There are several Israeli startups that can detect faults in machinery or predict when critical industrial equipment is likely to breakdown (e.g. Augury and 3DSignals). Another was Presenso, whose algorithms anticipate industrial machine failures. However, it has just been acquired by Sweden’s SKF.
https://www.calcalistech.com/ctech/articles/0,7340,L-3771623,00.html