Loading…

An algorithm for calculating the shade created by greenhouse integrated photovoltaics

Integration of photovoltaic modules into greenhouse roofs is a novel and intriguing method. The cost of products grown in greenhouses is particularly high because of their high energy consumption for heating and cooling, and at the same time the increase in demand for available land, increasing its...

Full description

Saved in:
Bibliographic Details
Published in:Energy, ecology and environment (Online) ecology and environment (Online), 2024-06, Vol.9 (3), p.272-300
Main Authors: Petrakis, Theodoros, Thomopoulos, Vasileios, Kavga, Angeliki, Argiriou, Athanassios A.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c363t-fb620370083d2f2ff5a11f5ca1c8e0508b40dc85846d3f68eb8826ff452e07dc3
cites cdi_FETCH-LOGICAL-c363t-fb620370083d2f2ff5a11f5ca1c8e0508b40dc85846d3f68eb8826ff452e07dc3
container_end_page 300
container_issue 3
container_start_page 272
container_title Energy, ecology and environment (Online)
container_volume 9
creator Petrakis, Theodoros
Thomopoulos, Vasileios
Kavga, Angeliki
Argiriou, Athanassios A.
description Integration of photovoltaic modules into greenhouse roofs is a novel and intriguing method. The cost of products grown in greenhouses is particularly high because of their high energy consumption for heating and cooling, and at the same time the increase in demand for available land, increasing its cost and creating spatial issues, the integration of photovoltaics on the roof of greenhouses is a highly viable solution. Simultaneously, the use of solar radiation is critical to maintain optimal crop development, while also being a renewable energy source. However, photovoltaics reduce the incoming solar radiation in the greenhouse, due to their shade. Shading can be either beneficial for the crops or not, depending on the crop type, thus it is vital to find the shading caused by photovoltaics both temporally and spatially. In this study, a model calculating the shading in a greenhouse due to roof-integrated photovoltaics is developed, based on the Sun position, the geometry of both the greenhouse and of the roof-integrated photovoltaics and their position on the greenhouse roof. Calculating the coefficient of variation of radiation data, for the shaded and unshaded areas using the proposed algorithm, it was found the coefficient of variation for the shaded areas is lower than that for the unshaded areas for a least 76% of the time. Also, the radiation values under the shaded area are more uniform. The proposed model is a tool for PV designers, operators, and owners, in order to optimize the potential of their solar panel installations.
doi_str_mv 10.1007/s40974-023-00306-4
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_3066157557</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3066157557</sourcerecordid><originalsourceid>FETCH-LOGICAL-c363t-fb620370083d2f2ff5a11f5ca1c8e0508b40dc85846d3f68eb8826ff452e07dc3</originalsourceid><addsrcrecordid>eNp9kEtrwzAQhEVpoSHNH-hJ0LPb1ctSjiH0BYFemrOQZcl2caxUkgv593XrQG897cLOzA4fQrcE7gmAfEgc1pIXQFkBwKAs-AVaUFayQjGmLs-7LNf0Gq1S6irgnBK1lmqB9psBm74JscvtAfsQsTW9HXuTu6HBuXU4taZ22EZnsqtxdcJNdG5ow5gc7obsmvh7OLYhh6_QZ9PZdIOuvOmTW53nEu2fHt-3L8Xu7fl1u9kVdmqUC1-VFJgEUKymnnovDCFeWEOsciBAVRxqq4TiZc18qVylFC2954I6kLVlS3Q35x5j-BxdyvojjHGYXuqJQ0mEFEJOKjqrbAwpRef1MXYHE0-agP4hqGeCeiKofwlqPpnYbEqTeGhc_Iv-x_UNkIN0Ow</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3066157557</pqid></control><display><type>article</type><title>An algorithm for calculating the shade created by greenhouse integrated photovoltaics</title><source>Springer Nature</source><creator>Petrakis, Theodoros ; Thomopoulos, Vasileios ; Kavga, Angeliki ; Argiriou, Athanassios A.</creator><creatorcontrib>Petrakis, Theodoros ; Thomopoulos, Vasileios ; Kavga, Angeliki ; Argiriou, Athanassios A.