Automatización del proceso de insoladora de marcos textiles para control de calidad utilizando visión artificial en la empresa El Greco

Abstract

The textile sector in Ecuador represents an economically outstanding industry, due to the high potential for generating employment and added value, however, its performance in recent years decreased due to the limited technology. This is the case of “TEXTILES EL GRECO”, in Quito, which has an artisanal development machine which in recent years has shown a production deficit, in the same way, present a precarious quality management since the operators in charge overlook a large number of errors. Reason because this technical project aims to develop the automation of the process of insolation of textile frames and quality control managment using computer vision. In case of the heatstroke process, structural and electrical plans were created in the hardware and a program using PLC Logo 230 RCE and the HMI Kinco GL403 for the insolator software, while for the quality management a fault detection algorithm was developed in areas with controlled pixel numbers and environment. Whose main results was an optimization of the insolation process, and a reduction of the margin erros in the quality management process.