Color spinning process quality control model construction method based on knowledge automation technology

A technology of automation technology and control model, which is applied in the field of construction of quality control model of color spinning process based on knowledge automation technology, and can solve very few problems.
CN106292579AInactive Publication Date: 2017-01-04XI'AN POLYTECHNIC UNIVERSITY
2 Cites 1 Cited by

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
XI'AN POLYTECHNIC UNIVERSITY
Publication Date
2017-01-04
Estimated Expiration
Not applicable · inactive patent

Smart Images

  • Figure 1
    Figure 1
  • Figure 2
    Figure 2
  • Figure 3
    Figure 3
Patent Text Reader

Abstract

The present invention discloses a color spinning process quality control model construction method based on a knowledge automation technology. The method comprises the following steps of designing a parallel cuckoo search algorithm based on particle swarm optimization, carrying out the high dimensional data feature extraction, and further utilizing a self-organizing neural network theory to solve the optimal solution of the knowledge variables; on the basis of the above steps, utilizing a grey system theory, a cooperative training algorithm and a support vector machine to construct a relation matrix between the knowledge variables, and utilizing a method of mean value to solve the association degree, and further designing a support vector regression algorithm based on the cooperative training, and automatically correcting an association degree calculation result; on the basis of the above two steps, utilizing the support vector machine to construct a color spinning process quality control model based on the knowledge automation technology. According to the present invention, the color spinning process quality control model based on the knowledge automation technology is constructed, the working efficiency is improved, at the same time, the data preparation is convenient.
Need to check novelty before this filing date? Find Prior Art

Description

technical field

[0001] The invention relates to the field of textiles, in particular to a method for constructing a color spinning process quality control model based on knowledge automation technology. Background technique

[0002] The color spinning industry is a sunrise industry in the textile industry, and its products have been widely used in many fields such as environmental protection, special military supplies and aerospace. But unfortunately, due to the bottleneck problems in the color spinning manufacturing process, such as imprecise control of the underlying equipment, lack of multi-domain knowledge correlation analysis, and low degree of automation integration, such as upper-level planning and scheduling, it seriously restricts the innovation and development of color spinning enterprises.

[0003] As far as the color spinning intelligent manufacturing process is concerned, the traditional "spinning first and then dyeing" process has been fundamentally subverted, ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More