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A Review of the Effects of Haze on Solar Photovoltaic Performance

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  • Sadat, Seyyed Ali
  • Hoex, Bram
  • Pearce, Joshua M.

Abstract

Solar photovoltaic (PV) deployments are growing rapidly to provide a sustainable source of electricity, but their output is strongly impacted by environmental phenomena such as soiling and low irradiance conditions induced by haze from urban sources, dust, and bushfire smoke. This review examines the effects of haze on PV performance, highlights significant results, and identifies apparent research gaps in the current literature. In addition to the severe health issues caused by industrial exhausted aerosol, dust storms particles, and bushfire smoke, reduction in irradiance (in some cases up to 80%) is the most dominant impact of these sources of haze. Haze also causes changes in the received solar spectrum, and higher bandgap PV materials are more affected by the presence of haze and aerosols in the atmosphere by 20-40% than low bandgap semiconductors. In many cities throughout the world, pollution-related haze causes substantial annual revenue loss to PV operators. In addition, haze imposes severe effects on direct irradiance; therefore, tracking systems and concentrated PV systems are most affected. These technical impacts of haze all indicate the need for careful customization of PV systems for specific locations. In addition, to increase global PV output, it is clear that air pollution control regulations such as China’s national policies against air pollution and eco-friendly international actions such as COP26 should be employed and executed. Further studies are needed including indoor experiments, forecasting future implications of aerosols on PV energy conversion, and performing energy policy analysis to identify associated challenges and propose practical strategies.

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  • Sadat, Seyyed Ali & Hoex, Bram & Pearce, Joshua M., 2022. "A Review of the Effects of Haze on Solar Photovoltaic Performance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    • Handle: RePEc:eee:rensus:v:167:y:2022:i:c:s1364032122006803
    DOI: 10.1016/j.rser.2022.112796
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    as
    1. Alexis S. Pascaris & Joshua M. Pearce, 2020. "U.S. Greenhouse Gas Emission Bottlenecks: Prioritization of Targets for Climate Liability," Energies, MDPI, vol. 13(15), pages 1-28, August.
    2. Del Hoyo, Mirko & Rondanelli, Roberto & Escobar, Rodrigo, 2020. "Significant decrease of photovoltaic power production by aerosols. The case of Santiago de Chile," Renewable Energy, Elsevier, vol. 148(C), pages 1137-1149.
    3. Hyndman, Rob J. & Khandakar, Yeasmin, 2008. "Automatic Time Series Forecasting: The forecast Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i03).
    4. João Paulo N. Torres & Carlos A. F. Fernandes & João Gomes & Bonfiglio Luc & Giovinazzo Carine & Olle Olsson & P. J. Costa Branco, 2018. "Effect of Reflector Geometry in the Annual Received Radiation of Low Concentration Photovoltaic Systems," Energies, MDPI, vol. 11(7), pages 1-15, July.
    5. Zhong, Hong & Hu, Yan & Wang, Yuanhao & Yang, Hongxing, 2017. "TiO2/silane coupling agent composed of two layers structure: A super-hydrophilic self-cleaning coating applied in PV panels," Applied Energy, Elsevier, vol. 204(C), pages 932-938.
    6. Prehoda, Emily W. & Pearce, Joshua M., 2017. "Potential lives saved by replacing coal with solar photovoltaic electricity production in the U.S," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 710-715.
    7. Branker, K. & Pathak, M.J.M. & Pearce, J.M., 2011. "A review of solar photovoltaic levelized cost of electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4470-4482.
    8. Zagouras, Athanassios & Kolovos, Alexander & Coimbra, Carlos F.M., 2015. "Objective framework for optimal distribution of solar irradiance monitoring networks," Renewable Energy, Elsevier, vol. 80(C), pages 153-165.
    9. Asl-Soleimani, E & Farhangi, S & Zabihi, M.S, 2001. "The effect of tilt angle, air pollution on performance of photovoltaic systems in Tehran," Renewable Energy, Elsevier, vol. 24(3), pages 459-468.
    10. Rodrigo, Pedro M. & Gutiérrez, Sebastián & Micheli, Leonardo & Fernández, Eduardo F. & Almonacid, Florencia, 2020. "Optimum cleaning schedule of photovoltaic systems based on levelised cost of energy and case study in central Mexico," MPRA Paper 104173, University Library of Munich, Germany.
