Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica
Autor(a) principal: | |
---|---|
Data de Publicação: | 2023 |
Tipo de documento: | Tese |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações do UNIOESTE |
Texto Completo: | https://tede.unioeste.br/handle/tede/6846 |
Resumo: | Fertigation represents an advanced and effective approach to modern agriculture, since it has integrant such as energy, irrigation, and precise nutrient application. This technique has contributed to increase agricultural productivity, water conservation, energy resources, as well as some decrease regarding environmental impacts. So, it has played a substantial role in sustainable food production. Energy is crucial for fertigation as it is required to improve systems of pumping, filtering, water and nutrient distribution. Thus, photovoltaic solar energy has emerged as a clean and sustainable source to improve these systems, since it decreases operational costs and environmental impacts associated to agricultural production. Therefore, this study aimed at calculating the coefficients of water distribution uniformity and urea concentrations at different levels and to evaluate whether energy supply variability has intervened in uniformity coefficients. In the irrigation system, data collection was carried out using the methodology proposed by Keller and Karmeli (1975) by the flow rate determining at four emitters per lateral line. The study identified both urea concentration limit to ensure high uniformity and application efficiency, and control charts were analyzed for flow rate uniformity, pH, and electrical conductivity in a drip fertigation system with urea. Results showed that photovoltaic energy increased its output during summertime, but the system's power values remained unstable, which interfered on the irrigation process. The charge controller system did not achieve the desired stabilization in the overall system. Uniformity was rated as excellent in treatments 1 and 3 for CUC and 3 and 7 for CUD, while the lowest uniformity values were recorded for treatments 4 and 8, where the highest fertilizer concentration was applied. The distribution uniformity coefficient kept values above 90% over time in treatments 3 and 7, which had fertilizer concentration of 5 g L-1, and were classified as excellent. The study concluded that the use of charge controllers and battery banks in photovoltaic drip irrigation systems is not recommended, as the system's inclusion did not achieve the desired current and voltage stabilization. Furthermore, a limit concentration of 5 g L-1 is recommended for fertigation because there was some change in uniformity when this value was exceeded. Finally, it is important to emphasize the need for further studies to reduce water application and nutrients and increase distribution uniformity in precision irrigation. However, the techniques of statistical control regarding the process quality, applied in this study, can be available to identify and diagnose process variability. Lastly, this study has shown that photovoltaic solar energy can be applied in irrigation, but charge controllers and battery banks should not be applied in photovoltaic fertigation systems. |
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Vilas Boas, Marcio Antoniohttp://lattes.cnpq.br/8467243260512730Vilas Boas, Marcio Antoniohttp://lattes.cnpq.br/8467243260512730Lopes, Allan Remorhttp://lattes.cnpq.br/9045830146839730Frigo, Jiam Pireshttp://lattes.cnpq.br/6443025153770870Mercante, Eriveltohttp://lattes.cnpq.br/4061800207647478Siqueira, Jair Antonio Cruzhttp://lattes.cnpq.br/5644626331586827http://lattes.cnpq.br/6052183107492017Bazei, Bruna Caroline2023-10-23T13:10:26Z2023-06-13BAZEI, Bruna Caroline. Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica. 2023. 119 f. Tese (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Estadual do Oeste do Paraná, Cascavel - PR.https://tede.unioeste.br/handle/tede/6846Fertigation represents an advanced and effective approach to modern agriculture, since it has integrant such as energy, irrigation, and precise nutrient application. This technique has contributed to increase agricultural productivity, water conservation, energy resources, as well as some decrease regarding environmental impacts. So, it has played a substantial role in sustainable food production. Energy is crucial for fertigation as it is required to improve systems of pumping, filtering, water and nutrient distribution. Thus, photovoltaic solar energy has emerged as a clean and sustainable source to improve these systems, since it decreases operational costs and environmental impacts associated to agricultural production. Therefore, this study aimed at calculating the coefficients of water distribution uniformity and urea concentrations at different levels and to evaluate