Self-adapting neural-fuzzy network for real-time process...

G - Physics – 05 – B

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G05B 13/02 (2006.01) B23K 26/03 (2006.01)

Patent

CA 2301692

There is provided a control system for laser processing of a material, the system comprises a sensor for receiving electromagnetic emissions from a weld zone; a fuzzy logic subsystem for processing said sensor outputs directly to produce a weld quality output signal; and a neural network subsystem using input data frequency from said sensor outputs and said weld quality signal to develop a weld parameter control signal, whereby the neural network is capable of detecting extraodinary events in the incoming data stream while the fuzzy logic controller is capable of detecting trends in the incoming data stream.

L'invention concerne un système de commande destiné au traitement laser d'un matériau, le système comprend un capteur destiné à recevoir des émissions électromagnétiques d'une zone de soudage; un sous-système de logique floue destiné à traiter les sorties dudit capteur directement pour produire un signal de sortie de qualité de soudage; et un sous-système de réseau neuronal utilisant une fréquence de données d'entrée provenant des sorties dudit capteur et ledit signal de qualité de soudage afin de développer un signal de commande de paramètres de soudage, de manière que le réseau neuronal est capable de détecter des évènements inhabituels dans le flux de données entrant tandis que le contrôleur de logique floue est capable de détecter des tendances dans le flux de données entrant.

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