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Identification of dynamic models for the short-term temperature prediction in a single room

 
: Paschke, Fabian; Zaiczek, Tobias

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IFAC-PapersOnLine 51 (2018), Nr.2, S.79-84
ISSN: 2405-8963
ISSN: 1474-6670
International Conference on Mathematical Modelling (MATHMOD) <9, 2018, Vienna>
Bundesministerium für Wirtschaft und Technologie BMWi
03ET1372A; FMopt
Verfahren zur Ressourcenminimierung im technischen Gebäudebetrieb. Teilvorhaben: Modellentwicklung und Optimierung.
Englisch
Zeitschriftenaufsatz, Konferenzbeitrag
Fraunhofer IIS, Institutsteil Entwurfsautomatisierung (EAS) ()
system identification; Model Predictive Control (MPC); building automation; ARMAX

Abstract
This contribution illustrates an approach for the generation of a linear dynamic discrete time model for the short term prediction of the room temperature in a single conference room. The model is extracted from recorded measurement data by means of system identification. After a brief description of the considered room and the modeling approach the model is validated by statistical analysis and by its prediction performance.

: http://publica.fraunhofer.de/dokumente/N-494102.html