Main Article Content
Abstract
Semi-transparent photovoltaic (STPV) systems have gained increasing attention for their ability to generate electricity while reducing energy consumption compared to conventional windows, addressing climate and energy challenges. However, STPV systems inherently reduce window transparency, which may compromise occupant visual comfort and satisfaction. This study experimentally investigates occupant satisfaction with crystalline silicon (c-Si) STPV windows at different cell coverage ratios (CCR) in private offices and open spaces using virtual reality (VR) technology validated by the Igroup Presence Questionnaire (IPQ). Forty-five participants evaluated six CCR configurations (0%-50%) across two spatial types. Results show VR environments achieved satisfactory presence levels (IPQ: 70.37% private, 70.06% open), validating the methodology. Occupant satisfaction decreased with increasing CCR in both spaces, from 5.11 to 3.00 (private) and 5.89 to 3.22 (open). Open spaces showed significantly higher satisfaction than private offices for 10%-40% CCR, with convergence at 50% CCR. These findings provide design guidance for optimizing STPV integration while maintaining occupant comfort.
Keywords
Article Details
References
- Elsadek, M., B. Liu, and J. Xie, Window view and relaxation: Viewing green space from a high-rise estate improves urban dwellers’ wellbeing. Urban forestry & urban greening, 2020. 55: p. 126846.http://dx.doi.org/10.1016/j.ufug.2020.126846
- Maghrabie, H.M., et al., Building-integrated photovoltaic/thermal (BIPVT) systems: Applications and challenges. Sustainable energy technologies and assessments, 2021. 45: p. 101151.http://dx.doi.org/10.1016/j.seta.2021.101151
- Jung, S., et al., Optimal planning of a rooftop PV system using GIS-based reinforcement learning. Applied Energy, 2021. 298: p. 117239.http://dx.doi.org/10.1016/j.apenergy.2021.117239
- Razeghi, M., et al., Evaluating the economic impact of solar energy on local industries in Semnan, Iran. Future Sustainability, 2025. 3(1): p. 49-58.http://dx.doi.org/10.55670/fpll.fusus.3.1.5
- Mohamadkhani, M., F. Kowsary, and M. Ghasemi, Techno-economic assessment of fixed solar panels and sun-tracking technology in solar farms in the districts of Tehran and Qazvin in Iran. Future Energy, 2023. 2(3): p. 29-37.http://dx.doi.org/10.55670/fpll.fuen.2.3.4
- Chinazzo, G., et al. Energy performance and occupancy-based analysis of visual and thermal comfort for transmittance level and layout variations of semi-transparent photovoltaics. in Building Simulation 2019. 2019. IBPSA.http://dx.doi.org/10.26868/25222708.2019.210262
- Setyantho, G.R., H. Park, and S. Chang, Multi-criteria performance assessment for semi-transparent photovoltaic windows in different climate contexts. Sustainability, 2021. 13(4): p. 2198.http://dx.doi.org/10.3390/su13042198
- Mangkuto, R.A., M. Rohmah, and A.D. Asri, Design optimisation for window size, orientation, and wall reflectance with regard to various daylight metrics and lighting energy demand: A case study of buildings in the tropics. Applied energy, 2016. 164: p. 211-219.http://dx.doi.org/10.1016/j.apenergy.2015.11.046
- Yu, G., et al., A review on developments and researches of building integrated photovoltaic (BIPV) windows and shading blinds. Renewable and sustainable energy reviews, 2021. 149: p. 111355.http://dx.doi.org/10.1016/j.rser.2021.111355
- Fan, Z., Z. Yang, and L. Yang, Daylight performance assessment of atrium skylight with integrated semi-transparent photovoltaic for different climate zones in China. Building and Environment, 2021. 190: p. 107299.http://dx.doi.org/10.1016/j.buildenv.2020.107299
