At present, both at home and abroad are concentrating on the development of a sealable integrated environment system. The sewability integrated environment system consists of three interconnected online systems, namely the sewability prediction system, the intelligent sewing system and the safety quality system. The purpose is to standardize product quality and eliminate the sewing and embroidery problems caused by clothing fabrics. Improve production efficiency, thereby reducing the skill requirements of operators.

The sealability integrated environment system predicts the severity of sewing damage and seam wrinkling of the garment fabric according to the mechanical properties of the garment fabric under low stress, and sets the sewing parameters through sensors and drivers, and makes reasonable suggestions for fabric finishing. Adapt to high-quality sewing.

In the intelligent sewing system, the sewing machine can automatically set sewing parameters through sensors and drivers to optimize sewing quality and increase production efficiency and reduce the skill requirements of operators.

At present, the sewing machine is also equipped with a sewing damage system and a laser seam wrinkle detection system. The sewing damage system measures the penetration of the needle to detect damage during the sewing process, and the laser seam wrinkle detection system measures wrinkles along the sewing line Deformation to ensure sewing quality. When these parameters meet the requirements, artificial intelligence technology will complete the optimization of sewing parameters, including presser foot pressure, sewing thread tension, stitch density and sewing thread number. This is the development of sewing machines in the future.

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