{"department":[{"_id":"676"}],"_id":"27103","publication":"Proceedings of the CIRP DESIGN","type":"conference","citation":{"short":"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.","ieee":"M. Massmann <i>et al.</i>, “Significance and Challenges of Data-driven Product Generation and Retrofit Planning,” 2019.","mla":"Massmann, Melina, et al. “Significance and Challenges of Data-Driven Product Generation and Retrofit Planning.” <i>Proceedings of the CIRP DESIGN</i>, Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP), 2019.","apa":"Massmann, M., Meyer, M., Dumitrescu, R., von Enzberg, S., Frank, M., Koldewey, C., Kühn, A., &#38; Reinhold, J. (2019). Significance and Challenges of Data-driven Product Generation and Retrofit Planning. <i>Proceedings of the CIRP DESIGN</i>.","bibtex":"@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} }","ama":"Massmann M, Meyer M, Dumitrescu R, et al. Significance and Challenges of Data-driven Product Generation and Retrofit Planning. In: <i>Proceedings of the CIRP DESIGN</i>. Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP); 2019.","chicago":"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 <i>Proceedings of the CIRP DESIGN</i>. Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP), 2019."},"author":[{"full_name":"Massmann, Melina","first_name":"Melina","last_name":"Massmann"},{"full_name":"Meyer, Maurice","id":"77201","last_name":"Meyer","orcid":"0000-0003-0606-7321","first_name":"Maurice"},{"full_name":"Dumitrescu, Roman","id":"16190","last_name":"Dumitrescu","first_name":"Roman"},{"full_name":"von Enzberg, Sebastian","first_name":"Sebastian","last_name":"von Enzberg"},{"first_name":"Maximilian","last_name":"Frank","id":"38255","full_name":"Frank, Maximilian"},{"last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","full_name":"Koldewey, Christian","id":"43136"},{"last_name":"Kühn","first_name":"Arno","full_name":"Kühn, Arno"},{"first_name":"Jannik","last_name":"Reinhold","id":"33669","full_name":"Reinhold, Jannik"}],"publisher":"Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP)","title":"Significance and Challenges of Data-driven Product Generation and Retrofit Planning","user_id":"21240","language":[{"iso":"eng"}],"abstract":[{"text":"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.\r\n","lang":"eng"}],"date_created":"2021-11-03T11:07:06Z","status":"public","date_updated":"2022-01-06T06:57:34Z","year":"2019"}