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...
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| creator | Hegemann, Bernhard Steuler, Jan Linus Teguetio, Dimetric Armand Tadah Doepner, Jan Troeltzsch, Uwe Frischen, Andreas Beseke, Lars Peter, Manuel |
| description | 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. |
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| subjects | 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 |
| title | Method for Generating a Training Dataset, Method for Training an Artificial Intelligence Means, Artificial Intelligence Means, and Hand-Held Power Tool |
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