278
Views
3
CrossRef citations to date
0
Altmetric
Articles

Effective and scalable modelling of existing non-domestic buildings with radiator system under uncertainty

ORCID Icon, , &
Pages 740-759 | Received 11 Jun 2019, Accepted 26 Aug 2020, Published online: 07 Oct 2020

References

  • ASHRAE. 2004. 2004. ASHRAE Handbook: Heating, Ventilating, and Air-Conditioning: Systems and Equipment: Inch-Pound Edition. Atlanta: The American Society of Heating, Refrigerating and Air-Conditioning Engineers.
  • Brembilla, Christian, Mika Vuolle, Ronny Östin, and Thoms Olofsson. 2017. “Practical Support for Evaluating Efficiency Factors of a Space Heating System in Cold Climates.” Energy Efficiency 10: 1253–1267. doi:10.1007/s12053-017-9506-7.
  • Bres, Aurelien. 2018. “Automated Model Generation for Integrated Building and HVAC Performance Simulation.” Technische Universität Wien.
  • Cho, Heejin, Bing Liu, and Krishnan Gowri. 2010. “Energy Saving Impact of ASHRAE 90.1 Vestibule Requirements: Modeling of Air Infiltration through Door Openings.” PNNL Report: PNNL-20026
  • Cholewa, Tomasz, Alicja Siuta-Olcha, and Constantinos A. Balaras. 2017. “Actual Energy Savings from the Use of Thermostatic Radiator Valves in Residential Buildings – Long Term Field Evaluation.” Energy and Buildings 151: 487–493. doi:10.1016/j.enbuild.2017.06.070.
  • CIBSE. 2005. CIBSE Guide B: Heating, Ventilating, Air Conditioning and Refrigeration. London: The Chartered Institution of Building Services Engineers.
  • CIBSE. 2015. CIBSE AM11: Building Performance Modelling. 2nd ed. London: The Chartered Institution of Building Services Engineers.
  • Crawley, Drury B., Curtis O. Pedersen, Linda K. Lawrie, and Frederick C. Winkelmann. 2000. “EnergyPlus: Energy Simulation Program.” ASHRAE Journal 42 (4): 49–56.
  • Deng, Kun, Prabir Barooah, Prashant G Mehta, and Sean P Meyn. 2010. “Building Thermal Model Reduction via Aggregation of States.” American Control Conference (ACC), 5118–5123. doi:10.1109/ACC.2010.5530470.
  • Dobbs, Justin R., and Brandon M. Hencey. 2012. “A Comparison of Thermal Zone Aggregation Methods.” Proceedings of the IEEE Conference on Decision and Control C, 6938–6944. doi:10.1109/CDC.2012.6425888.
  • Georgescu, Michael, and Igor Mezić. 2015. “Building Energy Modeling: A Systematic Approach to Zoning and Model Reduction Using Koopman Mode Analysis.” Energy and Buildings 86: 794–802. doi:10.1016/j.enbuild.2014.10.046.
  • Heo, Yeonsook, Ruchi Choudhary, and Godfried Augenbroe. 2012. “Calibration of Building Energy Models for Retrofit Analysis Under Uncertainty.” Energy and Buildings 47: 550–560. 10.1016/j.enbuild.2011.12.029.
  • Heo, Yeonsook, Diane J. Graziano, Leah Guzowski, and Ralph T. Muehleisen. 2015. “Evaluation of Calibration Efficacy Under Different Levels of Uncertainty.” Journal of Building Performance Simulation 8 (3): 135–144. doi:10.1080/19401493.2014.896947.
  • Hu, Huafen. 2009. “Risk-Conscious Design of off-Grid Solar Energy Houses.” Georgia Institute of Technology.
  • Huang, Pei, Gongsheng Huang, and Godfried Augenbroe. 2017. “Sizing Heating, Ventilating, and Air-Conditioning Systems Under Uncertainty in Both Load-Demand and Capacity-Supply Side from a Life-Cycle Aspect.” Science and Technology for the Built Environment 23 (2): 367–381. doi:10.1080/23744731.2016.1260409.
