▎ 摘　　要

NOVELTY - Device for quality improvement in automated machine casting process by identifying the cast parts through pattern recognition and structure recognition, is claimed. The quality improvement in automated machine casting process comprises (a) filling the desired casting molds (12) and monitoring by means of sensors and cameras, where the casting mold is broken open and each finished casting is identified by pattern recognition and pattern tracking, removing the casting burrs and finished castings for blast cleaning, (b) identifiying each cast part when it leaves the cleaning system, where the identifier surface is scanned by the camera and conveyed to a measuring and testing station, (c) installing measuring devices with regard to the thickness lead to the recording of the quality of the finished cast parts, and (d) controlling the entire casting process by the big data computer and memory for systemic data analysis, evaluation and interactive self-regulation of the process. USE - The device is useful for quality improvement in automated machine casting process by identifying the cast parts through pattern recognition and structure recognition. ADVANTAGE - The device is economical. DETAILED DESCRIPTION - INDEPENDENT CLAIMS are also included for: (1) method for quality improvement in the automated machine casting process by identifying the cast parts through pattern recognition and structure recognition, comprising: (i) production of a sand mold for forming the desired casting mold for the liquid metal is supplemented by means of the subsequent filling and the subsequent lining up in moving conveyor belts, (ii) further treatment of the molds is accompanied by a wide variety of sensors and cameras, where the individual processing steps are precisely registered and the individual details are verifiably stored, (iii) condition and history of each cast part is comprehensibly known at all times during the machining process, and (iv) dividing the entire casting and manufacturing process into functionally relevant categories in terms of data technology with regard to the individual process sections and data connections and is controlled by the big data computer and memory for systemic data analysis, evaluation and interactive self-regulation of the process; (2) computer program with a program code for performing the method; and (3) machine-readable carrier with the program code of a computer program for performing the method. DESCRIPTION OF DRAWING(S) - The drawing shows a schematic representation of the casting plant in the area of mold formation, mold filling and mold cooling. Casting mold (12)