Optimal input design for model discrimination using Pontryagin's maximum principle: Application to kinetic model structures

K.J. Keesman; E. Walter

doi:10.1016/j.automatica.2014.03.022

Optimal input design for model discrimination using Pontryagin's maximum principle: Application to kinetic model structures

K.J. Keesman, E. Walter

WIMEK

Research output: Contribution to journal › Article › Academic › peer-review

6 Citations (Scopus)

Abstract

The paper presents a methodology for an optimal input design for model discrimination. To allow analytical solutions, the method, using Pontryagin’s maximum principle, is developed for non-linear single-state systems that are affine in their joint input. The method is demonstrated on a fed-batch reactor case study with first-order and Monod kinetics.

Original language	English
Pages (from-to)	1535-1538
Journal	Automatica
Volume	50
Issue number	5
DOIs	https://doi.org/10.1016/j.automatica.2014.03.022
Publication status	Published - 2014

Keywords

parametric sensitivity control
2 rival models
systems

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10.1016/j.automatica.2014.03.022

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title = "Optimal input design for model discrimination using Pontryagin's maximum principle: Application to kinetic model structures",

abstract = "The paper presents a methodology for an optimal input design for model discrimination. To allow analytical solutions, the method, using Pontryagin{\textquoteright}s maximum principle, is developed for non-linear single-state systems that are affine in their joint input. The method is demonstrated on a fed-batch reactor case study with first-order and Monod kinetics.",

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AU - Walter, E.

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AB - The paper presents a methodology for an optimal input design for model discrimination. To allow analytical solutions, the method, using Pontryagin’s maximum principle, is developed for non-linear single-state systems that are affine in their joint input. The method is demonstrated on a fed-batch reactor case study with first-order and Monod kinetics.

KW - parametric sensitivity control

KW - 2 rival models

KW - systems

U2 - 10.1016/j.automatica.2014.03.022

DO - 10.1016/j.automatica.2014.03.022

M3 - Article

SN - 0005-1098

VL - 50

SP - 1535

EP - 1538

JO - Automatica

JF - Automatica

IS - 5

ER -

Optimal input design for model discrimination using Pontryagin's maximum principle: Application to kinetic model structures

Abstract

Keywords

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