Enhancement of the Energy Performance of an Existing Building Using a Parametric Approach
Publication: Journal of Energy Engineering
Volume 149, Issue 1
Abstract
According to the European Union, buildings account for 40% of overall energy use and 36% of emissions, with existing energy-inefficient buildings the main source of losses. Efforts to enhance the thermal comfortability of users in buildings can result in overheating if not appropriately designed, which in turn could lead to health issues as well as continual emission of greenhouse gases. To provide further insights into this dilemma and contribute to improving energy-efficient building designs, we undertake a new modeling technique encompassing a complete analysis of the existing building 3D model as well as solar radiation behavior on buildings. The technique involves 3D building information modeling (3D BIM) that is reconstructed using computer-aided design (CAD). Ladybug and Honeybee plugins for Grasshopper for Rhino are then used to evaluate environmental and building performance using the energy plus weather (EPW) file of Wuhan city, China, as a case study. An assessment of ‘with’ and ‘without’ built architectural surroundings contexts is also carried out in relation to summer and winter solstices. An overall change of approximately 29.56% is observed between ‘with’ and ‘without’ surrounding contexts, which suggests that both have a significant influence on the solar potential of individual buildings. Investigation of internal and external thermal energy consumption behaviors in relation to building comfort lead us to suggest an optimized smart solution which is validated using our case study site in Wuhan. Our findings suggest that the building energy lifespan can be increased while reducing environmental consequences if an estimated 50% of monthly energy savings are made. The findings of this study provide useful insights for decision-makers, engineers, and designers of energy-efficient buildings.
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Data Availability Statement
All data, models, and code generated or used during the study appear in the published article.
Acknowledgments
This study is supported by the National Key R&D Program of China (2016YFB0502203).
References
Akanbi, T., O. W. Chong, and J. Zhang. 2022. “Semi-automated conversion of 2D orthographic views of wood building components to 3D information models.” In Proc., Construction Research Congress, 995–1003. Reston, VA: ASCE.
Aksamija, A. 2018. “Methods for integrating parametric design with building performance analysis.” In Proc., ARCC Conf. Repository. Philadelphia: Drexel Univ.
Alammar, A., W. Jabi, and S. Lannon. 2021. Predicting incident solar radiation on building’s envelope using machine learning. Cardiff, UK: Online Research United Kingdom.
Al-Naghi, A. A. A., M. K. Rahman, O. S. B. Al-Amoudi, and S. U. Al-Dulaijan. 2020. “Thermal performance evaluation of walls with AAC blocks, insulating plaster, and reflective coating.” J. Energy Eng. 146 (2): 04019040. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000636.
Araya-Muñoz, D., D. Carvajal, A. Sáez-Carreño, S. Bensaid, and E. Soto-Márquez. 2014. “Assessing the solar potential of roofs in Valparaíso (Chile).” Energy Build. 69 (Feb): 62–73. https://doi.org/10.1016/j.enbuild.2013.10.014.
Asl, M. R., S. Zarrinmehr, M. Bergin, and W. Yan. 2015. “BPOpt: A framework for BIM-based performance optimization.” Energy Build. 108 (Dec): 401–412. https://doi.org/10.1016/j.enbuild.2015.09.011.
Bacha, C. B., and F. Bourbia. 2016. “Effect of kinetic facades on energy efficiency in office buildings-hot dry climates.” In Proc., 11th Conf. on Advanced Building Skins, 458–468. Lyon, France: HAL Open Science.
Balaban, O., and J. A. P. de Oliveira. 2017. “Sustainable buildings for healthier cities: Assessing the co-benefits of green buildings in Japan.” J. Cleaner Prod. 163 (Oct): S68–S78. https://doi.org/10.1016/j.jclepro.2016.01.086.
Beyhan, F., and S. A. Selçuk. 2017. “3D printing in architecture: One step closer to a sustainable built environment.” In Proc., 3rd Int. Sustainable Buildings Symp., 253–268. New York: Springer.
