Southerly winds increase the electricity generated by solar photovoltaic systems
•Solar radiation, humidity & clouds are the dominant controls of solar park outputs.•PV outputs are ≤43% higher under southerly winds compared to northerly equivalents.•Wind speed has no effect on PV electricity output in low-wind environments. The urgent need to decarbonise energy supplies has...
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description | •Solar radiation, humidity & clouds are the dominant controls of solar park outputs.•PV outputs are ≤43% higher under southerly winds compared to northerly equivalents.•Wind speed has no effect on PV electricity output in low-wind environments.
The urgent need to decarbonise energy supplies has prompted exponential growth of solar photovoltaic (PV) systems across the world. As the penetration of renewable energy sources increases, the need to accurately forecast electricity output heightens to ensure efficient energy system operation. While exposure to high temperatures and moisture are known to significantly reduce PV panel efficiency, the effects of wind on both PV panel temperature and electricity output are poorly resolved. Here, meteorological and PV panel production data from Westmill Solar Park, Oxfordshire, were examined to determine the influence of wind, cloud, ambient temperature and relative humidity. We found that, after solar radiation, relative humidity and cloud cover were the dominant controls of PV electricity output; increases in relative humidity and cloud cover were associated with decreased electricity outputs. However, when all other variables were held constant, the mean electricity generated under southerly winds was 20.4 – 42.9% greater than under northerly winds, with the difference greater at higher electricity outputs and attributable to differences in surface cooling capabilities caused by the PV array asymmetry. This finding suggests that PV electricity output predictions could be improved by incorporating wind direction into computer models. Moreover, there is potential to modify solar park design and deployment location to capitalise on wind benefits, especially in areas where panel temperatures are a leading cause of efficiency loss. Ensuring deployments are optimised for site environmental conditions could boost electricity outputs, and therefore profitability, with implications for system viability in post-subsidy markets. |
doi_str_mv | 10.1016/j.solener.2020.03.085 |
format | Article |
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The urgent need to decarbonise energy supplies has prompted exponential growth of solar photovoltaic (PV) systems across the world. As the penetration of renewable energy sources increases, the need to accurately forecast electricity output heightens to ensure efficient energy system operation. While exposure to high temperatures and moisture are known to significantly reduce PV panel efficiency, the effects of wind on both PV panel temperature and electricity output are poorly resolved. Here, meteorological and PV panel production data from Westmill Solar Park, Oxfordshire, were examined to determine the influence of wind, cloud, ambient temperature and relative humidity. We found that, after solar radiation, relative humidity and cloud cover were the dominant controls of PV electricity output; increases in relative humidity and cloud cover were associated with decreased electricity outputs. However, when all other variables were held constant, the mean electricity generated under southerly winds was 20.4 – 42.9% greater than under northerly winds, with the difference greater at higher electricity outputs and attributable to differences in surface cooling capabilities caused by the PV array asymmetry. This finding suggests that PV electricity output predictions could be improved by incorporating wind direction into computer models. Moreover, there is potential to modify solar park design and deployment location to capitalise on wind benefits, especially in areas where panel temperatures are a leading cause of efficiency loss. Ensuring deployments are optimised for site environmental conditions could boost electricity outputs, and therefore profitability, with implications for system viability in post-subsidy markets.</description><identifier>ISSN: 0038-092X</identifier><identifier>EISSN: 1471-1257</identifier><identifier>DOI: 10.1016/j.solener.2020.03.085</identifier><language>eng</language><publisher>New York: Elsevier Ltd</publisher><subject>Ambient temperature ; Cloud cover ; Clouds ; Design modifications ; Economic forecasting ; Economics ; Electricity ; Energy ; Environmental conditions ; High temperature ; Humidity ; Mathematical models ; Panel orientation ; Photovoltaic cells ; Photovoltaics ; Profitability ; Relative humidity ; Renewable energy sources ; Solar energy ; Solar farms ; Solar park design ; Solar radiation ; Surface cooling ; Temperature ; Wind ; Wind direction ; Wind effects ; Wind power generation</subject><ispartof>Solar energy, 2020-05, Vol.202, p.123-135</ispartof><rights>2020 International Solar Energy Society</rights><rights>Copyright Pergamon Press Inc. May 15, 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c384t-a75bd5220a8a3db462c97ac08f50a0fdc62c0e656547113f4f9b0ff4fe5cb2ab3</citedby><cites>FETCH-LOGICAL-c384t-a75bd5220a8a3db462c97ac08f50a0fdc62c0e656547113f4f9b0ff4fe5cb2ab3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0038092X20303303$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids></links><search><creatorcontrib>Waterworth, Damon</creatorcontrib><creatorcontrib>Armstrong, Alona</creatorcontrib><title>Southerly winds increase the electricity generated by solar photovoltaic systems</title><title>Solar energy</title><description>•Solar radiation, humidity & clouds are the dominant controls of solar park outputs.•PV outputs are ≤43% higher under southerly winds compared to northerly equivalents.•Wind speed has no effect on PV electricity output in low-wind environments.
