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Parameter Identification (Estimation)

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Theoretical Chemical Engineering

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Abstract

The separate stages of the modeling and simulation lead to specific calculation problems. The modeling at the stage of parameter estimation must solve incorrect inverse problems and minimize multiextremal functions, where the calculation of the least-squares function needs the solution of differential equations. The simulation at the stages of optimal control and design uses the methods of solution of differential equations and minimization of functions. Model parameter identification (estimation) is an inverse problem solution [1], i.e., a mathematical procedure to calculate parameter values using experimental data.

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Authors and Affiliations

  1. Institute of Chemical Engineering (IChE), Bulgarian Academy of Sciences (BAS), Acad. G. Bonchev Str., Bl. 103, 1113, Sofia, Bulgaria

    Christo Boyadjiev

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  1. Christo Boyadjiev
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Correspondence to Christo Boyadjiev .

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Boyadjiev, C. (2010). Parameter Identification (Estimation). In: Theoretical Chemical Engineering. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-10778-8_8

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