Biagini, C., P. Capone, V. Donato, and N. Facchini. 2016. “Towards the BIM implementation for historical building restoration sites.” Autom. Constr. 71 (Nov): 74–86. https://doi.org/10.1016/j.autcon.2016.03.003.
Biljecki, F., H. Ledoux, and J. Stoter. 2017. “Does a finer level of detail of a 3D city model bring an improvement for estimating shadows?” In Advances in 3D geoinformation, 31–47. New York: Springer.
Catita, C., P. Redweik, J. Pereira, and M. C. Brito. 2014. “Extending solar potential analysis in buildings to vertical facades.” Comput. Geosci. 66 (Mar): 1–12. https://doi.org/10.1016/j.cageo.2014.01.002.
Chokor, A., and M. El Asmar. 2017. “Data-driven approach to investigate the energy consumption of LEED-certified research buildings in climate zone 2B.” J. Energy Eng. 143 (2): 05016006. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000405.
Chukwu, D. U., E. A. Anaele, H. O. Omeje, and I. B. Ohanu. 2019. “Adopting green building constructions in developing countries through capacity building strategy: Survey of Enugu State, Nigeria.” Sustainable Build. 4 (Dec): 4. https://doi.org/10.1051/sbuild/2019004.
Costanzo, V., R. Yao, E. Essah, L. Shao, M. Shahrestani, A. C. Oliveira, M. Araz, A. Hepbasli, and E. Biyik. 2018. “A method of strategic evaluation of energy performance of building integrated photovoltaic in the urban context.” J. Cleaner Prod. 184 (May): 82–91. https://doi.org/10.1016/j.jclepro.2018.02.139.
Dall, G., A. Zichi, and M. Torri. 2020. “Green BIM and CIM: Sustainable planning using building information modelling.” In Green planning for cities and communities, 383–409. Cham, Switzerland: Springer.
de Sousa Freitas, J., J. Cronemberger, R. M. Soares, and C. N. D. Amorim. 2020. “Modeling and assessing BIPV envelopes using parametric Rhinoceros plugins Grasshopper and Ladybug.” Renewable Energy 160 (Nov): 1468–1479. https://doi.org/10.1016/j.renene.2020.05.137.
Desthieux, G., C. Carneiro, R. Camponovo, P. Ineichen, E. Morello, A. Boulmier, N. Abdennadher, S. Dervey, and C. Ellert. 2018. “Solar energy potential assessment on rooftops and facades in large built environments based on Lidar data, image processing, and cloud computing. Methodological background, application, and validation in Geneva (solar cadaster).” Front. Built Environ. 4 (Mar): 14. https://doi.org/10.3389/fbuil.2018.00014.
Dong, K., R. Sun, H. Jiang, and X. Zeng. 2018. “CO2 emissions, economic growth, and the environmental Kuznets curve in China: What roles can nuclear energy and renewable energy play?” J. Cleaner Prod. 196 (Sep): 51–63. https://doi.org/10.1016/j.jclepro.2018.05.271.
Dwaikat, L. N., and K. N. Ali. 2016. “Green buildings cost premium: A review of empirical evidence.” Energy Build. 110 (Jan): 396–403. https://doi.org/10.1016/j.enbuild.2015.11.021.
Ehsan, M., A. Somayeh, and B. Djamel. 2018. Framework for energy-efficient building envelope design optimization tool. Reston, VA: ASCE.
Eltaweel, A., and S. U. Yuehong. 2017. “Parametric design and daylighting: A literature review.” Renewable Sustainable Energy Rev. 73 (Jun): 1086–1103. https://doi.org/10.1016/j.rser.2017.02.011.
Esen, H., M. Esen, and O. Ozsolak. 2017. “Modelling and experimental performance analysis of solar-assisted ground source heat pump system.” J. Exp. Theor. Artif. Intell. 29 (1): 1–17. https://doi.org/10.1080/0952813X.2015.1056242.
