A Smart Winter Road Maintenance Platform to Balance Monitoring Accuracy and Cost

2023 IEEE 39th International Conference on Data Engineering Workshops (ICDEW 2023): Proceedings 2023
Jānis Grabis, Lauma Jokste

The winter road maintenance service is one of the key municipal services. It is characterized by the use of variety of sensing data and their intelligent processing. However, the sensing infrastructure requires significant investments and there is a need to balance data requirements to ensure accurate road maintenance decisions and sensing infrastructure cost. The paper proposes a model to evaluate the accuracy of prediction of road conditions depending on data availability and to cross-examine the accuracy gains with respect to data acquisition costs. The implementation of model is supported by a smart winter road maintenance platform, and the design of this platform is also outlined in the paper.

Atslēgas vārdi
sensing infrastructure | smart system | winter road maintenance
DOI
10.1109/ICDEW58674.2023.00033
Hipersaite
https://ieeexplore.ieee.org/document/10148141

Grabis, J., Jokste, L. A Smart Winter Road Maintenance Platform to Balance Monitoring Accuracy and Cost. No: 2023 IEEE 39th International Conference on Data Engineering Workshops (ICDEW 2023): Proceedings, Amerikas savienotās valstis, Ahaheim, 3.-7. aprīlis, 2023. Piscataway: IEEE, 2023, 178.-183.lpp. ISBN 979-8-3503-2245-3. e-ISBN 979-8-3503-2244-6. ISSN 1943-2895. e-ISSN 2473-3490. Pieejams: doi:10.1109/ICDEW58674.2023.00033

Publikācijas valoda
English (en)