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An occupant behavior modeling tool for co-simulation

delete2016-04-01
delete147
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OA
AI
T
Tianzhen Hong *
H
Hongsan Sun
Y
Yixing Chen
S
Sarah C. Taylor-Lange
D
Da Yan
DOI:10.1016/j.enbuild.2015.10.033delete
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摘要

摘要

En 中文
Traditionally, in building energy modeling (BEM) programs, occupant behavior (OB) inputs are deterministic and less indicative of real world scenarios, contributing to discrepancies between simulated and actual energy use in buildings. This paper presents a new OB modeling tool, with an occupant behavior functional mock-up unit (obFMU) that enables co-simulation with BEM programs implementing functional mock-up interface (FMI). The components detailed in the development of the obFMU include an overview of the DNAS (drivers-needs-actions-systems) ontology and the occupant behavior eXtensible Markup Language (obXML) schema, in addition to details on the creation of the obFMU that contains the co-simulation interface, the data model and solvers. To demonstrate functionality of the tool, three examples of occupant behaviors were simulated, including: (1) turning on and off lights, (2) opening and closing windows, and (3) turning on and off the air conditioners. The obFMU can be used via co-simulation with all building simulation programs that implement the FMI, thus users are not limited to a particular tool. Another advantage is the use of obXML schema to represent occupant behavior, standardize the description of occupant behavior enabling information exchange. (C) 2015 Elsevier B.V. All rights reserved.
Keyword:
Behavior modeling
Co-simulation
Energy modeling
Occupant behavior
Building simulation
EnergyPlus
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期刊

Energy and Buildings 封面图
Energy and Buildings
IF:
7.1
论文数:
1.6W
被引数:
6.8W

机构

L
Lawrence Berkeley National Laboratory
学者数:
1.5W
论文数: 1.1W
被引数: 6.1W
U
united states department of energy (doe)
学者数:
11.3W
论文数: 9.6W
被引数: 246
引用论文

引用论文

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An ontology to represent energy-related occupant behavior in buildings. Part II: Implementation of the DNAS framework using an XML schema
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errHong, Tianzhen; D'Oca, Simona; Taylor-Lange, Sarah C.; Turner, William J. N.; Chen, Yixing; Corgnati, Stefano P.
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