Challenges for data-driven design in early physical product design: A scientific and industrial perspective
Article dans une revue avec comité de lecture
Date
2023-02Journal
Computers in IndustryAbstract
With the rapid development of digital technologies, complex products are becoming
more connected. Alongside, the usage of data in the product development process
keeps on increasing. Data is an essential means of monitoring the behaviour of the
products and their users for optimisation purposes. It is in the digital sector that data is
already commonly used to identify new opportunities, to support decision-making and
to reduce development time. To replicate this process with physical products, novel
design approaches based on data are emerging. Designers need to anticipate from the
early stages of product design the right data to capture and analyse. However,
research is still in its infancy and faces numerous challenges. Thus, the question
addressed in this article is: “what are the challenges of data-driven design research in
the early phases of the physical product development process?” A workshop involving
10 researchers was held to answer this question. In addition, a campaign of 12
interviews with connected products manufacturers completed this research. Through a
literature review, the workshop and the campaign of interviews, this article synthesizes
both a scientific and an industrial outlook on the challenges of data driven design. It
offers a first glimpse of future research leads.
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