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Quantitative Analysis Method of Influence of Paper Fiber Properties on Mechanical Properties of Paper

A technology for quantitative analysis of fiber characteristics, applied in neural learning methods, instruments, biological neural network models, etc., can solve problems such as difficulty in quantitatively analyzing the degree of impact, production and scientific research uncertainty, etc., to make up for insufficient data volume and clarify data. Evidence and effect of theoretical guidance

Active Publication Date: 2022-07-26
SOUTH CHINA UNIV OF TECH
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Problems solved by technology

However, it is still difficult to quantitatively analyze the influence of different papermaking fiber characteristics on the mechanical properties of paper by using regression analysis and establishing empirical formula models, thus causing certain uncertainties in the production and scientific research of the industry

Method used

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  • Quantitative Analysis Method of Influence of Paper Fiber Properties on Mechanical Properties of Paper
  • Quantitative Analysis Method of Influence of Paper Fiber Properties on Mechanical Properties of Paper
  • Quantitative Analysis Method of Influence of Paper Fiber Properties on Mechanical Properties of Paper

Examples

Experimental program
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Effect test

Embodiment 1

[0052] This embodiment discloses a grey correlation quantitative analysis method for analyzing the influence degree of papermaking fiber characteristics on the mechanical properties of papermaking, which includes three steps (such as figure 1 shown), the specific description is as follows:

[0053] S1. Obtain experimental data of different papermaking fiber characteristic parameters, papermaking process parameters and papermaking mechanical performance parameters;

[0054] In order to analyze the influence of papermaking fiber characteristics on the mechanical properties of paper, and to establish a statistical model of the relationship between the two, it is necessary to obtain experimental data of relevant parameters first. The relevant parameters to be considered include: different papermaking fiber characteristic parameters, papermaking process parameters And paper mechanical properties parameters. The specific steps for obtaining parameters are described as follows.

[...

Embodiment 2

[0117] In this example, five commonly used papermaking fiber materials, which are eucalyptus wood fiber, softwood fiber, cotton fiber, bagasse fiber and bamboo fiber, are selected for experimental analysis. The papermaking fiber characteristic parameters considered include: fiber length, fiber diameter, fiber wall thickness, fiber thickness, fiber softness and fiber strength index; the considered papermaking process parameters include pulp beating degree; the considered papermaking mechanical property parameters include : Tensile strength, tear and burst resistance.

[0118] The specific implementation process of the quantitative analysis of the influence of paper fiber characteristics on the mechanical properties of paper is as follows:

[0119] Step T1:

[0120] According to the method described in step S1 in Example 1, the selected 5 kinds of papermaking fiber materials are used to obtain papermaking fiber characteristic parameters (fiber length, fiber diameter, fiber wall...

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Abstract

The invention discloses a quantitative analysis method for the influence degree of papermaking fiber characteristics on the mechanical properties of paper. ; Use Back Propagation Neural Network (BPNN) to establish a statistical model of the relationship between paper fiber properties and paper mechanical properties, and analyze the relationship trend of paper fiber properties on paper mechanical properties one by one; Quantitative analysis of paper fibers based on grey relational analysis The degree of influence of the properties on the mechanical properties of the finished paper. The method is simple and easy to implement, and has the characteristics of simple modeling and analysis process. Aiming at the only qualitative relationship between paper fiber properties and paper mechanical properties, a quantitative analysis method for the relationship between the two is proposed, which reveals the papermaking The quantitative results of the influence of fiber characteristics on the mechanical properties of paper will have an important guiding role in the production and research work of the pulp and paper industry.

Description

technical field [0001] The invention relates to the technical fields of pulping and papermaking, machine learning and statistical analysis, in particular to a quantitative analysis method for the degree of influence of papermaking fiber characteristics on the mechanical properties of papermaking. Background technique [0002] In the field of pulp and paper, the mechanical properties of the finished paper mainly depend on the properties of its raw material, namely the fiber. However, due to the many characteristics of papermaking fibers, there is mutual influence between different characteristics, and the mechanical properties of papermaking are often determined by multiple papermaking fiber characteristics and papermaking processes, so it is difficult to quantitatively analyze the effect of different papermaking fiber characteristics on papermaking. The degree of influence on mechanical properties. [0003] In the current production and research in the field of papermaking,...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F30/27G06N3/04G06N3/08G06F119/14
CPCG06F30/27G06N3/084G06F2119/14G06N3/045
Inventor 沈文浩刘寅
Owner SOUTH CHINA UNIV OF TECH
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