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https://hdl.handle.net/20.500.14279/19220| Title: | Can photovoltaics be used to estimate cloud cover? | Authors: | Stylianou, Stavros Tapakis, Rogiros Charalambides, Alexandros G. |
Major Field of Science: | Engineering and Technology | Field Category: | Environmental Engineering | Keywords: | Cloud cover;Meteorology;Photovoltaics;Weather prediction | Issue Date: | 20-Oct-2020 | Source: | International Journal of Sustainable Energy, 2020, vol. 39, no. 9, pp. 880-895 | Volume: | 39 | Issue: | 9 | Start page: | 880 | End page: | 895 | Journal: | International Journal of Sustainable Energy | Abstract: | The current study evaluates a new method for the estimation of cloud cover using only photovoltaics (PV) as ground-based irradiance sensors. Seven different scenarios were examined using 30, 50, 75, 100, 500 and 1000 randomly and 1000 non-randomly distributed residential PV stations in a study area of 10 km × 10 km For each scenario, 3500 different fractal-based cloud shadows were produced and the accuracy of the model in estimating the cloud cover, in percentage cover and in oktas, based on the number of stations being shaded, was calculated. With 30 PV stations, the model produced an average accuracy of only 57% for the predicted okta cover, while its accuracy increased to 90% and 94% with 500 and 1000 PV stations. | URI: | https://hdl.handle.net/20.500.14279/19220 | ISSN: | 14786451 | DOI: | 10.1080/14786451.2020.1777129 | Rights: | © The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http:// creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way. | Type: | Article | Affiliation : | Cyprus University of Technology | Publication Type: | Peer Reviewed |
| Appears in Collections: | Άρθρα/Articles |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Can photovoltaics be used to estimate cloud cover.pdf | Open Access | 2.51 MB | Adobe PDF | View/Open |
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