Esen, H., M. Inalli, and M. Esen. 2007. “A techno-economic comparison of ground-coupled and air-coupled heat pump system for space cooling.” Build. Environ. 42 (5): 1955–1965. https://doi.org/10.1016/j.buildenv.2006.04.007.
Esen, M., and T. Yuksel. 2013. “Experimental evaluation of using various renewable energy sources for heating a greenhouse.” Energy Build. 65 (Jun): 340–351. https://doi.org/10.1016/j.enbuild.2013.06.018.
Feng, R., J. Li, and X. Li. 2016. “Performance study of external wall insulation and a hybrid energy supply system for a rural residential building.” J. Energy Eng. 142 (4): 05016003. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000366.
Fernandez, N., S. Katipamula, and R. M. Underhill. 2017. “Optimizing control of dedicated outdoor air systems with energy recovery in commercial buildings.” J. Energy Eng. 143 (1): 05016004. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000368.
Foroughi, R. 2018. New approach in designing a kinetic window shading using simulation-based optimization method. State College, PA: Pennsylvania State Univ.
Gautam, B. R., F. Li, and G. Ru. 2015. “Assessment of urban roof top solar photovoltaic potential to solve power shortage problem in Nepal.” Energy Build. 86 (Jan): 735–744. https://doi.org/10.1016/j.enbuild.2014.10.038.
GhaffarianHoseini, A., T. Zhang, O. Nwadigo, A. GhaffarianHoseini, N. Naismith, J. Tookey, and K. Raahemifar. 2017. “Application of nD BIM integrated knowledge-based building management system (BIM-IKBMS) for inspecting post-construction energy efficiency.” Renewable Sustainable Energy Rev. 72 (Jun): 935–949. https://doi.org/10.1016/j.rser.2016.12.061.
Gomaa, M., T. Farghaly, and Z. EL Sayad. 2021. “Optimizing a life cycle assessment-based design decision support system towards eco-conscious architecture.” WIT Trans. Eng. Sci. 130 (Jul): 39–50. https://doi.org/10.2495/CMEM210041.
Gottschall, J., B. Gribben, D. Stein, and I. Würth. 2017. “Floating Lidar as an advanced offshore wind speed measurement technique: Current technology status and gap analysis in regard to full maturity.” Wiley Interdiscip. Rev.: Energy Environ. 6 (5): e250. https://doi.org/10.1002/wene.250.
Guo, J., G. Han, Y. Xie, Z. Cai, and Y. Zhao. 2020. “Exploring the relationships between urban spatial form factors and land surface temperature in mountainous area: A case study in Chongqing city, China.” Sustainable Cities Soc. 61 (Oct): 102286. https://doi.org/10.1016/j.scs.2020.102286.
Haruna, A., N. Shafiq, and O. A. Montasir. 2021. “Building information modelling application for developing sustainable building (multi criteria decision making approach).” Ain Shams Eng. J. 12 (1): 293–302. https://doi.org/10.1016/j.asej.2020.06.006.
Huovila, A., P. Bosch, and M. Airaksinen. 2019. “Comparative analysis of standardized indicators for Smart sustainable cities: What indicators and standards to use and when?” Cities 89 (Jun): 141–153. https://doi.org/10.1016/j.cities.2019.01.029.
Jakica, N. 2018. “State-of-the-art review of solar design tools and methods for assessing daylighting and solar potential for building-integrated photovoltaics.” Renewable Sustainable Energy Rev. 81 (Jan): 1296–1328. https://doi.org/10.1016/j.rser.2017.05.080.
Jamar, A., Z. A. A. Majid, W. H. Azmi, M. Norhafana, and A. A. Razak. 2016. “A review of water heating system for solar energy applications.” Int. Commun. Heat Mass Transfer 76 (Aug): 178–187. https://doi.org/10.1016/j.icheatmasstransfer.2016.05.028.
