Training and testing dataset for Machine Learning models from experimental data from 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.11235652
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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 10.5281/zenodo.11195748. 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 10.5281/zenodo.11195748.
**Machine learning**
The X_train.csv, Y_train.csv, X_test.csv and Y_test.csv are files used to train the models and to test them. X files contain DNI, mass flow, inlet temperature, IAM and humidity. Y files contains the output powers. Data are normalised between 0 and 1 while zero values have been removed.
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Zenodo创建时间：
2024-05-21