</creatorcontrib><description>Integration of photovoltaic modules into greenhouse roofs is a novel and intriguing method. The cost of products grown in greenhouses is particularly high because of their high energy consumption for heating and cooling, and at the same time the increase in demand for available land, increasing its cost and creating spatial issues, the integration of photovoltaics on the roof of greenhouses is a highly viable solution. Simultaneously, the use of solar radiation is critical to maintain optimal crop development, while also being a renewable energy source. However, photovoltaics reduce the incoming solar radiation in the greenhouse, due to their shade. Shading can be either beneficial for the crops or not, depending on the crop type, thus it is vital to find the shading caused by photovoltaics both temporally and spatially. In this study, a model calculating the shading in a greenhouse due to roof-integrated photovoltaics is developed, based on the Sun position, the geometry of both the greenhouse and of the roof-integrated photovoltaics and their position on the greenhouse roof. Calculating the coefficient of variation of radiation data, for the shaded and unshaded areas using the proposed algorithm, it was found the coefficient of variation for the shaded areas is lower than that for the unshaded areas for a least 76% of the time. Also, the radiation values under the shaded area are more uniform. The proposed model is a tool for PV designers, operators, and owners, in order to optimize the potential of their solar panel installations.</description><identifier>ISSN: 2363-7692</identifier><identifier>EISSN: 2363-8338</identifier><identifier>DOI: 10.1007/s40974-023-00306-4</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Agricultural economics ; Algorithms ; Coefficient of variation ; Crop development ; Crops ; Earth and Environmental Science ; Ecology ; Energy ; Energy consumption ; Environment ; Finite element analysis ; Flowers &amp; plants ; Greenhouses ; Investigations ; Light ; Linear algebra ; Methods ; Microclimate ; Numerical analysis ; Optimization ; Original Article ; Photosynthesis ; Photovoltaic cells ; Photovoltaics ; Plant growth ; Radiation ; Renewable energy sources ; Roofs ; Shade ; Shading ; Solar energy ; Solar panels ; Solar radiation ; Temperature</subject><ispartof>Energy, ecology and environment (Online), 2024-06, Vol.9 (3), p.272-300</ispartof><rights>The Author(s) 2023</rights><rights>The Author(s) 2023. 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-c363t-fb620370083d2f2ff5a11f5ca1c8e0508b40dc85846d3f68eb8826ff452e07dc3</citedby><cites>FETCH-LOGICAL-c363t-fb620370083d2f2ff5a11f5ca1c8e0508b40dc85846d3f68eb8826ff452e07dc3</cites><orcidid>0000-0002-2914-3713</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids></links><search><creatorcontrib>Petrakis, Theodoros</creatorcontrib><creatorcontrib>Thomopoulos, Vasileios</creatorcontrib><creatorcontrib>Kavga, Angeliki</creatorcontrib><creatorcontrib>Argiriou, Athanassios A.</creatorcontrib><title>An algorithm for calculating the shade created by greenhouse integrated photovoltaics</title><title>Energy, ecology and environment (Online)</title><addtitle>Energ. Ecol. Environ</addtitle><description>Integration of photovoltaic modules into greenhouse roofs is a novel and intriguing method. The cost of products grown in greenhouses is particularly high because of their high energy consumption for heating and cooling, and at the same time the increase in demand for available land, increasing its cost and creating spatial issues, the integration of photovoltaics on the roof of greenhouses is a highly viable solution. Simultaneously, the use of solar radiation is critical to maintain optimal crop development, while also being a renewable energy source. However, photovoltaics reduce the incoming solar radiation in the greenhouse, due to their shade. Shading can be either beneficial for the crops or not, depending on the crop type, thus it is vital to find the shading caused by photovoltaics both temporally and spatially. In this study, a model calculating the shading in a greenhouse due to roof-integrated photovoltaics is developed, based on the Sun position, the geometry of both the greenhouse and of the roof-integrated photovoltaics and their position on the greenhouse roof. Calculating the coefficient of variation of radiation data, for the shaded and unshaded areas using the proposed algorithm, it was found the coefficient of variation for the shaded areas is lower than that for the unshaded areas for a least 76% of the time. Also, the radiation values under the shaded area are more uniform. The proposed model is a tool for PV designers, operators, and owners, in order to optimize the potential of their solar panel installations.