Kensek, K. 2015. “Visual programming for building information modeling: Energy and shading analysis case studies.” J. Green Build. 10 (4): 28–43. https://doi.org/10.3992/jgb.10.4.28.
Kim, J. B., W. Jeong, M. J. Clayton, J. S. Haberl, and W. Yan. 2015. “Developing a physical BIM library for building thermal energy simulation.” Autom. Constr. 50 (Feb): 16–28. https://doi.org/10.1016/j.autcon.2014.10.011.
Kota, S., J. S. Haberl, M. J. Clayton, and W. Yan. 2014. “Building information modeling (BIM)-based daylighting simulation and analysis.” Energy Build. 81 (Oct): 391–403. https://doi.org/10.1016/j.enbuild.2014.06.043.
Langnel, Z., and G. B. Amegavi. 2020. “Globalization, electricity consumption and ecological footprint: An autoregressive distributive lag (ARDL) approach.” Sustainable Cities Soc. 63 (Dec): 102482. https://doi.org/10.1016/j.scs.2020.102482.
Lima, I., V. Scalco, and R. Lamberts. 2019. “Estimating the impact of urban densification on high-rise office building cooling loads in a hot and humid climate.” Energy Build. 182 (Jan): 30–44. https://doi.org/10.1016/j.enbuild.2018.10.019.
Luo, Y., L. Zhang, X. Wang, L. Xie, Z. Liu, J. Wu, Y. Zhang, and X. He. 2017. “A comparative study on thermal performance evaluation of a new double skin façade system integrated with photovoltaic blinds.” Appl. Energy 199 (Aug): 281–293. https://doi.org/10.1016/j.apenergy.2017.05.026.
Lupato, G., and M. Manzan. 2019. “Italian TRYs: New weather data impact on building energy simulations.” Energy Build. 185 (Feb): 287–303. https://doi.org/10.1016/j.enbuild.2018.12.001.
Machete, R., A. P. Falcão, M. G. Gomes, and A. M. Rodrigues. 2018. “The use of 3D GIS to analyse the influence of urban context on buildings’ solar energy potential.” Energy Build. 177 (Oct): 290–302. https://doi.org/10.1016/j.enbuild.2018.07.064.
Majeed, A., L. Wang, X. Zhang, and D. Kirikkaleli. 2021. “Modeling the dynamic links among natural resources, economic globalization, disaggregated energy consumption, and environmental quality: Fresh evidence from GCC economies.” Resour. Policy 73 (Oct): 102204. https://doi.org/10.1016/j.resourpol.2021.102204.
Mohajeri, N., G. Upadhyay, A. Gudmundsson, D. Assouline, J. Kämpf, and J.-L. Scartezzini. 2016. “Effects of urban compactness on solar energy potential.” Renewable Energy 93 (Mar): 469–482. https://doi.org/10.1016/j.renene.2016.02.053.
Moldovan, M. D., I. Visa, and A. Duta. 2017. “Enhanced sustainable cooling for low energy office buildings in continental temperate climate.” J. Energy Eng. 143 (5): 04017054. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000485.
Najjar, M., K. Figueiredo, A. W. A. Hammad, and A. Haddad. 2019. “Integrated optimization with building information modeling and life cycle assessment for generating energy efficient buildings.” Appl. Energy 250 (Sep): 1366–1382. https://doi.org/10.1016/j.apenergy.2019.05.101.
Nugroho, N. Y., S. Triyadi, and S. Wonorahardjo. 2022. “Effect of high-rise buildings on the surrounding thermal environment.” Build. Environ. 207 (Jan): 108393. https://doi.org/10.1016/j.buildenv.2021.108393.
