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Quantifying the effects of dust characteristics on the performance of radiative cooling PV systems

Author

Listed:
  • Huang, Maoquan
  • Yang, Rui
  • Tang, G.H.
  • Pu, Jin Huan
  • Sun, Qie
  • Du, Mu

Abstract

Radiative cooling technology addresses the self-heating issue in solar cells, improving power output. However, dust accumulation poses a significant challenge for radiative cooling PV systems. This study theoretically explores the radiative properties and power efficiency of radiative cooling PV systems under dust accumulation, employing the Monte Carlo Ray Tracing method to simulate light transfer through dust with varying characteristics. The influence of dust particle size, coverage area, and solar incidence angle on system performance is examined. Results show that dust accumulation decreases solar transmittance and infrared emissivity of the radiative cooling covers, thereby reducing system efficiency. The effect of highly absorptive dust on the radiative cooling cover is more pronounced than that of non-absorptive dust. For every 1 g/m2 increase in deposition density, the power generation of RC-PVs covered with non-absorptive and absorptive dust accumulation decreases by approximately 0.96% and 4.01%, respectively. Functional relationships have been established between dust density and solar transmittance, infrared emissivity, and power generation. Additionally, optimal cleaning intervals for the systems under different dust conditions are determined. For full-automatic cleaning at a dust accumulation rate of 200 mg/m2/day, the recommended intervals for non-absorptive and absorptive dust are 44.2 and 22.1 days, respectively. These findings provide quantitative relationships between dust accumulation and its impacts on radiative cooling PV systems, highlighting the importance of regular maintenance to optimize system performance and associated costs. The results of this study offer valuable insights for the effective deployment, design, and maintenance of radiative cooling PV systems in practical applications, particularly in dusty environments.

