Method for Generating a Training Dataset, Method for Training an Artificial Intelligence Means, Artificial Intelligence Means, and Hand-Held Power Tool

Method for Generating a Training Dataset, Method for Training an Artificial Intelligence Means, Artificial Intelligence Means, and Hand-Held Power Tool

A method is for generating a training dataset for training an artificial intelligence system in order to ascertain an operating state and/or to predict an event timepoint of a hand-held power tool. The method includes providing a plurality of measured values of an operating variable of a hand-held p...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Hegemann, Bernhard, Steuler, Jan Linus, Teguetio, Dimetric Armand Tadah, Doepner, Jan, Troeltzsch, Uwe, Frischen, Andreas, Beseke, Lars, Peter, Manuel
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMBINATION OR MULTI-PURPOSE TOOLS NOT OTHERWISE PROVIDEDFOR
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
DETAILS OR COMPONENTS OF PORTABLE POWER-DRIVEN TOOLS NOTPARTICULARLY RELATED TO THE OPERATIONS PERFORMED AND NOTOTHERWISE PROVIDED FOR
HAND TOOLS
MANIPULATORS
PERFORMING OPERATIONS
PHYSICS
PORTABLE POWER-DRIVEN TOOLS
TRANSPORTING
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Beschreibung
Zusammenfassung:A method is for generating a training dataset for training an artificial intelligence system in order to ascertain an operating state and/or to predict an event timepoint of a hand-held power tool. The method includes providing a plurality of measured values of an operating variable of a hand-held power tool, and identifying an event timepoint within the plurality of measured values. The method also includes arranging a plurality of labeled measured values in a time series based on timestamps of the measured values, and providing a training dataset including the time series of labeled measured values of the operating variable.