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Title: Building energy simulation coupled with CFD for indoor environment: A critical review and recent applications

Abstract

This paper presents a comprehensive review of the open literature on motivations, methods and applications of linking stratified airflow simulation to building energy simulation (BES). First, we reviewed the motivations for coupling prediction models for building energy and indoor environment. This review classified various exchanged data in different applications as interface data and state data, and found that choosing different data sets may lead to varying performance of stability, convergence, and speed for the co-simulation. Second, our review shows that an external coupling scheme is substantially more popular in implementations of co-simulation than an internal coupling scheme. The external coupling is shown to be generally faster in computational speed, as well as easier to implement, maintain and expand than the internal coupling. Third, the external coupling can be carried out in different data synchronization schemes, including static coupling and dynamic coupling. In comparison, the static coupling that performs data exchange only once is computationally faster and more stable than the dynamic coupling. However, concerning accuracy, the dynamic coupling that requires multiple times of data exchange is more accurate than the static coupling. Furthermore, the review identified that the implementation of the external coupling can be achieved through customized interfaces, middleware,more » and standard interfaces. The customized interface is straightforward but may be limited to a specific coupling application. The middleware is versatile and user-friendly but usually limited in data synchronization schemes. The standard interface is versatile and promising, but may be difficult to implement. Current applications of the co-simulation are mainly energy performance evaluation and control studies. Finally, we discussed the limitations of the current research and provided an overview for future research.« less

Authors:
 [1];  [2]; ORCiD logo [2];  [3]
  1. Univ. of Miami, Coral Gables, FL (United States). Dept. of Civil, Architectural and Environmental Engineering
  2. Univ. of Colorado, Boulder, CO (United States). Dept. of Civil, Environmental and Architectural Engineering
  3. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Energy Analysis and Environmental Impacts Division
Publication Date:
Research Org.:
Univ. of Colorado, Boulder, CO (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Building Technologies Office
OSTI Identifier:
1432688
Alternate Identifier(s):
OSTI ID: 1477283; OSTI ID: 1548791
Grant/Contract Number:  
EE0007688; AC02-05CH11231
Resource Type:
Journal Article: Accepted Manuscript
Journal Name:
Energy and Buildings
Additional Journal Information:
Journal Volume: 165; Journal Issue: C; Journal ID: ISSN 0378-7788
Publisher:
Elsevier
Country of Publication:
United States
Language:
English
Subject:
32 ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; Coupled simulation; Building energy simulation; Computational fluid dynamics

Citation Formats

Tian, Wei, Han, Xu, Zuo, Wangda, and Sohn, Michael D. Building energy simulation coupled with CFD for indoor environment: A critical review and recent applications. United States: N. p., 2018. Web. doi:10.1016/j.enbuild.2018.01.046.
Tian, Wei, Han, Xu, Zuo, Wangda, & Sohn, Michael D. Building energy simulation coupled with CFD for indoor environment: A critical review and recent applications. United States. https://doi.org/10.1016/j.enbuild.2018.01.046
Tian, Wei, Han, Xu, Zuo, Wangda, and Sohn, Michael D. 2018. "Building energy simulation coupled with CFD for indoor environment: A critical review and recent applications". United States. https://doi.org/10.1016/j.enbuild.2018.01.046. https://www.osti.gov/servlets/purl/1432688.
@article{osti_1432688,
title = {Building energy simulation coupled with CFD for indoor environment: A critical review and recent applications},
author = {Tian, Wei and Han, Xu and Zuo, Wangda and Sohn, Michael D.},
abstractNote = {This paper presents a comprehensive review of the open literature on motivations, methods and applications of linking stratified airflow simulation to building energy simulation (BES). First, we reviewed the motivations for coupling prediction models for building energy and indoor environment. This review classified various exchanged data in different applications as interface data and state data, and found that choosing different data sets may lead to varying performance of stability, convergence, and speed for the co-simulation. Second, our review shows that an external coupling scheme is substantially more popular in implementations of co-simulation than an internal coupling scheme. The external coupling is shown to be generally faster in computational speed, as well as easier to implement, maintain and expand than the internal coupling. Third, the external coupling can be carried out in different data synchronization schemes, including static coupling and dynamic coupling. In comparison, the static coupling that performs data exchange only once is computationally faster and more stable than the dynamic coupling. However, concerning accuracy, the dynamic coupling that requires multiple times of data exchange is more accurate than the static coupling. Furthermore, the review identified that the implementation of the external coupling can be achieved through customized interfaces, middleware, and standard interfaces. The customized interface is straightforward but may be limited to a specific coupling application. The middleware is versatile and user-friendly but usually limited in data synchronization schemes. The standard interface is versatile and promising, but may be difficult to implement. Current applications of the co-simulation are mainly energy performance evaluation and control studies. Finally, we discussed the limitations of the current research and provided an overview for future research.},
doi = {10.1016/j.enbuild.2018.01.046},
url = {https://www.osti.gov/biblio/1432688}, journal = {Energy and Buildings},
issn = {0378-7788},
number = C,
volume = 165,
place = {United States},
year = {Wed Jan 31 00:00:00 EST 2018},
month = {Wed Jan 31 00:00:00 EST 2018}
}