whether energy supply variability has intervened in uniformity coefficients. In the irrigation system, data collection was carried out using the methodology proposed by Keller and Karmeli (1975) by the flow rate determining at four emitters per lateral line. The study identified both urea concentration limit to ensure high uniformity and application efficiency, and control charts were analyzed for flow rate uniformity, pH, and electrical conductivity in a drip fertigation system with urea. Results showed that photovoltaic energy increased its output during summertime, but the system's power values remained unstable, which interfered on the irrigation process. The charge controller system did not achieve the desired stabilization in the overall system. Uniformity was rated as excellent in treatments 1 and 3 for CUC and 3 and 7 for CUD, while the lowest uniformity values were recorded for treatments 4 and 8, where the highest fertilizer concentration was applied. The distribution uniformity coefficient kept values above 90% over time in treatments 3 and 7, which had fertilizer concentration of 5 g L-1, and were classified as excellent. The study concluded that the use of charge controllers and battery banks in photovoltaic drip irrigation systems is not recommended, as the system's inclusion did not achieve the desired current and voltage stabilization. Furthermore, a limit concentration of 5 g L-1 is recommended for fertigation because there was some change in uniformity when this value was exceeded. Finally, it is important to emphasize the need for further studies to reduce water application and nutrients and increase distribution uniformity in precision irrigation. However, the techniques of statistical control regarding the process quality, applied in this study, can be available to identify and diagnose process variability. Lastly, this study has shown that photovoltaic solar energy can be applied in irrigation, but charge controllers and battery banks should not be applied in photovoltaic fertigation systems.A fertirrigação representa uma abordagem avançada e eficaz para a agricultura moderna, pois traz como integrantes energia, irrigação e aplicação em culturas que precisam de nutrientes. Essa técnica contribui para o aumento da produtividade agrícola, a economia de recursos hídricos e energéticos, bem como para a redução dos impactos ambientais, além de desempenhar papel fundamental na produção sustentável de alimentos. A energia é crucial para a fertirrigação, e necessária para alimentar os sistemas de bombeamento, filtragem e distribuição de água e nutrientes. Nesse contexto, a energia solar fotovoltaica tem se destacado como uma fonte limpa e sustentável para alimentar esses sistemas, pois reduz os custos operacionais e os impactos ambientais associados à produção agrícola. Assim, este estudo teve como objetivo calcular os coeficientes de uniformidade de distribuição de água e concentrações de ureia em diferentes níveis, além de avaliar se a variabilidade no fornecimento de energia interferiu nos coeficientes de uniformidade. No sistema de irrigação, a coleta dos dados foi realizada de acordo com a metodologia proposta por Keller e Karmeli (1975) pela determinação da vazão em quatro emissores por linha lateral. Foram apontadas tanto a concentração limite de ureia para garantir altos índices de uniformidade como a eficiência de aplicação, e analisados os gráficos de controle para a uniformidade da vazão, pH e condutividade elétrica em um sistema de fertirrigação por gotejamento com ureia. Os resultados mostraram que a energia fotovoltaica apresentou aumento em sua potência no período de verão, mas os valores de potência fornecida pelo sistema mantiveram-se instáveis, interferindo no processo de irrigação. O sistema de controlador de carga não executou a estabilização desejada no sistema. A uniformidade apresentou classificação de excelência nos tratamentos 1 e 3 para CUC e 3 e 7 para CUD, e os menores valores de uniformidade encontram-se nos tratamentos 4 e 8, onde foi aplicada a maior concentração de fertilizante. O coeficiente de uniformidade de distribuição foi capaz de manter seu valor superior a 90% ao longo do tempo nos tratamentos 3 e 7, os quais apresentam concentração de fertilizante de 5 g L-1, os quais foram classificados como excelentes. O estudo conclui que a utilização do controlador de carga e banco de baterias no sistema fotovoltaico na irrigação por gotejamento autônoma não é recomendada, uma vez que o efeito da inclusão do sistema não obteve a estabilização de corrente nem a tensão desejada. Além disso, recomenda-se a concentração limite de 5 g L-1 na fertirrigação, pois houve alteração na uniformidade quando ultrapassado esse valor. Por fim, é importante ressaltar a necessidade de mais estudos para reduzir o uso de água e nutrientes