Skip to content

Publications

Detail of publication

Citation

Ferkl Lukáš and Široký Jan and Prívara Samuel : Model Predictive Control of Buildings: The Efficient Way of Heating . Proceedings of the 2010 IEEE International Conference on Control Applications, p. 1922-1926, IEEE Control System Society, Yokohama, 2010.

Abstract

The implicit model predictive control based on models identified by subspace identification methods was implemented and tested on a large university building. The control was improved by incorporating the weather prediction into the model. The performance of said controller was estimated in an experiment, wherein two almost identical building blocks were compared ? one controlled by the model predictive control, and the other one by the existing weather-compensated heating controller. The model predictive control achieved energy consumption lower by approximately 10 %. Based on the positive results, an implementation was developed, which is suitable for commercial applications.

Detail of publication

Title: Model Predictive Control of Buildings: The Efficient Way of Heating
Author: Ferkl Lukáš ; Široký Jan ; Prívara Samuel
Language: English
Year: 2010
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: Proceedings of the 2010 IEEE International Conference on Control Applications
Page: 1922 - 1926
ISBN: 978-1-4244-5363-4
Publisher: IEEE Control System Society
Address: Yokohama
Date: 10 Sep 2010
2011-03-15 16:21:55 / 2011-03-15 16:21:55 / 1

Keywords

model based predictive control, HVAC control, model identification

BibTeX

@INPROCEEDINGS{FerklLukas_2010_ModelPredictive,
 author = {Ferkl Luk\'{a}\v{s} and \v{S}irok\'{y} Jan and Pr\'{i}vara Samuel},
 title = {Model Predictive Control of Buildings: The Efficient Way of Heating},
 year = {2010},
 publisher = {IEEE Control System Society},
 journal = {Proceedings of the 2010 IEEE International Conference on Control Applications},
 address = {Yokohama},
 pages = {1922-1926},
 ISBN = {978-1-4244-5363-4},
 url = {http://www.kky.zcu.cz/en/publications/FerklLukas_2010_ModelPredictive},
}