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| Title: | Methodology for ANN-based design of jacket-type support structures of offshore wind turbines | Authors: | Quevedo-Reina, Román Aznárez, Juan José Álamo, Guillermo |
Issue Date: | 2025 | Publisher: | Zenodo | Description: | <p>This repository contains the methodology developed in Chapter 6 of the PhD Thesis "Implementation of ANN-based models to assist in the analysis and design of jacket foundations structures for offshore wind turbines" by Román Quevedo Reina.<br>(https://accedacris.ulpgc.es/handle/10553/132728)</p> <div><strong>Instructions for Use:</strong></div> <div> </div> <div>To use this repository, you must include the following files:</div> <ul> <li>from repository with DOI: 10.5281/zenodo.15166283. <ul> <li>model.mat</li> <li>class_model_regression.m</li> </ul> </li> <li>from repository with DOI: 10.5281/zenodo.17455085 <ul> <li>dataset_train.mat</li> </ul> </li> </ul> <div> </div> <div> </div> <div> </div> <div><strong>Contents:</strong></div> <ul> <li>main.m – Main script for executing the methodology.</li> <li>retrainnet.m – Function for retraining the artificial neural networks.</li> <li>Mass_fun.m – Function for evaluating the mass of the jacket structure and its partial derivatives with respect to design variables.</li> <li>evaluar_der.m – Function for evaluating the predictions of the artificial neural networks and their partial derivatives with respect to input variables.</li> <li>evaluar_dataset.p – Compact version of the simplified structural model used for evaluating jacket feasibility.</li> </ul> |
URI: | https://accedacris.ulpgc.es/jspui/handle/10553/152316 | Other Identifiers: | https://doi.org/10.5281/zenodo.15365055 oai:zenodo.org:15365055 |
Rights: | info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode |
| Appears in Collections: | Datasets ULPGC |
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