| Issue |
EPJ Photovolt.
Volume 17, 2026
Special Issue on ‘EU PVSEC 2025: State of the Art and Developments in Photovoltaics', edited by Robert Kenny and Carlos del Cañizo
|
|
|---|---|---|
| Article Number | 9 | |
| Number of page(s) | 9 | |
| DOI | https://doi.org/10.1051/epjpv/2026004 | |
| Published online | 16 February 2026 | |
- R. E. Pawluk, Y. Chen, Y. She, Photovoltaic electricity generation loss due to snow – a literature review on influence factors, estimation, and mitigation, Renew. Sustain. Energy Rev. 107, 171 (2019), https://doi.org/10.1016/j.rser.2018.12.031 [CrossRef] [Google Scholar]
- D. Dahlioui, M.B. Øgaard, A.G. Imenes, Snow impact on PV performance: assessing the zero-output challenge in cold areas (Elsevier Ltd., May 01, 2025), https://doi.org/10.1016/j.rser.2025.115468 [Google Scholar]
- E. Lorenz, D. Heinemann, C. Kurz, Local and regional photovoltaic power prediction for large scale grid integration: assessment of a new algorithm for snow detection, Prog. Photovolt.: Res. Appl. 20, 760 (2011) [Google Scholar]
- K.S. Hayibo, A. Petsiuk, P. Mayville, L. Brown, J.M. Pearce, Monofacial vs bifacial solar photovoltaic systems in snowy environments, Renew. Energy 193, 657 (2022), https://doi.org/10.1016/j.renene.2022.05.050 [CrossRef] [Google Scholar]
- M. Beraki, M. Darnon, G. Hamon, J.F. Lerat, Performance and temperature comparison of photovoltaic modules in snowy conditions, in 2025 IEEE 53rd Photovoltaic Specialists Conference (PVSC) (2025), pp. 1155–1157, https://doi.org/10.1109/PVSC59419.2025.11132774 [Google Scholar]
- N. Heidari, J. Gwamuri, T. Townsend, J.M. Pearce, Impact of snow and ground interference on photovoltaic electric system performance, IEEE J. Photovolt. 5, 1680 (2015), https://doi.org/10.1109/JPHOTOV.2015.2466448 [CrossRef] [Google Scholar]
- E. C. Cooper, L. Burnham, J. Braid, Photovoltaic inverter-based quantification of snow conditions and power loss, EPJ Photovolt. 15, 6 (2024), https://doi.org/10.1051/epjpv/2024004 [Google Scholar]
- I. Frimannslund, T. Thiis, A. Aalberg, B. Thorud, Polar solar power plants – investigating the potential and the design challenges, Sol. Energy 224, 35 (2021), https://doi.org/10.1016/j.solener.2021.05.069 [Google Scholar]
- B. Marion, R. Schaefer, H. Caine, G. Sanchez, Measured and modeled photovoltaic system energy losses from snow for Colorado and Wisconsin locations, Sol. Energy 97, 112 (2013), https://doi.org/10.1016/j.solener.2013.07.029 [CrossRef] [Google Scholar]
- D. Riley, L. Burnham, P. Dice, J. Braid, An enhanced snow-shedding model: the module frame as a key variable, in 2023 IEEE 50th Photovoltaic Specialists Conference (PVSC), (2023), https://doi.org/10.1109/PVSC48320.2023.10359767 [Google Scholar]
- J. Ma, A. Khoury, M. Rodgers, Evaluation of PV snow loss models in the East Coast of Canada using AI computer vision, in 2023 IEEE 50th Photovoltaic Specialists Conference (PVSC) (2023), https://doi.org/10.1109/PVSC48320. 2023.10360003 [Google Scholar]
- R. Pfister, M. Schneebeli, Snow accumulation on boards of different sizes and shapes, Hydrol. Process. 13, 2345 (1999) [Google Scholar]
- V. Shekar, A. Caló, E. Pongrácz, Experiences from seasonal Arctic solar photovoltaics (PV) generation- an empirical data analysis from a research infrastructure in Northern Finland, Renew Energy 217, 119162 (2023), https://doi.org/10.1016/j.renene.2023.119162 [Google Scholar]
