No they are not the same. Preventative maintenance is warding off known issues, things that will happen in time. Predictive maintenance is warding off things that are unknown but could happen in the future.
My two cents lol
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So it is fair to say that predictive maintenance is just a subset of preventive?
You're making my brain work extra hard this morning lol. My answer is yes/no :p