Unlock instant, AI-driven research and patent intelligence for your innovation.

Fabric fiber component qualitative method based on k-Shape

A fabric fiber and qualitative method technology, applied in the direction of analyzing materials, material analysis through optical means, measuring devices, etc., to achieve strong interpretability, fast qualitative analysis, and high accuracy

Pending Publication Date: 2022-03-01
池明旻
View PDF0 Cites 3 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

According to the survey, there is no invention patent that uses the k-Shape algorithm to solve the qualitative problem of fabric fiber components, and the innovation of this patent can be reflected from this

Method used

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
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Fabric fiber component qualitative method based on k-Shape
  • Fabric fiber component qualitative method based on k-Shape
  • Fabric fiber component qualitative method based on k-Shape

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0017] Specific embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings. However, the present invention should be understood as not limited to such embodiments described below, and the technical idea of ​​the present invention can be implemented in combination with other known technologies or other technologies having the same functions as those known technologies.

[0018] In the description of the following specific embodiments, in order to clearly demonstrate the structure and working mode of the present invention, many directional words will be used to describe, but "front", "rear", "left", "right", "outer Words such as ", "inwardly", "outwardly", "inwardly", "axially" and "radially" are to be understood as convenient terms and should not be understood as limiting terms.

[0019] Related terms are explained below:

[0020] Data Cleansing: The process of re-examining and validating data to remove duplicate inform...

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

PUM

No PUM Login to View More

Abstract

The invention discloses a fabric fiber component qualitative method based on a time sequence clustering algorithm (k-Shape). The method is used for solving the problem that near infrared spectrum data of fabric fiber components are difficult to classify. The method comprises the following steps: acquiring fiber components of various types of fabrics by using near-infrared equipment; cleaning, preprocessing and storing the data; based on a k-Shape clustering algorithm, calculating and extracting the feature shape of the fiber component data of each type of fabric; and calculating an intra-cluster difference and an inter-cluster difference between the sample data and the characteristic data of each type of fabric fiber components on the basis of a distance measure SBD (Shape-based distance), and completing real-time qualitative detection of the fabric fiber components. According to the method, rapid qualitative analysis of the fabric fiber components can be realized, and the method is high in accuracy, visual and high in interpretability.

Description

technical field [0001] The invention relates to a qualitative method for fabric fiber components, in particular to a k-Shape-based qualitative method for fabric fiber components. Background technique [0002] In recent years, my country's economy has developed vigorously, and people's requirements for quality of life have also been continuously improved. As a key part of people's "clothing, food, housing and transportation", the textile industry has also received more and more attention. In the textile industry, it is very necessary to identify the types of fabric fiber components. The methods for classifying fabric fiber components in the prior art are mainly divided into intelligent and non-intelligent methods. [0003] The non-intelligent method, that is, the traditional qualitative method of fabric fiber composition in the industry, generally relies on chemical reagents or physical external forces, such as combustion method, melting point method, hand feeling and visual...

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

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G01N21/359G06K9/62
CPCG01N21/359G01N2201/1293G01N2021/3595G06F18/23213G06F18/24
Inventor 池明旻
Owner 池明旻