Dispositivo IoT para monitorar indicador de pressão através de processamento de imagem

Applications based on IoT (Internet of Things) devices allow consuming and monitoring data in real time and integrating different processes. This integration of data and processes is one of the main advantages of using IoT technology in Industry 4.0. The growth in the computational power of these Io...

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Detalhes bibliográficos
Autor principal: Francisco, Gabriel Cavalheiro
Outros Autores: Florêncio, Heitor Medeiros
Formato: bachelorThesis
Idioma:pt_BR
Publicado em: Universidade Federal do Rio Grande do Norte
Assuntos:
IoT
Endereço do item:https://repositorio.ufrn.br/handle/123456789/49250
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Descrição
Resumo:Applications based on IoT (Internet of Things) devices allow consuming and monitoring data in real time and integrating different processes. This integration of data and processes is one of the main advantages of using IoT technology in Industry 4.0. The growth in the computational power of these IoT devices has enabled their use in different applications, such as the measurement of process variables by image processing. This work aims to develop an IoT device, based on ESP32 with an integrated camera, to capture images from an analog pressure gauge of a water treatment plant in a pharmaceutical industry and generate the measured pressure value. This data will be available on the factory supervisory for real-time monitoring through the Message Queuing Telemetry Transport (MQTT) protocol. Data collection was performed using two different instruments and an analysis comparing the precision and accuracy of the algorithm in both cases. Pressure values were made available on the factory supervisor to allow real-time data visualization.