Avaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PR
Autor(a) principal: | |
---|---|
Data de Publicação: | 2020 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações do UNIOESTE |
Texto Completo: | http://tede.unioeste.br/handle/tede/4994 |
Resumo: | This work aimed to carry out the technical and economic evaluation of a photovoltaic solar system connected to the grid installed at the State University of Western Paraná - UNIOESTE, campus of Cascavel - PR. The system was built with the objective of meeting the electricity demand of the Alternative Energy Systems Analysis Center (CASA Project), and consists of ten photovoltaic modules of 330 Wp each (two strings with five modules in series), and a 4 kWp voltage inverter. For the technical evaluation of the system, energy data collections were carried out in four different ways: the first one was using the data provided by the bidirectional meter installed in the system; the second one was using electricity bills provided by the local energy utility (COPEL); the third one was from the Solar Man website, where the data provided by the inverter is stored; and the fourth one was using data recorded by the electrical quantity analyzer (RE7000-EMBRASUL). As for the economic evaluation, a feasibility analysis of the system was carried out using the Net Present Value (NPV), the Internal Rate of Return (IRR) and the Discounted Payback (PBD) as decision criteria. The results obtained in the work show that the values of electricity generation collected by the website and by the RE7000 are close, with the values of the website slightly higher. The total efficiency of the system was 13.32%. The return on investment occurs in 12 years, the IRR was 14.1% and the NPV was R$ 25,564.07. These values show that the investment is viable. |
id |
UNIOESTE-1_628a59809cbc47ef02a19f344aa222c1 |
---|---|
oai_identifier_str |
oai:tede.unioeste.br:tede/4994 |
network_acronym_str |
UNIOESTE-1 |
network_name_str |
Biblioteca Digital de Teses e Dissertações do UNIOESTE |
repository_id_str |
|
spelling |
Nogueira, Carlos Eduardo Camargohttp://lattes.cnpq.br/7250468059476566Siqueira, Jair Antonio Cruzhttp://lattes.cnpq.br/5644626331586827Nogueira, Carlos Eduardo Camargohttp://lattes.cnpq.br/7250468059476566Prior, Maritanehttp://lattes.cnpq.br/4825760115389832Santos, José Airton Azevedo doshttp://lattes.cnpq.br/1208427854093144http://lattes.cnpq.br/1378684234618733Gazola, Thaís Caroline2020-10-06T17:21:20Z2020-02-27GAZOLA, Thaís Caroline. Avaliação técnico-econômica de um sistema fotovoltaico on grid instalado na Unioeste, Campus de Cascavel – PR. 2020. 81 f. Dissertação (Programa de Pós-Graduação em Engenharia de Energia na Agricultura) - Universidade Estadual do Oeste do Paraná, Cascavel - PR.http://tede.unioeste.br/handle/tede/4994This work aimed to carry out the technical and economic evaluation of a photovoltaic solar system connected to the grid installed at the State University of Western Paraná - UNIOESTE, campus of Cascavel - PR. The system was built with the objective of meeting the electricity demand of the Alternative Energy Systems Analysis Center (CASA Project), and consists of ten photovoltaic modules of 330 Wp each (two strings with five modules in series), and a 4 kWp voltage inverter. For the technical evaluation of the system, energy data collections were carried out in four different ways: the first one was using the data provided by the bidirectional meter installed in the system; the second one was using electricity bills provided by the local energy utility (COPEL); the third one was from the Solar Man website, where the data provided by the inverter is stored; and the fourth one was using data recorded by the electrical quantity analyzer (RE7000-EMBRASUL). As for the economic evaluation, a feasibility analysis of the system was carried out using the Net Present Value (NPV), the Internal Rate of Return (IRR) and the Discounted Payback (PBD) as decision criteria. The results obtained in the work show that the values of electricity generation collected by the website and by the RE7000 are close, with the values of the website slightly higher. The total efficiency of the system was 13.32%. The return on investment occurs in 12 years, the IRR was 14.1% and the NPV was R$ 25,564.07. These values show that the investment is viable.Este trabalho teve como objetivo realizar a avaliação técnica e econômica de um sistema solar fotovoltaico conectado à rede instalado na Universidade Estadual do Oeste do Paraná – UNIOESTE, campus de Cascavel – PR. O sistema foi construído com o objetivo de atender à demanda de energia elétrica do Centro de Análise de Sistemas Alternativos de Energia (Projeto CASA), e é composto por dez módulos fotovoltaicos de 330 Wp cada (duas strings com cinco módulos em série), e um inversor de tensão de 4 kWp. Para a avaliação técnica do sistema, foram realizadas coletas de dados de energia de quatro formas distintas: a primeira utilizando os dados que são fornecidos pelo medidor bidirecional instalado no