The urgent need to decarbonise energy supplies has prompted exponential growth of solar photovoltaic (PV) systems across the world. As the penetration of renewable energy sources increases, the need to accurately forecast electricity output heightens to ensure efficient energy system operation. While exposure to high temperatures and moisture are known to significantly reduce PV panel efficiency, the effects of wind on both PV panel temperature and electricity output are poorly resolved. Here, meteorological and PV panel production data from Westmill Solar Park, Oxfordshire, were examined to determine the influence of wind, cloud, ambient temperature and relative humidity. We found that, after solar radiation, relative humidity and cloud cover were the dominant controls of PV electricity output; increases in relative humidity and cloud cover were associated with decreased electricity outputs. However, when all other variables were held constant, the mean electricity generated under southerly winds was 20.4 – 42.9% greater than under northerly winds, with the difference greater at higher electricity outputs and attributable to differences in surface cooling capabilities caused by the PV array asymmetry. This finding suggests that PV electricity output predictions could be improved by incorporating wind direction into computer models. Moreover, there is potential to modify solar park design and deployment location to capitalise on wind benefits, especially in areas where panel temperatures are a leading cause of efficiency loss. Ensuring deployments are optimised for site environmental conditions could boost electricity outputs, and therefore profitability, with implications for system viability in post-subsidy markets.</description><subject>Ambient temperature</subject><subject>Cloud cover</subject><subject>Clouds</subject><subject>Design modifications</subject><subject>Economic forecasting</subject><subject>Economics</subject><subject>Electricity</subject><subject>Energy</subject><subject>Environmental conditions</subject><subject>High temperature</subject><subject>Humidity</subject><subject>Mathematical models</subject><subject>Panel orientation</subject><subject>Photovoltaic cells</subject><subject>Photovoltaics</subject><subject>Profitability</subject><subject>Relative humidity</subject><subject>Renewable energy sources</subject><subject>Solar energy</subject><subject>Solar farms</subject><subject>Solar park design</subject><subject>Solar radiation</subject><subject>Surface cooling</subject><subject>Temperature</subject><subject>Wind</subject><subject>Wind direction</subject><subject>Wind effects</subject><subject>Wind power generation</subject><issn>0038-092X</issn><issn>1471-1257</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNqFkN1LwzAUxYMoOKd_ghDwufUmbfrxJDL8goGCCr6FNL11KV0zk2zS_96M7d2nC-eecw_3R8g1g5QBK2771NsBR3QpBw4pZClU4oTMWF6yhHFRnpIZQFYlUPOvc3LhfQ_ASlaVM_L2brdhhW6Y6K8ZW0_NqB0qjzSqFAfUwRltwkS_9w0qYEubicZC5ehmZYPd2SEoo6mffMC1vyRnnRo8Xh3nnHw-PnwsnpPl69PL4n6Z6KzKQ6JK0bSCc1CVytomL7iuS6Wh6gQo6FodBcBCFCI-wbIu7-oGujhQ6IarJpuTm8PdjbM_W_RB9nbrxlgpeZ7nRcm5gOgSB5d21nuHndw4s1ZukgzkHp7s5RGe3MOTkMkIL-buDjmML-xM3HptcNTYGheRyNaafy78AdIefP0</recordid><startdate>20200515</startdate><enddate>20200515</enddate><creator>Waterworth, Damon</creator><creator>Armstrong, Alona</creator><general>Elsevier Ltd</general><general>Pergamon Press Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7ST</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><scope>SOI</scope></search><sort><creationdate>20200515</creationdate><title>Southerly winds increase the electricity generated by solar photovoltaic systems</title><author>Waterworth, Damon ; Armstrong, Alona</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c384t-a75bd5220a8a3db462c97ac08f50a0fdc62c0e656547113f4f9b0ff4fe5cb2ab3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Ambient temperature</topic><topic>Cloud cover</topic><topic>Clouds</topic><topic>Design modifications</topic><topic>Economic forecasting</topic><topic>Economics</topic><topic>Electricity</topic><topic>Energy</topic><topic>Environmental conditions</topic><topic>High temperature</topic><topic>Humidity</topic><topic>Mathematical models</topic><topic>Panel orientation</topic><topic>Photovoltaic cells</topic><topic>Photovoltaics</topic><topic>Profitability</topic><topic>Relative humidity</topic><topic>Renewable energy sources</topic><topic>Solar energy</topic><topic>Solar farms</topic><topic>Solar park design</topic><topic>Solar radiation</topic><topic>Surface cooling</topic><topic>Temperature</topic><topic>Wind</topic><topic>Wind direction</topic><topic>Wind effects</topic><topic>Wind power generation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Waterworth, Damon</creatorcontrib><creatorcontrib>Armstrong, Alona</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Environment Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><jtitle>Solar energy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Waterworth, Damon</au><au>Armstrong, Alona</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Southerly winds increase the electricity generated by solar photovoltaic systems</atitle><jtitle>Solar energy</jtitle><date>2020-05-15</date><risdate>2020</risdate><volume>202</volume><spage>123</spage><epage>135</epage><pages>123-135</pages><issn>0038-092X</issn><eissn>1471-1257</eissn><abstract>•Solar radiation, humidity & clouds are the dominant controls of solar park outputs.•PV outputs are ≤43% higher under southerly winds compared to northerly equivalents.•Wind speed has no effect on PV electricity output in low-wind environments.
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subjects | Ambient temperature Cloud cover Clouds Design modifications Economic forecasting Economics Electricity Energy Environmental conditions High temperature Humidity Mathematical models Panel orientation Photovoltaic cells Photovoltaics Profitability Relative humidity Renewable energy sources Solar energy Solar farms Solar park design Solar radiation Surface cooling Temperature Wind Wind direction Wind effects Wind power generation |
title | Southerly winds increase the electricity generated by solar photovoltaic systems |
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