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Eventually, the ANN outputs were compared with results obtained from the previous empirical correlation and experimental data.
The inventory data from 1982 were used as the initial input data, and seven-year simulated outputs were compared with the observational data for each year.
The tests were performed for the direction of 225° between 5 m/s and 25.2 m/s and the outputs were compared with reference velocities.
Then the outputs were compared with the modified design by doubling the diameter of the rotor and the length and radius of the blades.
When the HSM outputs were compared with current distribution of the species, this area represented 39% of the potential habitat (33% of low, 39% of the middle, and 47% of high quality areas).
The model outputs were compared with GMDA land demand as proposed for 2025 whereby the land demand as produced by MC was found to best match the projected demand.
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The outputs are compared with a scheme having the model delay error of 10%.
The model outputs are compared with actual measured data for different unit loads.
The final waveform is verified from a generated VHDL test bench whose outputs are compared with predetermined golden outputs.
To evaluate the performance of these models, their outputs are compared with corresponding experimental data in terms of statistical criteria.
The experimental data and ANN-calculated outputs are compared with ANN model and shows a good performance in the prediction of the experimental data (Fig. 11a).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com