LIFE EXPECTANCY PREDICTION SYSTEM FOR A TOOL

A life expectancy prediction system for a target tool includes a processing machine body, a detector to detect a state data, a learned model storage unit to store learned models generated by executing machine learning using training datasets, including an explanatory variable and an objective variab...

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Bibliographische Detailangaben
Hauptverfasser: YABUNE, Natsuki, KATO, Koichi, ISHIGURE, Yuki, YONEZU, Toshihiro
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A life expectancy prediction system for a target tool includes a processing machine body, a detector to detect a state data, a learned model storage unit to store learned models generated by executing machine learning using training datasets, including an explanatory variable and an objective variable, the explanatory variable being the state data and the objective variable being a number of first remaining machining times, the learned model storage unit being to store the learned models, each for each of the tools and a remaining machining times prediction unit to select, based on the state data, one learned model and predict a number of second remaining machining times, using the one learned model and the state data.