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The power consumption of each block is characterized through mathematical functions obtained from several measurements and/or simulations.
The indirect methods are based on the use of a database of parameters that include data of typical P V curves of PV systems for different irradiances and temperatures, or on the use of mathematical functions obtained from empirical data to estimate the MPP (Khatib et al. 2010; Jain and Agarwa 2007).
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The damping and transfer functions obtained experimentally are compared to those obtained from the mathematical model and they are found to match very well.
The mathematical function we obtained from the net seems useful in determining the relative importance of single variables related to survival.
As we mentioned above, the ensemble of fuzzy rules and the proposed classification model perform the role of a mathematical function to obtain the system output.
The latter being the so-called repeated-powers function obtained in the mathematical limit p 2 → p 1 (Royston and Sauerbrei 2005).
The proposed Gaussian function generator based on the new approximation function allows to extend its capability of generating any continuous mathematical functions, this feature being obtained by changing the approximation function coefficients.
Keeping this idea, we have approximated the results by matching the bandwidth fluctuation (obtained by regression) using several mathematical functions.
In the example, 22 mathematical functions have been specially designed and 8 easily obtained signal features are used to construct the diagnostic model.
Any number of discrete or continuous mathematical functions can be fitted to impact data to obtain volcanic vulnerability and fragility functions.
The proposed method for obtaining a multitude of continuous mathematical functions is to design a complex computational structure, named function synthesizer circuit that is able to generate these functions approximating them using an original superior-order approximation function.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com