Sensitivity analysis on energy performance, thermal and visual discomfort of a prefabricated house in six climate zones in Australia
[Display omitted] •The energy use and indoor comfort of a prefabricated house was investigated.•The TRNSYS model of the house was validated with a set of measured data.•Using the validated model the sensitivities were analysed for six climate zones.•Most sensitive envelope variables and trends again...
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| Published in | Applied energy Vol. 298; p. 117200 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
15.09.2021
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| Subjects | |
| Online Access | Get full text |
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| Abstract | [Display omitted]
•The energy use and indoor comfort of a prefabricated house was investigated.•The TRNSYS model of the house was validated with a set of measured data.•Using the validated model the sensitivities were analysed for six climate zones.•Most sensitive envelope variables and trends against degree days were identified.•Hierarchical cluster analysis created groups of cities with similar sensitivities.
In prefabricated buildings distinctive construction process and lightweight components affect design strategies and consequences. Therefore, to create more sustainable prefabricated buildings, it is important to understand the effects of their envelope parameters on energy performance and indoor environmental quality. Although previous research have investigated the effects of envelope on energy and indoor comfort outputs, the parameters of lightweight prefabricated envelope are not thoroughly considered. This article quantifies the effects of building envelope parameters on the energy use, thermal comfort and daylighting levels of a prefabricated house built in Australia. A building simulation model was developed and validated by comparing predicted with measured indoor temperatures of the house. The baseline performance for evaluation of energy consumption, thermal discomfort hours and daylight unsatisfied hours were carried out using Transient System Simulation (TRNSYS) tool. Series of regression-based sensitivity analyses (SAs) to identify the most sensitive parameters were conducted by coupling TRNSYS, jEPlus and SimLab. Applications in six climate zones were investigated. The important focus areas found by SA in each climate and their corresponding design responses can be applied across ranges of prefabricated building projects if built in similar climatic conditions. SA results revealed window glazing and shading among the most influential parameters on all targeted performance outputs. The relationship between sensitivity levels to energy consumption and degree days indicated that the type of window has a higher impact on the reduction of energy use in the cooling dominated climates while insulation of wall was found a more effective strategy in heating-dominated climates. |
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| AbstractList | [Display omitted]
•The energy use and indoor comfort of a prefabricated house was investigated.•The TRNSYS model of the house was validated with a set of measured data.•Using the validated model the sensitivities were analysed for six climate zones.•Most sensitive envelope variables and trends against degree days were identified.•Hierarchical cluster analysis created groups of cities with similar sensitivities.
In prefabricated buildings distinctive construction process and lightweight components affect design strategies and consequences. Therefore, to create more sustainable prefabricated buildings, it is important to understand the effects of their envelope parameters on energy performance and indoor environmental quality. Although previous research have investigated the effects of envelope on energy and indoor comfort outputs, the parameters of lightweight prefabricated envelope are not thoroughly considered. This article quantifies the effects of building envelope parameters on the energy use, thermal comfort and daylighting levels of a prefabricated house built in Australia. A building simulation model was developed and validated by comparing predicted with measured indoor temperatures of the house. The baseline performance for evaluation of energy consumption, thermal discomfort hours and daylight unsatisfied hours were carried out using Transient System Simulation (TRNSYS) tool. Series of regression-based sensitivity analyses (SAs) to identify the most sensitive parameters were conducted by coupling TRNSYS, jEPlus and SimLab. Applications in six climate zones were investigated. The important focus areas found by SA in each climate and their corresponding design responses can be applied across ranges of prefabricated building projects if built in similar climatic conditions. SA results revealed window glazing and shading among the most influential parameters on all targeted performance outputs. The relationship between sensitivity levels to energy consumption and degree days indicated that the type of window has a higher impact on the reduction of energy use in the cooling dominated climates while insulation of wall was found a more effective strategy in heating-dominated climates. |
| ArticleNumber | 117200 |
| Author | Noguchi, Masa Naji, Sareh Aye, Lu |
| Author_xml | – sequence: 1 givenname: Sareh surname: Naji fullname: Naji, Sareh organization: Renewable Energy and Energy Efficiency Group, Department of Infrastructure Engineering, Faculty of Engineering and Information Technology, The University of Melbourne, Vic 3010, Australia – sequence: 2 givenname: Lu surname: Aye fullname: Aye, Lu email: lua@unimelb.edu.au organization: Renewable Energy and Energy Efficiency Group, Department of Infrastructure Engineering, Faculty of Engineering and Information Technology, The University of Melbourne, Vic 3010, Australia – sequence: 3 givenname: Masa surname: Noguchi fullname: Noguchi, Masa organization: ZEMCH EXD Lab, Faculty of Architecture, Building and Planning, The University of Melbourne, Vic 3010, Australia |
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•The energy use and indoor comfort of a prefabricated house was investigated.•The TRNSYS model of the house was validated with a set of... |
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| SubjectTerms | Building energy performance Daylighting Prefabricated building Sensitivity analysis Thermal comfort |
| Title | Sensitivity analysis on energy performance, thermal and visual discomfort of a prefabricated house in six climate zones in Australia |
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