Suggested Citation

  • Huang, Maoquan & Yang, Rui & Tang, G.H. & Pu, Jin Huan & Sun, Qie & Du, Mu, 2025. "Quantifying the effects of dust characteristics on the performance of radiative cooling PV systems," Applied Energy, Elsevier, vol. 377(PD).
    • Handle: RePEc:eee:appene:v:377:y:2025:i:pd:s0306261924020555
    DOI: 10.1016/j.apenergy.2024.124672
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    1. Zhang, Chao & Ma, Yunfeng & Mi, Zengqiang & Yang, Fan & Zhang, Long, 2024. "A rolling-horizon cleaning recommendation system for dust removal of industrial PV panels," Applied Energy, Elsevier, vol. 353(PB).
    2. Zhang, Heng & Zhang, Yong & Liang, Kai & Chen, Haiping, 2021. "Performance study of a combined low-concentration bifacial photovoltaic/thermal system with glass channels," Renewable Energy, Elsevier, vol. 171(C), pages 947-957.
    3. Fan, Siyuan & Wang, Yu & Cao, Shengxian & Sun, Tianyi & Liu, Peng, 2021. "A novel method for analyzing the effect of dust accumulation on energy efficiency loss in photovoltaic (PV) system," Energy, Elsevier, vol. 234(C).
    4. Yao, Wanxiang & Han, Xiao & Huang, Yu & Zheng, Zhimiao & Wang, Yan & Wang, Xiao, 2022. "Analysis of the influencing factors of the dust on the surface of photovoltaic panels and its weakening law to solar radiation — A case study of Tianjin," Energy, Elsevier, vol. 256(C).
    5. Xiao, Yang & Bao, Yanqiong & Yu, Linfeng & Zheng, Xiong & Qin, Guangzhao & Chen, Meijie & He, Maogang, 2023. "Ultra-stable carbon quantum dot nanofluids as excellent spectral beam splitters in PV/T applications," Energy, Elsevier, vol. 273(C).
    6. Dhaouadi, Rached & Al-Othman, Amani & Aidan, Ahmed A. & Tawalbeh, Muhammad & Zannerni, Rawan, 2021. "A characterization study for the properties of dust particles collected on photovoltaic (PV) panels in Sharjah, United Arab Emirates," Renewable Energy, Elsevier, vol. 171(C), pages 133-140.
    7. Diab, Ibrahim & Damianakis, Nikolaos & Chandra-Mouli, Gautham Ram & Bauer, Pavol, 2024. "A shared PV system for transportation and residential loads to reduce curtailment and the need for storage systems," Applied Energy, Elsevier, vol. 353(PB).
    8. Mithhu, Md. Mahamudul Hasan & Rima, Tahmina Ahmed & Khan, M. Ryyan, 2021. "Global analysis of optimal cleaning cycle and profit of soiling affected solar panels," Applied Energy, Elsevier, vol. 285(C).
    9. Po-Ching Hwang, Humble & Ku, Cooper Cheng-Yuan & Chao-Yang Huang, Mason, 2023. "Intelligent cleanup scheme for soiled photovoltaic modules," Energy, Elsevier, vol. 265(C).
    10. Sun, Bo & Lu, Lin & Chen, Jianheng & Ma, Tao & Yuan, Yanping, 2024. "Full-spectrum radiative cooling for enhanced thermal and electrical performance of bifacial solar photovoltaic modules: A nationwide quantitative analysis," Applied Energy, Elsevier, vol. 362(C).
    11. Huang, Jiachen & Zhang, Xuan-kai & Yu, Xiyu & Tang, G.H. & Wang, Xinyu & Du, Mu, 2024. "Scalable self-adaptive radiative cooling film through VO2-based switchable core–shell particles," Renewable Energy, Elsevier, vol. 224(C).
    12. Qu, Jiaqi & Sun, Qiang & Qian, Zheng & Wei, Lu & Zareipour, Hamidreza, 2024. "Fault diagnosis for PV arrays considering dust impact based on transformed graphical features of characteristic curves and convolutional neural network with CBAM modules," Applied Energy, Elsevier, vol. 355(C).
    13. Zhao, Bin & Lu, Kegui & Hu, Mingke & Liu, Jie & Wu, Lijun & Xu, Chengfeng & Xuan, Qingdong & Pei, Gang, 2022. "Radiative cooling of solar cells with micro-grating photonic cooler," Renewable Energy, Elsevier, vol. 191(C), pages 662-668.
    14. Hu, Mingke & Zhao, Bin & Ao, Xianze & Suhendri, & Cao, Jingyu & Wang, Qiliang & Riffat, Saffa & Su, Yuehong & Pei, Gang, 2020. "An analytical study of the nocturnal radiative cooling potential of typical photovoltaic/thermal module," Applied Energy, Elsevier, vol. 277(C).
    15. Ju, Xinyu & Liu, Huawei & Pei, Maoqing & Li, Wenzhi & Lin, Jianqing & Liu, Dongxue & Ju, Xing & Xu, Chao, 2023. "Multi-parameter study and genetic algorithm integrated optimization for a nanofluid-based photovoltaic/thermal system," Energy, Elsevier, vol. 267(C).
    16. Lu, Hao & Zhao, Wenjun, 2018. "Effects of particle sizes and tilt angles on dust deposition characteristics of a ground-mounted solar photovoltaic system," Applied Energy, Elsevier, vol. 220(C), pages 514-526.
    17. Ullah, Asad & Amin, Amir & Haider, Turab & Saleem, Murtaza & Butt, Nauman Zafar, 2020. "Investigation of soiling effects, dust chemistry and optimum cleaning schedule for PV modules in Lahore, Pakistan," Renewable Energy, Elsevier, vol. 150(C), pages 456-468.
    18. Hassani, Samir & Taylor, Robert A. & Mekhilef, Saad & Saidur, R., 2016. "A cascade nanofluid-based PV/T system with optimized optical and thermal properties," Energy, Elsevier, vol. 112(C), pages 963-975.
    19. Yang, Rui & Niu, Dong & Pu, Jin Huan & Tang, G.H. & Wang, Xinyu & Du, Mu, 2022. "Passive all-day freshwater harvesting through a transparent radiative cooling film," Applied Energy, Elsevier, vol. 325(C).
    20. Ramadan J. Mustafa & Mohamed R. Gomaa & Mujahed Al-Dhaifallah & Hegazy Rezk, 2020. "Environmental Impacts on the Performance of Solar Photovoltaic Systems," Sustainability, MDPI, vol. 12(2), pages 1-17, January.
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