Omer, M. A. B., and T. Noguchi. 2020. “A conceptual framework for understanding the contribution of building materials in the achievement of Sustainable Development Goals (SDGs).” Sustainable Cities Soc. 52 (Mar): 101869. https://doi.org/10.1016/j.scs.2019.101869.
Papadopoulos, S., B. Bonczak, and C. E. Kontokosta. 2017. “Spatial and geographic patterns of building energy performance: A cross-city comparative analysis of large-scale data.” In Proc., 2017 Int. Conf. Sustainable Infrastructure Technology ICSI 2017, 336–348. Reston, VA: ASCE.
Park, M.-K., J.-M. Lee, W.-H. Kang, C.-H. Kim, and K. H. Lee. 2020. “Air-handling-unit discharge air temperature reset based on outdoor air temperature and cooling energy performance in an office building.” J. Energy Eng. 146 (3): 04020013. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000660.
Peronato, G., J. H. Kämpf, E. Rey, and M. Andersen. 2017. Integrating urban energy simulation in a parametric environment: A Grasshopper interface for CitySim. Lausanne, Switzerland: Infoscience EPFL Scientific Publications.
Reinhart, C. F., and S. Herkel. 2000. “The simulation of annual daylight illuminance distributions—A state-of-the-art comparison of six RADIANCE-based methods.” Energy Build. 32 (2): 167–187. https://doi.org/10.1016/S0378-7788(00)00042-6.
Rey-Hernández, J. M., J. F. San José-Alonso, E. Velasco-Gómez, C. Yousif, and F. J. Rey-Martínez. 2020. “Performance analysis of a hybrid ventilation system in a near zero energy building.” Build. Environ. 185 (Jun): 107265. https://doi.org/10.1016/j.buildenv.2020.107265.
Rupp, R. F., T. Parkinson, J. Kim, J. Toftum, and R. de Dear. 2022. “The impact of occupant’s thermal sensitivity on adaptive thermal comfort model.” Build. Environ. 207 (Jan): 108517. https://doi.org/10.1016/j.buildenv.2021.108517.
Safari, A., R. Saidur, F. A. Sulaiman, Y. Xu, and J. Dong. 2017. “A review on supercooling of Phase Change Materials in thermal energy storage systems.” Renewable Sustainable Energy Rev. 70 (Apr): 905–919. https://doi.org/10.1016/j.rser.2016.11.272.
Sahlol, D. G., E. Elbeltagi, M. Elzoughiby, and M. Abd Elrahman. 2021. “Sustainable building materials assessment and selection using system dynamics.” J. Build. Eng. 35 (May): 101978. https://doi.org/10.1016/j.jobe.2020.101978.
Sakin, M., and Y. C. Kiroglu. 2017. “3D printing of buildings: Construction of the sustainable houses of the future by BIM.” Energy Procedia 134 (Oct): 702–711. https://doi.org/10.1016/j.egypro.2017.09.562.
Sanhudo, L., N. M. M. Ramos, J. P. Martins, R. M. S. F. Almeida, E. Barreira, M. L. Simões, and V. Cardoso. 2018. “Building information modeling for energy retrofitting—A review.” Renewable Sustainable Energy Rev. 89 (Jun): 249–260. https://doi.org/10.1016/j.rser.2018.03.064.
Santos, L., S. Schleicher, and L. Caldas. 2017. “Automation of CAD models to BEM models for performance based goal-oriented design methods.” Build. Environ. 112 (Feb): 144–158. https://doi.org/10.1016/j.buildenv.2016.10.015.
Saretta, E., P. Caputo, and F. Frontini. 2019. “A review study about energy renovation of building facades with BIPV in urban environment.” Sustainable Cities Soc. 44 (Jan): 343–355. https://doi.org/10.1016/j.scs.2018.10.002.
Shahsavari, A., and M. Akbari. 2018. “Potential of solar energy in developing countries for reducing energy-related emissions.” Renewable Sustainable Energy Rev. 90 (Jun): 275–291. https://doi.org/10.1016/j.rser.2018.03.065.
