Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do ar

Detalhes bibliográficos
Ano de defesa: 2016
Autor(a) principal: Rêgo, Márlison de Sá
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Santa Maria
BR
Engenharia Ambiental
UFSM
Programa de Pós-Graduação em Engenharia Ambiental
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: http://repositorio.ufsm.br/handle/1/7654
Resumo: From the perspective of optimizing the planning, management and management of water resources in the national context the hydrometeorological monitoring systems have gone through the process of technological innovation. Increased monitoring of potential for reduced costs and improved quality of monitored data motivate this field of research. Starting from the importance of the variables of temperature and relative humidity among the variables monitored, this paper proposes the development of three hardware systems and software based on an open platform, which measure these values accurately from three sensors low cost, RHT01, RHT02 and RHT03 available in the market from the year 2005. These sensors are part of the advancement of sensor lines, newly created, polymer and semiconductor oxides. The technological base of each system is the microcontroller "arduino rev. 3 ", which he managed an electronic circuit capable of collecting and storing data from hydro-meteorological variables, in a flash memory device (sd card). Then, in order to check the reliability on the operation, each system was subjected to three data collection tests, at three different sites operating simultaneously with conventional systems used by the Micrometeorology Laboratory of UFSM (LMMET/UFSM). Local tests are situated in the municipality of Santa Maria, in the state of Rio Grande do Sul, Brazil. The microclimate conditions were different among trials due to location. The first test was performed on the terrace of the INPE-UFSM facilities, the second test in micrometeorology Laboratory of UFSM and the third in a rural area of central campus of UFSM, characterized by the pampa biome, which is located a network monitoring tower micro-sulfux. The collections occurred during the months from April to June, representing the final step of the fall season and the beginning of winter in 2015. The first trial lasted eleven days, the second and third Thirteen Eleven. The time discretization of the collections was a minute. With the data collected was carried out comparative analysis of inexpensive and conventional systems by graphic systems for analysis, descriptive statistics, and statistics such as Pearson correlation coefficients, ANOVA and Tukey test. With determination coefficient values (R2) higher than 0.90 in all tests and no significant difference between low-cost sensors and analyzed conventional systems, with only one exception, the results indicated the feasibility of using these sensors to generate Data medium temperature and relative humidity for a minimum time interval from generation 1 minute, 15 minutes, 30 minutes and 1 hour. The results also indicated the possibility of further quantitative research on the influence of the sensors under the measured data.
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spelling Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do arDevelopment and down monitoring systems validation cost of temperature and humidity on airEstação meteorológica de baixo custoValidação de sensoresTemperatura e umidade relativa do arLow cost weather stationSensor validationTemperature and relative humidityCNPQ::ENGENHARIASFrom the perspective of optimizing the planning, management and management of water resources in the national context the hydrometeorological monitoring systems have gone through the process of technological innovation. Increased monitoring of potential for reduced costs and improved quality of monitored data motivate this field of research. Starting from the importance of the variables of temperature and relative humidity among the variables monitored, this paper proposes the development of three hardware systems and software based on an open platform, which measure these values accurately from three sensors low cost, RHT01, RHT02 and RHT03 available in the market from the year 2005. These sensors are part of the advancement of sensor lines, newly created, polymer and semiconductor oxides. The technological base of each system is the microcontroller "arduino rev. 3 ", which he managed an electronic circuit capable of collecting and storing data from hydro-meteorological variables, in a flash memory device (sd card). Then, in order to check the reliability on the operation, each system was subjected to three data collection tests, at three different sites operating simultaneously with conventional systems used by the Micrometeorology Laboratory of UFSM (LMMET/UFSM). Local tests are situated in the municipality of Santa Maria, in the state of Rio Grande do Sul, Brazil. The microclimate conditions were different among trials due to location. The first test was performed on the terrace of the INPE-UFSM facilities, the second test in micrometeorology Laboratory of UFSM and the third in a rural area of central campus of UFSM, characterized by the pampa biome, which is located a network