Молимо вас користите овај идентификатор за цитирање или овај линк до ове ставке: https://scidar.kg.ac.rs/handle/123456789/19084
Назив: MODELING OF THE BUILDING THERMAL BEHAVIOUR USING NONLINEAR SYSTEM IDENTIFICATION
Аутори: Rankovic, Vesna
Bojic, Milorad
Radulović, Jasna
Nikolic, Danijela
Skerlic, Jasmina
Датум издавања: 2015
Сажетак: Model-based predictive control is a very modern powerful control strategy that uses a model of the plant to predict its future behaviour and has been in focus of researchers in the area of buildings energy management. The aim of this paper is to develop and analyze NARX (Nonlinear AutoRegressive with eXogenous inputs) structure for the modeling of the building thermal behavior. A database was generated using simulation in EnergyPlus software. The NARX identification model was designed using the MATLAB System Identification Toolbox. The input variables analyzed in this paper are: outdoor temperature, heating or cooling power, and direct solar radiation. Simulation results demonstrate that the proposed nonlinear structure can be effective identification tool for development of nonlinear buildings predictive control.
URI: https://scidar.kg.ac.rs/handle/123456789/19084
Тип: conferenceObject
Налази се у колекцијама:Faculty of Engineering, Kragujevac

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