Persons at STU
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Basic information about a final thesisAdditional informationAdditional information about the final thesis follows. Click on the language link to display the information in the desired language.
|Language of final thesis:||English|
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|Title of the thesis:||PARAMETER ESTIMATION IN PROCESSES FROM EXPERIMENTAL DATA|
|Summary:||This work deals with dynamic and global optimization for parameter estimation of differential algebraic systems. The estimation of parameters in semi-empirical models is essential in numerous areas of engineering and applied science. The error-in-variables method has been studied from a computational standpoint. This method involves the minimization of a weighted sum of squared errors subject to the model equations. In this work, a method converting the dynamic system of equations into a set of algebraic constraints through the use of orthogonal collocation on finite elements is implemented within MATLAB code DYNOPT. It is compared to a integration method implemented within FORTRAN code GDOC.|
|Key words:||parameter estimation, dynopt, dynoptgui, global optimization, branch and bounds|
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|–||Final thesis (final thesis appendices) unlimited|
|–||Reviews for final thesis unlimited|