Uma proposta de aplicação de inteligência artificial no processo de revisão de tecidos na indústria têxtil

Abstract

The search for the improvement of the production process has been intensifying due to the emergence of new technologies, which arise through the rupture of industry standards that has as its main milestones the four industrial revolutions. Nowadays, an industry is in the fourth industrial revolution, also called Industry 4.0, which has as its fundamental resource an application of computational means to achieve na adaptive and independent change, evolution that implies major changes in all industries, including as follows textile. A visual inspection or inspection of the flat fabric is a quality control process of the textile production chain that depends on the operator to perform it. This operation aims to review and classify the material according to the standardization of ABNT NBR 13484: 2004. In this exhibition, this work aims to presente an art study on the subject, including how it is currently made in Brazil, and proportion of use of Artificial intelligence for automation of the tissue review process using a neural network execution in an anomaly detection problem using images from a database. It is expected to argue about the applicability of this type of tool during the execution of the tissue revision and classification process based on the ABNT standard, to record the stages of this process and the implementation challenges.