- Sudan, M. and G. Tiwari, Daylighting and energy performance of a building for composite climate: An experimental study. Alexandria Engineering Journal, 2016. 55(4): p. 3091-3100.http://dx.doi.org/10.1016/j.aej.2016.08.014
- Luo, Y., et al., A comparative study on thermal performance evaluation of a new double skin façade system integrated with photovoltaic blinds. Applied energy, 2017. 199: p. 281-293.http://dx.doi.org/0.1016/j.apenergy.2017.05.026
- Ghosh, A., et al., Visual comfort analysis of semi-transparent perovskite based building integrated photovoltaic window for hot desert climate (Riyadh, Saudi Arabia). Energies, 2021. 14(4): p. 1043.http://dx.doi.org/10.3390/en14041043
- Kamaruzzaman, S.N., et al., Occupants’ satisfaction toward building environmental quality: structural equation modeling approach. Environmental monitoring and assessment, 2015. 187: p. 1-21.http://dx.doi.org/10.1007/s10661-015-4447-0
- Li, X., et al., Optimal design of inhomogeneous semi-transparent photovoltaic windows based on daylight performance and visual characters. Energy and Buildings, 2023. 283: p. 112808.http://dx.doi.org/10.1016/j.enbuild.2023.112808
- Xu, M., et al., State-of-the-art in 360 video/image processing: Perception, assessment and compression. IEEE Journal of Selected Topics in Signal Processing, 2020. 14(1): p. 5-26.http://dx.doi.org/10.1109/JSTSP.2020.2966864
- Hong, T., et al., Occupant responses on satisfaction with window size in physical and virtual built environments. Building and Environment, 2019. 166: p. 106409.http://dx.doi.org/10.1016/j.buildenv.2019.106409
- Yeom, S., et al., Determining the optimal visible light transmittance of semi-transparent photovoltaic considering energy performance and occupants’ satisfaction. Building and Environment, 2023. 231: p. 110042.http://dx.doi.org/10.1016/j.buildenv.2023.110042
- Chen, Z., N. Utaberta, and T.E. Seghier, Optimal Semi-Transparent Photovoltaic (STPV) window based on energy performance, daylighting quality, and occupant satisfaction–A case study of private office in Chengdu China. Energy and Buildings, 2024. 319: p. 114502.http://dx.doi.org/10.1016/j.enbuild.2024.114502
- MOHURD, Standard for design of office building JGJ/T 67-2019. China, 2019.https://www.mohurd.gov.cn/gongkai/zhengce/zhengcefilelib/202004/20200403_244786.html
- MOHURD, Design standard for energy efficiency of public buildings. 2015.https://www.codeofchina.com/standard/GB50189-2015.html
- Berto, R., Exposure to restorative environments helps restore attentional capacity. Journal of environmental psychology, 2005. 25(3): p. 249-259.http://dx.doi.org/10.1016/j.jenvp.2005.07.001
- Markwart, H., et al., Warning messages to modify safety behavior during crisis situations: a virtual reality study. International journal of disaster risk reduction, 2019. 38: p. 101235.http://dx.doi.org/10.1016/j.ijdrr.2019.101235
- George, C., P. Tamunjoh, and H. Hussmann, Invisible boundaries for vr: Auditory and haptic signals as indicators for real world boundaries. IEEE Transactions on Visualization and Computer Graphics, 2020. 26(12): p. 3414-3422.http://dx.doi.org/10.1109/TVCG.2020.3023607
- Melo, M., G. Gonçalves, and M. Bessa, How much presence is enough? qualitative scales for interpreting the igroup presence questionnaire score. IEEE Access, 2023. 11: p. 24675-24685.http://dx.doi.org/10.1109/ACCESS.2023.3254892
- Alamirah, H., M. Schweiker, and E. Azar, Immersive virtual environments for occupant comfort and adaptive behavior research–A comprehensive review of tools and applications. Building and Environment, 2022. 207: p. 108396.http://dx.doi.org/10.1016/j.buildenv.2021.108396