e aumentar a uniformidade de distribuição na irrigação localizada, mas as técnicas de controle estatístico de qualidade do processo, utilizadas neste estudo, podem ser úteis para identificar e diagnosticar a variabilidade do processo. Logo, o estudo mostrou que a energia solar fotovoltaica pode ser utilizada na irrigação, mas o controlador de carga e o banco de baterias não devem ser utilizados no sistema de fertirrigação fotovoltaico.Submitted by Neusa Fagundes (neusa.fagundes@unioeste.br) on 2023-10-23T13:10:26Z No. of bitstreams: 1 Bruna_Bazei2023.pdf: 3185301 bytes, checksum: eba0275d50fc17a5a74eba99c80fb30c (MD5)Made available in DSpace on 2023-10-23T13:10:26Z (GMT). No. of bitstreams: 1 Bruna_Bazei2023.pdf: 3185301 bytes, checksum: eba0275d50fc17a5a74eba99c80fb30c (MD5) Previous issue date: 2023-06-13application/pdfpor6588633818200016417500Universidade Estadual do Oeste do ParanáCascavelPrograma de Pós-Graduação em Engenharia AgrícolaUNIOESTEBrasilCentro de Ciências Exatas e Tecnológicashttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessEnergia Solar RenovávelAgricultura FertirrigadaControle de Qualidade EstatísticoPerformance do ProcessoRenewable Solar EnergyFertigated AgricultureStatistical Quality ControlProcess PerformanceRecursos Hídricos e Saneamento AmbientalFertirrigação por gotejamento com sistema de bombeamento fotovoltaicaDrip irrigation with photovoltaic pumping systeminfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis-53476924504160521296006002214374442868382015reponame:Biblioteca Digital de Teses e Dissertações do UNIOESTEinstname:Universidade Estadual do Oeste do Paraná (UNIOESTE)instacron:UNIOESTEORIGINALBruna_Bazei2023.pdfBruna_Bazei2023.pdfapplication/pdf3185301http://tede.unioeste.br:8080/tede/bitstream/tede/6846/2/Bruna_Bazei2023.pdfeba0275d50fc17a5a74eba99c80fb30cMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://tede.unioeste.br:8080/tede/bitstream/tede/6846/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede/68462023-11-01 09:52:01.784oai:tede.unioeste.br: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Biblioteca Digital de Teses e Dissertaçõeshttp://tede.unioeste.br/PUBhttp://tede.unioeste.br/oai/requestbiblioteca.repositorio@unioeste.bropendoar:2023-11-01T12:52:01Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE)false |
dc.title.por.fl_str_mv |
Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica |
dc.title.alternative.eng.fl_str_mv |
Drip irrigation with photovoltaic pumping system |
title |
Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica |
spellingShingle |
Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica Bazei, Bruna Caroline Energia Solar Renovável Agricultura Fertirrigada Controle de Qualidade Estatístico Performance do Processo Renewable Solar Energy Fertigated Agriculture Statistical Quality Control Process Performance Recursos Hídricos e Saneamento Ambiental |
title_short |
Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica |
title_full |
Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica |
title_fullStr |
Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica |
title_full_unstemmed |
Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica |
title_sort |
Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica |
author |
Bazei, Bruna Caroline |
author_facet |
Bazei, Bruna Caroline |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Vilas Boas, Marcio Antonio |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/8467243260512730 |
dc.contributor.referee1.fl_str_mv |
Vilas Boas, Marcio Antonio |
dc.contributor.referee1Lattes.fl_str_mv |
http://lattes.cnpq.br/8467243260512730 |
dc.contributor.referee2.fl_str_mv |
Lopes, Allan Remor |
dc.contributor.referee2Lattes.fl_str_mv |
http://lattes.cnpq.br/9045830146839730 |
dc.contributor.referee3.fl_str_mv |
Frigo, Jiam Pires |
dc.contributor.referee3Lattes.fl_str_mv |
http://lattes.cnpq.br/6443025153770870 |
dc.contributor.referee4.fl_str_mv |
Mercante, Erivelto |
dc.contributor.referee4Lattes.fl_str_mv |
http://lattes.cnpq.br/4061800207647478 |
dc.contributor.referee5.fl_str_mv |
Siqueira, Jair Antonio Cruz |
dc.contributor.referee5Lattes.fl_str_mv |
http://lattes.cnpq.br/5644626331586827 |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/6052183107492017 |
dc.contributor.author.fl_str_mv |
Bazei, Bruna Caroline |
contributor_str_mv |
Vilas Boas, Marcio Antonio Vilas Boas, Marcio Antonio Lopes, Allan Remor Frigo, Jiam Pires Mercante, Erivelto Siqueira, Jair Antonio Cruz |
dc.subject.por.fl_str_mv |
Energia Solar Renovável Agricultura Fertirrigada Controle de Qualidade Estatístico Performance do Processo |
topic |
Energia Solar Renovável Agricultura Fertirrigada Controle de Qualidade Estatístico Performance do Processo Renewable Solar Energy Fertigated Agriculture Statistical Quality Control Process Performance Recursos Hídricos e Saneamento Ambiental |
