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Identification of parametric models : from experimental data
Eric Walter,Luc Pronzato +1 more
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The article was published on 1997-01-01 and is currently open access. It has received 1251 citations till now. The article focuses on the topics: Parametric model & Experimental data.read more
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Identification of Genome-Scale Metabolic Network Models Using Experimentally Measured Flux Profiles
TL;DR: The OMNI method applied to flux data for evolved strains can be used to provide insights into mechanisms that limit the ability of microbial strains to evolve towards their predicted optimal growth phenotypes and to suggest metabolic engineering strategies to improve byproduct secretion.
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Design of Experiments in Nonlinear Models: Asymptotic Normality, Optimality Criteria and Small-Sample Properties
Luc Pronzato,Andrej Pázman +1 more
TL;DR: In this article, asymptotic designs and uniform convergence of LS estimators are discussed. But the authors focus on the small-sample precision of the LS estimator, not on the optimality of the estimator itself.
Journal ArticleDOI
Unscented Kalman Filter: Aspects and Adaptive Setting of Scaling Parameter
TL;DR: A novel method for adaptive setting of the parameter in the unscented Kalman filter for state estimation of nonlinear stochastic dynamic systems with a special focus on the scaling parameter of the filter is proposed.
Journal ArticleDOI
Computational procedures for optimal experimental design in biological systems
TL;DR: A Monte-Carlo-based identifiability analysis is suggested for the sake of comparing among different experimental schemes, and the use of a robust global nonlinear programming solver is proposed.
Journal ArticleDOI
Tension control for winding systems with two-degrees-of-freedom H/sub /spl infin// controllers
TL;DR: In this paper, the authors present a robust control with two degrees of freedom (2DOF) and gain scheduling for web transport systems, where the main concern is to control independently speed and tension in spite of perturbations such as radius variations and changes of setting point.