Significance and Challenges of Data-driven Product Generation and Retrofit Planning
M. Massmann, M. Meyer, R. Dumitrescu, S. von Enzberg, M. Frank, C. Koldewey, A. Kühn, J. Reinhold, in: Proceedings of the CIRP DESIGN, Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP), 2019.
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Author
Massmann, Melina;
Meyer, MauriceLibreCat 
;
Dumitrescu, RomanLibreCat;
von Enzberg, Sebastian;
Frank, MaximilianLibreCat;
Koldewey, ChristianLibreCat ;
Kühn, Arno;
Reinhold, JannikLibreCat
;
Dumitrescu, RomanLibreCat;
von Enzberg, Sebastian;
Frank, MaximilianLibreCat;
Koldewey, ChristianLibreCat ;
Kühn, Arno;
Reinhold, JannikLibreCatAbstract
One of the notable drivers of the fourth industrial revolution is the collection of vast amounts of data along the entire lifecycle of a product. The analysis of product lifecycle data in conjunction with product hypotheses leads to promising potentials in strategic product planning. In this thesis paper, we postulate the need for data-driven product generation and retrofit planning as an interdisciplinary field of research. We define and analyze the key concepts and derive requirements in a structured way. Based on an exhaustive research of existing approaches, we structure open research questions and propose a roadmap in order to shape future research efforts.
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Proceedings of the CIRP DESIGN
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Massmann M, Meyer M, Dumitrescu R, et al. Significance and Challenges of Data-driven Product Generation and Retrofit Planning. In: Proceedings of the CIRP DESIGN. Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP); 2019.
Massmann, M., Meyer, M., Dumitrescu, R., von Enzberg, S., Frank, M., Koldewey, C., Kühn, A., & Reinhold, J. (2019). Significance and Challenges of Data-driven Product Generation and Retrofit Planning. Proceedings of the CIRP DESIGN.
@inproceedings{Massmann_Meyer_Dumitrescu_von Enzberg_Frank_Koldewey_Kühn_Reinhold_2019, title={Significance and Challenges of Data-driven Product Generation and Retrofit Planning}, booktitle={Proceedings of the CIRP DESIGN}, publisher={Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP)}, author={Massmann, Melina and Meyer, Maurice and Dumitrescu, Roman and von Enzberg, Sebastian and Frank, Maximilian and Koldewey, Christian and Kühn, Arno and Reinhold, Jannik}, year={2019} }
Massmann, Melina, Maurice Meyer, Roman Dumitrescu, Sebastian von Enzberg, Maximilian Frank, Christian Koldewey, Arno Kühn, and Jannik Reinhold. “Significance and Challenges of Data-Driven Product Generation and Retrofit Planning.” In Proceedings of the CIRP DESIGN. Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP), 2019.
M. Massmann et al., “Significance and Challenges of Data-driven Product Generation and Retrofit Planning,” 2019.
Massmann, Melina, et al. “Significance and Challenges of Data-Driven Product Generation and Retrofit Planning.” Proceedings of the CIRP DESIGN, Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP), 2019.
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