CN116341257A - Automatic fiber layout method based on fiber braiding - Google Patents
Automatic fiber layout method based on fiber braiding Download PDFInfo
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- 239000000835 fiber Substances 0.000 title claims abstract description 118
- 238000000034 method Methods 0.000 title claims abstract description 27
- 238000009954 braiding Methods 0.000 title claims abstract description 11
- 229920006254 polymer film Polymers 0.000 claims abstract description 77
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- 238000013461 design Methods 0.000 claims abstract description 29
- 238000012545 processing Methods 0.000 claims description 34
- 239000011159 matrix material Substances 0.000 claims description 22
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- 238000009826 distribution Methods 0.000 claims description 7
- 238000012937 correction Methods 0.000 claims description 6
- 238000003825 pressing Methods 0.000 claims description 5
- 238000004458 analytical method Methods 0.000 claims description 4
- 238000005457 optimization Methods 0.000 claims description 4
- 238000009941 weaving Methods 0.000 claims description 2
- 238000009940 knitting Methods 0.000 claims 1
- 238000004519 manufacturing process Methods 0.000 abstract description 6
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- 230000009286 beneficial effect Effects 0.000 description 8
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- 239000004744 fabric Substances 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
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Abstract
The invention provides an automatic fiber layout method based on fiber braiding, which comprises the following steps: acquiring attribute information of the nano polymer film; acquiring design requirements input by a client; designing a path arrangement diagram of the fiber yarn on the nano polymer film according to the attribute information and the design requirement; and importing the path arrangement diagram into the equipment industrial personal computer, and automatically laying out the fiber yarns by the equipment industrial personal computer according to the path arrangement diagram. The automatic layout of the fiber yarns on the nano polymer film can be realized, the 1000+ fiber yarns can be woven to form 1 full backlight plate, the working efficiency and the manufacturing precision of the product are effectively improved, the layout quantity of equipment is reduced, and the purposes of integration and microminiaturization are achieved.
Description
Technical Field
The invention relates to the technical field of fiber yarn layout, in particular to an automatic fiber yarn layout method based on fiber braiding.
Background
In recent years, deployment of OXCs and ROADMs by the whole network has become a global operator-accepted trend, and many global mainstream operators have deployed OXCs and ROADMs in metropolitan area networks, so that the demand for optical backplanes has been increased, and related optical communication equipment manufacturers have positive follow-up, such as a new metropolitan area wave decomposition solution is introduced, and OXCs specially designed for metropolitan area networks and access networks are adopted, so that the deployment of OXCs can significantly reduce the connection time delay between end users and cloud data centers, and realize one-hop to the cloud. In addition, the ChatGpt is applied hot in the world, so that the construction of a large-scale ultra-large data center can be rapidly promoted, the calculation power demand is greatly increased, the number of servers in the data center can be greatly reduced by the optical backboard, the density is improved, the calculation power is improved, and the power consumption is reduced. Thus, the need for an optical backplane can be rapidly pulled.
In the prior art, when the optical backboard is manufactured, automatic layout of fiber yarns on the nano polymer film cannot be realized, so that the production efficiency is low, and meanwhile, when the fiber yarns are laid on the nano polymer film, more equipment is required, the equipment integration level is low, a large space is occupied, and the production precision and efficiency are not facilitated.
Disclosure of Invention
The present invention aims to solve, at least to some extent, one of the technical problems in the above-described technology. Therefore, the invention aims to provide an automatic fiber yarn layout method based on fiber yarn braiding, which can realize automatic layout of fiber yarns on a nano polymer film, realize that 1000+ fiber yarns can be braided to form 1 full backlight plate, effectively improve the working efficiency and the manufacturing precision of products, reduce the layout quantity of equipment and achieve the aims of integration and microminiaturization.
In order to achieve the above-mentioned object, an embodiment of the present invention provides an automatic layout method for fiber based on fiber braiding, including:
acquiring attribute information of the nano polymer film;
acquiring design requirements input by a client;
designing a path arrangement diagram of the fiber yarn on the nano polymer film according to the attribute information and the design requirement;
and importing the path arrangement diagram into the equipment industrial personal computer, and automatically laying out the fiber yarns by the equipment industrial personal computer according to the path arrangement diagram.
According to some embodiments of the invention, the attribute information includes a size parameter and a shape parameter.
