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Table 4 shows the average correction rate with increment update samples.
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Therefore, the simulated fault scenarios which reflect various stability patterns of all the generators are collected accumulatively to update sample database in the proposed framework, resulting in an intensive computation burden of the standalone ANN training.
In other words, one uses the frequencies to update sampling probability of step 5, thus deviating from an equal probability sampling.
The projected display, called Live Query, shows updated samples of what people around the world are typing into Google's search engine.
That enables the on-line training for the huge bulk of updated samples.
From (28), it follows that the updated samples are obtained by generating Gaussian samples with mean and variance.
It is obviously not acceptable for continually updated samples production application, such as the technique architecture presented in Fig. 6.
One may stop the iterations of the CoSaMP algorithm if the norm of updated samples is sufficiently small or the iteration counter reaches a predetermined value.
The RMSEP values were then calculated for each component using the developed model with different numbers of the added updating samples.
For online operation, the model should be adjusted with the updated samples at each time stamp, so that it can reflect the latest changes of wind resource, turbines and other elements.
The proposed model can automatically find the new clustering center with the updated sample data, and outperforms several algorithms in data processing for the OWS.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com