Real time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactors

Detalhes bibliográficos
Ano de defesa: 2022
Autor(a) principal: Rafael Pessoa Santos Brochado lattes
Orientador(a): Thiago de Alencar Neves lattes
Banca de defesa: Marcos Von Sperling, Thiago Bressani Ribeiro, Matheus Pimentel de Matos
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: eng
Instituição de defesa: Universidade Federal de Minas Gerais
Programa de Pós-Graduação: Programa de Pós-Graduação em Saneamento, Meio Ambiente e Recursos Hídricos
Departamento: ENG - DEPARTAMENTO DE ENGENHARIA SANITÁRIA E AMBIENTAL
País: Brasil
Palavras-chave em Português:
Link de acesso: http://hdl.handle.net/1843/53106
Resumo: One of the main aspects for the operational control of Sewage Treatment Plants (STPs) is related to sludge management. STPs with aerobic or anaerobic treatment requires proper control of solids in their reactors or settlers. The lack of a proper control can generate the solids washout, that deteriorates the quality of the treated effluent, thus polluting the water body. Real-time monitoring of solids by ultrasonic sensor (US sensor) is an alternative to manual measurement, which allows a faster response to the operator, less labor and lower energy consumption. US sensor is based on the pulse-echo technique, which estimates total suspended solid (TSS) content through ultrasonic attenuation. Laboratory scale tests showed that the type of solid, temperature and the presence of bubbles can interfere with the sensor reading. For temperature, the sensor itself can autocorrect its measurement, however, a model still needs to be consolidated for that. Full-scale tests were evaluated in a large-scale UASB (Upflow Anaerobic Sludge Blanket) reactor in Brazil, which failed to show correlation of total solids (TS) with ultrasonic attenuation. However, the sensor was located on the lateral region of the reactor. Its location is an important factor to be evaluated, since it was successfully tested in a demonstration-scale UASB reactor, being positioned at the center of the reactor. The sensor was also applied in two STPs in the Netherlands, in activated sludge systems. The sensor was positioned in a carousel unit and compared with a commercial optical sensor for TSS determination. In the first small-sized STP (STP Grou), the sensor showed measurements compatible with the gravimetric test of TSS for the period of one week. The measurements remained compatible during tests at STP Leeuwarden, a medium-sized STP for a period of 5 weeks. During that period the US sensor had a relative error of 1.14%, while the optical sensor 1.02% compared to the gravimetric test. After the third week, however, the US sensor showed an underestimation of TSS concentration, presenting values ​​of up to 0.08%, while the optical sensors and the gravimetric test maintained measurements close to 0.3%. This result probably indicates the need for monthly sensor calibration. One of the main problems encountered in full-scale application was the US sensor fouling. Mainly hairs were adhered to the reflection surface support causing the complete attenuation of the signal. For further tests, a cleaner design is recommended to avoid the adherence of solids on the support. Furthermore, the US sensor showed to me a promising technology for real time monitoring of solids in STPs. Further tests should be performed to improve the sensor development, so it can be a viable national commercial alternative for the sanitation companies.
