Training and testing datasets for Machine Learning models from experimental data of a Linear Fresnel Reflector in Cyprus
收藏Zenodo2024-09-27 更新2026-05-26 收录
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https://zenodo.org/doi/10.5281/zenodo.11235651
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资源简介：
**Experimental data set**
ML_dataset.csv file contains the experimental data for 50+ days of operation. This is an epurated version of https://doi.org/10.5281/zenodo.11231889. Only full days of experiments have been kept and the tracking mode state has been added, meaning if the primary field was tracking or not. When reflectometry measurements where done, the tracking was stopped. These are the two changes compared to https://doi.org/10.5281/zenodo.11231889.
**Machine learning**
The X_train.csv, Y_train.csv, X_test.csv and Y_test.csv are files used for training and testing the prediction models. X files contain DNI, Ambient temperature, Inlet temperature and IAM, where data are normalised between 0 and 1. Y files contains the output powers.
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Zenodo创建时间：
2024-05-21
