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Parameter estimation via inversion with application to a reactor
Conference proceeding

Parameter estimation via inversion with application to a reactor

S Atiraju, M Soroush and AMER AUTOMAT CONTROL COUNCIL
Proceedings of the 1997 American Control Conference (Cat. No.97CH36041), v 4, pp 2429-2433 vol.4
1997

Abstract

Chemical engineering Chemical reactors Inductors Linear systems Mathematical model Nonlinear systems Observers Parameter estimation Predictive models State estimation
A method of parameter estimation for a class of nonlinear systems is presented in this paper. The parameter estimation method is model-inversion-based, computationally efficient, and simple to use. It can provide accurate estimates of unknown, time-varying or constant, process parameters by using readily available measurements. The application and performance of the estimation method are illustrated and compared with those of parameter estimation via state estimation by using a jacketed chemical reactor example, for which reaction-heat rate and overall heat-transfer coefficient are estimated.

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Automation & Control Systems
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