Beneficial role of diurnal smoothing for grid integration of wind power
Smoothing of generation variability, i.e. reduction of variance in the aggregate generation is crucial for grid integration of large-scale wind power plants. Prior studies of smoothing have focused on geographical smoothing, based on distance. In contrast, we propose a novel concept ‘diurnal smoothi...
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description | Smoothing of generation variability, i.e. reduction of variance in the aggregate generation is crucial for grid integration of large-scale wind power plants. Prior studies of smoothing have focused on geographical smoothing, based on distance. In contrast, we propose a novel concept ‘diurnal smoothing’ that depends on spatial variations in the timing of seasonal-mean diurnal cycle peak. Considering the case of India, which experiences a strong diurnal cycle of wind-speed, we show how spatial heterogeneity in the wind diurnal cycle can be exploited to smooth wind power variability over and above geographical smoothing. For any given separation distance between sites, the hourly wind speed correlation is highly variable. Difference in timing of the diurnal cycle peak is an important factor for explaining this variability and we define smoothing from differently timed seasonal-mean diurnal cycle as ‘diurnal smoothing’. We show that apart from separation distance, the diurnal cycle is crucial for correlation among sites separated by 200 km or more with strong diurnal cycles (amplitude more than approximately 0.5 m s
−1
). Thus, diurnal smoothing is a vital factor in the aggregation of large wind power plants, and grid integration is benefited by considering (in addition to distance) new wind plant sites with largely separated diurnal cycles, especially those differing by roughly 12 h. Such diurnal smoothing is relevant for regions across the world with strong wind speed diurnal cycles. Ultimately grid integration depends on variations in total wind and solar generation and demand. Hence, their combined effects must be studied. |
doi_str_mv | 10.1088/1748-9326/aca9e6 |
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−1
). Thus, diurnal smoothing is a vital factor in the aggregation of large wind power plants, and grid integration is benefited by considering (in addition to distance) new wind plant sites with largely separated diurnal cycles, especially those differing by roughly 12 h. Such diurnal smoothing is relevant for regions across the world with strong wind speed diurnal cycles. Ultimately grid integration depends on variations in total wind and solar generation and demand. Hence, their combined effects must be studied.</description><identifier>ISSN: 1748-9326</identifier><identifier>EISSN: 1748-9326</identifier><identifier>DOI: 10.1088/1748-9326/aca9e6</identifier><identifier>CODEN: ERLNAL</identifier><language>eng</language><publisher>Bristol: IOP Publishing</publisher><subject>Diurnal ; diurnal cycle ; diurnal smoothing ; Diurnal variations ; Heterogeneity ; Integration ; Power plants ; Renewable energy ; Separation ; Smoothing ; Spatial heterogeneity ; spatial smoothing ; Spatial variations ; Variability ; Wind power ; wind power integration ; Wind speed ; wind speed diurnal pattern</subject><ispartof>Environmental research letters, 2023-01, Vol.18 (1), p.14022</ispartof><rights>2023 The Author(s). Published by IOP Publishing Ltd</rights><rights>2023 The Author(s). Published by IOP Publishing Ltd. This work is published under http://creativecommons.org/licenses/by/4.0 (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c448t-ad5fc05e3aa3e02f6d41824a880f79909e89e107b43b689751c6decd73b543263</citedby><cites>FETCH-LOGICAL-c448t-ad5fc05e3aa3e02f6d41824a880f79909e89e107b43b689751c6decd73b543263</cites><orcidid>0000-0002-5203-1883 ; 0000-0001-8504-013X ; 0000-0002-1801-5708</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.1088/1748-9326/aca9e6/pdf$$EPDF$$P50$$Giop$$Hfree_for_read</linktopdf><link.rule.ids>314,776,780,860,2096,27903,27904,38847,38869,53818,53845</link.rule.ids></links><search><creatorcontrib>Gangopadhyay, Anasuya</creatorcontrib><creatorcontrib>Seshadri, Ashwin K</creatorcontrib><creatorcontrib>Toumi, Ralf</creatorcontrib><title>Beneficial role of diurnal smoothing for grid integration of wind power</title><title>Environmental research letters</title><addtitle>ERL</addtitle><addtitle>Environ. Res. Lett</addtitle><description>Smoothing of generation variability, i.e. reduction of variance in the aggregate generation is crucial for grid integration of large-scale wind power plants. Prior studies of smoothing have focused on geographical smoothing, based on distance. In contrast, we propose a novel concept ‘diurnal smoothing’ that depends on spatial variations in the timing of seasonal-mean diurnal cycle peak. Considering the case of India, which experiences a strong diurnal cycle of wind-speed, we show how spatial heterogeneity in the wind diurnal cycle can be exploited to smooth wind power variability over and above geographical smoothing. For any given separation distance between sites, the hourly wind speed correlation is highly variable. Difference in timing of the diurnal cycle peak is an important factor for explaining this variability and we define smoothing from differently timed seasonal-mean diurnal cycle as ‘diurnal smoothing’. We show that apart from separation distance, the diurnal cycle is crucial for correlation among sites separated by 200 km or more with strong diurnal cycles (amplitude more than approximately 0.5 m s
