MACHINING SYSTEM AND MACHINABILITY DETERMINATION SYSTEM

Abstract: a machining system includes: a machining device configured to machine a workpiece; an acquisition device configured to acquire composition information representing the chemical composition of the material of the workpiece; and a determination device configured to determine the machinability of the workpiece based on a determination model created by inputting the composition information, processing condition information including processing conditions preset according to the material and thickness, and a machining quality evaluation result obtained by actually machining based on the processing conditions, as teaching data and performing machine learning. the determination device is configured to input composition information acquired before the machining of a workpiece to be newly machined and processing condition information including processing conditions set in the machining device according to the material and thickness, as data for estimation, to the determination model, and output a determination result regarding machinability based on the processing conditions of the machining to be performed.

Inventor(s): Koichi WAKE, Takeshi YOSHIDA, Hirotada WAKUI

CPC Classification: B23K26/03 (SOLDERING OR UNSOLDERING; WELDING; CLADDING OR PLATING BY SOLDERING OR WELDING; CUTTING BY APPLYING HEAT LOCALLY, e.g. FLAME CUTTING; WORKING BY LASER BEAM (making metal-coated products by extruding metal ; building up linings or coverings by casting ; casting by dipping ; manufacture of composite layers by sintering metal powder ; arrangements on machine tools for copying or controlling ; covering metals or covering materials with metals, not otherwise provided for ; burners ))

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