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Method for predicting service life of magnetic therapy garment

A technology of life prediction and clothing, applied in the field of functional clothing, can solve the problem that the magnetic therapy clothing cannot obtain the magnetic therapy effect, etc., and achieve the effect of improving the accuracy

Active Publication Date: 2020-06-09
PANZHIHUA UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The magnetic field strength of magnetic therapy clothing is not constant, especially after washing, the magnetic field of magnetic therapy clothing changes drastically. However, when the magnetic field strength decays, people cannot feel it intuitively. Get the effect of magnetic therapy

Method used

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  • Method for predicting service life of magnetic therapy garment
  • Method for predicting service life of magnetic therapy garment
  • Method for predicting service life of magnetic therapy garment

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Experimental program
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Effect test

Embodiment

[0032] In this embodiment, the process of establishing a forecast model is as follows figure 1 As shown, it includes the following steps:

[0033] (1) Magnetic therapy clothing washing test:

[0034] Select 10 kinds of magnetic therapy clothing, the selected clothing is a double rib knitting structure, the proportion of magnetic fibers is 40% to 70%, and the thickness is 0.565mm to 0.755mm, as shown in Table 1:

[0035] Table 1: Feature parameter list of 10 kinds of magnetic therapy clothing selected

[0036] Sample No 1 2 3 4 5 6 7 8 9 10 Magnetic Fiber Ratio 40％ 45％ 45％ 50％ 50％ 55％ 55％ 60％ 65％ 70％ Thickness / mm 0.755 0.521 0.567 0.623 0.641 0.683 0.590 0.675 0.632 0.565

[0037] The washing test was carried out in accordance with GB / T 8629-2001 "Household Washing and Drying Procedures for Textile Testing". Each fabric was sampled 100mm×100mm before washing, and placed in a standard environment for 24 hours. The washing...

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Abstract

The invention relates to the field of functional garments, and discloses a method for predicting the service life of a magnetic therapy garment, which can quickly and accurately know the change of themagnetic field intensity of the magnetic therapy garment after washing each time according to specification parameters of the magnetic therapy garment after knowing the specification parameters of the magnetic therapy garment, thereby quickly and accurately knowing the service life of the magnetic therapy garment. The method comprises the following steps: a, selecting magnetic therapy clothing samples with different parameter specifications to carry out a washing experiment; b, collecting the magnetic field intensity of the magnetic therapy garment sample washed each time, and constructing asample data set; c, constructing a BP neural network model; d, dividing the sample data set into a training set and a verification set, training and verifying the constructed BP neural network model,and obtaining a stable network model as a prediction model; and e, in the actual use process of the magnetic therapy clothes, predicting the magnetic field intensity after each time of washing by inputting the parameter specification of the magnetic therapy clothes into the prediction model. The method is suitable for quickly and accurately obtaining the service life of the magnetic therapy garment.

Description

technical field [0001] The invention relates to the field of functional clothing, in particular to a method for predicting the service life of magnetic therapy clothing. Background technique [0002] Magnetic therapy clothing is a perfect fit of physical magnetism, medical magnetism and clothing science. Magnetic therapy textiles cater to the needs of people in today's society for health and physiotherapy. Scholars at home and abroad have done a lot of research on the specific curative effect of magnetic therapy. It is a pure green health care method and is worthy of praise and promotion. [0003] The magnetic field strength of magnetic therapy clothing is not constant, especially after washing, the magnetic field of magnetic therapy clothing changes drastically. However, when the magnetic field strength decays, people cannot intuitively feel it. If you continue to wear magnetic therapy clothing whose magnetism basically disappears, you will not be able to Get magnetic the...

Claims

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Application Information

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IPC IPC(8): G06F30/20G06N3/04G06N3/06G06N3/08G06F111/10
CPCG06N3/08G06N3/061G06N3/045Y02P90/30
Inventor 王丽霞王书新
Owner PANZHIHUA UNIV
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