Team NoDig - Decision Support for Sustainable Worksites
DOI:
https://doi.org/10.5617/nmi.10536Keywords:
RoadAI, machine learning, LightGBM, agglomerative clustering, automated decision supportAbstract
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.
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Published
2023-12-21
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NMI Challenge
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Copyright (c) 2023 Nordic Machine Intelligence
This work is licensed under a Creative Commons Attribution 4.0 International License.