    11. Feldman, David & Jones-Albertus, Rebecca & Margolis, Robert, 2020. "Quantifying the impact of R&D on PV project financing costs," Energy Policy, Elsevier, vol. 142(C).
    12. Yufeng Chen & Zhitao Zhu, 2022. "Liability Structure and Carbon Emissions Abatement: Evidence from Chinese Manufacturing Enterprises," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(2), pages 481-507, October.
    13. Fay H. Johnston & Nicolas Borchers-Arriagada & Geoffrey G. Morgan & Bin Jalaludin & Andrew J. Palmer & Grant J. Williamson & David M. J. S. Bowman, 2021. "Unprecedented health costs of smoke-related PM2.5 from the 2019–20 Australian megafires," Nature Sustainability, Nature, vol. 4(1), pages 42-47, January.
    14. Reno, Matthew J. & Hansen, Clifford W., 2016. "Identification of periods of clear sky irradiance in time series of GHI measurements," Renewable Energy, Elsevier, vol. 90(C), pages 520-531.
    15. Rojas, Redlich García & Alvarado, Natalia & Boland, John & Escobar, Rodrigo & Castillejo-Cuberos, Armando, 2019. "Diffuse fraction estimation using the BRL model and relationship of predictors under Chilean, Costa Rican and Australian climatic conditions," Renewable Energy, Elsevier, vol. 136(C), pages 1091-1106.
    16. Bart Sweerts & Stefan Pfenninger & Su Yang & Doris Folini & Bob Zwaan & Martin Wild, 2019. "Author Correction: Estimation of losses in solar energy production from air pollution in China since 1960 using surface radiation data," Nature Energy, Nature, vol. 4(8), pages 718-718, August.
    17. Jennifer A. Burney, 2020. "The downstream air pollution impacts of the transition from coal to natural gas in the United States," Nature Sustainability, Nature, vol. 3(2), pages 152-160, February.
    18. Pfenninger, Stefan & Staffell, Iain, 2016. "Long-term patterns of European PV output using 30 years of validated hourly reanalysis and satellite data," Energy, Elsevier, vol. 114(C), pages 1251-1265.
    19. Pawluk, Robert E. & Chen, Yuxiang & She, Yuntong, 2019. "Photovoltaic electricity generation loss due to snow – A literature review on influence factors, estimation, and mitigation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 107(C), pages 171-182.
    20. Luke J. Harrington & Friederike E. L Otto, 2019. "Attributable damage liability in a non-linear climate," Climatic Change, Springer, vol. 153(1), pages 15-20, March.
    21. Saidan, Motasem & Albaali, Abdul Ghani & Alasis, Emil & Kaldellis, John K., 2016. "Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment," Renewable Energy, Elsevier, vol. 92(C), pages 499-505.
    22. Deshmukh, Swaraj Sanjay & Pearce, Joshua M., 2021. "Electric vehicle charging potential from retail parking lot solar photovoltaic awnings," Renewable Energy, Elsevier, vol. 169(C), pages 608-617.
    23. Martin Wild, 2016. "Decadal changes in radiative fluxes at land and ocean surfaces and their relevance for global warming," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 7(1), pages 91-107, January.
    24. Nick Middleton & Utchang Kang, 2017. "Sand and Dust Storms: Impact Mitigation," Sustainability, MDPI, vol. 9(6), pages 1-22, June.
    25. Bart Sweerts & Stefan Pfenninger & Su Yang & Doris Folini & Bob Zwaan & Martin Wild, 2019. "Estimation of losses in solar energy production from air pollution in China since 1960 using surface radiation data," Nature Energy, Nature, vol. 4(8), pages 657-663, August.
    26. Nobre, André M. & Severiano, Carlos A. & Karthik, Shravan & Kubis, Marek & Zhao, Lu & Martins, Fernando R. & Pereira, Enio B. & Rüther, Ricardo & Reindl, Thomas, 2016. "PV power conversion and short-term forecasting in a tropical, densely-built environment in Singapore," Renewable Energy, Elsevier, vol. 94(C), pages 496-509.
