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Seems like it's not really a great plan, but could maybe be made to work:

https://electronics.stackexchange.com/questions/634852/exter...

It's also possible that your machine lets off some elecromagnetic noise you can detect directly.

The other thing you could try is put some sort of a microphone / vibration on it, then train a small NN on the waveform to distinguish between the washer and dryer.



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