Team NoDig - Decision Support for Sustainable Worksites
DOI:
https://doi.org/10.5617/nmi.10536Emneord (Nøkkelord):
RoadAI, machine learning, LightGBM, agglomerative clustering, automated decision supportSammendrag
RoadAI: Reducing emissions in road construction is a competition hosted by the Norwegian Artificial Intelligence Research Consortium (NORA) in collaboration with Skanska, Sintef, and other partners. Data from a Skanska construction site has been given to all participants. This article describes an accurate automatic load and dump cycle detector and a daily report generator that can provide real-time insight into mass movement, idle machines, and machine-specific statistics. The transparency, deployment, and further development of the presented solutions are discussed.
Nedlastinger
Publisert
2023-12-21
Utgave
Seksjon
NMI Challenge
Lisens
Opphavsrett 2023 Nordic Machine Intelligence
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Dette verket er lisensiert under Creative Commons Attribution 4.0 International License.