Quantized Nonlinear Model Predictive Control for a Building
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F15%3A00233874" target="_blank" >RIV/68407700:21230/15:00233874 - isvavai.cz</a>
Alternative codes found
RIV/67985556:_____/15:00448768
Result on the web
<a href="http://dx.doi.org/10.1109/CCA.2015.7320653" target="_blank" >http://dx.doi.org/10.1109/CCA.2015.7320653</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CCA.2015.7320653" target="_blank" >10.1109/CCA.2015.7320653</a>
Alternative languages
Result language
angličtina
Original language name
Quantized Nonlinear Model Predictive Control for a Building
Original language description
In this paper, the task of quantized nonlinear predictive control is addressed. In such case, values of some inputs can be from a continuous interval while for the others, it is required that the optimized values belong to a countable set of discrete values. Instead of very straightforward a posteriori quantization, an alternative algorithm is developed incorpo- rating the quantization aspects directly into the optimization routine. The newly proposed quaNPC algorithm is tested on an example of buildingtemperature control. The results for a broad range of number of quantization steps show that (unlike the naive a posteriori quantization) the quaNPC is able to maintain the control performance close to the performance of the original continuous-valued nonlinear predictive controller and at the same time it significantly decreases the undesirable oscillations of the discrete-valued input.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BC - Theory and management systems
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2015
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 MULTICONFERENCE on SYSTEMS and CONTROL
ISBN
978-1-4799-7787-1
ISSN
1085-1992
e-ISSN
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Number of pages
6
Pages from-to
347-352
Publisher name
IEEE
Place of publication
Piscataway
Event location
Sydney
Event date
Sep 21, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000369332000047