Distributed Agent-Based Building Grey-Box Model Identification
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F20%3A00341649" target="_blank" >RIV/68407700:21230/20:00341649 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21720/20:00341649
Result on the web
<a href="https://doi.org/10.1016/j.conengprac.2020.104427" target="_blank" >https://doi.org/10.1016/j.conengprac.2020.104427</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.conengprac.2020.104427" target="_blank" >10.1016/j.conengprac.2020.104427</a>
Alternative languages
Result language
angličtina
Original language name
Distributed Agent-Based Building Grey-Box Model Identification
Original language description
The paper deals with an identification (calibration) of a building thermal model as a crucial part of modern control algorithms. It describes a modelling issue and parameter identification approach. There is presented an identification approach using a so called dual decomposition method which decomposes a large optimization problem into smaller local ones which are then solved by local agents. The local models are found using a grey-box calibration and by a coordination of agents’ mutual shared parameters a global consistency is obtained. The proposed method is tested on two examples; one is basically trivial, in the latter one, more complex, a model of a building simulated in the EnergyPlus program is obtained and offers promising results for (predictive) control-oriented purposes.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
20205 - Automation and control systems
Result continuities
Project
<a href="/en/project/LO1605" target="_blank" >LO1605: University Centre for Energy Efficient Buildings – Sustainability Phase</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Control Engineering Practice
ISSN
0967-0661
e-ISSN
1873-6939
Volume of the periodical
101
Issue of the periodical within the volume
August
Country of publishing house
GB - UNITED KINGDOM
Number of pages
13
Pages from-to
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UT code for WoS article
000555039300001
EID of the result in the Scopus database
2-s2.0-85085573104