</description><subject>Agricultural economics</subject><subject>Algorithms</subject><subject>Coefficient of variation</subject><subject>Crop development</subject><subject>Crops</subject><subject>Earth and Environmental Science</subject><subject>Ecology</subject><subject>Energy</subject><subject>Energy consumption</subject><subject>Environment</subject><subject>Finite element analysis</subject><subject>Flowers &amp; plants</subject><subject>Greenhouses</subject><subject>Investigations</subject><subject>Light</subject><subject>Linear algebra</subject><subject>Methods</subject><subject>Microclimate</subject><subject>Numerical analysis</subject><subject>Optimization</subject><subject>Original Article</subject><subject>Photosynthesis</subject><subject>Photovoltaic cells</subject><subject>Photovoltaics</subject><subject>Plant growth</subject><subject>Radiation</subject><subject>Renewable energy sources</subject><subject>Roofs</subject><subject>Shade</subject><subject>Shading</subject><subject>Solar energy</subject><subject>Solar panels</subject><subject>Solar radiation</subject><subject>Temperature</subject><issn>2363-7692</issn><issn>2363-8338</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kEtrwzAQhEVpoSHNH-hJ0LPb1ctSjiH0BYFemrOQZcl2caxUkgv593XrQG897cLOzA4fQrcE7gmAfEgc1pIXQFkBwKAs-AVaUFayQjGmLs-7LNf0Gq1S6irgnBK1lmqB9psBm74JscvtAfsQsTW9HXuTu6HBuXU4taZ22EZnsqtxdcJNdG5ow5gc7obsmvh7OLYhh6_QZ9PZdIOuvOmTW53nEu2fHt-3L8Xu7fl1u9kVdmqUC1-VFJgEUKymnnovDCFeWEOsciBAVRxqq4TiZc18qVylFC2954I6kLVlS3Q35x5j-BxdyvojjHGYXuqJQ0mEFEJOKjqrbAwpRef1MXYHE0-agP4hqGeCeiKofwlqPpnYbEqTeGhc_Iv-x_UNkIN0Ow</recordid><startdate>20240601</startdate><enddate>20240601</enddate><creator>Petrakis, Theodoros</creator><creator>Thomopoulos, Vasileios</creator><creator>Kavga, Angeliki</creator><creator>Argiriou, Athanassios A.</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-2914-3713</orcidid></search><sort><creationdate>20240601</creationdate><title>An algorithm for calculating the shade created by greenhouse integrated photovoltaics</title><author>Petrakis, Theodoros ; Thomopoulos, Vasileios ; Kavga, Angeliki ; Argiriou, Athanassios A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c363t-fb620370083d2f2ff5a11f5ca1c8e0508b40dc85846d3f68eb8826ff452e07dc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Agricultural economics</topic><topic>Algorithms</topic><topic>Coefficient of variation</topic><topic>Crop development</topic><topic>Crops</topic><topic>Earth and Environmental Science</topic><topic>Ecology</topic><topic>Energy</topic><topic>Energy consumption</topic><topic>Environment</topic><topic>Finite element analysis</topic><topic>Flowers &amp; plants</topic><topic>Greenhouses</topic><topic>Investigations</topic><topic>Light</topic><topic>Linear algebra</topic><topic>Methods</topic><topic>Microclimate</topic><topic>Numerical analysis</topic><topic>Optimization</topic><topic>Original Article</topic><topic>Photosynthesis</topic><topic>Photovoltaic cells</topic><topic>Photovoltaics</topic><topic>Plant growth</topic><topic>Radiation</topic><topic>Renewable energy sources</topic><topic>Roofs</topic><topic>Shade</topic><topic>Shading</topic><topic>Solar energy</topic><topic>Solar panels</topic><topic>Solar radiation</topic><topic>Temperature</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Petrakis, Theodoros</creatorcontrib><creatorcontrib>Thomopoulos, Vasileios</creatorcontrib><creatorcontrib>Kavga, Angeliki</creatorcontrib><creatorcontrib>Argiriou, Athanassios A.