−1
). Thus, diurnal smoothing is a vital factor in the aggregation of large wind power plants, and grid integration is benefited by considering (in addition to distance) new wind plant sites with largely separated diurnal cycles, especially those differing by roughly 12 h. Such diurnal smoothing is relevant for regions across the world with strong wind speed diurnal cycles. Ultimately grid integration depends on variations in total wind and solar generation and demand. Hence, their combined effects must be studied.</description><subject>Diurnal</subject><subject>diurnal cycle</subject><subject>diurnal smoothing</subject><subject>Diurnal variations</subject><subject>Heterogeneity</subject><subject>Integration</subject><subject>Power plants</subject><subject>Renewable energy</subject><subject>Separation</subject><subject>Smoothing</subject><subject>Spatial heterogeneity</subject><subject>spatial smoothing</subject><subject>Spatial variations</subject><subject>Variability</subject><subject>Wind power</subject><subject>wind power integration</subject><subject>Wind speed</subject><subject>wind speed diurnal pattern</subject><issn>1748-9326</issn><issn>1748-9326</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNp9kD1PwzAQhiMEEuVjZ4zEwELoOXFsZ4QKSqVKLDBbjn0urtI4OKkq_j1JgwoDYroPPffe3RtFVwTuCAgxJZyKpMhSNlVaFciOosmhdfwrP43O2nYNkNOci0k0f8AardNOVXHwFcbexsZtQ93X7cb77t3Vq9j6EK-CM7GrO1wF1TlfD-TO1SZu_A7DRXRiVdXi5Xc8j96eHl9nz8nyZb6Y3S8TTanoEmVyqyHHTKkMIbXMUCJSqoQAy4sCChQFEuAlzUomCp4TzQxqw7Myp_312Xm0GHWNV2vZBLdR4VN65eS-4cNKqtA5XaG0KckICqo5IC0pLfK8tAwI05ByA7rXuh61muA_tth2cu33n7cy5QwEZwJ4T8FI6eDbNqA9bCUgB-vl4K0cvJWj9f3I7TjifPOj-Q9-8weOoZKkpyUQCmkqG2OzLy9YkRc</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Gangopadhyay, Anasuya</creator><creator>Seshadri, Ashwin K</creator><creator>Toumi, Ralf</creator><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-5203-1883</orcidid><orcidid>https://orcid.org/0000-0001-8504-013X</orcidid><orcidid>https://orcid.org/0000-0002-1801-5708</orcidid></search><sort><creationdate>20230101</creationdate><title>Beneficial role of diurnal smoothing for grid integration of wind power</title><author>Gangopadhyay, Anasuya ; Seshadri, Ashwin K ; Toumi, Ralf</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c448t-ad5fc05e3aa3e02f6d41824a880f79909e89e107b43b689751c6decd73b543263</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Diurnal</topic><topic>diurnal cycle</topic><topic>diurnal smoothing</topic><topic>Diurnal variations</topic><topic>Heterogeneity</topic><topic>Integration</topic><topic>Power plants</topic><topic>Renewable energy</topic><topic>Separation</topic><topic>Smoothing</topic><topic>Spatial heterogeneity</topic><topic>spatial smoothing</topic><topic>Spatial variations</topic><topic>Variability</topic><topic>Wind power</topic><topic>wind power integration</topic><topic>Wind speed</topic><topic>wind speed diurnal pattern</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gangopadhyay, Anasuya</creatorcontrib><creatorcontrib>Seshadri, Ashwin K</creatorcontrib><creatorcontrib>Toumi, Ralf</creatorcontrib><collection>IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Environmental Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Environmental research letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gangopadhyay, Anasuya</au><au>Seshadri, Ashwin K</au><au>Toumi, Ralf</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Beneficial role of diurnal smoothing for grid integration of wind power</atitle><jtitle>Environmental research letters</jtitle><stitle>ERL</stitle><addtitle>Environ. 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Difference in timing of the diurnal cycle peak is an important factor for explaining this variability and we define smoothing from differently timed seasonal-mean diurnal cycle as ‘diurnal smoothing’. We show that apart from separation distance, the diurnal cycle is crucial for correlation among sites separated by 200 km or more with strong diurnal cycles (amplitude more than approximately 0.5 m s
−1
). Thus, diurnal smoothing is a vital factor in the aggregation of large wind power plants, and grid integration is benefited by considering (in addition to distance) new wind plant sites with largely separated diurnal cycles, especially those differing by roughly 12 h. Such diurnal smoothing is relevant for regions across the world with strong wind speed diurnal cycles. Ultimately grid integration depends on variations in total wind and solar generation and demand. Hence, their combined effects must be studied.</abstract><cop>Bristol</cop><pub>IOP Publishing</pub><doi>10.1088/1748-9326/aca9e6</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-5203-1883</orcidid><orcidid>https://orcid.org/0000-0001-8504-013X</orcidid><orcidid>https://orcid.org/0000-0002-1801-5708</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Diurnal diurnal cycle diurnal smoothing Diurnal variations Heterogeneity Integration Power plants Renewable energy Separation Smoothing Spatial heterogeneity spatial smoothing Spatial variations Variability Wind power wind power integration Wind speed wind speed diurnal pattern |
title | Beneficial role of diurnal smoothing for grid integration of wind power |
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