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Predictive Maintenance Technic

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You haven't really asked what kind of equipment. There are plenty of manufacturers of diagnostic test equipment that generally have papers available on predictive maintenance. This could include IR scans, oil analysis, vibration analysis, insulation diagnostics, etc.
 
Once (years ago) I was charged with implementation of a preventive and predictive maintenance program, I found some really good general information and guidelines here

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Most related specifically to dams, but I found their publications to be very helpful.

Brad Waybright

The more you know, the more you know you don't know.
 
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