</creatorcontrib><collection>SpringerOpen</collection><collection>CrossRef</collection><jtitle>Energy, ecology and environment (Online)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Petrakis, Theodoros</au><au>Thomopoulos, Vasileios</au><au>Kavga, Angeliki</au><au>Argiriou, Athanassios A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An algorithm for calculating the shade created by greenhouse integrated photovoltaics</atitle><jtitle>Energy, ecology and environment (Online)</jtitle><stitle>Energ. Ecol. Environ</stitle><date>2024-06-01</date><risdate>2024</risdate><volume>9</volume><issue>3</issue><spage>272</spage><epage>300</epage><pages>272-300</pages><issn>2363-7692</issn><eissn>2363-8338</eissn><abstract>Integration of photovoltaic modules into greenhouse roofs is a novel and intriguing method. The cost of products grown in greenhouses is particularly high because of their high energy consumption for heating and cooling, and at the same time the increase in demand for available land, increasing its cost and creating spatial issues, the integration of photovoltaics on the roof of greenhouses is a highly viable solution. Simultaneously, the use of solar radiation is critical to maintain optimal crop development, while also being a renewable energy source. However, photovoltaics reduce the incoming solar radiation in the greenhouse, due to their shade. Shading can be either beneficial for the crops or not, depending on the crop type, thus it is vital to find the shading caused by photovoltaics both temporally and spatially. In this study, a model calculating the shading in a greenhouse due to roof-integrated photovoltaics is developed, based on the Sun position, the geometry of both the greenhouse and of the roof-integrated photovoltaics and their position on the greenhouse roof. Calculating the coefficient of variation of radiation data, for the shaded and unshaded areas using the proposed algorithm, it was found the coefficient of variation for the shaded areas is lower than that for the unshaded areas for a least 76% of the time. Also, the radiation values under the shaded area are more uniform. The proposed model is a tool for PV designers, operators, and owners, in order to optimize the potential of their solar panel installations.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s40974-023-00306-4</doi><tpages>29</tpages><orcidid>https://orcid.org/0000-0002-2914-3713</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2363-7692
ispartof Energy, ecology and environment (Online), 2024-06, Vol.9 (3), p.272-300
issn 2363-7692
2363-8338
language eng
recordid cdi_proquest_journals_3066157557
source Springer Nature
subjects Agricultural economics
Algorithms
Coefficient of variation
Crop development
Crops
Earth and Environmental Science
Ecology
Energy
Energy consumption
Environment
Finite element analysis
Flowers & plants
Greenhouses
Investigations
Light
Linear algebra
Methods
Microclimate
Numerical analysis
Optimization
Original Article
Photosynthesis
Photovoltaic cells
Photovoltaics
Plant growth
Radiation
Renewable energy sources
Roofs
Shade
Shading
Solar energy
Solar panels
Solar radiation
Temperature
title An algorithm for calculating the shade created by greenhouse integrated photovoltaics
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-26T00%3A12%3A08IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=An%20algorithm%20for%20calculating%20the%20shade%20created%20by%20greenhouse%20integrated%20photovoltaics&rft.jtitle=Energy,%20ecology%20and%20environment%20(Online)&rft.au=Petrakis,%20Theodoros&rft.date=2024-06-01&rft.volume=9&rft.issue=3&rft.spage=272&rft.epage=300&rft.pages=272-300&rft.issn=2363-7692&rft.eissn=2363-8338&rft_id=info:doi/10.1007/s40974-023-00306-4&rft_dat=%3Cproquest_cross%3E3066157557%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c363t-fb620370083d2f2ff5a11f5ca1c8e0508b40dc85846d3f68eb8826ff452e07dc3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3066157557&rft_id=info:pmid/&rfr_iscdi=true