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Massmann, Melina;Meyer, Maurice;Dumitrescu, Roman;von Enzberg, Sebastian;Frank, Maximilian;Koldewey, Christian;Kühn, Arno;Reinhold, Jannik:

Significance and Challenges of Data-driven Product Generation and Retrofit Planning.

In: Proceedings of the CIRP DESIGN, Mai 2019 (CIRP) Center for international research in production, Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP)

Abstract

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.

Bibtex

@inproceedings{hniid=9885,
author = {Massmann, Melina and Meyer, Maurice and Dumitrescu, Roman and von Enzberg, Sebastian and Frank, Maximilian and Koldewey, Christian and K{\"u}hn, Arno and Reinhold, Jannik},
title = {Significance and Challenges of Data-driven Product Generation and Retrofit Planning},
booktitle = {Proceedings of the CIRP DESIGN},
organization = {(CIRP) Center for international research in production},
publisher = {Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP)},
month = may,
year = {2019},
}

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https://www.hni.uni-paderborn.de/pub/9885