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The absolute error reaches 0.12 and the relative error 30%.
During high solar activities in 1999, the error reaches 1 mm/yr.
ANN is iterated several times in such way till the error reaches a minimum value.
The maximal error reaches up to 50%% of installed capacity of the wind farm.
If the tracking error reaches the given value, then the iteration process is stopped.
This process continues until the prediction error reaches to a suitable value.
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Figure 2 Convergence characteristics of the VPNMN and NLMS algorithms for the lowest steady-state error reached by the NLMS algorithm.
The total time of learning is 200 epochs of 76 iterations each and the Mean Squared Error reached is below 1.25%.
The smallest error we collected from GPS was 5 m, while the largest error reached 400 m, which is nearly the length of three blocks downtown.
The parameter optimization may apply a proper difference evolution algorithm (EA), supplied with sufficient random mutations to prevent a parameter adjustment convergence before a desired error reaching [9].
On such heating periods, the overall mean relative error reached is of 2%% for the COP and the maximum temperature error over the height of the tank is less than 1°C.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com