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Data Publication
Python notebooks underlying the MSc thesis: Unveiling Creep Phenomena and Pillar Stability in Valkenburg Limestone Mines: A Holistic Approach
Nikolaos Antoniadis
4TU.ResearchData
(2024)
The accompanying Python notebooks were developed for the Master’s thesis titled "Unveiling Creep Phenomena and Pillar Stability in Valkenburg Limestone Mines: A Holistic Approach." This research aimed to understand the long-term creep deformation and stability of calcarenite pillars in the Valkenburg limestone mines. In the notebooks, environmental and structural data, such as temperature, precipitation, and pillar dimensions, which were collected via an advanced fibre-optic monitoring system are taken into account. In the notebooks, LSTM and ARIMA models are implemented to capture the complex, non-linear interactions between the examined factors and the pillar behaviour over time. Additionally, a separate notebook contains calculations for correlation analysis and safety factors calculations, contributing to a detailed assessment of the conditions impacting pillar stability.
Keywords
Originally assigned keywords
Corresponding MSL vocabulary keywords
MSL enriched keywords
MSL enriched sub domains i
Source publisher
4TU.ResearchData
DOI
10.4121/f44790eb-f97d-4f7c-964e-3ed2fb3d3062.v1
Authors
Nikolaos Antoniadis
Contributers
TU Delft, Faculty of Civil Engineering and Geosciences
Other
References
References
Citiation
Antoniadis, N. (2024). Python notebooks underlying the MSc thesis: Unveiling Creep Phenomena and Pillar Stability in Valkenburg Limestone Mines: A Holistic Approach (Version 1) [Data set]. 4TU.ResearchData. https://doi.org/10.4121/F44790EB-F97D-4F7C-964E-3ED2FB3D3062.V1
Geo location(s)
Valkenburg, Limburg Province, The Netherlands