Download E-books Identification of Parametric Models: from Experimental Data (Communications and Control Engineering) PDF

The presentation of a coherent method for the estimation of the parameters of mathematical types from experimental info is tested during this quantity. Many issues are coated together with the alternative of the constitution of the mathematical version, the alternative of a functionality criterion to match versions, the optimization of this functionality criterion, the evaluate of the uncertainty within the envisioned parameters, the layout of experiments in order to get the main correct info and the severe research of effects. There also are numerous good points specific to the paintings comparable to an up to date presentation of the technique for trying out versions for identifiability and distinguishability and a entire therapy of parametric optimization consisting of higher ponder ation of numerical features and which examines recursive and non-recursive equipment for linear and nonlinear versions.

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