Predicting worksite activities of standard machines using intelligent machine data

Predicting worksite activities of standard machines using intelligent machine data

A set of machines can be deployed on a construction site or other worksite. The set of machines can include an intelligent machine and one or more standard machines. The intelligent machine can report location and activity data to an off-board computing system, while the standard machines can report...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: SPURGEON, Eric J, BOMER, Bradley K, JEWELL, Tyler P
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:A set of machines can be deployed on a construction site or other worksite. The set of machines can include an intelligent machine and one or more standard machines. The intelligent machine can report location and activity data to an off-board computing system, while the standard machines can report location data to the off-board computing system. The off-board computing system can train a machine learning model based on the location and activity data from the intelligent machine, such that that the machine learning model can use location data about the standard machines to predict activities performed on the worksite by the standard machines.