Paper Info
Title
Experimental design for parameter estimation of two time-scale model of photosynthesis and photoinhibition in microalgae
Abstract
A method for parameter estimation of two time-scale model of photosynthesis and photoinhibition is presented. The model structure coincides with the earlier mechanistic concept of photosynthetic factory by Eilers and Peeters, however, our formulation respects the decomposition of the phase-space into the fast phase x"A, and the slow one, x"B. The experimental design for model parameters estimation is based on three complementary measurements. In addition to the standard measurement of microbial kinetics, identifying three of five model parameters, two time dependent experiments are proposed. The first one resides in photoinhibition measurement under constant irradiance (identifying the slow system dynamics), and the second one is based on periodic piecewise constant input. It is shown how to set up the input signal in order to maximize the sensitivity to the fast dynamics parameter.
Year
DOI
Venue
2010
10.1016/j.matcom.2009.06.033
Mathematics and Computers in Simulation
Keywords
Field
DocType
time-scale model,experimental design,Photosynthetic factory,model structure,fast dynamics parameter,model parameter,93C10,37N25,complementary measurement,parameter estimation,input signal,Two-scale modeling,Parameter estimation,Experimental design,fast phase,model parameters estimation,constant irradiance
Scale model,Biological system,Mathematical analysis,Simulation,Photoinhibition,Irradiance,System dynamics,Estimation theory,Kinetics,Periodic graph (geometry),Mathematics,Piecewise
Journal
Volume
Issue
ISSN
80
6
Mathematics and Computers in Simulation
Citations 
PageRank 
References 
9
1.03
2
Authors
4
Name
Order
Citations
PageRank
Štpán Papáček13410.56
Sergej Celikovský235997.30
Branislav Rehák3298.92
Dalibor Štys43411.17