i'm looking at transformers built into appliances. I would like to monitor the condition and use software for sensors for current, voltage and temperature to store and use the collected data in a standardized way.

For the Client-Server architecture i want to use the database MariaDB and the protocol MQTT or RabbitMQ for communicate with a cloud.

My question is regardind to modeling the data. For this purpose i searched some software and found CIM (common information model), Umati (which uses OPC UA) and AutomationML.

The OS would be linux based like yocto.

My question now is which software is best suited for the task.

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