Bridging the gap between the linear and nonlinear predictive control: Adaptations fo refficient building climate control

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F16%3A00460306" target="_blank" >RIV/67985556:_____/16:00460306 - isvavai.cz</a>

Alternative codes found

RIV/68407700:21230/16:00239848

Result on the web

<a href="http://dx.doi.org/10.1016/j.conengprac.2016.01.007" target="_blank" >http://dx.doi.org/10.1016/j.conengprac.2016.01.007</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.conengprac.2016.01.007" target="_blank" >10.1016/j.conengprac.2016.01.007</a>

Result language

angličtina

Original language name

Bridging the gap between the linear and nonlinear predictive control: Adaptations fo refficient building climate control

Original language description

The linear model predictive control which is frequently used for building climate control benefits from the fact that the resulting optimization task is convex (thus easily and quickly solvable). On the other hand, the nonlinear model predictive control enables the use of a more detailed nonlinear model and it takes advantage of the fact that it addresses the optimization task more directly, however, it requires a more computationally complex algorithm for solving the non-convex optimization problem. In this paper,the gap between the linear and the nonlinear one is bridged by introducing apredictive controller with linear time-dependent model. Making use of linear time-dependent model of the building, the newly proposed controller obtains predictions which are closer to reality than those of linear time in-variant model, however,the computational complexity is still kept low since the optimization task remains convex.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

BC - Theory and management systems

OECD FORD branch

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Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2016

Confidentiality

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

Name of the periodical

Control Engineering Practice

ISSN

0967-0661

e-ISSN

—

Volume of the periodical

53

Issue of the periodical within the volume

1

Country of publishing house

GB - UNITED KINGDOM

Number of pages

15

Pages from-to

124-138

UT code for WoS article

000378955700012

EID of the result in the Scopus database

2-s2.0-84956865804