According to some embodiments of the present invention, a path arrangement diagram of a fiber filament on a nano polymer film is designed according to attribute information and design requirements, comprising:
according to the attribute information and the design requirement, N design information indexes of the nano polymer film are determined to form a vector C1;
determining P sample nano polymer films with the path arrangement diagram, determining N sample design information indexes corresponding to each sample nano polymer film, and forming a matrix B1 of P rows and N columns based on the N sample design information indexes of the P sample nano polymer films;
performing difference optimization processing on the vector C1 and the matrix B1 to obtain a processing matrix B and a processing vector C;
wherein B1 i,j Values for row j of matrix B1; c (C) j Is the j-th value of vector C; i=1, 2, 3 … … P, j=1, 2, 3 … … N; max () is the maximum value in brackets; min () is the minimum value in brackets;
calculating a matching index of the processing vector C and each row of the processing matrix B;
wherein P is i For the matching index of the processing vector C to the i-th row in the processing matrix B, i=1, 2, 3 ……P；
Determining a sample nano polymer film corresponding to the row number with the maximum matching index as a target sample nano polymer film; and determining a sample path arrangement diagram corresponding to the target sample nano polymer film as a path arrangement diagram of the fiber filaments on the nano polymer film.
According to some embodiments of the present invention, an equipment industrial personal computer performs automatic fiber filament layout according to a path arrangement diagram, including:
mapping the path arrangement diagram onto the nano polymer film by the equipment industrial personal computer to obtain a mapping image;
carrying out feature analysis on the mapping image, and determining a plurality of layout areas and a layout starting point corresponding to each layout area;
setting a fiber yarn layout module at the starting point of each layout area;
and laying out the fiber yarns in the corresponding layout areas based on the fiber yarn layout module.
According to some embodiments of the invention, when laying out filaments in the corresponding layout area based on the filament layout module, further comprising:
determining a moving path sequence image of the fiber yarn layout module;
determining a sub-map image corresponding to the moving path sequence image on the map image;
determining a first path on the sub-map image and a second path on the moving path sequence image;
judging whether the first path and the second path are completely overlapped, and when the first path and the second path are not completely overlapped, determining a partial second path which is not overlapped as a path to be corrected to carry out correction processing.
According to some embodiments of the invention, after laying out the filaments in the corresponding layout area based on the filament layout module, further comprising:
detecting the flatness of the fiber filaments on the nano polymer film by an optical flatness detector based on an optical method;
determining the distribution of the layout patterns of the fiber filaments on the nano polymer film, inquiring a preset layout pattern distribution-flatness data table, and determining preset flatness;
and comparing the flatness with the preset flatness, and performing flattening pressing treatment on the fiber on the nano polymer film when the flatness is smaller than the preset flatness.
According to some embodiments of the invention, determining whether the first path and the second path completely coincide comprises:
determining a first average value of pixel points of a first path image corresponding to a first path;
determining a second average value of pixel points of a second path image corresponding to the second path and length parameters and width parameters of the pixels of the second path image;
calculating the coincidence ratio of the first path image and the second path image according to the first average value, the second average value and the length parameter and the width parameter of the pixels of the second path image;
wherein H is the coincidence ratio of the first path image and the second path image; p is the length parameter of the pixel of the second path image; q is the width parameter of the pixels of the second path image; r is R s，t The value of the pixel point of the s-th row and t-th column of the second path image; e (R) is a second average value of pixel points of the second path image; w (W) s，t E (W) is the first average value of the pixels of the first path image, wherein the values are the values of the pixels of the s-th row and the t-th column of the first path image;
and comparing the contact ratio of the first path image and the second path image with a preset contact ratio, and judging whether the first path and the second path completely coincide or not according to a comparison result.
According to some embodiments of the present invention, determining a partial second path that is not coincident as a path to be corrected, performing correction processing, includes:
determining a first path of the misaligned part as a reference path;
and determining the deviation angle and the deviation length of the path to be corrected relative to the reference path, and correcting the path to be corrected based on the deviation angle and the deviation length.
According to some embodiments of the present invention, a plurality of layout areas included in a mapped image are rendered, and a corresponding image layer is generated and displayed through a display module based on an actual pixel value of each pixel point in the layout area.
According to some embodiments of the invention, further comprising: and when the first path and the second path are not completely coincident, an alarm prompt is sent out.