- A. Granlund, J. Narvesjö, A.M. Petersson, The influence of module tilt on snow shadowing of frameless bifacial modules, in EUPVSEC proceedings (2019) [Google Scholar]
- E. Tonita, S. Ovaitt, H. Toal, K. Hinzer, C. Pike, C. Deline, Vertical bifacial photovoltaic system model validation: study with field data, various orientations, and latitudes, IEEE J. Photovolt. 15, 600 (2025), https://doi.org/10.1109/JPHOTOV.2025.3561395 [Google Scholar]
- J. Heil, B. Mohammadian, M. Sarayloo, K. Bruns, H. Sojoudi, Relationships between surface properties and snow adhesion and its shedding mechanisms, Appl. Sci. 10, 5407 (2020), https://doi.org/10.3390/APP10165407 [Google Scholar]
- T. Eidevåg, E.S. Thomson, D. Kallin, J. Casselgren, A. Rasmuson, Angle of repose of snow: an experimental study on cohesive properties, Cold Reg. Sci. Technol. 194, 103470 (2022), https://doi.org/10.1016/j.coldregions.2021.103470 [Google Scholar]
- S. Rønneberg, C. Laforte, C. Volat, J. He, Z. Zhang, The effect of ice type on ice adhesion, AIP Adv. 9, 055304 (2019), https://doi.org/10.1063/1.5086242 [Google Scholar]
- M. Ross, Snow and ice accumulation on photovoltaic arrays: an assessment of the TN conseil passive melting technology (Varennes, 1995) [Google Scholar]
- H.E. Beck, N.E. Zimmermann, T.R. McVicar, N. Vergopolan, A. Berg, E.F. Wood, Present and future köppen-geiger climate classification maps at 1-km resolution, Sci. Data 5, 180214 (2018), https://doi.org/10.1038/sdata.2018.214 [Google Scholar]
- H. Hersbach et al., The ERA5 global reanalysis, Q. J. R. Meteorol. Soc. 146, 1999 (2020), https://doi.org/10.1002/qj.3803 [Google Scholar]
- T.M. Saloranta, Simulating snow maps for Norway: description and statistical evaluation of the seNorge snow model, Cryosphere 6, 1323 (2012), https://doi.org/10.5194/tc-6-1323-2012 [Google Scholar]
- T.M. Saloranta, Operational snow mapping with simplified data assimilation using the seNorge snow model, J. Hydrol. 538, 314 (2016), https://doi.org/10.1016/j.jhydrol.2016.03.061 [Google Scholar]
- J. Muñoz-Sabater et al., ERA5-Land: a state-of-the-art global reanalysis dataset for land applications, Earth Syst. Sci. Data 13, 4349 (2021), https://doi.org/10.5194/essd-13-4349-2021 [Google Scholar]
- K.S. Anderson, C.W. Hansen, W.F. Holmgren, A.R. Jensen, M.A. Mikofski, A. Driesse, pvlib python: 2023 project update, J. Open Source Softw. 8, 5994 (2023), https://doi.org/10.21105/joss.05994 [Google Scholar]
- A.P. Dobos, PVWatts version 5 manual, Report NREL/TP-6A20-62641, 2014, https://doi.org/10.2172/1158421 [Google Scholar]
- M.B. Ogaard, I. Frimannslund, H.N. Riise, J. Selj, Snow loss modeling for roof mounted photovoltaic systems: improving the marion snow loss model, IEEE J. Photovolt. 12, 1005 (2022), https://doi.org/10.1109/JPHOTOV.2022.3166909 [Google Scholar]
- M.B. Øgaard, B.L. Aarseth, Å.F. Skomedal, H.N. Riise, S. Sartori, J.H. Selj, Identifying snow in photovoltaic monitoring data for improved snow loss modeling and snow detection, Sol. Energy 223, 238 (2021), https://doi.org/10.1016/j.solener.2021.05.023 [CrossRef] [Google Scholar]
- M.B. Øgaard, H.N. Riise, J.H. Selj, Estimation of snow loss for photovoltaic plants in Norway, in Proc. 38th Eur. Photovolt. Sol. Energy Conf. (2021) [Google Scholar]
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