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spelling Thiago de Alencar Neveshttp://lattes.cnpq.br/3118146905092616Luewton Lemos Felício AgostinhoMarcos Von SperlingThiago Bressani RibeiroMatheus Pimentel de Matoshttp://lattes.cnpq.br/7920675261572074Rafael Pessoa Santos Brochado2023-05-11T16:57:00Z2023-05-11T16:57:00Z2022-07-14http://hdl.handle.net/1843/53106One of the main aspects for the operational control of Sewage Treatment Plants (STPs) is related to sludge management. STPs with aerobic or anaerobic treatment requires proper control of solids in their reactors or settlers. The lack of a proper control can generate the solids washout, that deteriorates the quality of the treated effluent, thus polluting the water body. Real-time monitoring of solids by ultrasonic sensor (US sensor) is an alternative to manual measurement, which allows a faster response to the operator, less labor and lower energy consumption. US sensor is based on the pulse-echo technique, which estimates total suspended solid (TSS) content through ultrasonic attenuation. Laboratory scale tests showed that the type of solid, temperature and the presence of bubbles can interfere with the sensor reading. For temperature, the sensor itself can autocorrect its measurement, however, a model still needs to be consolidated for that. Full-scale tests were evaluated in a large-scale UASB (Upflow Anaerobic Sludge Blanket) reactor in Brazil, which failed to show correlation of total solids (TS) with ultrasonic attenuation. However, the sensor was located on the lateral region of the reactor. Its location is an important factor to be evaluated, since it was successfully tested in a demonstration-scale UASB reactor, being positioned at the center of the reactor. The sensor was also applied in two STPs in the Netherlands, in activated sludge systems. The sensor was positioned in a carousel unit and compared with a commercial optical sensor for TSS determination. In the first small-sized STP (STP Grou), the sensor showed measurements compatible with the gravimetric test of TSS for the period of one week. The measurements remained compatible during tests at STP Leeuwarden, a medium-sized STP for a period of 5 weeks. During that period the US sensor had a relative error of 1.14%, while the optical sensor 1.02% compared to the gravimetric test. After the third week, however, the US sensor showed an underestimation of TSS concentration, presenting values ​​of up to 0.08%, while the optical sensors and the gravimetric test maintained measurements close to 0.3%. This result probably indicates the need for monthly sensor calibration. One of the main problems encountered in full-scale application was the US sensor fouling. Mainly hairs were adhered to the reflection surface support causing the complete attenuation of the signal. For further tests, a cleaner design is recommended to avoid the adherence of solids on the support. Furthermore, the US sensor showed to me a promising technology for real time monitoring of solids in STPs. Further tests should be performed to improve the sensor development, so it can be a viable national commercial alternative for the sanitation companies.Um dos ​​​​​principais aspectos para o controle operacional das Estações de Tratamento de Esgoto (ETEs) está relacionado ao gerenciamento do lodo. Os sistemas de tratamento de esgoto, aeróbios ou anaeróbios, necessitam de um controle adequado da concentração de sólidos em seus reatores. A falta desse controle pode gerar uma sobrecarga de sólidos que deteriora a qualidade do efluente tratado e, consequentemente, o corpo hídrico receptor. O monitoramento em tempo real de sólidos pelo sensor ultrassônico (sensor US) diretamente nos reatores biológicos de tratamento de esgoto é uma alternativa à medição manual e possibilita uma resposta mais rápida ao operador, menor mão-de-obra e um menor custo energético. O sensor US se baseia na técnica pulso-eco para determinação da concentração de sólidos através da atenuação do sinal ultrassônico. Para o uso mais adequado do sensor, a determinação dos fatores intervenientes a sua medição foi realizada. Testes em escala de laboratório mostraram que o tipo de sólido, temperatura e a presença de bolhas podem interferir na leitura do sensor. Para temperatura, o próprio sensor pode medi-la e corrigir sua medição, no entanto, um modelo ainda precisa ser consolidado para a compensação considerando uma coleta contínua de dados. Em testes em escala real foram avaliados primeiramente um reator