Separate Parameters Identification of the Miso Time Delay Model Applied to the Heat Transfer Process

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21220%2F11%3A00194394" target="_blank" >RIV/68407700:21220/11:00194394 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1115/IMECE2011-63831" target="_blank" >http://dx.doi.org/10.1115/IMECE2011-63831</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1115/IMECE2011-63831" target="_blank" >10.1115/IMECE2011-63831</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Separate Parameters Identification of the Miso Time Delay Model Applied to the Heat Transfer Process

Popis výsledku v původním jazyce

The paper presents the identification issues and the parameters identification algorithm that separates the system parameters from the time delays for a class of multi-input single-output (MISO) linear time delay systems (LTDS). The presence of the unknown time delay greatly complicates the parameter estimation problem, because the parameters of the model are not linear with respect to the time-delay in terms of the identification. This problem for SISO systems is solved in the papers [6] and [7]. Solution presented in the previous mentioned paper is based on the nonlinear least square problem developed in the paper [1]. In this paper, the approach worked out in the papers [6] and [7] is extended to the class of MISO systems. The multipoint search method based on the Quasi-Newton technique is used for the minimization of variable projection functional. The special Quasi-Newton algorithm, which involves the several initial conditions treated at the same time, developed in [5], is applie

Název v anglickém jazyce

Separate Parameters Identification of the Miso Time Delay Model Applied to the Heat Transfer Process

Popis výsledku anglicky

The paper presents the identification issues and the parameters identification algorithm that separates the system parameters from the time delays for a class of multi-input single-output (MISO) linear time delay systems (LTDS). The presence of the unknown time delay greatly complicates the parameter estimation problem, because the parameters of the model are not linear with respect to the time-delay in terms of the identification. This problem for SISO systems is solved in the papers [6] and [7]. Solution presented in the previous mentioned paper is based on the nonlinear least square problem developed in the paper [1]. In this paper, the approach worked out in the papers [6] and [7] is extended to the class of MISO systems. The multipoint search method based on the Quasi-Newton technique is used for the minimization of variable projection functional. The special Quasi-Newton algorithm, which involves the several initial conditions treated at the same time, developed in [5], is applie

Druh

D - Stať ve sborníku

CEP obor

BJ - Termodynamika

OECD FORD obor

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Projekt

<a href="/cs/project/1M0567" target="_blank" >1M0567: Centrum aplikované kybernetiky</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2011

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

ASME 2011 International Mechanical Engineering Congress and Exposition (IMECE2011)

ISBN

978-0-7918-5496-9

ISSN

—

e-ISSN

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Počet stran výsledku

6

Strana od-do

851-856

Název nakladatele

American Society of Mechanical Engineers - ASME

Místo vydání

New York

Místo konání akce

Denver, CO

Datum konání akce

11. 11. 2011

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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