sistema; a segunda por meio das faturas de energia elétrica fornecidas pela concessionária de energia local (COPEL); a terceira a partir do site Solar Man, no qual ficam armazenados os dados fornecidos pelo inversor; e a quarta utilizando os dados registrados pelo analisador de grandeza elétricas da EMBRASUL RE7000. Quanto à avaliação econômica, foi realizada uma análise de viabilidade do sistema, utilizando o Valor Presente Líquido (VPL), a Taxa Interna de Retorno (TIR) e o Payback Descontado (PBD) como critérios de decisão. Os resultados obtidos no trabalho apresentam que os valores de geração de energia elétrica coletados pelo site e RE7000 estão próximos, porém, com os valores do site ligeiramente maiores. A eficiência total do sistema foi de 13,32%. O retorno do investimento ocorre em 12 anos, a TIR é de 14,1% e o VPL é de R$25.564,07, valores que tornam o investimento viável.Submitted by Neusa Fagundes (neusa.fagundes@unioeste.br) on 2020-10-06T17:21:20Z No. of bitstreams: 2 Thaís_Gazola2020.pdf: 2526448 bytes, checksum: 9e832b44a825c2f7c998a02ff2fbddb2 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2020-10-06T17:21:20Z (GMT). No. of bitstreams: 2 Thaís_Gazola2020.pdf: 2526448 bytes, checksum: 9e832b44a825c2f7c998a02ff2fbddb2 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Previous issue date: 2020-02-27Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfpor6588633818200016417500Universidade Estadual do Oeste do ParanáCascavelPrograma de Pós-Graduação em Engenharia de Energia na AgriculturaUNIOESTEBrasilCentro de Ciências Exatas e Tecnológicashttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessSistema solar fotovoltaicoProdução de energiaAnálise econômicaPhotovoltaic solar systemEnergy productionEconomic analysisCIENCIAS AGRARIAS::ENGENHARIA AGRICOLAAvaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PRTechnical-economic Evaluation of an On Grid Photovoltaic System Installed at Unioeste, Campus of Cascavel – PRinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis2289958089820954741600600600600221437444286838201591854457215887615552075167498588264571reponame:Biblioteca Digital de Teses e Dissertações do UNIOESTEinstname:Universidade Estadual do Oeste do Paraná (UNIOESTE)instacron:UNIOESTEORIGINALThaís_Gazola2020.pdfThaís_Gazola2020.pdfapplication/pdf2526448http://tede.unioeste.br:8080/tede/bitstream/tede/4994/5/Tha%C3%ADs_Gazola2020.pdf9e832b44a825c2f7c998a02ff2fbddb2MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://tede.unioeste.br:8080/tede/bitstream/tede/4994/2/license_url4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80http://tede.unioeste.br:8080/tede/bitstream/tede/4994/3/license_textd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80http://tede.unioeste.br:8080/tede/bitstream/tede/4994/4/license_rdfd41d8cd98f00b204e9800998ecf8427eMD54LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://tede.unioeste.br:8080/tede/bitstream/tede/4994/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede/49942020-10-06 14:21:20.494oai: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:2020-10-06T17:21:20Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE)false |
dc.title.por.fl_str_mv |
Avaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PR |
dc.title.alternative.eng.fl_str_mv |
Technical-economic Evaluation of an On Grid Photovoltaic System Installed at Unioeste, Campus of Cascavel – PR |
title |
Avaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PR |
spellingShingle |
Avaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PR Gazola, Thaís Caroline Sistema solar fotovoltaico Produção de energia Análise econômica Photovoltaic solar system Energy production Economic analysis CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA |
title_short |
Avaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PR |
title_full |
Avaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PR |
title_fullStr |
Avaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PR |
title_full_unstemmed |
Avaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PR |
title_sort |
Avaliação Técnico-econômica de um Sistema Fotovoltaico On Grid Instalado na Unioeste, Campus de Cascavel – PR |
author |
Gazola, Thaís Caroline |
author_facet |
Gazola, Thaís Caroline |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Nogueira, Carlos Eduardo Camargo |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/7250468059476566 |
dc.contributor.advisor-co1.fl_str_mv |
Siqueira, Jair Antonio Cruz |
dc.contributor.advisor-co1Lattes.fl_str_mv |
http://lattes.cnpq.br/5644626331586827 |
dc.contributor.referee1.fl_str_mv |
Nogueira, Carlos Eduardo Camargo |
dc.contributor.referee1Lattes.fl_str_mv |
http://lattes.cnpq.br/7250468059476566 |
dc.contributor.referee2.fl_str_mv |
Prior, Maritane |
dc.contributor.referee2Lattes.fl_str_mv |
http://lattes.cnpq.br/4825760115389832 |
dc.contributor.referee3.fl_str_mv |
Santos, José Airton Azevedo dos |
dc.contributor.referee3Lattes.fl_str_mv |
http://lattes.cnpq.br/1208427854093144 |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/1378684234618733 |
