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For the model, the inputs are the operating voltage and volume percentage of H2, CO2, and H2O, while the output is the performance (current) of SOEC.
To efficiency measure in real-life applications of data envelopment analysis (DEA) model, the inputs and outputs data are sometimes imprecise, and we need to use the weight restrictions in order to incorporate management's views.
For the solar flare forecasting model, the sunspot area, the sunspot magnetic class, and the McIntosh class of sunspot group and 10 cm solar radio flux are chosen as inputs; for the solar proton event forecasting model, the inputs include the longitude of active regions, the flux of soft X-ray, and those for the solar flare forecasting model.
In this present paper, we model the inputs as pulsatile signals of different characteristics.
Also in the study model, the inputs do not transform into the outputs directly.
In the conventional DEA model, the inputs and outputs are known exactly, and the constraint condition consists of the evaluated DMUs.
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The objective is to systemically model the input uncertainties and quantify the confidence in the output of hemodynamic simulations.
In the model, the input of the system is U (t) which is the displacement of the massless arm.
In other words, the trained model is too complex to model the input so that the generalization ability becomes worse.
In the first stage of the model, the input signals to the left and right ears are filtered with a bank of band-pass filters [26].
The model, the input parameters, and the simulation technique are described below.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com