Technical Notes
Sep 23, 2021

Calibration of EnergyPlus Building Simulation Model Using Existing Field Measurements

Publication: Journal of Architectural Engineering
Volume 27, Issue 4

Abstract

A basic requirement of a building is to provide indoor thermal conditions to maintain good health and improve productivity. This can be achieved by optimizing the building envelope design. In building optimization problems, the objective function cannot be defined directly in terms of design variables. Hence, it cannot be solved effectively using traditional optimization techniques. Therefore, a simulation-based optimization technique was used for building envelope design optimization. The objective of this study is to present a novel methodology to calibrate a simulation model by correlating indoor and outdoor temperatures obtained from the simulation results and comparing it with the existing results obtained from actual field measurements.

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References

Al-Homoud, M. S., L. O. Degelman, and L. L. Boyer. 1994. “The framework of an optimization model for the thermal design of building envelopes.” Accessed March 22, 2017. https://oaktrust.library.tamu.edu/bitstream/handle/1969.1/6633/ESL-HH-94-05-14.pdf?sequence=4&isAllowed=y.
ASHRAE. 2013. Thermal environmental conditions for human occupancy. ASHRAE 55-2013. Atlanta: ASHRAE.
Bandara, R. M. P. S., and R. A. Attalage. 2012. “Optimization methodologies for building performance modelling and optimization.” In Proc., 18th ERU Symp., 32–37. Moratuwa, Sri Lanka: University of Moratuwa.
Bouchlaghem, N. M., and K. M. Letherman. 1990. “Numerical optimization applied to the thermal design of buildings.” Build. Environ. 25 (2): 117–124. https://doi.org/10.1016/0360-1323(90)90023-K.
Dhaka, S., J. Mathur, A. Wagner, G. D. Agarwal, and V. Garg. 2013. “Evaluation of thermal environmental conditions and thermal perception at naturally ventilated hostels of undergraduate students in composite climate.” Build. Environ. 66: 42–53. https://doi.org/10.1016/j.buildenv.2013.04.015.
Fanger, P. O. 1973. “Assessment of man’s thermal comfort in practice.” Occup. Environ. Med. 30 (4): 313–324. https://doi.org/10.1136/oem.30.4.313.
Manu, S., Y. Shukla, R. Rawal, L. E. Thomas, and R. de Dear. 2016. “Field studies of thermal comfort across multiple climate zones for the subcontinent: India model for adaptive comfort (IMAC).” Build. Environ. 98: 55–70. https://doi.org/10.1016/j.buildenv.2015.12.019.
National Building Code of India. 2005. SP 7:2005, Bureau of Indian Standards, Government of India. New Delhi, India: BIS.
Nayak, J. K., and J. A. Prajapati. 2006. Handbook on energy conscious buildings. Prepared under the interactive R & D Project No. (3/4), 03. Bombay, India: Indian Institute of Technology.
Nguyen, A. T., and S. Reiter. 2012. “Optimum design of low-cost housing in developing countries using non smooth simulation-based optimization.” In Proc., 28th Int. PLEA Conf. Hong Kong: Passive and Low Energy Architecture (PLEA).
Nguyen, A. T., and S. Reiter. 2014. “Passive designs and strategies for low-cost housing using simulation-based optimization and different thermal comfort criteria.” J. Build. Perform. Simul. 7 (1): 68–81. https://doi.org/10.1080/19401493.2013.770067.
Nguyen, A. T., S. Reiter, and P. Rigo. 2014a. “A review on simulation-based optimization methods applied to building performance analysis.” Appl. Energy 113: 1043–1058. https://doi.org/10.1016/j.apenergy.2013.08.061.
Nguyen, J. L., J. Schwartz, and D. W. Dockery. 2014b. “The relationship between indoor and outdoor temperature, apparent temperature, relative humidity, and absolute humidity.” Indoor Air 24 (1): 103–112. https://doi.org/10.1111/ina.12052.
Nordman, B., and A. Meier. 1988. “Outdoor-indoor temperature relationships.” In Proc., 1988 ACEEE Summer Study on Energy Efficiency in Buildings, 1–15. Washington, DC: American Council for an Energy Efficient Economy.
Østergård, T., R. L. Jensen, and S. E. Maagaard. 2016. “Building simulations supporting decision making in early design—A review.” Renewable Sustainable Energy Rev. 61: 187–201. https://doi.org/10.1016/j.rser.2016.03.045.
Rupp, R. F., N. G. Vásquez, and R. Lamberts. 2015. “A review of human thermal comfort in the built environment.” Energy Build. 105: 178–205. https://doi.org/10.1016/j.enbuild.2015.07.047.
Van Hoof, J., M. Mazej, and J. L. Hensen. 2010. “Thermal comfort: Research and practice.” Front. Biosci. 15 (2): 765–788.
Wang, W., H. Rivard, and R. Zmeureanu. 2005. “An object-oriented framework for simulation-based green building design optimization with genetic algorithms.” Adv. Eng. Inf. 19 (1): 5–23. https://doi.org/10.1016/j.aei.2005.03.002.
World Weather Online. n.d. “Dhule monthly climate averages, Maharashtra, India.” Accessed February 12, 2020. https://www.worldweatheronline.com/dhule-weather-averages/maharashtra/in.aspx.

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Go to Journal of Architectural Engineering
Journal of Architectural Engineering
Volume 27Issue 4December 2021

History

Received: Jun 8, 2020
Accepted: Jun 17, 2021
Published online: Sep 23, 2021
Published in print: Dec 1, 2021
Discussion open until: Feb 23, 2022

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Authors

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A. A. Ansari [email protected]
Ph.D. Research Scholar, Dept. of Civil Engineering, Government College of Engineering, Aurangabad, 431005 Maharashtra, India (corresponding author). Email: [email protected]
K. A. Patil, M.ASCE
Professor, Dept. of Civil Engineering, Government College of Engineering, Pune, 411 005 Maharashtra, India.

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