The Construction of Fabric Grading Model Based on SOM Algorithm

In the traditional textile field, the mechanization automation has been popularized, the enterprise is faced with the challenge of the consumer to the fabric quality. With the rapid development of computer, the application of artificial intelligence in fabric grading is more and more widely. This paper is based on the SOM algorithm to construct the evaluation model of the fabric. It can improve the efficiency of the complex type. To provide a reliable mathematical model and verification for the screening of fabrics in the textile industry and enterprises to improve their efficiency.