monitoring tower micro-sulfux. The collections occurred during the months from April to June, representing the final step of the fall season and the beginning of winter in 2015. The first trial lasted eleven days, the second and third Thirteen Eleven. The time discretization of the collections was a minute. With the data collected was carried out comparative analysis of inexpensive and conventional systems by graphic systems for analysis, descriptive statistics, and statistics such as Pearson correlation coefficients, ANOVA and Tukey test. With determination coefficient values (R2) higher than 0.90 in all tests and no significant difference between low-cost sensors and analyzed conventional systems, with only one exception, the results indicated the feasibility of using these sensors to generate Data medium temperature and relative humidity for a minimum time interval from generation 1 minute, 15 minutes, 30 minutes and 1 hour. The results also indicated the possibility of further quantitative research on the influence of the sensors under the measured data.Na perspectiva de otimizar o planejamento, manejo e gestão dos recursos hídricos no contexto nacional os sistemas de monitoramento hidrometeorológico tem passado pelo processo de inovação tecnológica. O aumento do potencial de monitoramento pela diminuição dos custos e a melhora na qualidade dos dados monitorados motivam esse campo de pesquisa. Partindo-se da relevância das variáveis de temperatura e umidade relativa do ar dentre as variáveis monitoradas, o presente trabalho propõe o desenvolvimento de três sistemas de hardware e software baseados em uma plataforma livre, que meçam essas grandezas com precisão a partir de três sensores de baixo custo, RHT01, RHT02 e RHT03, disponíveis no mercado a partir do ano de 2005. Estes sensores fazem parte do avanço das linhas de sensores, recém-criadas, de polímeros e óxidos semicondutores. A base tecnológica de cada sistema foi o microcontrolador arduino rev. 3 , o qual gerenciou um circuito eletrônico capaz de coletar e armazenar dados das variáveis hidrometeorológicas, em um dispositivo de memória flash ( sd card ). Em seguida, com o objetivo de verificar a confiabilidade quanto ao funcionamento, cada sistema foi submetido a três testes de coleta de dados, em três locais diferentes operando em simultâneo com sistemas convencionais utilizados pelo Laboratório de Micrometeorologia da UFSM (LMMET/UFSM). Os locais dos testes estão situados no município de Santa Maria, no Estado do Rio Grande do Sul, Brasil. As condições de microclima entre os testes eram diferentes em virtude do local. O primeiro teste foi realizado no terraço das instalações do INPE-UFSM, o segundo teste no laboratório de micrometeorologia da UFSM e o terceiro em uma área rural do campus central da UFSM, caracterizada pelo bioma pampa, onde fica localizada uma torre de monitoramento da rede micro-sulfux. As coletas ocorreram durante os meses de abril a junho, correspondendo a etapa final da estação de outono e início do inverno no ano de 2015. O primeiro teste durou onze dias, o segundo treze e o terceiro onze. A discretização temporal das coletas foi de um minuto. Com os dados coletados realizou-se análise comparativa dos sistemas de baixo custo e os sistemas convencionais mediante a análise de gráficos, medidas descritivas, e de estatísticas tais como a correlação linear de Pearson, análise de variância e teste Tukey. Com valores de coeficiente de determinação (R2) superiores a 0,90 em todos os testes e não havendo diferença significativa entre os sensores de baixo custo analisados e o sistemas convencional, com apenas uma única exceção, os resultados indicaram a viabilidade do uso destes sensores para geração de dados médios de temperatura e umidade relativa do ar para intervalo de tempo mínimo de geração de 1 minuto, 15 minutos, 30 minutos e 1 hora. Os resultados também indicaram a possibilidade de pesquisas quantitativas posteriores sobre a influência do abrigo dos sensores nos dados mensurados.Universidade Federal de Santa MariaBREngenharia AmbientalUFSMPrograma de Pós-Graduação em Engenharia AmbientalSanagiotto, Daniela Guzzonhttp://lattes.cnpq.br/3818120174534131Piccilli, Daniel Gustavo Allasiahttp://lattes.cnpq.br/3858010328968944Santos, Manoel Roberval Pimentelhttp://lattes.cnpq.br/4389055765529053Teichrieb, Claudio Albertohttp://lattes.cnpq.br/9616939649732127Rêgo, Márlison de Sá2016-05-302016-05-302016-01-11info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/pdfRÊGO, Márlison de Sá. Development and down monitoring systems validation cost of temperature and humidity on air. 2016. 99 f. Dissertação (Mestrado em Engenharias) - Universidade Federal de Santa Maria, Santa Maria, 2016.http://repositorio.ufsm.br/handle/1/7654porinfo:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2022-03-07T12:40:40Zoai:repositorio.ufsm.br:1/7654Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2022-03-07T12:40:40Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do ar
Development and down monitoring systems validation cost of temperature and humidity on air
title Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do ar
spellingShingle Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do ar
Rêgo, Márlison de Sá
