Chapter
May 24, 2022

Airflow Simulation Techniques Comparison for Architectural Design

Publication: Computing in Civil Engineering 2021

ABSTRACT

Simulation of indoor airflow in heating, ventilation, and air conditioning (HVAC) system in construction design is critical in order to control spread of volatile organic compounds (VOC) or germs and viruses in the case of a pandemic, as we witnessed during 2019–2021. This paper presents the findings from comparing two types of fluid simulations: grid-based and particle-based methods. The former is widely used for scientific computation due to its precision; however, it is time consuming and requires designers to do pretreatment of the building model for airflow simulations in construction design using grid-based methods. The particle-based method is used in visual effects, games, and other applications requiring real-time simulation. This paper presents a review of the literature on different methods of fluid simulation like finite volume method (FVM), smoothed-particle hydrodynamics (SPH), position-based dynamics (PBD), and provides a comparison of heat transfer between particle-based and grid-based methods in indoor airflow simulations with HVAC system.

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REFERENCES

Becker, M., and Teschner, M. (2007). Weakly compressible SPH for free surface flows. In C. Theobalt, C. Rossl, E. Aguiar, and H. Seidel, Proceedings of the 2007 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 209–217. San Diego, CA, USA, Aug 3-4, 2007. Goslar, DEU: Eurographics Association. Retrieved July 11, 2020 from https://dl.acm.org/doi/10.5555/1272690.1272719.
Cao, S.-J. (2019). Challenges of using CFD simulation for the design and online control of ventilation systems. Indoor and Built Environment, 28(1), 3–6. Retrieved Aug 5, 2020 from https://doi.org/10.1177/1420326X18810568.
Chen, J. K., Beraun, J. E., and Carney, T. C. (1999). A corrective smoothed particle method for boundary value problems in heat conduction. Int J Numer Methods Eng, 46:231–252.
Chen, Q., and Srebric, J. (2002). A procedure for verification, validation, and reporting of indoor environment CFD analyses, HVAC&R Research, 8(2), 201–216. Retrieved Aug 5, 2020 from https://doi.org/10.1080/10789669.2002.10391437.
Cleary, P. W. (1998). Modelling confined multi-material heat and mass flows using SPH. Applied Mathematical Modelling, 22(12), 981–993. Retrieved Sep 11, 2020 from https://doi.org/10.1016/S0307-904X(98)10031-8.
Harada, T., Koshizuka, S., and Kawaguchi, Y. (2007). Smoothed particle hydrodynamics in complex shapes. In M. Sbert, and S. Spencer (Ed.), SCCG '07: Proceedings of the 23rd Spring Conference on Computer Graphics, 191–197. Budmerice, Slovakia, April 26-28, 2007. New York, NY, USA: Association for Computing Machinery. Retrieved Jun 20, 2020 from https://doi.org/10.1145/2614348.2614375.
Jones, P. J., and Whittle, G. E. (1992). Computational fluid dynamics for building air flow prediction - current status and capabilities, Building and Environment, 27(3), 321–38. Retrieved July 11, 2020 from https://doi.org/10.1016/0360-1323(92)90033-L.
Macklin, M., and Muller, M. (2013). Position based fluids. ACM Transactions on Graphics, 32(4), 104:1–104:12. Retrieved July 11, 2020 from https://doi.org/10.1145/2461912.2461984.
Macklin, M., Muller, M., Chentanez, N., and Kim, T. (2014). Unified particle physics for real-time applications. ACM Transactions on Graphics, 33(4), 153:1–153:12. Retrieved Jun 20, 2020 from https://doi.org/10.1145/2601097.2601152.
Monaghan, J. J. (1992). Smoothed particle hydrodynamics. Annual Review of Astronomy and Astrophysics, 30(1), 543–574. Retrieved Jun 20, 2020 from https://doi.org/10.1146/annurev.aa.30.090192.002551.
Morrison, I. B. (2000). The adaptive coupling of heat and air flow modelling within dynamic whole-building simulation, University of Strathclyde, PhD Thesis, Glasgow UK.
Muller, M., Heidelberger, B., Hennix, M., and Ratcliff, J. (2007). Position based dynamics. Journal of Visual Communication and Image Representation, 18(2), 109–118. Retrieved Jun 19, 2020 from https://doi.org/10.1016/j.jvcir.2007.01.005.
Nielsen, P. V. (1974). Flow in air conditioned rooms, Technical University of Denmark, PhD Thesis, Copenhagen Denmark.
Raveendran, K., Wojtan, C., and Turk, G. (2011). Hybrid smoothed particle hydrodynamics. In S. Spencer, SCA '11: Proceedings of the 2011 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 33–42. Vancouver, B.C., Canada, August 5-7, 2011. New York, NY, USA: Association for Computing Machinery. Retrieved Jun 20, 2020 from https://doi.org/10.1145/2019406.2019411.
Rook, R., Yildiz, M., and Dost, S. (2007). Modeling transient heat transfer using SPH and implicit time integration. Numer Heat Transfer B, Fundam, 51(1), 1–23.
Shao, X., Liao, E., and Zhang, F. (2017). Improving SPH fluid simulation using position based dynamics. IEEE Access, 5(1), 13901–13908. Retrieved Jun 21, 2020 from https://doi.org/10.1109/ACCESS.2017.2729601.
Solenthaler, B., and Pajarola, R. (2009). Predictive-corrective incompressible SPH. ACM Transactions on Graphics, 28(3), 40:1–40:6. Retrieved July 11, 2020 from https://doi.org/10.1145/1576246.1531346.
Wang, L. L., Dols, W. S., and Chen, Q. (2010). Using CFD capabilities of CONTAM 3.0 for simulating airflow and contaminant transport in and around buildings, HVAC&R Research, 16(6), 749–763. Retrieved Aug 5, 2020 from https://doi.org/10.1080/10789669.2010.10390932.
Whittle, G. E. (1986). Computation of air movement and convective heat transfer within buildings. International Journal of Ambient Energy, 7(3), 151–164. Retrieved July 20, 2020 from https://doi.org/10.1080/01430750.1986.9675494.
Zhai, Z., Chen, Q., Haves, P., and Klems, J. H. (2002). On approaches to couple energy simulation and computational fluid dynamics programs. Building and Environment, 37(8), 857–864. Retrieved July 20, 2020 from https://doi.org/10.1016/S0360-1323(02)00054-9.
Zhai, J. Z., and Chen, Q. Y. (2004). Performance of coupled building energy and CFD simulations. Energy and Buildings, 37(4), 333–344. Retrieved July 20, 2020 from https://doi.org/10.1016/j.enbuild.2004.07.001.

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Go to Computing in Civil Engineering 2021
Computing in Civil Engineering 2021
Pages: 1188 - 1195

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Published online: May 24, 2022

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Yuanpei Zhao [email protected]
1Dept. of Computer Graphics Technology, West Lafayette, IN. Email: [email protected]
2School of Construction Management Technology, West Lafayette, IN. Email: [email protected]
H. Nicholas Dib [email protected]
3Knoy Hall of Technology, West Lafayette, IN. Email: [email protected]
4Dept. of Computer Graphics Technology, West Lafayette, IN. Email: [email protected]
Yingjie Chen [email protected]
5Dept. of Computer Graphics Technology, West Lafayette, IN. Email: [email protected]

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