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In our recent paper, Motion Control Goes Small, we looked at how the PID's servo error and servo error integral buildup can change over time, and that a lot can be learned about the health of the downstream mechanical components - even if the motor is staying within its servo accuracy target spec and functioning acceptably. Our next paper will be around machine failure prediction which is a fascinating subject area that is receiving more and more attention.

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