The invention provides an automatic layout method of fiber yarns based on fiber weaving, which can realize the automatic layout of fiber yarns on a nano polymer film, realize that 1000+ fiber yarns can be woven to form 1 full backlight plate, effectively improve the working efficiency and the manufacturing precision of products, reduce the layout quantity of equipment and achieve the aims of integration and microminiaturization.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention may be realized and attained by the structure particularly pointed out in the written description and drawings.
The technical scheme of the invention is further described in detail through the drawings and the embodiments.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate the invention and together with the embodiments of the invention, serve to explain the invention. In the drawings:
fig. 1 is a flow chart of a method for automatic lay-out of filaments based on braiding of optical fibers according to one embodiment of the present invention.
FIG. 2 is a schematic illustration of the automatic placement of filaments into a nano-polymer film according to one embodiment of the invention;
fig. 3 is a schematic diagram of an equipment industrial personal computer according to an embodiment of the present invention.
Detailed Description
The preferred embodiments of the present invention will be described below with reference to the accompanying drawings, it being understood that the preferred embodiments described herein are for illustration and explanation of the present invention only, and are not intended to limit the present invention.
As shown in fig. 1-3, an embodiment of the present invention provides an automatic fiber layout method based on fiber braiding, including steps S1-S4:
s1, acquiring attribute information of a nano polymer film;
s2, obtaining design requirements input by a client;
s3, designing a path arrangement diagram of the fiber yarn on the nano polymer film according to the attribute information and the design requirement;
s4, importing the path arrangement diagram into the equipment industrial personal computer, and automatically laying out the fiber yarns by the equipment industrial personal computer according to the path arrangement diagram.
The working principle of the technical scheme is as follows: and acquiring attribute information of the nano polymer film, wherein the attribute information comprises size parameters and shape parameters. The method comprises the steps of obtaining design requirements input by a client, wherein the design requirements comprise the total number of fiber filaments to be laid, the number of layout areas, the speed of layout and the like. Designing a path arrangement diagram of the fiber yarn on the nano polymer film according to the attribute information and the design requirement; and importing the path arrangement diagram into the equipment industrial personal computer, and automatically laying out the fiber yarns by the equipment industrial personal computer according to the path arrangement diagram. As shown in fig. 3, the fiber yarn automatic layout is performed as a fiber distribution device for a corresponding equipment industrial personal computer.
The beneficial effects of the technical scheme are that: the automatic layout of the fiber yarns on the nano polymer film can be realized, the 1000+ fiber yarns can be woven to form 1 full backlight plate, the working efficiency and the manufacturing precision of the product are effectively improved, the layout quantity of equipment is reduced, and the purposes of integration and microminiaturization are achieved.
According to some embodiments of the present invention, a path arrangement diagram of a fiber filament on a nano polymer film is designed according to attribute information and design requirements, comprising:
according to the attribute information and the design requirement, N design information indexes of the nano polymer film are determined to form a vector C1;
determining P sample nano polymer films with the path arrangement diagram, determining N sample design information indexes corresponding to each sample nano polymer film, and forming a matrix B1 of P rows and N columns based on the N sample design information indexes of the P sample nano polymer films;
performing difference optimization processing on the vector C1 and the matrix B1 to obtain a processing matrix B and a processing vector C;
wherein B1 i,j Values for row j of matrix B1; c (C) j Is the j-th value of vector C; i=1, 2, 3 … … P, j=1, 2, 3 … … N; max () is the maximum value in brackets; min () is the minimum value in brackets;
calculating a matching index of the processing vector C and each row of the processing matrix B;
wherein P is i For the matching index of the processing vector C and the i-th row in the processing matrix B, i=1, 2, 3 … … P;
determining a sample nano polymer film corresponding to the row number with the maximum matching index as a target sample nano polymer film; and determining a sample path arrangement diagram corresponding to the target sample nano polymer film as a path arrangement diagram of the fiber filaments on the nano polymer film.