  • Kim, Sean Hay. 2011. “Development of Robust Building Energy Demand-Side Control Strategy under Uncertainty.” Georgia Institute of Technology.
  • Kim, Donghun, and James E. Braun. 2014. “A General Approach for Generating Reduced-Order Models for Large Multi-Zone Buildings.” Journal of Building Performance Simulation 1493 (November): 1–14. doi:10.1080/19401493.2014.977952.
  • Lechowska, Agnieszka, and Artur Guzik. 2014. “Model of Unsteady Heat Exchange for Intermittent Heating Taking Into Account Hot Water Radiator Capacity.” Energy and Buildings 76: 176–184. doi:10.1016/j.enbuild.2014.02.062.
  • Lee, Sang Hoon, Tianzhen Hong, Mary Ann Piette, and Sarah C. Taylor-Lange. 2015. “Energy Retrofit Analysis Toolkits for Commercial Buildings: A Review.” Energy 89: 1087–1100. doi:10.1016/j.energy.2015.06.112.
  • Li, Qi, Godfried Augenbroe, and Ralph T. Muehleisen. 2017. “A Framework for Empirical Validation of Building Performance Simulation Under Uncertainty.” In Proceedings of Building Simulation 2017: The 15th Conference of International Building Performance Simulation Association, 631–640. San Francisco: The International Building Performance Simulation Association.
  • Lucon, O., D. Ürge-Vorsatz, A. Zain Ahmed, H. Akbari, P. Bertoldi, L. F. Cabeza, N. Eyre, et al. 2014. “Buildings.” In: Climate Change 2014: Mitigation of Climate Change. Contribution of Working Group III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. doi:10.2753/JES1097-203X330403.
  • Ma, Zhenjun, Paul Cooper, Daniel Daly, and Laia Ledo. 2012. “Existing Building Retrofits: Methodology and State-of-the-Art.” Energy and Buildings 55: 889–902. doi:10.1016/j.enbuild.2012.08.018.
  • Macdonald, Iain. 2002. “Quantifying the Effects of Uncertainty in Building Simulation.” University of Strathclyde.
  • Mahdavi, Ardeshir, and Claus Pröglhöf. 2009. “Toward Empirically-Based Models of People’s Presence and Actions in Buildings.” In Proceedings of Building Simulation 2009: The 11th Conference of International Building Performance Simulation Association, 537–544. Glasgow: The International Building Performance Simulation Association.
  • Mara, Thierry A, and Stefano Tarantola. 2008. “Application of Global Sensitivity Analysis of Model Output to Building Thermal Simulations.” Building Simulation 1 (4): 290–302. doi:10.1007/s12273-008-8129-5.
  • McKay, M. D., R. J. Beckman, and W. J. Conover. 1979. “A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code.” Technometrics 21 (2): 239. doi:10.2307/1268522.
  • Monetti, Valentina, Enrico Fabrizio, and Marco Filippi. 2015. “Impact of Low Investment Strategies for Space Heating Control: Application of Thermostatic Radiators Valves to an Old Residential Building.” Energy and Buildings 95: 202–210. doi:10.1016/j.enbuild.2015.01.001.
  • Myers, Glen E. 1972. “Analytical Methods in Conduction Heat Transfer.” AIChE Journal 18 (4): 879–879. doi:10.1002/aic.690180448.
  • O’Brien, William, Andreas Athienitis, and Ted Kesik. 2011. “Thermal Zoning and Interzonal Airflow in the Design and Simulation of Solar Houses: A Sensitivity Analysis.” Journal of Building Performance Simulation 4 (3): 239–256. doi:10.1080/19401493.2010.528031.
  • Oventrop. 2016. “Thermostatic Radiator Values: Technical Information”.
  • Palomo Del Barrio, Elena, Gilles Lefebvre, Philippe Behar, and Noël Bailly. 2000. “Using Model Size Reduction Techniques for Thermal Control Applications in Buildings.” Energy and Buildings 33 (1): 1–14. doi:10.1016/S0378-7788(00)00060-8.
  • Rijal, H. B., P. Tuohy, M. A. Humphreys, J. F. Nicol, A. Samuel, and J. Clarke. 2007. “Using Results from Field Surveys to Predict the Effect of Open Windows on Thermal Comfort and Energy Use in Buildings.” Energy and Buildings 39 (7): 823–836. doi:10.1016/j.enbuild.2007.02.003.
