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An asymptotic observer to reconstruct parameters of systems that are not asymptotically identifiable

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Abstract

We propose the derivation of asymptotic observers for the estimation of parameters of systems whose solutions converge to a set of steady states that are not identifiable, under some hypotheses. The proposed observer generalizes a former work for batch bioprocess. It is illustrated on a two dimensional models, and its performance is compared with the least squares method.
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Dates and versions

hal-03848711 , version 1 (10-11-2022)

Identifiers

  • HAL Id : hal-03848711 , version 1

Cite

Alain Rapaport, Denis Dochain. An asymptotic observer to reconstruct parameters of systems that are not asymptotically identifiable. 2022. ⟨hal-03848711⟩
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