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For this purpose, the experimental data of 179 different splice beam tests were used for training, validating and testing of the models.
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For these purposes, the experimental data of α-Fe2O3 nanoparticles have been utilized such that their magnetization results were measured by vibrating sample magnetization (VSM).
In this paper, a semi-empirical dynamic voltage model of HT-PEMFC is developed for controller design purpose via fitting the experimental data and validated with experimental results.
The purpose of collecting the experimental data is to provide a basis for deformation modeling and to discuss the influence of different physical parameters on creep properties.
With purpose of modeling the experimental data, a new correlation was presented where its R-squared was only 0.9918 which is an acceptable error.
However, the theoretical graph in Fig. 5b in combination with the theoretical activation plots in Fig. 3 serve the purpose of identifying the features of the experimental data.
The simulated results have been compared against the experimental data for purposes of validation.
Cellular solid models were the models used for simulation purposes and its results agrees with the experimental data.
Besides, the numerical diffuse fractions, simulating the irradiance reduction due to humidity or dustfall quantity, are tuned in numerical simulations to fit the experimental data for further design purposes.
Once the data are processed to the user's satisfaction, the user is able to generate data maps, tables, figures and movies to provide visual interpretation of the experimental data and use them for publication or presentation purposes.
Additionally, a multilayer perceptron network (MLP) and M5 model tree were fitted to the experimental data for comparison purposes.
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