddecke, A.R. Ziefuss, A. Kwade, M. Schmidt, M. Schaper, S. Barcikowski, G. Grundmeier, Procedia CIRP 111 (2022) 10–13.
2021 | Conference Paper | LibreCat-ID: 22287
Skill-based worker assignment in a manual assembly line
I. Gräßler, D. Roesmann, C. Cappello, E. Steffen, in: E. Lutters (Ed.), Procedia CIRP Design, Elsevier, 2021, pp. 433–438.
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I. Gräßler, D. Roesmann, C. Cappello, E. Steffen, in: E. Lutters (Ed.), Procedia CIRP Design, Elsevier, 2021, pp. 433–438.
2021 | Conference Paper | LibreCat-ID: 35320
Maturity-based Development of Strategic Thrusts for Socio-technical Risks
J.S. Menzefricke, I. Wiederkehr, C. Koldewey, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2021, pp. 241–246.
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J.S. Menzefricke, I. Wiederkehr, C. Koldewey, R. Dumitrescu, in: Procedia CIRP, Elsevier BV, 2021, pp. 241–246.
2021 | Journal Article | LibreCat-ID: 37404
Maturity-based Development of Strategic Thrusts for Socio-technical Risks
J.S. Menzefricke, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP 104 (2021) 241–246.
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J.S. Menzefricke, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP 104 (2021) 241–246.
2021 | Conference Paper | LibreCat-ID: 24080 |

V-model based development of cyber-physical systems and cyber-physical production systems
I. Gräßler, D. Wiechel, D. Roesmann, H. Thiele, in: Procedia CIRP, 2021, pp. 253–258.
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I. Gräßler, D. Wiechel, D. Roesmann, H. Thiele, in: Procedia CIRP, 2021, pp. 253–258.
2021 | Conference Paper | LibreCat-ID: 24281
Integrating human factors in the model based development of cyber-physical production systems
I. Gräßler, D. Wiechel, D. Roesmann, in: Procedia CIRP, 2021, pp. 518–523.
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I. Gräßler, D. Wiechel, D. Roesmann, in: Procedia CIRP, 2021, pp. 518–523.