The technical scheme has the working principle and beneficial effects that: design information indexes include size parameters, shape parameters, total number of cloth fiber filaments and the like of the nano polymer film. Determining P sample nano polymer films with the path arrangement diagram, determining N sample design information indexes corresponding to each sample nano polymer film, and forming a matrix B1 of P rows and N columns based on the N sample design information indexes of the P sample nano polymer films; and carrying out difference optimization processing on the vector C1 and the matrix B1 to obtain a processing matrix B and a processing vector C, so that indexes are not differentiated, and the final result is not affected by the difference of the measurement standard of the indexes, the units of the indexes and the like in the subsequent calculation. Calculating the matching indexes of the processing vector C and each row of the processing matrix B, and determining a sample nano polymer film corresponding to the row with the largest matching index as a target sample nano polymer film; and determining a sample path arrangement diagram corresponding to the target sample nano polymer film as a path arrangement diagram of the fiber filaments on the nano polymer film. Screening out a target sample nano polymer film based on a preset sample nano polymer film with a path arrangement diagram; and determining a sample path arrangement diagram corresponding to the target sample nano polymer film as a path arrangement diagram of the fiber filaments on the nano polymer film, so that the speed and the accuracy of determining the path arrangement diagram on the nano polymer film are improved.
According to some embodiments of the present invention, an equipment industrial personal computer performs automatic fiber filament layout according to a path arrangement diagram, including:
mapping the path arrangement diagram onto the nano polymer film by the equipment industrial personal computer to obtain a mapping image;
carrying out feature analysis on the mapping image, and determining a plurality of layout areas and a layout starting point corresponding to each layout area;
setting a fiber yarn layout module at the starting point of each layout area;
and laying out the fiber yarns in the corresponding layout areas based on the fiber yarn layout module.
The technical scheme has the working principle and beneficial effects that: the equipment industrial personal computer maps the path arrangement diagram onto the nano polymer film to obtain a mapping image, and the trap marks arranged on the nano polymer film are convenient for arranging the fiber yarns in a correct path and simultaneously convenient for finding the fiber yarns which are not arranged correctly in time. Carrying out feature analysis on the mapping image, and determining a plurality of layout areas and a layout starting point corresponding to each layout area; setting a fiber yarn layout module at the starting point of each layout area; and laying out the fiber yarns in the corresponding layout areas based on the fiber yarn layout module. Based on the principle of mutual noninterference and the characteristic of the layout area, a plurality of fiber layout modules are arranged, and fiber is laid out in the corresponding layout area based on the fiber layout modules, so that the layout efficiency of the fiber is improved.
According to some embodiments of the invention, when laying out filaments in the corresponding layout area based on the filament layout module, further comprising:
determining a moving path sequence image of the fiber yarn layout module;
determining a sub-map image corresponding to the moving path sequence image on the map image;
determining a first path on the sub-map image and a second path on the moving path sequence image;
judging whether the first path and the second path are completely overlapped, and when the first path and the second path are not completely overlapped, determining a partial second path which is not overlapped as a path to be corrected to carry out correction processing.
The technical scheme has the working principle and beneficial effects that: and determining a moving path sequence image of the fiber layout module, and taking the moving path sequence of the fiber layout module as a moving path sequence of the fiber. The fiber yarns are inserted on the fiber yarn layout module, and the fiber yarns are transported and laid out based on the fiber yarn layout module. Determining a sub-map image corresponding to the moving path sequence image on the map image; the sub-map image is an image including only the position paths through which the corresponding filaments should be inserted. The method is convenient for reducing the data processing amount and improving the data processing efficiency. Determining a first path on the sub-map image and a second path on the moving path sequence image; judging whether the first path and the second path are completely overlapped, and when the first path and the second path are not completely overlapped, determining a partial second path which is not overlapped as a path to be corrected to carry out correction processing. The unreasonable layout is corrected in time, so that larger loss is avoided, and meanwhile, the accuracy of the layout of the fiber yarns is improved.
According to some embodiments of the invention, after laying out the filaments in the corresponding layout area based on the filament layout module, further comprising:
detecting the flatness of the fiber filaments on the nano polymer film by an optical flatness detector based on an optical method;
determining the distribution of the layout patterns of the fiber filaments on the nano polymer film, inquiring a preset layout pattern distribution-flatness data table, and determining preset flatness;
and comparing the flatness with the preset flatness, and performing flattening pressing treatment on the fiber on the nano polymer film when the flatness is smaller than the preset flatness.
The working principle of the technical scheme is as follows: detecting the flatness of the fiber filaments on the nano polymer film by an optical flatness detector based on an optical method; determining the distribution of the layout patterns of the fiber filaments on the nano polymer film, inquiring a preset layout pattern distribution-flatness data table, and determining preset flatness; and comparing the flatness with the preset flatness, and performing flattening pressing treatment on the fiber on the nano polymer film when the flatness is smaller than the preset flatness.