dc.contributor.author.fl_str_mv |
Gazola, Thaís Caroline |
contributor_str_mv |
Nogueira, Carlos Eduardo Camargo Siqueira, Jair Antonio Cruz Nogueira, Carlos Eduardo Camargo Prior, Maritane Santos, José Airton Azevedo dos |
dc.subject.por.fl_str_mv |
Sistema solar fotovoltaico Produção de energia Análise econômica |
topic |
Sistema solar fotovoltaico Produção de energia Análise econômica Photovoltaic solar system Energy production Economic analysis CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA |
dc.subject.eng.fl_str_mv |
Photovoltaic solar system Energy production Economic analysis |
dc.subject.cnpq.fl_str_mv |
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA |
description |
This work aimed to carry out the technical and economic evaluation of a photovoltaic solar system connected to the grid installed at the State University of Western Paraná - UNIOESTE, campus of Cascavel - PR. The system was built with the objective of meeting the electricity demand of the Alternative Energy Systems Analysis Center (CASA Project), and consists of ten photovoltaic modules of 330 Wp each (two strings with five modules in series), and a 4 kWp voltage inverter. For the technical evaluation of the system, energy data collections were carried out in four different ways: the first one was using the data provided by the bidirectional meter installed in the system; the second one was using electricity bills provided by the local energy utility (COPEL); the third one was from the Solar Man website, where the data provided by the inverter is stored; and the fourth one was using data recorded by the electrical quantity analyzer (RE7000-EMBRASUL). As for the economic evaluation, a feasibility analysis of the system was carried out using the Net Present Value (NPV), the Internal Rate of Return (IRR) and the Discounted Payback (PBD) as decision criteria. The results obtained in the work show that the values of electricity generation collected by the website and by the RE7000 are close, with the values of the website slightly higher. The total efficiency of the system was 13.32%. The return on investment occurs in 12 years, the IRR was 14.1% and the NPV was R$ 25,564.07. These values show that the investment is viable. |
publishDate |
2020 |
dc.date.accessioned.fl_str_mv |
2020-10-06T17:21:20Z |
dc.date.issued.fl_str_mv |
2020-02-27 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
GAZOLA, Thaís Caroline. Avaliação técnico-econômica de um sistema fotovoltaico on grid instalado na Unioeste, Campus de Cascavel – PR. 2020. 81 f. Dissertação (Programa de Pós-Graduação em Engenharia de Energia na Agricultura) - Universidade Estadual do Oeste do Paraná, Cascavel - PR. |
dc.identifier.uri.fl_str_mv |
http://tede.unioeste.br/handle/tede/4994 |
identifier_str_mv |
GAZOLA, Thaís Caroline. Avaliação técnico-econômica de um sistema fotovoltaico on grid instalado na Unioeste, Campus de Cascavel – PR. 2020. 81 f. Dissertação (Programa de Pós-Graduação em Engenharia de Energia na Agricultura) - Universidade Estadual do Oeste do Paraná, Cascavel - PR. |
url |
http://tede.unioeste.br/handle/tede/4994 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.program.fl_str_mv |
2289958089820954741 |
dc.relation.confidence.fl_str_mv |
600 600 600 600 |
dc.relation.department.fl_str_mv |
2214374442868382015 |
dc.relation.cnpq.fl_str_mv |
9185445721588761555 |
dc.relation.sponsorship.fl_str_mv |
2075167498588264571 |
dc.rights.driver.fl_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Estadual do Oeste do Paraná Cascavel |
dc.publisher.program.fl_str_mv |
Programa de Pós-Graduação em Engenharia de Energia na Agricultura |
dc.publisher.initials.fl_str_mv |
UNIOESTE |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Centro de Ciências Exatas e Tecnológicas |
publisher.none.fl_str_mv |
Universidade Estadual do Oeste do Paraná Cascavel |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações do UNIOESTE instname:Universidade Estadual do Oeste do Paraná (UNIOESTE) instacron:UNIOESTE |
instname_str |
Universidade Estadual do Oeste do Paraná (UNIOESTE) |
instacron_str |
UNIOESTE |
institution |
UNIOESTE |
reponame_str |
Biblioteca Digital de Teses e Dissertações do UNIOESTE |
collection |
Biblioteca Digital de Teses e Dissertações do UNIOESTE |
bitstream.url.fl_str_mv |
http://tede.unioeste.br:8080/tede/bitstream/tede/4994/5/Tha%C3%ADs_Gazola2020.pdf http://tede.unioeste.br:8080/tede/bitstream/tede/4994/2/license_url http://tede.unioeste.br:8080/tede/bitstream/tede/4994/3/license_text http://tede.unioeste.br:8080/tede/bitstream/tede/4994/4/license_rdf http://tede.unioeste.br:8080/tede/bitstream/tede/4994/1/license.txt |
bitstream.checksum.fl_str_mv |
9e832b44a825c2f7c998a02ff2fbddb2 4afdbb8c545fd630ea7db775da747b2f d41d8cd98f00b204e9800998ecf8427e d41d8cd98f00b204e9800998ecf8427e bd3efa91386c1718a7f26a329fdcb468 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE) |
repository.mail.fl_str_mv |
biblioteca.repositorio@unioeste.br |
_version_ |
1811723430316212224 |