UASB (Upflow Anaerobic SLudge blanket), de grande escala, porém não houve correlação de sólidos totais (ST) com a atenuação do sensor. O sensor esteve localizado na região lateral do reator UASB, possivelmente o posicionamento do sensor seja um fator importante a ser considerado, uma vez que foi testado com sucesso em um reator UASB escala demonstração, sendo posicionado ao centro do reator. O sensor foi também aplicado em duas ETEs na Holanda, em sistemas de lodos ativados. Nesse caso ele foi posicionado em unidades de carrossel e comparado com um sensor de sólidos óptico comercial. Na primeira ETE (ETE Grou), de pequeno porte, o sensor mostrou medições compatíveis com o teste gravimétrico de sólidos suspensos totais (SST) duraten o período de uma semana.  As medições mantiveram compatíveis durante testes da ETE Leeuwarden, uma ETE de médio porte. Considerando um período de 5 semanas, a estimativa de SST pelo sensor ultrassônico obteve um erro relativo de  1,14% , enquanto o sensor óptico 1,02% em relação ao teste gravimétrico. Após a terceira semana, no entanto, o US sensor superestimou a concentração de SST, apresentando valores de até 0.08%, enquanto o sensor óptico e o teste gravimétrico mantiveram medições próximas de 0.3%. Esse resultado é um indicativo da necessidade de calibração mensal do sensor.  Um dos principais problemas encontrados na aplicação em escala real foi o acúmulo de sólidos no tubo de suporte do sensor, notadamente fios de cabelo, que demandam uma limpeza frequente por parte dos operadores. Testes com um suporte para a superfície refletora do sinal mais limpa e com menos possibilidades de aderência dos sólidos devem ser realizados. O sensor US se mostrou uma tecnologia ainda promissora para competir no mercado com sensores de baixo custo, com a manutenção e comunicação facilitada por se tratar de uma tecnologia nacional.FAPEMIG - Fundação de Amparo à Pesquisa do Estado de Minas GeraisINCT – Instituto nacional de ciência e tecnologia (Antigo Instituto do Milênio)engUniversidade Federal de Minas GeraisPrograma de Pós-Graduação em Saneamento, Meio Ambiente e Recursos HídricosUFMGBrasilENG - DEPARTAMENTO DE ENGENHARIA SANITÁRIA E AMBIENTALEngenharia sanitáriaSaneamentoEsgotos - TratamentoLodo de esgotoAnaerobic sludgeAerobic sludgeUltrasonic sensorSolids real time monitoringSignal attenuationSludge managementReal time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactorsMonitoramento de sólidos em tempo real por um sensor ultrassônico de baixo custo : análise do sinal e aplicação em sistemas de lodos ativados e reatores UASB em escala plenainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGORIGINALdissertaçãofinal-setembro (1).pdfdissertaçãofinal-setembro (1).pdfapplication/pdf82657026https://repositorio.ufmg.br/bitstream/1843/53106/1/disserta%c3%a7%c3%a3ofinal-setembro%20%281%29.pdf970cd905fc3932f17f129492f93dd8d1MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-82118https://repositorio.ufmg.br/bitstream/1843/53106/2/license.txtcda590c95a0b51b4d15f60c9642ca272MD521843/531062023-05-11 13:57:00.851oai:repositorio.ufmg.br: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ório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2023-05-11T16:57Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.pt_BR.fl_str_mv Real time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactors
dc.title.alternative.pt_BR.fl_str_mv Monitoramento de sólidos em tempo real por um sensor ultrassônico de baixo custo : análise do sinal e aplicação em sistemas de lodos ativados e reatores UASB em escala plena
title Real time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactors
spellingShingle Real time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactors
Rafael Pessoa Santos Brochado
Anaerobic sludge
Aerobic sludge
Ultrasonic sensor
Solids real time monitoring
Signal attenuation
Sludge management
Engenharia sanitária
Saneamento
Esgotos - Tratamento
Lodo de esgoto
title_short Real time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactors
title_full Real time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactors
title_fullStr Real time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactors
title_full_unstemmed Real time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactors
title_sort Real time monitoring of solids by a low-cost ultrasonic sensor : signal analysis and application in full-scale activated sludge systems and UASB reactors
author Rafael Pessoa Santos Brochado
author_facet Rafael Pessoa Santos Brochado