The beneficial effects of the technical scheme are that: after the layout is completed, the flatness of the laid-out filaments is detected. The preset flatness is determined by inquiring a preset layout pattern distribution-flatness data table based on the layout pattern distribution of the fiber on the nano polymer film because the preset flatness is required due to the difference of the layout pattern distribution of the fiber on the nano polymer film; and comparing the flatness with the preset flatness, and performing flattening pressing treatment on the fiber on the nano polymer film when the flatness is smaller than the preset flatness. The method is convenient for ensuring the requirements on the flatness of the laid fiber yarns, and improves the accuracy of the layout and the qualification rate of products.
According to some embodiments of the invention, determining whether the first path and the second path completely coincide comprises:
determining a first average value of pixel points of a first path image corresponding to a first path;
determining a second average value of pixel points of a second path image corresponding to the second path and length parameters and width parameters of the pixels of the second path image;
calculating the coincidence ratio of the first path image and the second path image according to the first average value, the second average value and the length parameter and the width parameter of the pixels of the second path image;
wherein H is the coincidence ratio of the first path image and the second path image; p is the length parameter of the pixel of the second path image; q is the width parameter of the pixels of the second path image; r is R s，t The value of the pixel point of the s-th row and t-th column of the second path image; e (R) is a second average value of pixel points of the second path image; w (W) s，t E (W) is the first average value of the pixels of the first path image, wherein the values are the values of the pixels of the s-th row and the t-th column of the first path image;
and comparing the contact ratio of the first path image and the second path image with a preset contact ratio, and judging whether the first path and the second path completely coincide or not according to a comparison result.
The technical scheme has the working principle and beneficial effects that: when the contact ratio is determined to be consistent with the preset contact ratio, the first path and the second path are completely overlapped; conversely, it means that the first path does not completely coincide with the second path. And the coincidence degree of the first path image and the second path image is accurately calculated based on the first average value, the second average value and the length parameter and the width parameter of the second path image pixels, so that the accuracy of judging the coincidence degree and the preset coincidence degree is improved, and the accuracy of judging whether the first path and the second path are completely coincident is further improved.
According to some embodiments of the present invention, determining a partial second path that is not coincident as a path to be corrected, performing correction processing, includes:
determining a first path of the misaligned part as a reference path;
and determining the deviation angle and the deviation length of the path to be corrected relative to the reference path, and correcting the path to be corrected based on the deviation angle and the deviation length.
The beneficial effects of the technical scheme are that: and correcting the path to be corrected based on the deviation angle and the deviation length, so that the path to be corrected is consistent with the reference path, and the accuracy of fiber yarn layout is improved.
According to some embodiments of the present invention, a plurality of layout areas included in a mapped image are rendered, and a corresponding image layer is generated and displayed through a display module based on an actual pixel value of each pixel point in the layout area.
The working principle of the technical scheme is as follows: rendering a plurality of layout areas included in the mapped image, generating a corresponding image layer based on the actual pixel value of each pixel point in the layout areas, and displaying the image layer through a display module. Different layout areas are displayed based on different image layers, so that a user can conveniently and timely check the positions and the areas of the layout.
According to some embodiments of the invention, further comprising: and when the first path and the second path are not completely coincident, an alarm prompt is sent out.
The beneficial effects of the technical scheme are that: the method is convenient for users to take corresponding measures in time, adjusts parameters of the fiber yarn layout module and improves the accuracy of layout.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Claims (10)
1. An automatic fiber placement method based on fiber braiding, which is characterized by comprising the following steps:
acquiring attribute information of the nano polymer film;
acquiring design requirements input by a client;
designing a path arrangement diagram of the fiber yarn on the nano polymer film according to the attribute information and the design requirement;
and importing the path arrangement diagram into the equipment industrial personal computer, and automatically laying out the fiber yarns by the equipment industrial personal computer according to the path arrangement diagram.
2. The automatic fiber placement method according to claim 1, wherein the attribute information includes a size parameter and a shape parameter.
