Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveis

Detalhes bibliográficos
Autor(a) principal: Medeiros, Susane Eterna Leite
Data de Publicação: 2018
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFPB
Texto Completo: https://repositorio.ufpb.br/jspui/handle/123456789/13502
Resumo: The purpose of this work was to understand the dynamics of climate evolution inherent to the Sertão Paraibano mesoregion, in order to verify the effects of its changes on the potential of electricity production by renewable sources, in particular solar photovoltaic and hydraulic, since these depend on natural resources that may be influenced by climatic conditions. The Sertão Paraibano mesoregion has social, economic and environmental relevance because it contains the state's largest water complex, Coremas-Mãe D'água, used for both the population supply and irrigation and electricity generation by a Small Hydroelectric Plant (SHP). In the study of trends with precipitation data, five meteorological stations were used. The non-parametric Mann-Kendall test was applied to the monthly, quarterly, half-yearly and annual data series for each station. The results indicated a significant tendency of increase for precipitation, observed in four of the five meteorological stations, especially in the annual evaluation, with increments between 2.67 mm/year and 5.45 mm/year. Given the scarcity of meteorological stations with temperature data, data estimated by the Estima_T program for seven localities and data available in two stations maintained by the National Institute of Meteorology (INMET) were used. A low dispersion of the data was obtained in relation to the annual average values, thus, low variability, with the average annual air temperature being between 21.9 ºC (in Teixeira) and 27.8 ºC (in Patos), as expected for regions of semi-arid climate of the Brazilian Northeast. In addition, significant increase trends were observed for mean air temperature in all locations, ranging from 0.008 °C/year to 0.011 °C/year. In view of these climatic changes observed for the Sertão Paraibano mesoregion, it was sought to verify its influence on the potential of energy generation by renewable sources, analyzing the relation between precipitation and the average tributaries and the generation of electricity by the SHP of Coremas. Increases in average air temperature would decrease the efficiency of photovoltaic panels, since the ability to generate electricity depends on its operating temperature. Thus, a direct and significant correlation was observed mainly by comparing the cumulative precipitation in the year of observation together with the two years prior to the production of electricity by SHP. However, the increases observed for precipitation did not influence the electricity production at the plant, due to the prioritization of the multiple uses of the reservoir water. In relation to the potential of photovoltaic solar energy generation, the Sertão Paraibano presented excellent conditions for the implementation of this type of renewable source and the results showed that the electricity generated would be smaller considering for the calculations the last 10 years of average temperature data of the air, ie the most recent data, than if using the oldest data (10 first years) or the complete series. However, this difference was very small and it was possible to conclude that despite the high temperatures recorded and the increases observed from the trend analysis, the potential of energy generation by solar photovoltaic source did not suffer significant changes.
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spelling Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveisMudanças climáticasAnálise de tendênciasTeste de Mann-KendallSemiáridoPotencial energéticoEnergias renováveisClimate changeTrend analysisMann-Kendall testSemi-aridEnergetic potentialRenewable energyMudanças climáticasAnálise de tendênciasTeste de Mann-KendallSemiáridoPotencial energéticoCNPQ::ENGENHARIASThe purpose of this work was to understand the dynamics of climate evolution inherent to the Sertão Paraibano mesoregion, in order to verify the effects of its changes on the potential of electricity production by renewable sources, in particular solar photovoltaic and hydraulic, since these depend on natural resources that may be influenced by climatic conditions. The Sertão Paraibano mesoregion has social, economic and environmental relevance because it contains the state's largest water complex, Coremas-Mãe D'água, used for both the population supply and irrigation and electricity generation by a Small Hydroelectric Plant (SHP). In the study of trends with precipitation data, five meteorological stations were used. The non-parametric Mann-Kendall test was applied to the monthly, quarterly, half-yearly and annual data series for each station. The results indicated a significant tendency of increase for precipitation, observed in four of the five meteorological stations, especially in the annual evaluation, with increments between 2.67 mm/year and 5.45 mm/year. Given the scarcity of meteorological stations with temperature data, data estimated by the Estima_T program for seven localities and data available in two stations maintained by the National Institute of Meteorology (INMET) were used. A low dispersion of the data was obtained in relation to the annual average values, thus, low variability, with the average annual air temperature being between 21.9 ºC (in Teixeira) and 27.8 ºC (in Patos), as expected for regions of semi-arid climate of the Brazilian Northeast. In addition, significant increase trends were observed for mean air temperature in all locations, ranging from 0.008 °C/year to 0.011 °C/year. In view of these climatic changes observed for the Sertão Paraibano mesoregion, it was sought to verify its influence on the potential of energy generation by renewable sources, analyzing the relation