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It seems like this is an area where Statistical Process Control would shine. Did you consider using that?

I didn't consider statistical process control for this task when I did my initial research. It's certainly something I wish I had read about earlier. I have however since started investigating it for a related real-time project that I hope will someday manifest itself on the tech blog as well.

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