SENSORES PARA MAQUINARIA (Sensors for machinery)

[huggo67]

Buenos días a todos, 

Me presento, soy Hugo un alumno de universidad que está preparando su TFG, acerca de la IA preventiva, para ello me gustaría hacer una demostración y es ahí donde me surgen las dudas, que ojalá me ayuden a resolverlas. Quiero instalar distintos sensores (medir vibraciones, consumo de energía y temperaturas) en plataformas elevables de construcción, para que pueda recoger en directo métricas recogidas por estos sensores y volcar estos datos en una base de datos para trabajar más tarde con ellos, mis preguntas surgen desde qué sensores me recomendaríais comprar (entendiendo que soy un alumno y tampoco tengo el presupuesto de una empresa), como puedo instalarlos correctamente y como puedo hacer para que según va recogiendo datos en directo, poder volcar estos mismos en una base de datos. Agradecería cualquier ayuda, muchas gracias de antemano.

Un saludo,

 

Hugo G.

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Google translation:

Good morning everyone, I'm Hugo, a university student preparing my final year project on preventative AI.

I'd like to do a demonstration for it, and that's where I have some questions, which I hope you can help me with.

I want to install different sensors (measuring vibrations, energy consumption, and temperatures) on construction platforms so I can collect real-time metrics from these sensors and upload this data to a database for later analysis.

My questions range from which sensors you would recommend (keeping in mind that I'm a student and don't have a company's budget) to how to install them correctly and how to upload the data as it's collected to a database.

Any help would be greatly appreciated.

Thank you in advance.

 

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[Andrew Neil]

For general ideas, search "Condition-Based Maintenance", "Condition-Based Monitoring", "Machine Learning", etc

 

For ST specifically:

AI:

https://stm32ai.st.com/

https://www.st.com/content/st_com/en/campaigns/edge-ai-toolchain-for-mcus-z14.html 

https://wiki.st.com/stm32mcu/wiki/AI:Introduction_to_Artificial_Intelligence_with_STM32

 

Sensors:

https://www.st.com/en/mems-and-sensors.html 

 

Microcontrollers:

https://www.st.com/en/microcontrollers-microprocessors/stm32-32-bit-arm-cortex-mcus.html

 

YouTube Channel: https://www.youtube.com/channel/UCjnmZw3h4XnpK3e5D2jvIGA

[mƎALLEm]

Hello @huggo67 and welcome to the ST community,

Read How to create a multi-state vibrations classifier using NanoEdge AI studio

Watch this video, at this link

That expansion board features different sensors, temperature, gyro, pressure etc ..

[Andrew Neil]

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@huggo67 wrote:

I want to install different sensors (measuring vibrations, energy consumption, and temperatures) on construction platforms so I can collect real-time metrics from these sensors and upload this data to a database for later analysis.

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If you want a ready-made unit to do this part, consider:

STEVAL-PROTEUS1 - Industrial sensor evaluation kit for condition monitoring based on the 2.4 GHz STM32WB5MMG module

 

STEVAL-STWINBX1 - STWIN.box - SensorTile Wireless Industrial Node Development Kit

[mƎALLEm]

+

STEVAL-STWINKT1B

 

Meanwhile, it's an NRND product (not recommended for new design).