- Gath-Morad, M., et al., Designing affective workplace environments: The impact of typology, contour, ceiling and partition height on cognitive and aesthetic appraisal. Building and Environment, 2024. 265: p. 111928.http://dx.doi.org/10.1016/j.buildenv.2024.111928
- Yeom, S., et al., Analyzing the optimal visible light transmittance of thin-film photovoltaic using experiment with virtual reality and economic assessment. Energy and Buildings, 2023. 296: p. 113380.http://dx.doi.org/10.1016/j.enbuild.2023.113380
- Mustafa, F.A. and S.A. Azeez, Role of office layout typology in saving time and distance spent by users: Case of office buildings in Erbil city. Ain Shams Engineering Journal, 2022. 13(5): p. 101742.http://dx.doi.org/10.1016/j.asej.2022.101742
References
Elsadek, M., B. Liu, and J. Xie, Window view and relaxation: Viewing green space from a high-rise estate improves urban dwellers’ wellbeing. Urban forestry & urban greening, 2020. 55: p. 126846.http://dx.doi.org/10.1016/j.ufug.2020.126846
Maghrabie, H.M., et al., Building-integrated photovoltaic/thermal (BIPVT) systems: Applications and challenges. Sustainable energy technologies and assessments, 2021. 45: p. 101151.http://dx.doi.org/10.1016/j.seta.2021.101151
Jung, S., et al., Optimal planning of a rooftop PV system using GIS-based reinforcement learning. Applied Energy, 2021. 298: p. 117239.http://dx.doi.org/10.1016/j.apenergy.2021.117239
Razeghi, M., et al., Evaluating the economic impact of solar energy on local industries in Semnan, Iran. Future Sustainability, 2025. 3(1): p. 49-58.http://dx.doi.org/10.55670/fpll.fusus.3.1.5
Mohamadkhani, M., F. Kowsary, and M. Ghasemi, Techno-economic assessment of fixed solar panels and sun-tracking technology in solar farms in the districts of Tehran and Qazvin in Iran. Future Energy, 2023. 2(3): p. 29-37.http://dx.doi.org/10.55670/fpll.fuen.2.3.4
Chinazzo, G., et al. Energy performance and occupancy-based analysis of visual and thermal comfort for transmittance level and layout variations of semi-transparent photovoltaics. in Building Simulation 2019. 2019. IBPSA.http://dx.doi.org/10.26868/25222708.2019.210262
Setyantho, G.R., H. Park, and S. Chang, Multi-criteria performance assessment for semi-transparent photovoltaic windows in different climate contexts. Sustainability, 2021. 13(4): p. 2198.http://dx.doi.org/10.3390/su13042198
Mangkuto, R.A., M. Rohmah, and A.D. Asri, Design optimisation for window size, orientation, and wall reflectance with regard to various daylight metrics and lighting energy demand: A case study of buildings in the tropics. Applied energy, 2016. 164: p. 211-219.http://dx.doi.org/10.1016/j.apenergy.2015.11.046
Yu, G., et al., A review on developments and researches of building integrated photovoltaic (BIPV) windows and shading blinds. Renewable and sustainable energy reviews, 2021. 149: p. 111355.http://dx.doi.org/10.1016/j.rser.2021.111355
Fan, Z., Z. Yang, and L. Yang, Daylight performance assessment of atrium skylight with integrated semi-transparent photovoltaic for different climate zones in China. Building and Environment, 2021. 190: p. 107299.http://dx.doi.org/10.1016/j.buildenv.2020.107299
Sudan, M. and G. Tiwari, Daylighting and energy performance of a building for composite climate: An experimental study. Alexandria Engineering Journal, 2016. 55(4): p. 3091-3100.http://dx.doi.org/10.1016/j.aej.2016.08.014
Luo, Y., et al., A comparative study on thermal performance evaluation of a new double skin façade system integrated with photovoltaic blinds. Applied energy, 2017. 199: p. 281-293.http://dx.doi.org/0.1016/j.apenergy.2017.05.026
Ghosh, A., et al., Visual comfort analysis of semi-transparent perovskite based building integrated photovoltaic window for hot desert climate (Riyadh, Saudi Arabia). Energies, 2021. 14(4): p. 1043.http://dx.doi.org/10.3390/en14041043
