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Method for predicting presence of product defects during intermediate processing step of thin product wound in roll

A technology of intermediate processing and winding into rolls, which is applied in the direction of thin material processing, winding strips, textiles and papermaking, and can solve the problems of slowing down production processing and loss

Active Publication Date: 2021-03-09
ITAL TECH ALLIANCE SRL
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

On the one hand, it is unavoidable that parts of the product containing defects are lost, while on the other hand, the production process often has to be significantly slowed down or even stopped in order to eliminate the defect

Method used

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  • Method for predicting presence of product defects during intermediate processing step of thin product wound in roll
  • Method for predicting presence of product defects during intermediate processing step of thin product wound in roll
  • Method for predicting presence of product defects during intermediate processing step of thin product wound in roll

Examples

Experimental program
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Effect test

example 1

[0393] Consider a process in which a tissue-wrapped product is to be created and includes primary steps (in-line production and winding on primary rolls), packaging and converting. The rewinding step in the example in question does not exist, and the conversion operation takes place directly with a primary type of single-sublayer roll (master roll).

[0394] During the production step, it is necessary to ensure that the product of the processing problem is limited in the conversion step.

[0395] The process allows to collect some of the parameters indicated above, especially in a preliminary step, collecting at least the following measurements:

[0396] - volume identifier (this is the primary volume identification code);

[0397] - product type identification (code identifying the type of product; the grade depends on the type of product / process / producer / customer);

[0398] - machine type (code indicating the winding machine);

[0399] - roll length;

[0400] - format wi...

example 2

[0450] Let us consider a process for nonwoven products that joins and bonds together several nonwoven sub-layers of the same nominal width in a converting step.

[0451] The process consists of primary steps (nonwoven production, winding into primary rolls), rewinding, packaging and converting steps.

[0452] During the unwinding and handling steps in the final converting machine, the width of the nonwoven product may vary relative to the original width of the product due to different unwinding tensions. It can be observed that in some cases the degree of narrowing varies between the sub-layers to be joined, leading to a substandard or in any case lower quality end product. Interactions and influences of product production and winding factors that lead to differential narrowing between sublayers must be identified.

[0453] With regard to the product and process parameters to be considered, these are at least all parameters previously indicated for the primary step, rewinding...

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Abstract

The present invention relates to a method for predicting the presence of a product defect during an intermediate processing step of a thin product wound into a roll. The method comprises the steps ofproviding a roll of thin product to which a unique identification code has been assigned, wherein the unique identification code is stored in a database system, and the database system comprises process and / or product parameters associated with the unique identification code detected in a production step of the thin product wound into the roll upstream of the intermediate processing step; accessing the database system, and inputting one or more of process and / or product parameters associated with the unique identification code of the volume contained in the database system into a prediction model, wherein the prediction model uses a correlation created by means of machine learning logic in accordance with historical values relating to process and / or product parameters output from the intermediate processing step and historical values relating to process and / or product parameters of the same volume detected in a production step of the volume upstream of the intermediate processing step,so that the product parameter output from the intermediate processing step are predicted; comparing the product parameter with a corresponding predefined limit value, and generating the prediction diagnosis information of the thin product defect based on a result of the comparison.

Description

technical field [0001] The invention relates to the field of production of continuous thin or web products to be wound into rolls, such as paper based products, paper, tissue, nonwovens, films, various materials and similar products. [0002] More particularly, the invention relates to a method for predicting the presence of product defects during intermediate processing steps of thin products wound into rolls. [0003] In addition, the invention also relates to a production plant for thin products wound into rolls using said method. Background technique [0004] In many fields of industry, it is required to unwind these main rolls by means of winders or rewinders and rewind them into rolls with different dimensional characteristics, so-called coils made, for example, wound on cylindrical cores. A roll of mesh material that is the main roll is converted into rolls of different sizes. The smaller finished sub-rolls thus obtained are used as semi-finished products to be fed ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): B65H26/02D21G9/00
CPCB65H26/02B65H2301/4148B65H2301/41702B65H2301/41704B65H2301/542B65H2301/544B65H2553/52B65H2701/1244B65H2701/1924B65H2801/84B65H2511/23B65H18/08G05B19/41875
Inventor A·塞利
Owner ITAL TECH ALLIANCE SRL