3. The automatic fiber placement method based on fiber braiding of claim 1, wherein designing a path arrangement pattern of fiber filaments on the nano polymer film according to the attribute information and the design requirement comprises:
according to the attribute information and the design requirement, N design information indexes of the nano polymer film are determined to form a vector C1;
determining P sample nano polymer films with the path arrangement diagram, determining N sample design information indexes corresponding to each sample nano polymer film, and forming a matrix B1 of P rows and N columns based on the N sample design information indexes of the P sample nano polymer films;
performing difference optimization processing on the vector C1 and the matrix B1 to obtain a processing matrix B and a processing vector C;
wherein B1 i,j Values for row j of matrix B1; c (C) j Is the j-th value of vector C; i=1, 2, 3 … … P, j=1, 2, 3 … … N; max () is the maximum value in brackets; min () is the minimum value in brackets;
calculating a matching index of the processing vector C and each row of the processing matrix B;
wherein P is i For the matching index of the processing vector C and the i-th row in the processing matrix B, i=1, 2, 3 … … P;
determining a sample nano polymer film corresponding to the row number with the maximum matching index as a target sample nano polymer film; and determining a sample path arrangement diagram corresponding to the target sample nano polymer film as a path arrangement diagram of the fiber filaments on the nano polymer film.
4. The automatic fiber yarn layout method based on fiber yarn weaving according to claim 1, wherein the automatic fiber yarn layout is performed by the equipment industrial personal computer according to a path arrangement diagram, comprising:
mapping the path arrangement diagram onto the nano polymer film by the equipment industrial personal computer to obtain a mapping image;
carrying out feature analysis on the mapping image, and determining a plurality of layout areas and a layout starting point corresponding to each layout area;
setting a fiber yarn layout module at the starting point of each layout area;
and laying out the fiber yarns in the corresponding layout areas based on the fiber yarn layout module.
5. The automatic fiber placement method according to claim 4, further comprising, when the fiber placement module places the fiber in the corresponding placement area:
determining a moving path sequence image of the fiber yarn layout module;
determining a sub-map image corresponding to the moving path sequence image on the map image;
determining a first path on the sub-map image and a second path on the moving path sequence image;
judging whether the first path and the second path are completely overlapped, and when the first path and the second path are not completely overlapped, determining a partial second path which is not overlapped as a path to be corrected to carry out correction processing.
6. The automatic fiber placement method according to claim 4, further comprising, after the fiber placement module places the fiber in the corresponding placement area:
detecting the flatness of the fiber filaments on the nano polymer film by an optical flatness detector based on an optical method;
determining the distribution of the layout patterns of the fiber filaments on the nano polymer film, inquiring a preset layout pattern distribution-flatness data table, and determining preset flatness;
and comparing the flatness with the preset flatness, and performing flattening pressing treatment on the fiber on the nano polymer film when the flatness is smaller than the preset flatness.
7. The automatic fiber placement method according to claim 5, wherein determining whether the first path and the second path are completely coincident comprises:
determining a first average value of pixel points of a first path image corresponding to a first path;
determining a second average value of pixel points of a second path image corresponding to the second path and length parameters and width parameters of the pixels of the second path image;
calculating the coincidence ratio of the first path image and the second path image according to the first average value, the second average value and the length parameter and the width parameter of the pixels of the second path image;
wherein H is the coincidence ratio of the first path image and the second path image; p is the second path imageLength parameters of pixels of (a); q is the width parameter of the pixels of the second path image; r is R s,t The value of the pixel point of the s-th row and t-th column of the second path image; e (R) is a second average value of pixel points of the second path image; w (W) s,t E (W) is the first average value of the pixels of the first path image, wherein the values are the values of the pixels of the s-th row and the t-th column of the first path image;
and comparing the contact ratio of the first path image and the second path image with a preset contact ratio, and judging whether the first path and the second path completely coincide or not according to a comparison result.
8. The automatic fiber placement method according to claim 5, wherein determining the misaligned partial second path as the path to be corrected comprises:
determining a first path of the misaligned part as a reference path;
and determining the deviation angle and the deviation length of the path to be corrected relative to the reference path, and correcting the path to be corrected based on the deviation angle and the deviation length.
9. The automatic layout method of fiber yarn based on fiber yarn knitting according to claim 4 wherein a plurality of layout areas included in the mapped image are rendered, and a corresponding image layer is generated and displayed by the display module based on the actual pixel value of each pixel point in the layout areas.
10. The automatic fiber placement method based on fiber braiding of claim 5, further comprising: and when the first path and the second path are not completely coincident, an alarm prompt is sent out.
