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In order to reduce the amount of calculation, response surface method is employed, and second-order polynomial with cross terms is used to construct the model.
The superiority of GRNN inverse model lays in fewer input variables requirement, faster training process and prompt calculation response, which makes it suitable for online training and real-time control.
The high correlation values for the existing data refers to high levels of proportionality of IVE model calculations with field data collections and indicates that the function of this model is appropriate for the conditions stated in the changes, and present a proper calculation response against changes.
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Only response pairs were used for the calculation; responses only to the current or desired question were excluded, and responses where the indicated desired level was lower than the current level were also excluded.
For this calculation, responses to step current injections of all amplitudes were combined and treated as one long recording (similar to that shown in Figure 1H, but for step, rather than cosine injections).
In performing these calculations, responses were combined across stimuli having the smaller disparity on the left and the right.
The proposed approach exhibits the advantages of reduced online calculation, fast response, high accuracy, and disturbance compensation.
A Supelco 37 component FAME mix (Sigma-Aldrich) was used as standard for peak identification and calculation of response factors for different fatty acids.
The influences of many participating precursors and cofactors on lysine synthesis flux were also investigated through the calculation of response coefficients for individual parameters.
A new approach for the calculation of response spectral density for a linear stationary random multidegree of freedom system is presented.
These cases include experimental design of concrete corrosion by sulfuric acid, structural damage detection, calculation of response spectrum for stochastic pedestrian loads and reliability calculation of foundation pit and compartment fire.
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