METHOD AND SYSTEM FOR AUTONOMOUS PRODUCTION DEVICE MODELING FOR JOB PLANNING IN A PRODUCTION ENVIRONMENT

Systems and methods for generating device profiles of production devices in a production environment are disclosed. The methods include receiving operational data comprising a plurality of data streams generated by the plurality of production devices, training one or more models based on the operati...

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Bibliographische Detailangaben
Hauptverfasser:	Stern, Roni Zvi, Piotrowski, Wiktor, Youngblood, Gregory Michael, Crawford, Lara
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTING CONTROL OR REGULATING SYSTEMS IN GENERAL CONTROLLING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES FUNCTIONAL ELEMENTS OF SUCH SYSTEMS MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS PHYSICS REGULATING SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:	Systems and methods for generating device profiles of production devices in a production environment are disclosed. The methods include receiving operational data comprising a plurality of data streams generated by the plurality of production devices, training one or more models based on the operational data that are configured to create a device profile for each of the plurality of production devices for use by a job planner and generating the device profile for each of the plurality of production devices. The device profile includes information relating to one or more operational characteristics of that production device.