APPARATUSES, COMPUTER-IMPLEMENTED METHODS, AND COMPUTER PROGRAM PRODUCTS FOR IMPROVED MAINTENANCE IDENTIFICATION AND SCHEDULING

Embodiments provide improved determinations of maintenance to be performed for asset(s), and scheduling of such maintenance to initiate for the asset(s), for example in an industrial control system. Some embodiments receive particular input data including (i) alert history data corresponding to an a...

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Hauptverfasser: MURUGESAN, Karthika, SCHERF, Ronny, TELANG, Jayalaxmi Vaman, GOPALAN, Murugan
Format: Patent
Sprache:eng
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Zusammenfassung:Embodiments provide improved determinations of maintenance to be performed for asset(s), and scheduling of such maintenance to initiate for the asset(s), for example in an industrial control system. Some embodiments receive particular input data including (i) alert history data corresponding to an asset, (ii) maintenance standards data corresponding to the asset, (iii) service history data corresponding to the asset, and (iv) user-specific data corresponding to the asset, apply the input data to an intelligence machine learning model that generates a maintenance schedule based at least in part on the input data, and outputs a particular maintenance schedule corresponding to the asset via output from the intelligence machine learning model based at least in part on the input data.