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Cited by: 57 works
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Works referenced in this record:

A coupled numerical approach on museum air conditioning: Energy and fluid-dynamic analysis
journal, March 2013


Multizone Airflow Modeling in Buildings: History and Theory
journal, November 2007


Microclimatic coupling as a solution to improve building energy simulation in an urban context
journal, July 2011


Contrasting the capabilities of building energy performance simulation programs
journal, April 2008


EnergyPlus: creating a new-generation building energy simulation program
journal, April 2001


The thermal behaviour of buildings incorporating single skin tensile membrane structures
journal, April 2007


Development and application of an updated whole-building coupled thermal, airflow and contaminant transport simulation program (TRNSYS/CONTAM)
journal, July 2014


Temperature sensor placement optimization for VAV control using CFD–BES co-simulation strategy
journal, February 2015


State of the art in building modelling and energy performances prediction: A review
journal, July 2013


Experimental and numerical analysis of heat transfer and airflow on an interactive building facade
journal, January 2010


Coupling CFD and Human Body Thermoregulation Model for the Assessment of Personalized Ventilation
journal, July 2006


A review on modeling and simulation of building energy systems
journal, April 2016


Literature Review of Accelerated CFD Simulation Methods towards Online Application
journal, August 2015


Accelerating fast fluid dynamics with a coarse-grid projection scheme
journal, November 2014


Simulating buoyancy-driven airflow in buildings by coarse-grid fast fluid dynamics
journal, February 2015


Coupled simulation of natural ventilation and daylighting for a residential community design
journal, January 2014


Functional mock-up unit for co-simulation import in EnergyPlus
journal, June 2013


Study on simulation methods of atrium building cooling load in hot and humid regions
journal, October 2010


History and development of validation with the ESP-r simulation program
journal, April 2008


A CFD-based test method for control of indoor environment and space ventilation
journal, June 2010


Fast and self-learning indoor airflow simulation based on in situ adaptive tabulation
journal, January 2016


A systematic evaluation of accelerating indoor airflow simulations using cross-platform parallel computing
journal, August 2016


Co-simulation of innovative integrated HVAC systems in buildings
journal, September 2009


Experimental Study of Thermal Comfort in an Office Environment with an Underfloor Ventilation System
journal, September 2002


Coupled simulations for naturally ventilated residential buildings
journal, May 2008


A state-space method for real-time transient simulation of indoor airflow
journal, December 2017


Supervisory and Optimal Control of Building HVAC Systems: A Review
journal, January 2008


Co-simulation of building energy and control systems with the Building Controls Virtual Test Bed
journal, September 2011


Modelica Buildings library
journal, March 2013


Modeling ventilation in naturally ventilated double-skin façade with a venetian blind
journal, November 2012


On approaches to couple energy simulation and computational fluid dynamics programs
journal, August 2002


Solution characters of iterative coupling between energy simulation and CFD programs
journal, June 2003


Performance of coupled building energy and CFD simulations
journal, April 2005


Building energy simulation considering spatial temperature distribution for nonuniform indoor environment
journal, May 2013


Coupling indoor airflow, HVAC, control and building envelope heat transfer in the Modelica Buildings library
journal, July 2015


Works referencing / citing this record:

Coupling building energy simulation and computational fluid dynamics: An overview
journal, February 2020