Sharma, K., V. Kumar, D. S. Bisht, and H. Garg. 2021. “Comparative study of acrylic flat plate and dome shaped collector for summer and winter solstice conditions.” Mater. Today: Proc. 45 (Jan): 5489–5493. https://doi.org/10.1016/j.matpr.2021.02.200.
Tabadkani, A., A. Roetzel, H. X. Li, A. Tsangrassoulis, and S. Attia. 2021. “Analysis of the impact of automatic shading control scenarios on occupant’s comfort and energy load.” Appl. Energy 294 (Jul): 116904. https://doi.org/10.1016/j.apenergy.2021.116904.
Tushar, Q., M. A. Bhuiyan, G. Zhang, and T. Maqsood. 2021. “An integrated approach of BIM-enabled LCA and energy simulation: The optimized solution towards sustainable development.” J. Cleaner Prod. 289 (Mar): 125622. https://doi.org/10.1016/j.jclepro.2020.125622.
Waqas, H., L. Lu, A. Tariq, Q. Li, M. F. Baqa, J. Xing, and A. Sajjad. 2021. “Flash flood susceptibility assessment and zonation using an integrating analytic hierarchy process and frequency ratio model for the Chitral District, Khyber Pakhtunkhwa, Pakistan.” Water 13 (12): 1650. https://doi.org/10.3390/w13121650.
Wu, Z., Y. Ren, and L. Chen. 2021. “Evaluating urban geometry impacts on incident solar radiation on building envelopes.” Environ. Model. Assess. 26 (1): 113–123. https://doi.org/10.1007/s10666-020-09707-9.
Xu, H., J. Feng, and S. Li. 2014. “Users-orientated evaluation of building information model in the Chinese construction industry.” Autom. Constr. 39 (Apr): 32–46. https://doi.org/10.1016/j.autcon.2013.12.004.
Yan, B., X. Meng, J. Ouyang, and E. Long. 2021. “Impact of occupant behavior on thermal performance of the typical-composite walls of a building.” J. Energy Eng. 147 (5): 04021039. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000788.
Yi, H. 2014. “Automated generation of optimised building envelope: Simulation based multi-objective process using evolutionary algorithm.” Int. J. Sustainable Build. Technol. Urban Dev. 5 (3): 159–170. https://doi.org/10.1080/2093761X.2014.906333.
Zhang, S., Y. Fu, X. Yang, and W. Xu. 2021. “Assessment of mid-to-long term energy saving impacts of nearly zero energy building incentive policies in cold region of China.” Energy Build. 241 (Mar): 110938. https://doi.org/10.1016/j.enbuild.2021.110938.
Zheng, D., L. Yu, and L. Wang. 2019. “Research on large-scale building energy efficiency retrofit based on energy consumption investigation and energy-saving potential analysis.” J. Energy Eng. 145 (6): 04019024. https://doi.org/10.1061/(ASCE)EY.1943-7897.0000618.
Zhou, P., and N. El-Gohary. 2018. “Automated matching of design information in BIM to regulatory information in energy codes.” In Proc., Construction Research Congress 2018, 75–85. Reston, VA: ASCE.
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Journal of Energy Engineering
Volume 149 • Issue 1 • February 2023
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© 2022 American Society of Civil Engineers.
History
Received: Apr 8, 2022
Accepted: Sep 24, 2022
Published online: Nov 28, 2022
Published in print: Feb 1, 2023
Discussion open until: Apr 28, 2023
ASCE Technical Topics:
- Architectural engineering
- Building design
- Building information modeling
- Building management
- Buildings
- Case studies
- Computer aided design
- Design (by type)
- Energy efficiency
- Energy engineering
- Engineering fundamentals
- Methodology (by type)
- Models (by type)
- Research methods (by type)
- Smart buildings
- Structural engineering
- Structures (by type)
- Three-dimensional models
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