Pre­dic­tive Main­te­nance Tool­box

Auto components India - - SPECIAL REPORT -

Pre­dic­tive main­te­nance is the in­tel­li­gent health mon­i­tor­ing of equip­ment to avoid fu­ture fail­ure. In con­trast to pre­ven­tive main­te­nance, which fol­lows a set time­line, pre­dic­tive main­te­nance sched­ules are de­ter­mined by an­a­lytic al­go­rithms and data from equip­ment sen­sors. With pre­dic­tive main­te­nance, or­ga­ni­za­tions can iden­tify is­sues be­fore equip­ment fails, pin­point the root cause of the fail­ure, and sched­ule main­te­nance as soon as it’s needed. This is to help en­gi­neers de­sign and test con­di­tion mon­i­tor­ing and pre­dic­tive main­te­nance al­go­rithms.

Pre­dic­tive Main­te­nance Tool­box pro­vides tools for la­bel­ing data, de­sign­ing con­di­tion in­di­ca­tors, and es­ti­mat­ing the re­main­ing use­ful life (RUL) of a ma­chine. You can an­a­lyse and la­bel ma­chine data im­ported from lo­cal files, cloud stor­age, and dis­trib­uted file sys­tems. You can also la­bel sim­u­lated fail­ure data gen­er­ated from Simulink mod­els.

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