Estação meteorológica de baixo custo
Validação de sensores
Temperatura e umidade relativa do ar
Low cost weather station
Sensor validation
Temperature and relative humidity
CNPQ::ENGENHARIAS
title_short Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do ar
title_full Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do ar
title_fullStr Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do ar
title_full_unstemmed Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do ar
title_sort Desenvolvimento e validação de sistemas de monitoramento de baixo custo de temperatura e umidade relativa do ar
author Rêgo, Márlison de Sá
author_facet Rêgo, Márlison de Sá
author_role author
dc.contributor.none.fl_str_mv Sanagiotto, Daniela Guzzon
http://lattes.cnpq.br/3818120174534131
Piccilli, Daniel Gustavo Allasia
http://lattes.cnpq.br/3858010328968944
Santos, Manoel Roberval Pimentel
http://lattes.cnpq.br/4389055765529053
Teichrieb, Claudio Alberto
http://lattes.cnpq.br/9616939649732127
dc.contributor.author.fl_str_mv Rêgo, Márlison de Sá
dc.subject.por.fl_str_mv Estação meteorológica de baixo custo
Validação de sensores
Temperatura e umidade relativa do ar
Low cost weather station
Sensor validation
Temperature and relative humidity
CNPQ::ENGENHARIAS
topic Estação meteorológica de baixo custo
Validação de sensores
Temperatura e umidade relativa do ar
Low cost weather station
Sensor validation
Temperature and relative humidity
CNPQ::ENGENHARIAS
description From the perspective of optimizing the planning, management and management of water resources in the national context the hydrometeorological monitoring systems have gone through the process of technological innovation. Increased monitoring of potential for reduced costs and improved quality of monitored data motivate this field of research. Starting from the importance of the variables of temperature and relative humidity among the variables monitored, this paper proposes the development of three hardware systems and software based on an open platform, which measure these values accurately from three sensors low cost, RHT01, RHT02 and RHT03 available in the market from the year 2005. These sensors are part of the advancement of sensor lines, newly created, polymer and semiconductor oxides. The technological base of each system is the microcontroller "arduino rev. 3 ", which he managed an electronic circuit capable of collecting and storing data from hydro-meteorological variables, in a flash memory device (sd card). Then, in order to check the reliability on the operation, each system was subjected to three data collection tests, at three different sites operating simultaneously with conventional systems used by the Micrometeorology Laboratory of UFSM (LMMET/UFSM). Local tests are situated in the municipality of Santa Maria, in the state of Rio Grande do Sul, Brazil. The microclimate conditions were different among trials due to location. The first test was performed on the terrace of the INPE-UFSM facilities, the second test in micrometeorology Laboratory of UFSM and the third in a rural area of central campus of UFSM, characterized by the pampa biome, which is located a network monitoring tower micro-sulfux. The collections occurred during the months from April to June, representing the final step of the fall season and the beginning of winter in 2015. The first trial lasted eleven days, the second and third Thirteen Eleven. The time discretization of the collections was a minute. With the data collected was carried out comparative analysis of inexpensive and conventional systems by graphic systems for analysis, descriptive statistics, and statistics such as Pearson correlation coefficients, ANOVA and Tukey test. With determination coefficient values (R2) higher than 0.90 in all tests and no significant difference between low-cost sensors and analyzed conventional systems, with only one exception, the results indicated the feasibility of using these sensors to generate Data medium temperature and relative humidity for a minimum time interval from generation 1 minute, 15 minutes, 30 minutes and 1 hour. The results also indicated the possibility of further quantitative research on the influence of the sensors under the measured data.
publishDate 2016
dc.date.none.fl_str_mv 2016-05-30
2016-05-30
2016-01-11
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 RÊGO, Márlison de Sá. Development and down monitoring systems validation cost of temperature and humidity on air. 2016. 99 f. Dissertação (Mestrado em Engenharias) - Universidade Federal de Santa Maria, Santa Maria, 2016.
http://repositorio.ufsm.br/handle/1/7654
identifier_str_mv RÊGO, Márlison de Sá. Development and down monitoring systems validation cost of temperature and humidity on air. 2016. 99 f. Dissertação (Mestrado em Engenharias) - Universidade Federal de Santa Maria, Santa Maria, 2016.
url http://repositorio.ufsm.br/handle/1/7654
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Engenharia Ambiental
UFSM
Programa de Pós-Graduação em Engenharia Ambiental
publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Engenharia Ambiental
UFSM
Programa de Pós-Graduação em Engenharia Ambiental
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com
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