author_role author
dc.contributor.advisor1.fl_str_mv Thiago de Alencar Neves
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/3118146905092616
dc.contributor.advisor-co1.fl_str_mv Luewton Lemos Felício Agostinho
dc.contributor.referee1.fl_str_mv Marcos Von Sperling
dc.contributor.referee2.fl_str_mv Thiago Bressani Ribeiro
dc.contributor.referee3.fl_str_mv Matheus Pimentel de Matos
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/7920675261572074
dc.contributor.author.fl_str_mv Rafael Pessoa Santos Brochado
contributor_str_mv Thiago de Alencar Neves
Luewton Lemos Felício Agostinho
Marcos Von Sperling
Thiago Bressani Ribeiro
Matheus Pimentel de Matos
dc.subject.por.fl_str_mv Anaerobic sludge
Aerobic sludge
Ultrasonic sensor
Solids real time monitoring
Signal attenuation
Sludge management
topic Anaerobic sludge
Aerobic sludge
Ultrasonic sensor
Solids real time monitoring
Signal attenuation
Sludge management
Engenharia sanitária
Saneamento
Esgotos - Tratamento
Lodo de esgoto
dc.subject.other.pt_BR.fl_str_mv Engenharia sanitária
Saneamento
Esgotos - Tratamento
Lodo de esgoto
description One of the main aspects for the operational control of Sewage Treatment Plants (STPs) is related to sludge management. STPs with aerobic or anaerobic treatment requires proper control of solids in their reactors or settlers. The lack of a proper control can generate the solids washout, that deteriorates the quality of the treated effluent, thus polluting the water body. Real-time monitoring of solids by ultrasonic sensor (US sensor) is an alternative to manual measurement, which allows a faster response to the operator, less labor and lower energy consumption. US sensor is based on the pulse-echo technique, which estimates total suspended solid (TSS) content through ultrasonic attenuation. Laboratory scale tests showed that the type of solid, temperature and the presence of bubbles can interfere with the sensor reading. For temperature, the sensor itself can autocorrect its measurement, however, a model still needs to be consolidated for that. Full-scale tests were evaluated in a large-scale UASB (Upflow Anaerobic Sludge Blanket) reactor in Brazil, which failed to show correlation of total solids (TS) with ultrasonic attenuation. However, the sensor was located on the lateral region of the reactor. Its location is an important factor to be evaluated, since it was successfully tested in a demonstration-scale UASB reactor, being positioned at the center of the reactor. The sensor was also applied in two STPs in the Netherlands, in activated sludge systems. The sensor was positioned in a carousel unit and compared with a commercial optical sensor for TSS determination. In the first small-sized STP (STP Grou), the sensor showed measurements compatible with the gravimetric test of TSS for the period of one week. The measurements remained compatible during tests at STP Leeuwarden, a medium-sized STP for a period of 5 weeks. During that period the US sensor had a relative error of 1.14%, while the optical sensor 1.02% compared to the gravimetric test. After the third week, however, the US sensor showed an underestimation of TSS concentration, presenting values ​​of up to 0.08%, while the optical sensors and the gravimetric test maintained measurements close to 0.3%. This result probably indicates the need for monthly sensor calibration. One of the main problems encountered in full-scale application was the US sensor fouling. Mainly hairs were adhered to the reflection surface support causing the complete attenuation of the signal. For further tests, a cleaner design is recommended to avoid the adherence of solids on the support. Furthermore, the US sensor showed to me a promising technology for real time monitoring of solids in STPs. Further tests should be performed to improve the sensor development, so it can be a viable national commercial alternative for the sanitation companies.
publishDate 2022
dc.date.issued.fl_str_mv 2022-07-14
dc.date.accessioned.fl_str_mv 2023-05-11T16:57:00Z
dc.date.available.fl_str_mv 2023-05-11T16:57:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/1843/53106
url http://hdl.handle.net/1843/53106
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Saneamento, Meio Ambiente e Recursos Hídricos
dc.publisher.initials.fl_str_mv UFMG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv ENG - DEPARTAMENTO DE ENGENHARIA SANITÁRIA E AMBIENTAL
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
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