Application of Distributed MPC to Barcelona water distribution network

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F11%3A00309227" target="_blank" >RIV/68407700:21230/11:00309227 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.3182/20110828-6-IT-1002.02853" target="_blank" >http://dx.doi.org/10.3182/20110828-6-IT-1002.02853</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.3182/20110828-6-IT-1002.02853" target="_blank" >10.3182/20110828-6-IT-1002.02853</a>

Result language
angličtina
Original language name
Application of Distributed MPC to Barcelona water distribution network
Original language description
The paper presents application of Distributed Model Predictive Control (DMPC) schemes to complex system of Barcelona water distribution network. The dual decomposition of convex optimization problems is well known and has been already adopted to DMPC. However, the application of dual based DMPC to truly large scale systems requires efficient algorithms for consensus iterations. The paper treats DMPC with and without centralized coordinator. The non-centralized coordination is based on Nesterov accelerated gradient method and centralized coordination is based on limited memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) method. 2011 IFAC.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 18th IFAC World Congress, 2011
ISBN
978-3-902661-93-7
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
9139-9144
Publisher name
IFAC
Place of publication
Bologna
Event location
Milano
Event date
Aug 28, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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