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this post was submitted on 22 Nov 2024
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I don't get it. Why not just record the duty cycle of components. This is what we do in CNC manufacturing. You might have a CNC program which uses 20 tools. Each of them will wear / break at some point. So the CNC controller records the amount of cutting time for each tool and you can set warnings / alarms based on the typical tool life. You don't need a supercomputer to do this. These systems run on rather low-spec PC hardware or embedded systems.
I’m pretty sure they already have a database like that. They were tracking maintenance and part life for the last 80 years somehow.