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Optimization in Predictive Control Algorithm

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43872377" target="_blank" >RIV/70883521:28140/14:43872377 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Optimization in Predictive Control Algorithm

  • Original language description

    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

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BC - Theory and management systems

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2014

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

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

  • ISBN

    978-960-474-374-2

  • ISSN

    1790-5117

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    148-153

  • Publisher name

    WSEAS Press (IT)

  • Place of publication

    Venice

  • Event location

    Salerno

  • Event date

    Jun 3, 2014

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article