IoT-based telemetry for containers

Detalhes bibliográficos
Autor(a) principal: Cruz, João André de Jesus
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/32338
Resumo: This dissertation presentes the study made with the intent of developing a device capable of measuring the amount of liquid gas inside a bottle, in a non evasive way. The realized investigation resulted in the identification of diferent methods to measure the level, as for example the weight measure, the vibrations analisys from the external stimulation, among others. From the investigation to select the liquid level identification, it was chosen to develop the work based on the analisys of the vibrations produced when stimulated. The work was divided with different objectives, all of them with the development of a device that fits in the purpose in perspective. Initially, a microphone was used in order to capture the bottle's response to an external stimulus. An analysis of the signal captured in the frequency domain was carried out, based on the implementation and validation of the FFT in a low-power microcontroller. Subsequently, a study and analysis of several sensors was accomplished, namely, an accelerometer and a piezoelectric, in order to replace the previously selected microphone.Finally, was developed an algorithm to the level identification, based on the vibrations captured with the sensors, that allow to distinguish between the three bottles used in the tests.
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spelling IoT-based telemetry for containersLiquefied petroleum gasFFTAccelerometerPiezoelectricThis dissertation presentes the study made with the intent of developing a device capable of measuring the amount of liquid gas inside a bottle, in a non evasive way. The realized investigation resulted in the identification of diferent methods to measure the level, as for example the weight measure, the vibrations analisys from the external stimulation, among others. From the investigation to select the liquid level identification, it was chosen to develop the work based on the analisys of the vibrations produced when stimulated. The work was divided with different objectives, all of them with the development of a device that fits in the purpose in perspective. Initially, a microphone was used in order to capture the bottle's response to an external stimulus. An analysis of the signal captured in the frequency domain was carried out, based on the implementation and validation of the FFT in a low-power microcontroller. Subsequently, a study and analysis of several sensors was accomplished, namely, an accelerometer and a piezoelectric, in order to replace the previously selected microphone.Finally, was developed an algorithm to the level identification, based on the vibrations captured with the sensors, that allow to distinguish between the three bottles used in the tests.Esta dissertação apresenta um estudo efectuado com o intuito de desenvolver um dispositivo capaz de medir a quantidade de gás líquido dentro de uma garrafa, de forma não evasiva. A investigação realizada resultou na identificação de diferentes m métodos de medição de nível, como por exemplo a medição do peso, a analise das vibrações resultantes da estimulação externa, entre outros. Da investigação para a escolha do método de identificação de nível de líquido, optou-se por desenvolver o trabalho com base na análise das vibrações produzidas quando estimulada a garrafa. O trabalho dividiu-se em diferentes objetivos, todos com vista ao desenvolvimento de um dispositivo que se enquadre no propósito. Inicialmente, recorreu-se a um microfone com o intuito de captar a resposta da garrafa a um estímulo externo. Realizou-se a analise do sinal captado no domínio da frequência, com base na implementação e validação da FFT num microcontrolador de baixo consumo. Posteriormente, realizou-se um estudo e analise de vários sensores nomeadamente, um acelerómetro e um piezoelétrico, de modo a substituir o microfone previamente selecionado. Por fim procedeu-se ao desenvolvimento de um algoritmo de identificação de nível, com base nas vibrações captadas pelos sensores, que permita distinguir as diferentes garrafas utilizadas em testes.2021-10-11T13:46:52Z2021-07-23T00:00:00Z2021-07-23info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/32338engCruz, João André de Jesusinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T12:02:27Zoai:ria.ua.pt:10773/32338Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:04:04.435327Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv IoT-based telemetry for containers
title IoT-based telemetry for containers
spellingShingle IoT-based telemetry for containers
Cruz, João André de Jesus
Liquefied petroleum gas
FFT
Accelerometer
Piezoelectric
title_short IoT-based telemetry for containers
title_full IoT-based telemetry for containers
title_fullStr IoT-based telemetry for containers
title_full_unstemmed IoT-based telemetry for containers
title_sort IoT-based telemetry for containers
author Cruz, João André de Jesus
author_facet Cruz, João André de Jesus
author_role author
dc.contributor.author.fl_str_mv Cruz, João André de Jesus
dc.subject.por.fl_str_mv Liquefied petroleum gas
FFT
Accelerometer
Piezoelectric
topic Liquefied petroleum gas
FFT
Accelerometer
Piezoelectric
description This dissertation presentes the study made with the intent of developing a device capable of measuring the amount of liquid gas inside a bottle, in a non evasive way. The realized investigation resulted in the identification of diferent methods to measure the level, as for example the weight measure, the vibrations analisys from the external stimulation, among others. From the investigation to select the liquid level identification, it was chosen to develop the work based on the analisys of the vibrations produced when stimulated. The work was divided with different objectives, all of them with the development of a device that fits in the purpose in perspective. Initially, a microphone was used in order to capture the bottle's response to an external stimulus. An analysis of the signal captured in the frequency domain was carried out, based on the implementation and validation of the FFT in a low-power microcontroller. Subsequently, a study and analysis of several sensors was accomplished, namely, an accelerometer and a piezoelectric, in order to replace the previously selected microphone.Finally, was developed an algorithm to the level identification, based on the vibrations captured with the sensors, that allow to distinguish between the three bottles used in the tests.
publishDate 2021
dc.date.none.fl_str_mv 2021-10-11T13:46:52Z
2021-07-23T00:00:00Z
2021-07-23
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