    27. Maghami, Mohammad Reza & Hizam, Hashim & Gomes, Chandima & Radzi, Mohd Amran & Rezadad, Mohammad Ismael & Hajighorbani, Shahrooz, 2016. "Power loss due to soiling on solar panel: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1307-1316.
    28. Robert J. Allen & William Landuyt & Steven T. Rumbold, 2016. "An increase in aerosol burden and radiative effects in a warmer world," Nature Climate Change, Nature, vol. 6(3), pages 269-274, March.
    29. Konstantinos Metaxoglou & Aaron Smith, 2020. "Productivity Spillovers From Pollution Reduction: Reducing Coal Use Increases Crop Yields," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(1), pages 259-280, January.
    30. Nobre, André M. & Karthik, Shravan & Liu, Haohui & Yang, Dazhi & Martins, Fernando R. & Pereira, Enio B. & Rüther, Ricardo & Reindl, Thomas & Peters, Ian Marius, 2016. "On the impact of haze on the yield of photovoltaic systems in Singapore," Renewable Energy, Elsevier, vol. 89(C), pages 389-400.
    31. Alshawaf, Mohammad & Poudineh, Rahmatallah & Alhajeri, Nawaf S., 2020. "Solar PV in Kuwait: The effect of ambient temperature and sandstorms on output variability and uncertainty," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    32. Ridhima Gupta & E. Somanathan & Sagnik Dey, 2017. "Global warming and local air pollution have reduced wheat yields in India," Climatic Change, Springer, vol. 140(3), pages 593-604, February.
    33. You, Siming & Lim, Yu Jie & Dai, Yanjun & Wang, Chi-Hwa, 2018. "On the temporal modelling of solar photovoltaic soiling: Energy and economic impacts in seven cities," Applied Energy, Elsevier, vol. 228(C), pages 1136-1146.
    34. Heidari, Negin & Pearce, Joshua M., 2016. "A review of greenhouse gas emission liabilities as the value of renewable energy for mitigating lawsuits for climate change related damages," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 899-908.
    35. Ghazi, Sanaz & Ip, Kenneth, 2014. "The effect of weather conditions on the efficiency of PV panels in the southeast of UK," Renewable Energy, Elsevier, vol. 69(C), pages 50-59.
    36. Bright, Jamie M. & Sun, Xixi & Gueymard, Christian A. & Acord, Brendan & Wang, Peng & Engerer, Nicholas A., 2020. "Bright-Sun: A globally applicable 1-min irradiance clear-sky detection model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    37. Felix Creutzig & Peter Agoston & Jan Christoph Goldschmidt & Gunnar Luderer & Gregory Nemet & Robert C. Pietzcker, 2017. "The underestimated potential of solar energy to mitigate climate change," Nature Energy, Nature, vol. 2(9), pages 1-9, September.
    38. Massaoudi, Mohamed & Refaat, Shady S. & Chihi, Ines & Trabelsi, Mohamed & Oueslati, Fakhreddine S. & Abu-Rub, Haitham, 2021. "A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for Short-Term Load Forecasting," Energy, Elsevier, vol. 214(C).
    39. Yang, Ying & Campana, Pietro Elia & Yan, Jinyue, 2020. "Potential of unsubsidized distributed solar PV to replace coal-fired power plants, and profits classification in Chinese cities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 131(C).
    40. Jennifer A. Burney, 2020. "Author Correction: The downstream air pollution impacts of the transition from coal to natural gas in the United States," Nature Sustainability, Nature, vol. 3(6), pages 481-490, June.
    41. Tan, Zhongfu & Tan, Qingkun & Rong, Menglei, 2018. "Analysis on the financing status of PV industry in China and the ways of improvement," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 409-420.
    42. Joshua M. Pearce & Nelson Sommerfeldt, 2021. "Economics of Grid-Tied Solar Photovoltaic Systems Coupled to Heat Pumps: The Case of Northern Climates of the U.S. and Canada," Energies, MDPI, vol. 14(4), pages 1-17, February.
    43. Li, Guiqiang & Xuan, Qingdong & Pei, Gang & Su, Yuehong & Lu, Yashun & Ji, Jie, 2018. "Life-cycle assessment of a low-concentration PV module for building south wall integration in China," Applied Energy, Elsevier, vol. 215(C), pages 174-185.
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