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Classification and Identification Procedure for Hybrid Building Models Applied to a Swiss Office Building

Author(s):

A. Eichler, M. Khosravi, R. S. Smith
Conference/Journal:

Energy Procedia
Abstract:

With an increasing share of renewable energy sources, largely decentralized, energy hubs are gaining relevance in the energy landscape as promising solutions because they match local production with consumption. To efficiently control an energy hub a prediction of the energy consumption of the buildings in the hub is required. This work proposes an on-line identification scheme to identify the closed-loop behavior of buildings as they are usually under unknown local lower-level control. Since buildings are typically controlled in different modes depending on the time of day (night setback), an identification of a switched system is proposed, combining a classification step to identify the switching times followed by the identification of a piecewise linear model for each mode. As a test case an operational Swiss office building is considered.

Year:

2017
Type of Publication:

(01)Article
Supervisor:



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% Autogenerated BibTeX entry
@Article { EicKho:2017:IFA_5675,
    author={A. Eichler and M. Khosravi and R. S. Smith},
    title={{Classification and Identification Procedure for Hybrid
	  Building Models Applied to a Swiss Office Building}},
    journal={Energy Procedia},
    year={2017},
    volume={},
    number={},
    pages={},
    month=sep,
    url={http://control.ee.ethz.ch/index.cgi?page=publications;action=details;id=5675}
}
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