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Turbulence modeling to aid tidal energy resource characterization in the Western Passage, Maine, USA
Numerical models combined with field measurements are regularly used to characterize tidal energy resources at potential energetic sites. However, most existing works only focus on the tidal hydrodynamic characteristics, and turbulence parameters are often not reported because of the lack of high-qu...
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Published in: | Renewable energy 2023-12, Vol.219, p.118694, Article 118694 |
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description | Numerical models combined with field measurements are regularly used to characterize tidal energy resources at potential energetic sites. However, most existing works only focus on the tidal hydrodynamic characteristics, and turbulence parameters are often not reported because of the lack of high-quality turbulence measurements and the limitations of numerical models in resolving turbulent eddies. In this study, we used FVCOM - a hydrostatic primitive equation (HPE) model - to characterize the tidal energy resource in the Western Passage, Maine, USA, by taking care of the essential macro-scale turbulence properties. We observed an excellent model performance using the Mellor-Yamada Level 2.5 Turbulence Model; estimating the spatial and vertical distribution of the turbulent kinetic energy and intensity added a new perspective to the site ranking for tidal energy converter (TEC) deployments. In addition, we also examined the role of channel geometry and bathymetry, such as headlands and underwater sills, in enhancing turbulent eddies around potential TEC siting locations. Ultimately, the detailed analysis of the turbulent flow characteristics has changed the site-ranking results and demonstrated that the regional-scale HPE models could be used for the relative understanding of more or less turbulent sites for a refined resource assessment.
•A 3D hydrostatic primitive equation model is applied for tidal turbulence modeling and resource characterization in a highly energetic tidal channel.•Excellent model performance is observed using the Mellor-Yamada Level 2.5 turbulence model, adding a new perspective to the Tidal energy converter (TEC) site ranking.•The study also illustrated the role of a channel confluence zone and an underwater sill in enhancing turbulent eddies near potential TEC siting locations. |
doi_str_mv | 10.1016/j.renene.2023.04.100 |
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•A 3D hydrostatic primitive equation model is applied for tidal turbulence modeling and resource characterization in a highly energetic tidal channel.•Excellent model performance is observed using the Mellor-Yamada Level 2.5 turbulence model, adding a new perspective to the Tidal energy converter (TEC) site ranking.•The study also illustrated the role of a channel confluence zone and an underwater sill in enhancing turbulent eddies near potential TEC siting locations.</description><identifier>ISSN: 0960-1481</identifier><identifier>EISSN: 1879-0682</identifier><identifier>DOI: 10.1016/j.renene.2023.04.100</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>hydrodynamic modeling ; Marine renewable energy ; Numerical modeling ; Resource characterization ; TIDAL AND WAVE POWER ; tidal energy ; Tidal energy converters ; Tidal stream energy ; tidal turbulence ; Turbulence</subject><ispartof>Renewable energy, 2023-12, Vol.219, p.118694, Article 118694</ispartof><rights>2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c379t-2274399e1a878e35d9852f8a22909f6476445119ab022e8f5fea904fc159a0a53</citedby><cites>FETCH-LOGICAL-c379t-2274399e1a878e35d9852f8a22909f6476445119ab022e8f5fea904fc159a0a53</cites><orcidid>0000-0001-8898-3096 ; 0000000192570796 ; 0000000188983096 ; 0000000183851131</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.osti.gov/servlets/purl/1991205$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Deb, Mithun</creatorcontrib><creatorcontrib>Yang, Zhaoqing</creatorcontrib><creatorcontrib>Wang, Taiping</creatorcontrib><creatorcontrib>Kilcher, Levi</creatorcontrib><creatorcontrib>Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)</creatorcontrib><creatorcontrib>National Renewable Energy Laboratory (NREL), Golden, CO (United States)</creatorcontrib><title>Turbulence modeling to aid tidal energy resource characterization in the Western Passage, Maine, USA</title><title>Renewable energy</title><description>Numerical models combined with field measurements are regularly used to characterize tidal energy resources at potential energetic sites. However, most existing works only focus on the tidal hydrodynamic characteristics, and turbulence parameters are often not reported because of the lack of high-quality turbulence measurements and the limitations of numerical models in resolving turbulent eddies. In this study, we used FVCOM - a hydrostatic primitive equation (HPE) model - to characterize the tidal energy resource in the Western Passage, Maine, USA, by taking care of the essential macro-scale turbulence properties. We observed an excellent model performance using the Mellor-Yamada Level 2.5 Turbulence Model; estimating the spatial and vertical distribution of the turbulent kinetic energy and intensity added a new perspective to the site ranking for tidal energy converter (TEC) deployments. In addition, we also examined the role of channel geometry and bathymetry, such as headlands and underwater sills, in enhancing turbulent eddies around potential TEC siting locations. Ultimately, the detailed analysis of the turbulent flow characteristics has changed the site-ranking results and demonstrated that the regional-scale HPE models could be used for the relative understanding of more or less turbulent sites for a refined resource assessment.