  • Saltelli, Andrea, Stefano Tarantola, Francesca Campolongo, and Marco Ratto. 2002. Sensitivity Analysis in Practice. Chichester John Wiley & Sons, Ltd. doi:10.1002/0470870958.
  • Sangi, R., R. Streblow, and D. Müller. 2013. “Dynamic Modeling, Simulation and Exergy Analysis of an Innovative Hydronic Heating System.” In Proceedings of the ASME 2013 International Mechanical Engineering Congress and Exposition, 1–7. San Diego, USA: The American Society of Mechanical Engineers.10.1115/IMECE2013-63560.
  • Sarbu, Ioan, and Calin Sebarchievici. 2016. “Performance Evaluation of Radiator and Radiant Floor Heating Systems for an Office Room Connected to a Ground-Coupled Heat Pump.” Energies 9 (4), doi:10.3390/en9040228.
  • Sun, Yuming. 2014. “Closing the Building Energy Performance Gap by Improving Our Predictions.” Georgia Institute of Technology.
  • Sun, Yuming, Li Gu, C. F. Jeff Wu, and Godfried Augenbroe. 2014. “Exploring HVAC System Sizing Under Uncertainty.” Energy and Buildings 81 (October): 243–252. doi:10.1016/j.enbuild.2014.06.026.
  • Sun, Yuming, Yeonsook Heo, Matthias Tan, Huizhi Xie, C. F. Jeff Wu, and Godfried Augenbroe. 2014. “Uncertainty Quantification of Microclimate Variables in Building Energy Models.” Journal of Building Performance Simulation 7 (1): 17–32. doi:10.1080/19401493.2012.757368.
  • Sun, Yuming, Yeonsook Heo, Matthias Tan, Huizhi Xie, C. F. Jeff Wu, and Godfried Augenbroe. 2014. “Uncertainty Quantification of Microclimate Variables in Building Energy Models.” Journal of Building Performance Simulation 7 (1): 17–32. https://doi.org/10.1080/19401493.2012.757368.
  • Tian, Wei, Yeonsook Heo, Pieter de Wilde, Da Yan Zhanyong Li, Cheol Soo Park, Xiaohang Feng, and Godfried Augenbroe. 2018. “A Review of Uncertainty Analysis in Building Energy Assessment.” Renewable and Sustainable Energy Reviews 93 (January 2017): 285–301. doi:10.1016/j.rser.2018.05.029.
  • Vandenbulcke, Roel, Luc Mertens, and Eddy Janssen. 2012. “A Simulation Methodology for Heat and Cold Distribution in Thermo-Hydronic Networks.” Building Simulation 5 (3): 203–217. doi:10.1007/s12273-012-0066-7.
  • Wallentén, Petter. 2001. “Convective Heat Transfer Coefficients in a Full-Scale Room with and Without Furniture.” Building and Environment 36 (6): 743–751. doi:10.1016/S0360-1323(00)00070-6.
  • Walton, George N. 1983. “Thermal Analysis Research Program Reference Manual”.
  • Wang, Qinpeng. 2016. “Accuracy, Validity and Relevance of Probabilistic Building Energy Models.” Georgia Institute of Technology.
  • Wang, Qinpeng, and Godfried Augenbroe. 2017. “Combined Sensitivity Ranking of Input Parameters and Model Forms of Building Energy Simulation.” Building Simulation 2017, 8.
  • Ward, Rebecca, Ruchi Choudhary, Yeonsook Heo, and John Aston. 2017. "A Functional Principal Components Model for Internal Loads in Building Energy Simulation.” In Proceedings of Building Simulation 2017: The 15th Conference of International Building Performance Simulation Association. San Francisco: The International Building Performance Simulation Association
  • Xu, Baoping, Lin Fu, and Hongfa Di. 2008. “Dynamic Simulation of Space Heating Systems with Radiators Controlled by TRVs in Buildings.” Energy and Buildings 40 (9): 1755–1764. doi:10.1016/j.enbuild.2008.03.004.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.