between precipitation and the average tributaries and the generation of electricity by the SHP of Coremas. Increases in average air temperature would decrease the efficiency of photovoltaic panels, since the ability to generate electricity depends on its operating temperature. Thus, a direct and significant correlation was observed mainly by comparing the cumulative precipitation in the year of observation together with the two years prior to the production of electricity by SHP. However, the increases observed for precipitation did not influence the electricity production at the plant, due to the prioritization of the multiple uses of the reservoir water. In relation to the potential of photovoltaic solar energy generation, the Sertão Paraibano presented excellent conditions for the implementation of this type of renewable source and the results showed that the electricity generated would be smaller considering for the calculations the last 10 years of average temperature data of the air, ie the most recent data, than if using the oldest data (10 first years) or the complete series. However, this difference was very small and it was possible to conclude that despite the high temperatures recorded and the increases observed from the trend analysis, the potential of energy generation by solar photovoltaic source did not suffer significant changes.Fundação de Apoio à Pesquisa do Estado da Paraíba - FAPESQA proposta deste trabalho foi compreender a dinâmica de evolução climática inerente à mesorregião do Sertão Paraibano, com o intuito de verificar os efeitos de suas mudanças sobre o potencial de produção de eletricidade por fontes renováveis, em particular a solar fotovoltaica e hidráulica, uma vez que essas dependem de recursos naturais que podem sofrer influência das condições climáticas. A mesorregião do Sertão Paraibano possui relevância social, econômica e ambiental por conter o maior complexo hídrico do estado, Coremas-Mãe D’água, utilizado tanto para o abastecimento da população quanto a irrigação e a geração de eletricidade por uma Pequena Central Hidroelétrica (PCH). No estudo sobre tendências com dados de precipitação, foram utilizadas cinco estações meteorológicas. O teste não-paramétrico de Mann-Kendall foi aplicado às séries de dados mensais, trimestrais, semestrais e anuais para cada estação. Os resultados indicaram tendência significativa de aumento para a precipitação, verificada em quatro das cinco estações meteorológicas, especialmente na avaliação anual, com incrementos entre 2,67 mm/ano e 5,45 mm/ano. Perante a escassez de estações meteorológicas com dados de temperatura, utilizou-se dados estimados pelo programa Estima_T para sete localidades e dados disponibilizados em duas estações mantidas pelo Instituto Nacional de Meteorologia (INMET). Aferiu-se baixa dispersão dos dados em relação aos valores médios anuais, portanto, baixa variabilidade, ficando a temperatura média anual do ar entre 21,9 ºC (em Teixeira) e 27,8 ºC (em Patos), como esperado para regiões de clima semiárido do Nordeste brasileiro. Além disso, constatou-se tendências significativas de aumento para a temperatura média do ar em todas as localidades, variando de 0,008 ºC/ano a 0,011 ºC/ano. Diante dessas alterações climáticas observadas para a mesorregião do Sertão Paraibano, buscou-se verificar sua influência sobre o potencial de geração de energia por fontes renováveis, analisando a relação entre precipitação e as vazões afluentes médias e a geração de eletricidade pela PCH de Coremas e se os aumentos na temperatura média do ar diminuiriam a eficiência dos painéis fotovoltaicos, posto que a capacidade de gerar eletricidade depende de sua temperatura de operação. Sendo assim, percebeu-se forte correlação direta e significativa principalmente comparando a precipitação acumulada no ano de observação juntamente com os dois anos anteriores à produção de eletricidade pela PCH. Contudo, os aumentos observados para a precipitação não influenciaram efetivamente a produção de eletricidade na usina, devido a priorização dos múltiplos usos da água do reservatório. Em relação ao potencial de geração de energia solar fotovoltaica, o Sertão Paraibano apresentou excelentes condições para a implementação deste tipo de fonte renovável e os resultados mostraram que a eletricidade gerada seria menor considerando-se para os cálculos os últimos 10 anos de dados de temperatura média do ar, isto é, os dados mais recentes, do que se utilizando os dados mais antigos (10 primeiros anos) ou a série completa. Entretanto, essa diferença foi muito pequena e pôde-se concluir que apesar das elevadas temperaturas registradas e dos aumentos observados a partir da análise de tendências, o potencial de geração de energia por fonte solar fotovoltaica não sofreu alterações expressivas.Universidade Federal da ParaíbaBrasilEngenharia de Energias RenováveisPrograma de Pós-Graduação em Energias RenováveisUFPBAbrahão, Raphaelhttp://lattes.cnpq.br/4004535403450755Medeiros, Susane Eterna Leite2019-02-15T19:45:18Z2018-03-282019-02-15T19:45:18Z2018-02-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesishttps://repositorio.ufpb.br/jspui/handle/123456789/13502porAttribution-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nd/3.0/br/info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFPBinstname:Universidade Federal da Paraíba (UFPB)instacron:UFPB2019-02-15T19:45:18Zoai:repositorio.ufpb.br:123456789/13502Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufpb.br/PUBhttp://tede.biblioteca.ufpb.br:8080/oai/requestdiretoria@ufpb.br|| diretoria@ufpb.bropendoar:2019-02-15T19:45:18Biblioteca Digital de Teses e Dissertações da UFPB - Universidade Federal da Paraíba (UFPB)false
dc.title.none.fl_str_mv Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveis
title Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveis
spellingShingle Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveis
Medeiros, Susane Eterna Leite
Mudanças climáticas
Análise de tendências
Teste de Mann-Kendall
Semiárido
Potencial energético
Energias renováveis
Climate change
Trend analysis
Mann-Kendall test
Semi-arid
Energetic potential
Renewable energy
Mudanças climáticas
Análise de tendências
Teste de Mann-Kendall
Semiárido
Potencial energético
CNPQ::ENGENHARIAS
title_short Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveis
title_full Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveis
title_fullStr Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveis
title_full_unstemmed Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveis
title_sort Análise de tendências e padrões climáticos para a mesorregião do sertão paraibano com ênfase nas energias renováveis
author Medeiros, Susane Eterna Leite
author_facet Medeiros, Susane Eterna Leite
author_role author
dc.contributor.none.fl_str_mv Abrahão, Raphael
http://lattes.cnpq.br/4004535403450755
dc.contributor.author.fl_str_mv Medeiros, Susane Eterna Leite
dc.subject.por.fl_str_mv Mudanças climáticas
Análise de tendências
Teste de Mann-Kendall
Semiárido
Potencial energético
Energias renováveis
Climate change
Trend analysis
Mann-Kendall test
Semi-arid
Energetic potential
Renewable energy
Mudanças climáticas
Análise de tendências
Teste de Mann-Kendall
Semiárido
Potencial energético
CNPQ::ENGENHARIAS
topic Mudanças climáticas
Análise de tendências
Teste de Mann-Kendall
Semiárido
Potencial energético
Energias renováveis
Climate change
Trend analysis
Mann-Kendall test
Semi-arid
Energetic potential
Renewable energy
Mudanças climáticas
Análise de tendências
Teste de Mann-Kendall
Semiárido
Potencial energético
CNPQ::ENGENHARIAS
description The purpose of this work was to understand the dynamics of climate evolution inherent to the Sertão Paraibano mesoregion, in order to verify the effects of its changes on the potential of electricity production by renewable sources, in particular solar photovoltaic and hydraulic, since these depend on natural resources that may be influenced by climatic conditions. The Sertão Paraibano mesoregion has social, economic and environmental relevance because it contains the state's largest water complex, Coremas-Mãe D'água, used for both the population supply and irrigation and electricity generation by a Small Hydroelectric Plant (SHP). In the study of trends with precipitation data, five meteorological stations were used. The non-parametric Mann-Kendall test was applied to the monthly, quarterly, half-yearly and annual data series for each station. The results indicated a significant tendency of increase for precipitation, observed in four of the five meteorological stations, especially in the annual evaluation, with increments between 2.67 mm/year and 5.45 mm/year. Given the scarcity of meteorological stations with temperature data, data estimated by the Estima_T program for seven localities and data available in two stations maintained by the National Institute of Meteorology (INMET) were used. A low dispersion of the data was obtained in relation to the annual average values, thus, low variability, with the average annual air temperature being between 21.9 ºC (in Teixeira) and 27.8 ºC (in Patos), as expected for regions of semi-arid climate of the Brazilian Northeast. In addition, significant increase trends were observed for mean air temperature in all locations, ranging from 0.008 °C/year to 0.011 °C/year. In view of these climatic changes observed for the Sertão Paraibano mesoregion, it was sought to verify its influence on the potential of energy generation by renewable sources, analyzing the relation between precipitation and the average tributaries and the generation of electricity by the SHP of Coremas. Increases in average air temperature would decrease the efficiency of photovoltaic panels, since the ability to generate electricity depends on its operating temperature. Thus, a direct and significant correlation was observed mainly by comparing the cumulative precipitation in the year of observation together with the two years prior to the production of electricity by SHP. However, the increases observed for precipitation did not influence the electricity production at the plant, due to the prioritization of the multiple uses of the reservoir water. In relation to the potential of photovoltaic solar energy generation, the Sertão Paraibano presented excellent conditions for the implementation of this type of renewable source and the results showed that the electricity generated would be smaller considering for the calculations the last 10 years of average temperature data of the air, ie the most recent data, than if using the oldest data (10 first years) or the complete series. However, this difference was very small and it was possible to conclude that despite the high temperatures recorded and the increases observed from the trend analysis, the potential of energy generation by solar photovoltaic source did not suffer significant changes.
publishDate 2018
dc.date.none.fl_str_mv 2018-03-28
2018-02-27
2019-02-15T19:45:18Z
2019-02-15T19:45:18Z
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.uri.fl_str_mv https://repositorio.ufpb.br/jspui/handle/123456789/13502
url https://repositorio.ufpb.br/jspui/handle/123456789/13502
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nd/3.0/br/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nd/3.0/br/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal da Paraíba
Brasil
Engenharia de Energias Renováveis
Programa de Pós-Graduação em Energias Renováveis
UFPB
publisher.none.fl_str_mv Universidade Federal da Paraíba
Brasil
Engenharia de Energias Renováveis
Programa de Pós-Graduação em Energias Renováveis
UFPB
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UFPB
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repository.mail.fl_str_mv diretoria@ufpb.br|| diretoria@ufpb.br
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