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Using Measured Indoor Environment Parameters for Calibration of Building Simulation Model- A Passive House Case Study

Authors: Paliouras, P.; Matzaflaras, N.; Peuhkuri, Ruut Hannele; Kolarik, Jakub;

Using Measured Indoor Environment Parameters for Calibration of Building Simulation Model- A Passive House Case Study

Abstract

AbstractSimulation-aided commissioning is being increasingly used to address discrepancies between predicted and actual energy consumption in modern buildings. Calibration of building model, developed using Building Energy Performance Simulation (BEPS), represents a crucial part of the commissioning process. Most of current calibration methodologies focus on matching of measured and simulated energy consumption. The objective of the present study was to perform a calibration of a building model of a passive house located in Næstved, Denmark, using measured data for operative temperature (Top), relative humidity (RH) and concentration of carbon dioxide (CO2). Continuous monitoring of indoor environmental parameters was conducted in all zones for 30 days. The Coefficient of Variation of the Root Mean Square Error (CV(RMSE)) was used to evaluate agreement between simulated and measured data. CV(RMSE) did not demonstrate a continuous improvement along each iteration, however after all the required adjustments in the model, the initial limits were satisfied. A calibrated state was obtained after 10 significant iterations with respect to regulation of ventilation system, window opening and solar shading devices. Lowest value of CV(RMSE) was achieved in the southwest bedroom and was equal to 3% for Top, 11.3% for CO2 and 5.2% for RH.

Country
Denmark
Related Organizations
Keywords

Building energy model, Energy(all), energy consumption, calibrated model, indoor climate, simulation-aided commissioning

  • BIP!
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    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    23
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
23
Top 10%
Top 10%
Average
gold