dc.subject.eng.fl_str_mv |
Renewable Solar Energy Fertigated Agriculture Statistical Quality Control Process Performance |
dc.subject.cnpq.fl_str_mv |
Recursos Hídricos e Saneamento Ambiental |
description |
Fertigation represents an advanced and effective approach to modern agriculture, since it has integrant such as energy, irrigation, and precise nutrient application. This technique has contributed to increase agricultural productivity, water conservation, energy resources, as well as some decrease regarding environmental impacts. So, it has played a substantial role in sustainable food production. Energy is crucial for fertigation as it is required to improve systems of pumping, filtering, water and nutrient distribution. Thus, photovoltaic solar energy has emerged as a clean and sustainable source to improve these systems, since it decreases operational costs and environmental impacts associated to agricultural production. Therefore, this study aimed at calculating the coefficients of water distribution uniformity and urea concentrations at different levels and to evaluate whether energy supply variability has intervened in uniformity coefficients. In the irrigation system, data collection was carried out using the methodology proposed by Keller and Karmeli (1975) by the flow rate determining at four emitters per lateral line. The study identified both urea concentration limit to ensure high uniformity and application efficiency, and control charts were analyzed for flow rate uniformity, pH, and electrical conductivity in a drip fertigation system with urea. Results showed that photovoltaic energy increased its output during summertime, but the system's power values remained unstable, which interfered on the irrigation process. The charge controller system did not achieve the desired stabilization in the overall system. Uniformity was rated as excellent in treatments 1 and 3 for CUC and 3 and 7 for CUD, while the lowest uniformity values were recorded for treatments 4 and 8, where the highest fertilizer concentration was applied. The distribution uniformity coefficient kept values above 90% over time in treatments 3 and 7, which had fertilizer concentration of 5 g L-1, and were classified as excellent. The study concluded that the use of charge controllers and battery banks in photovoltaic drip irrigation systems is not recommended, as the system's inclusion did not achieve the desired current and voltage stabilization. Furthermore, a limit concentration of 5 g L-1 is recommended for fertigation because there was some change in uniformity when this value was exceeded. Finally, it is important to emphasize the need for further studies to reduce water application and nutrients and increase distribution uniformity in precision irrigation. However, the techniques of statistical control regarding the process quality, applied in this study, can be available to identify and diagnose process variability. Lastly, this study has shown that photovoltaic solar energy can be applied in irrigation, but charge controllers and battery banks should not be applied in photovoltaic fertigation systems. |
publishDate |
2023 |
dc.date.accessioned.fl_str_mv |
2023-10-23T13:10:26Z |
dc.date.issued.fl_str_mv |
2023-06-13 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/doctoralThesis |
format |
doctoralThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
BAZEI, Bruna Caroline. Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica. 2023. 119 f. Tese (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Estadual do Oeste do Paraná, Cascavel - PR. |
dc.identifier.uri.fl_str_mv |
https://tede.unioeste.br/handle/tede/6846 |
identifier_str_mv |
BAZEI, Bruna Caroline. Fertirrigação por gotejamento com sistema de bombeamento fotovoltaica. 2023. 119 f. Tese (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Estadual do Oeste do Paraná, Cascavel - PR. |
url |
https://tede.unioeste.br/handle/tede/6846 |
dc.language.iso.fl_str_mv |
por |
language |
por |
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600 600 |
dc.relation.department.fl_str_mv |
2214374442868382015 |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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openAccess |
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Universidade Estadual do Oeste do Paraná Cascavel |
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Programa de Pós-Graduação em Engenharia Agrícola |
dc.publisher.initials.fl_str_mv |
UNIOESTE |
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Brasil |
dc.publisher.department.fl_str_mv |
Centro de Ciências Exatas e Tecnológicas |
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Universidade Estadual do Oeste do Paraná Cascavel |
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