•A 3D hydrostatic primitive equation model is applied for tidal turbulence modeling and resource characterization in a highly energetic tidal channel.•Excellent model performance is observed using the Mellor-Yamada Level 2.5 turbulence model, adding a new perspective to the Tidal energy converter (TEC) site ranking.•The study also illustrated the role of a channel confluence zone and an underwater sill in enhancing turbulent eddies near potential TEC siting locations.</description><subject>hydrodynamic modeling</subject><subject>Marine renewable energy</subject><subject>Numerical modeling</subject><subject>Resource characterization</subject><subject>TIDAL AND WAVE POWER</subject><subject>tidal energy</subject><subject>Tidal energy converters</subject><subject>Tidal stream energy</subject><subject>tidal turbulence</subject><subject>Turbulence</subject><issn>0960-1481</issn><issn>1879-0682</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kEtLAzEUhYMoWB__wEVw7dSbTGYm2QhFfEFFwRaXIc3caVPajCSpUH-9Gepa7uLA4ZwP7iHkisGYAatv1-OAPt-YAy_HILILR2TEZKMKqCU_JiNQNRRMSHZKzmJcA7BKNmJE2tkuLHYb9Bbptm9x4_ySpp4a19LkWrOhmRuWexow9ruQU3ZlgrEJg_sxyfWeOk_TCuknxmx6-m5iNEu8oa_G-Szzj8kFOenMJuLln56T-ePD7P65mL49vdxPpoUtG5UKzhtRKoXMyEZiWbVKVryThnMFqqtFUwtRMabMAjhH2VUdGgWis6xSBkxVnpPrA7ePyeloXUK7sr33aJNmSjEOQ0gcQjb0MQbs9FdwWxP2moEe5tRrfZhTD3NqENmFXLs71DA_8O0wDPxhttaFAd_27n_AL6-Kf1k</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Deb, Mithun</creator><creator>Yang, Zhaoqing</creator><creator>Wang, Taiping</creator><creator>Kilcher, Levi</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>AAYXX</scope><scope>CITATION</scope><scope>OIOZB</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0001-8898-3096</orcidid><orcidid>https://orcid.org/0000000192570796</orcidid><orcidid>https://orcid.org/0000000188983096</orcidid><orcidid>https://orcid.org/0000000183851131</orcidid></search><sort><creationdate>20231201</creationdate><title>Turbulence modeling to aid tidal energy resource characterization in the Western Passage, Maine, USA</title><author>Deb, Mithun ; Yang, Zhaoqing ; Wang, Taiping ; Kilcher, Levi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c379t-2274399e1a878e35d9852f8a22909f6476445119ab022e8f5fea904fc159a0a53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>hydrodynamic modeling</topic><topic>Marine renewable energy</topic><topic>Numerical modeling</topic><topic>Resource characterization</topic><topic>TIDAL AND WAVE POWER</topic><topic>tidal energy</topic><topic>Tidal energy converters</topic><topic>Tidal stream energy</topic><topic>tidal turbulence</topic><topic>Turbulence</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Deb, Mithun</creatorcontrib><creatorcontrib>Yang, Zhaoqing</creatorcontrib><creatorcontrib>Wang, Taiping</creatorcontrib><creatorcontrib>Kilcher, Levi</creatorcontrib><creatorcontrib>Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)</creatorcontrib><creatorcontrib>National Renewable Energy Laboratory (NREL), Golden, CO (United States)</creatorcontrib><collection>CrossRef</collection><collection>OSTI.GOV - Hybrid</collection><collection>OSTI.GOV</collection><jtitle>Renewable energy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Deb, Mithun</au><au>Yang, Zhaoqing</au><au>Wang, Taiping</au><au>Kilcher, Levi</au><aucorp>Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)</aucorp><aucorp>National Renewable Energy Laboratory (NREL), Golden, CO (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Turbulence modeling to aid tidal energy resource characterization in the Western Passage, Maine, USA</atitle><jtitle>Renewable energy</jtitle><date>2023-12-01</date><risdate>2023</risdate><volume>219</volume><spage>118694</spage><pages>118694-</pages><artnum>118694</artnum><issn>0960-1481</issn><eissn>1879-0682</eissn><abstract>Numerical models combined with field measurements are regularly used to characterize tidal energy resources at potential energetic sites. However, most existing works only focus on the tidal hydrodynamic characteristics, and turbulence parameters are often not reported because of the lack of high-quality turbulence measurements and the limitations of numerical models in resolving turbulent eddies. In this study, we used FVCOM - a hydrostatic primitive equation (HPE) model - to characterize the tidal energy resource in the Western Passage, Maine, USA, by taking care of the essential macro-scale turbulence properties. We observed an excellent model performance using the Mellor-Yamada Level 2.5 Turbulence Model; estimating the spatial and vertical distribution of the turbulent kinetic energy and intensity added a new perspective to the site ranking for tidal energy converter (TEC) deployments. In addition, we also examined the role of channel geometry and bathymetry, such as headlands and underwater sills, in enhancing turbulent eddies around potential TEC siting locations. Ultimately, the detailed analysis of the turbulent flow characteristics has changed the site-ranking results and demonstrated that the regional-scale HPE models could be used for the relative understanding of more or less turbulent sites for a refined resource assessment.
•A 3D hydrostatic primitive equation model is applied for tidal turbulence modeling and resource characterization in a highly energetic tidal channel.•Excellent model performance is observed using the Mellor-Yamada Level 2.5 turbulence model, adding a new perspective to the Tidal energy converter (TEC) site ranking.•The study also illustrated the role of a channel confluence zone and an underwater sill in enhancing turbulent eddies near potential TEC siting locations.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.renene.2023.04.100</doi><orcidid>https://orcid.org/0000-0001-8898-3096</orcidid><orcidid>https://orcid.org/0000000192570796</orcidid><orcidid>https://orcid.org/0000000188983096</orcidid><orcidid>https://orcid.org/0000000183851131</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | hydrodynamic modeling Marine renewable energy Numerical modeling Resource characterization TIDAL AND WAVE POWER tidal energy Tidal energy converters Tidal stream energy tidal turbulence Turbulence |
title | Turbulence modeling to aid tidal energy resource characterization in the Western Passage, Maine, USA |
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