Integrated Development 4.0 (iDev4.0)

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Digitization of development processes, industrial internet, systems of systems, cyber physical systems, manufacturing

Description of the project

The objective of the iDev40 project is to achieve a disruptive or "breakthrough change" step toward speedup in time to market by digitalising the European industry, closely interlinking development processes, logistics and manufacturing.

In iDev40, Sirris contributes to the realization of a data-driven methodology for:

  • the enrichment of the available machine data using external sources with weather info, road slope, road condition, etc. 

  • the extraction of status/health indicators and quantification of system behaviour

Belgian consortium partners

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Project details

Start date: 01/05/2018

End date: 30/04/2021

Project publications

  • Sirris presented a paper on  ‘An unsupervised methodology for online drift detection in multivariate industrial datasets’ at the ICDM Workshop on Continual Learning and Adaptation for Time Evolving Data (virtual conference), November 17th, 2020.
    A preprint of the paper is available here. The published version is available in IEEE Xplore and can be cited as:
    S. Klein and M. Verbeke, "An unsupervised methodology for online drift detection in multivariate industrial datasets," 2020 International Conference on Data Mining Workshops (ICDMW), Sorrento, Italy, 2020, pp. 392-399, doi: 10.1109/ICDMW51313.2020.00061.

With the financial support of

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Further information

Here