dc.contributor.author | Ali, Haytham | |
dc.contributor.author | Helgesen, Fredrik | |
dc.contributor.author | Falk, Kristin | |
dc.date.accessioned | 2021-09-30T12:12:19Z | |
dc.date.available | 2021-09-30T12:12:19Z | |
dc.date.created | 2021-09-22T21:25:41Z | |
dc.date.issued | 2021 | |
dc.identifier.citation | Ali, H. B., Helgesen, F. H. & Falk, K. (2021). Unlocking the power of big data within the early design phase of the new product development process. INCOSE International Symposium, 31(1), 434-452. | en_US |
dc.identifier.issn | 2334-5837 | |
dc.identifier.uri | https://hdl.handle.net/11250/2786649 | |
dc.description.abstract | This study investigates how to exploit big data to increase knowledge in the early design phase within new product development through an industrial application. There are limited research and a scarcity of empirical studies that show the use of big data within new product development in manufacturing industries. Shorter design cycle demand, rapid decision-making, and the need for data-driven methodology are evident. An increase of knowledge through big data analytics, closing the loop with a knowledge base, has become a critical success criterion within the various industries.
This paper reviews the state-of-the-art in academic literature and investigates a case company. The case uncovered a gap of limited feedback into the early design phase. We developed a generic agile approach to extract value through analyzing big data. To fill in the identified gap, we tested our approach on a sample of big data, including both internal and external user data. Positive feedback from a survey complemented by interviews indicates that our method can aid decision-making within the early design phase by acquiring a more data-driven methodology. | en_US |
dc.language.iso | eng | en_US |
dc.title | Unlocking the power of big data within the early design phase of the new product development process | en_US |
dc.type | Peer reviewed | en_US |
dc.type | Journal article | en_US |
dc.description.version | publishedVersion | en_US |
dc.rights.holder | © 2021 by Haytham Ali, Fredrik Helgesen and Kristin Falk. | en_US |
dc.source.pagenumber | 434-452 | en_US |
dc.source.volume | 31 | en_US |
dc.source.journal | INCOSE International Symposium | en_US |
dc.source.issue | 1 | en_US |
dc.identifier.doi | https://doi.org/10.1002/j.2334-5837.2021.00846.x | |
dc.identifier.cristin | 1937366 | |
cristin.ispublished | true | |
cristin.fulltext | original | |
cristin.qualitycode | 1 | |