Optimization in Predictive Control Algorithm

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Optimization in Predictive Control Algorithm

Popis výsledku v původním jazyce

The term predictive control designates a class of control methods which are suitable for control of various kinds of systems. Predictive control is essentially based on discrete or sampled models of a process. It is possible to use various models which describe a real system sufficiently accurately. The model is used for computation of predictions of the systems output. On the basis of the predictions and past values of the input and output of the system we can optimize the control process. A cost function which is optimized is a function of difference of the manipulated variable. An analytical solution can be obtained by differentiation of the cost function. One of the major advantages of predictive control is its ability to do on-line constraints handling in a systematic way. For a constrained case the analytical solution may not be located in an allowed area and we need to use another way of optimization. The optimization problem is necessary to be solved in each sampling period, wh

Název v anglickém jazyce

Optimization in Predictive Control Algorithm

Popis výsledku anglicky

The term predictive control designates a class of control methods which are suitable for control of various kinds of systems. Predictive control is essentially based on discrete or sampled models of a process. It is possible to use various models which describe a real system sufficiently accurately. The model is used for computation of predictions of the systems output. On the basis of the predictions and past values of the input and output of the system we can optimize the control process. A cost function which is optimized is a function of difference of the manipulated variable. An analytical solution can be obtained by differentiation of the cost function. One of the major advantages of predictive control is its ability to do on-line constraints handling in a systematic way. For a constrained case the analytical solution may not be located in an allowed area and we need to use another way of optimization. The optimization problem is necessary to be solved in each sampling period, wh

Druh

D - Stať ve sborníku

CEP obor

BC - Teorie a systémy řízení

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2014

Kód důvěrnosti údajů

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

Název statě ve sborníku

Proceedings of the 5th International Conference on Circuits, Systems, Control, Signals (CSCS '14)

ISBN

978-960-474-374-2

ISSN

1790-5117

e-ISSN

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Počet stran výsledku

6

Strana od-do

148-153

Název nakladatele

WSEAS Press (IT)

Místo vydání

Venice

Místo konání akce

Salerno

Datum konání akce

3. 6. 2014

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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