Economical Nonlinear Model Predictive Control for Building Climate Control
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F14%3A00429566" target="_blank" >RIV/67985556:_____/14:00429566 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/ACC.2014.6858928" target="_blank" >http://dx.doi.org/10.1109/ACC.2014.6858928</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ACC.2014.6858928" target="_blank" >10.1109/ACC.2014.6858928</a>
Alternative languages
Result language
angličtina
Original language name
Economical Nonlinear Model Predictive Control for Building Climate Control
Original language description
In this paper, two alternatives approaches to model predictive control (MPC) are compared and contrasted for the role of zone temperature controller-the commonly used linear formulation (LMPC) and rather unconventional nonlinear formulation (NMPC). The economical focus is reflected by the performance criterion being a combination of the comfort requirements and the monetary cost penalties (price of the consumed hot water and the electricity needed to deliver the water to the building) of the controlledinputs. With this formulation, the optimal controller drives toward minimization of the real price rather than minimization of abstract quantities. It turns out that the NMPC is able to attack the cost minimization directly while retaining a compact optimization formulation as opposed to the suboptimal linear alternative. A considerable part of the superiority of the NMPC can be owed also to the use of a nonlinear model that captures the nonlinear building dynamics much more accurately t
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
BC - Theory and management systems
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/GA13-20433S" target="_blank" >GA13-20433S: Analysis and control of globally decomposed strongly nonlinear state space dynamical models with complex interactions of their components</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
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 2014 American Control Conference (ACC14)
ISBN
978-1-4799-3271-9
ISSN
0743-1619
e-ISSN
—
Number of pages
6
Pages from-to
418-423
Publisher name
IEEE
Place of publication
Portland
Event location
Portland, Oregon
Event date
Jun 4, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—