Kamaruzzaman, S.N., et al., Occupants’ satisfaction toward building environmental quality: structural equation modeling approach. Environmental monitoring and assessment, 2015. 187: p. 1-21.http://dx.doi.org/10.1007/s10661-015-4447-0
Li, X., et al., Optimal design of inhomogeneous semi-transparent photovoltaic windows based on daylight performance and visual characters. Energy and Buildings, 2023. 283: p. 112808.http://dx.doi.org/10.1016/j.enbuild.2023.112808
Xu, M., et al., State-of-the-art in 360 video/image processing: Perception, assessment and compression. IEEE Journal of Selected Topics in Signal Processing, 2020. 14(1): p. 5-26.http://dx.doi.org/10.1109/JSTSP.2020.2966864
Hong, T., et al., Occupant responses on satisfaction with window size in physical and virtual built environments. Building and Environment, 2019. 166: p. 106409.http://dx.doi.org/10.1016/j.buildenv.2019.106409
Yeom, S., et al., Determining the optimal visible light transmittance of semi-transparent photovoltaic considering energy performance and occupants’ satisfaction. Building and Environment, 2023. 231: p. 110042.http://dx.doi.org/10.1016/j.buildenv.2023.110042
Chen, Z., N. Utaberta, and T.E. Seghier, Optimal Semi-Transparent Photovoltaic (STPV) window based on energy performance, daylighting quality, and occupant satisfaction–A case study of private office in Chengdu China. Energy and Buildings, 2024. 319: p. 114502.http://dx.doi.org/10.1016/j.enbuild.2024.114502
MOHURD, Standard for design of office building JGJ/T 67-2019. China, 2019.https://www.mohurd.gov.cn/gongkai/zhengce/zhengcefilelib/202004/20200403_244786.html
MOHURD, Design standard for energy efficiency of public buildings. 2015.https://www.codeofchina.com/standard/GB50189-2015.html
Berto, R., Exposure to restorative environments helps restore attentional capacity. Journal of environmental psychology, 2005. 25(3): p. 249-259.http://dx.doi.org/10.1016/j.jenvp.2005.07.001
Markwart, H., et al., Warning messages to modify safety behavior during crisis situations: a virtual reality study. International journal of disaster risk reduction, 2019. 38: p. 101235.http://dx.doi.org/10.1016/j.ijdrr.2019.101235
George, C., P. Tamunjoh, and H. Hussmann, Invisible boundaries for vr: Auditory and haptic signals as indicators for real world boundaries. IEEE Transactions on Visualization and Computer Graphics, 2020. 26(12): p. 3414-3422.http://dx.doi.org/10.1109/TVCG.2020.3023607
Melo, M., G. Gonçalves, and M. Bessa, How much presence is enough? qualitative scales for interpreting the igroup presence questionnaire score. IEEE Access, 2023. 11: p. 24675-24685.http://dx.doi.org/10.1109/ACCESS.2023.3254892
Alamirah, H., M. Schweiker, and E. Azar, Immersive virtual environments for occupant comfort and adaptive behavior research–A comprehensive review of tools and applications. Building and Environment, 2022. 207: p. 108396.http://dx.doi.org/10.1016/j.buildenv.2021.108396
Gath-Morad, M., et al., Designing affective workplace environments: The impact of typology, contour, ceiling and partition height on cognitive and aesthetic appraisal. Building and Environment, 2024. 265: p. 111928.http://dx.doi.org/10.1016/j.buildenv.2024.111928
Yeom, S., et al., Analyzing the optimal visible light transmittance of thin-film photovoltaic using experiment with virtual reality and economic assessment. Energy and Buildings, 2023. 296: p. 113380.http://dx.doi.org/10.1016/j.enbuild.2023.113380
Mustafa, F.A. and S.A. Azeez, Role of office layout typology in saving time and distance spent by users: Case of office buildings in Erbil city. Ain Shams Engineering Journal, 2022. 13(5): p. 101742.http://dx.doi.org/10.1016/j.asej.2022.101742