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|---|---|---|---|
| CN202310326056.5A CN116341257B (en) | 2023-03-23 | 2023-03-23 | Automatic fiber layout method based on fiber braiding |
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| CN117672435A (en) * | 2024-01-31 | 2024-03-08 | 广元水木新材料科技有限公司 | Automatic fiber yarn layout method and system based on nanofiber preparation |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1653370A (en) * | 2002-05-17 | 2005-08-10 | 住友电气工业株式会社 | Tape-like optical fiber core, production method therefor, tape core-carrying connector, tape core-carrying optical fiber array, and optical wiring system |
| US20100182405A1 (en) * | 2009-01-21 | 2010-07-22 | Sergio Lara Pereira Monteiro | Method for transferring images with incoherent randomly arranged fiber optical bundle and for displaying images with randomly arranged pixels |
| CN102959685A (en) * | 2011-05-18 | 2013-03-06 | 昭和光电株式会社 | Fiber forwarding laser optical system |
| CN103201319A (en) * | 2011-01-31 | 2013-07-10 | 东丽株式会社 | Method for producing microparticles of polylactic acid-based resin, microparticles of polylactic acid-based resin and cosmetic using same |
| CN107022812A (en) * | 2017-05-03 | 2017-08-08 | 新疆天羚绒业科技股份有限公司 | A kind of accurate separator of animal down fiber and separation method |
| CN207818227U (en) * | 2017-12-29 | 2018-09-04 | 中国科学院苏州纳米技术与纳米仿生研究所 | Anti-interference lightweight data cable |
| CN111599000A (en) * | 2020-05-14 | 2020-08-28 | 成都飞机工业（集团）有限责任公司 | Process layout generation method and design system |
| CN113165280A (en) * | 2018-10-26 | 2021-07-23 | 阿里斯复合材料有限公司 | Design and efficient manufacturing method of fiber composite material part |
| CN216848266U (en) * | 2021-12-02 | 2022-06-28 | 长飞（武汉）光系统股份有限公司 | Aerospace special optical cable |
-
2023
- 2023-03-23 CN CN202310326056.5A patent/CN116341257B/en active Active
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1653370A (en) * | 2002-05-17 | 2005-08-10 | 住友电气工业株式会社 | Tape-like optical fiber core, production method therefor, tape core-carrying connector, tape core-carrying optical fiber array, and optical wiring system |
| US20100182405A1 (en) * | 2009-01-21 | 2010-07-22 | Sergio Lara Pereira Monteiro | Method for transferring images with incoherent randomly arranged fiber optical bundle and for displaying images with randomly arranged pixels |
| CN103201319A (en) * | 2011-01-31 | 2013-07-10 | 东丽株式会社 | Method for producing microparticles of polylactic acid-based resin, microparticles of polylactic acid-based resin and cosmetic using same |
| CN102959685A (en) * | 2011-05-18 | 2013-03-06 | 昭和光电株式会社 | Fiber forwarding laser optical system |
| CN107022812A (en) * | 2017-05-03 | 2017-08-08 | 新疆天羚绒业科技股份有限公司 | A kind of accurate separator of animal down fiber and separation method |
| CN207818227U (en) * | 2017-12-29 | 2018-09-04 | 中国科学院苏州纳米技术与纳米仿生研究所 | Anti-interference lightweight data cable |
| CN113165280A (en) * | 2018-10-26 | 2021-07-23 | 阿里斯复合材料有限公司 | Design and efficient manufacturing method of fiber composite material part |
| CN111599000A (en) * | 2020-05-14 | 2020-08-28 | 成都飞机工业（集团）有限责任公司 | Process layout generation method and design system |
| CN216848266U (en) * | 2021-12-02 | 2022-06-28 | 长飞（武汉）光系统股份有限公司 | Aerospace special optical cable |
Non-Patent Citations (2)
| Title |
|---|
| JOSHUA D ET AL: "Lithography via electrospun fibers with quantitative morphology analysis", 《JOURNAL OF VACUUM SCIENCE & TECHNOLOGY B》, vol. 34, no. 6, XP012212501, DOI: 10.1116/1.4964636 * |
| 仇威王: "可注射型纳米纤维/水凝胶多功能复合敷料的制备及其性能研究", 《中国博士学位论文全文数据库电子期刊 工程科技I辑》, vol. 2023, no. 1 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117672435A (en) * | 2024-01-31 | 2024-03-08 | 广元水木新材料科技有限公司 | Automatic fiber yarn layout method and system based on nanofiber preparation |
| CN117672435B (en) * | 2024-01-31 | 2024-04-09 | 广元水木新材料科技有限公司 | Automatic fiber yarn layout method and system based on nanofiber preparation |
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