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Experimental design for parameter estimation of two time-scale model of photosynthesis and photoinhibition in microalgae
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SYSNO ASEP 0341543 Druh ASEP J - Článek v odborném periodiku Zařazení RIV J - Článek v odborném periodiku Poddruh J Článek ve WOS Název Experimental design for parameter estimation of two time-scale model of photosynthesis and photoinhibition in microalgae Tvůrce(i) Papáček, Š. (CZ)
Čelikovský, Sergej (UTIA-B) RID, ORCID
Rehák, Branislav (UTIA-B) RID, ORCID
Štys, D. (CZ)Zdroj.dok. Mathematics and Computers in Simulation. - : Elsevier - ISSN 0378-4754
Roč. 80, č. 6 (2010), s. 1302-1309Poč.str. 8 s. Jazyk dok. eng - angličtina Země vyd. NL - Nizozemsko Klíč. slova Photosynthetic factory ; Experimental design ; Parameter estimation ; Two-scale modeling Vědní obor RIV BC - Teorie a systémy řízení CEP GA102/08/0186 GA ČR - Grantová agentura ČR CEZ AV0Z10750506 - UTIA-B (2005-2011) UT WOS 000276380400026 DOI 10.1016/j.matcom.2009.06.033 Anotace 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 xA, and the slow one, xB. 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. Pracoviště Ústav teorie informace a automatizace Kontakt Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Rok sběru 2011
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