Published October 27, 2025
| Version v1
Dataset
Open
Dataset generated in "ANN-based surrogate model for the structural evaluation of jacket support structures for offshore wind turbines"
Authors/Creators
-
1.
Universidad de Las Palmas de Gran Canaria
Description
This repository contains the train and test datasets used in the following scientific articles:
- "ANN-based surrogate model for the structural evaluation of jacket support structures for offshore wind turbines" by Román Quevedo-Reina, Guillermo M. Álamo, Juan J. Aznárez
(https://doi.org/10.1016/j.oceaneng.2024.119984) - "Feasibility analysis of jacket support structures for offshore wind turbines employing a regression-based artificial neural network model" by Román Quevedo-Reina, Guillermo M. Álamo, Juan J. Aznárez
(https://doi.org/10.1016/j.compstruc.2025.108004)
This dataset was used to train the artifficial neural networks described in the papers above and available at:
- https://doi.org/10.5281/zenodo.15132439
- https://doi.org/10.5281/zenodo.15166283
Notes
The datasets are available in two formats: ".mat" (MATLAB file) and ".csv" (comma-separated values).
The table contains the following details:
- Each row represents a single sample.
- The matrix has 105 columns, corresponding to the 74 input variables and 31 outputs of the structural model, all of them described in the cited scientific article.
Files
dataset_test.csv
Additional details
Related works
- Is described by
- Journal article: 10.1016/j.oceaneng.2024.119984 (DOI)
- Is referenced by
- Journal article: 10.1016/j.compstruc.2025.108004 (DOI)
Funding
- Agencia Estatal de Investigación
- Design of offshore wind turbine supports including advanced models of dynamic soil-structure interaction and seismic action using neural nets (PID2020-120102RB-I00) MCIN/ AEI/ 10.13039/501100011033
- Ministerio de Universidades
- FPU research fellowship (FPU19/04170)