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Economic MPC based on LPV model for thermostatically controlled loads

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24220%2F17%3A00004311" target="_blank" >RIV/46747885:24220/17:00004311 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1109/SIBCON.2017.7998560" target="_blank" >http://dx.doi.org/10.1109/SIBCON.2017.7998560</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/SIBCON.2017.7998560" target="_blank" >10.1109/SIBCON.2017.7998560</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Economic MPC based on LPV model for thermostatically controlled loads

  • Original language description

    Rapid increase of the renewable energy share in electricity production requires optimization and flexibility of the power consumption side. Thermostatically controlled loads (TCLs) have a large potential for regulation service provision. Economic model predictive control (MPC) is an advanced control method which can be used to syncronize the power consumption with undispatchable renewable electricity production. Thermal behavior of TCLs can be described by linear models based on energy balance of the system. In some cases, parameters of the model may be time-varying. In this work, we present a modified economic MPC based on linear parameter-varying model. In particular, we provide an exact transformation from a standard economic MPC formulation to a linear program. We assume that the variables influencing the model parameters are known (predictable) for the prediction horizon of the controller. As a case study, we present control system that minimizes operational cost of swimming pool heating system, where parameters of the model depend on the weather forecast. Simulation results demonstrate that the proposed method is able to deal with this kind of systems.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2017

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    2017 International Siberian Conference on Control and Communications, SIBCON 2017 - Proceedings

  • ISBN

    978-1-5090-1080-6

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    1-5

  • Publisher name

    Institute of Electrical and Electronics Engineers Inc.

  • Place of publication

    New York

  • Event location

    Astana, Kazakhstan

  • Event date

    Jan 1, 2017

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article