CN113249982B - Method and device for improving printing stability of fabric - Google Patents

Method and device for improving printing stability of fabric Download PDF

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CN113249982B
CN113249982B CN202110676358.6A CN202110676358A CN113249982B CN 113249982 B CN113249982 B CN 113249982B CN 202110676358 A CN202110676358 A CN 202110676358A CN 113249982 B CN113249982 B CN 113249982B
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fabric
printing
obtaining
preset
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CN113249982A (en
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谭李玉
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Nantong Baoshuo Textile Co ltd
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    • DTEXTILES; PAPER
    • D06TREATMENT OF TEXTILES OR THE LIKE; LAUNDERING; FLEXIBLE MATERIALS NOT OTHERWISE PROVIDED FOR
    • D06PDYEING OR PRINTING TEXTILES; DYEING LEATHER, FURS OR SOLID MACROMOLECULAR SUBSTANCES IN ANY FORM
    • D06P1/00General processes of dyeing or printing textiles, or general processes of dyeing leather, furs, or solid macromolecular substances in any form, classified according to the dyes, pigments, or auxiliary substances employed
    • DTEXTILES; PAPER
    • D06TREATMENT OF TEXTILES OR THE LIKE; LAUNDERING; FLEXIBLE MATERIALS NOT OTHERWISE PROVIDED FOR
    • D06PDYEING OR PRINTING TEXTILES; DYEING LEATHER, FURS OR SOLID MACROMOLECULAR SUBSTANCES IN ANY FORM
    • D06P1/00General processes of dyeing or printing textiles, or general processes of dyeing leather, furs, or solid macromolecular substances in any form, classified according to the dyes, pigments, or auxiliary substances employed
    • D06P1/0032Determining dye recipes and dyeing parameters; Colour matching or monitoring
    • DTEXTILES; PAPER
    • D06TREATMENT OF TEXTILES OR THE LIKE; LAUNDERING; FLEXIBLE MATERIALS NOT OTHERWISE PROVIDED FOR
    • D06PDYEING OR PRINTING TEXTILES; DYEING LEATHER, FURS OR SOLID MACROMOLECULAR SUBSTANCES IN ANY FORM
    • D06P1/00General processes of dyeing or printing textiles, or general processes of dyeing leather, furs, or solid macromolecular substances in any form, classified according to the dyes, pigments, or auxiliary substances employed
    • D06P1/44General processes of dyeing or printing textiles, or general processes of dyeing leather, furs, or solid macromolecular substances in any form, classified according to the dyes, pigments, or auxiliary substances employed using insoluble pigments or auxiliary substances, e.g. binders
    • D06P1/445Use of auxiliary substances before, during or after dyeing or printing
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R19/00Arrangements for measuring currents or voltages or for indicating presence or sign thereof
    • G01R19/0084Arrangements for measuring currents or voltages or for indicating presence or sign thereof measuring voltage only
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods

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  • Textile Engineering (AREA)
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Abstract

The invention discloses a method and a device for improving printing stability of fabric, wherein the method comprises the following steps: obtaining ground color information of a first fabric; obtaining material information of the first fabric; inputting the ground color information and the material information of the first fabric into a first training model as first and second input information respectively to obtain first output information of the first training model, wherein the first output information comprises the mixing ratio information of the oily cross-linking agent and the aqueous emulsion slurry of the first fabric; obtaining first printing instruction information; acquiring first acquiring time information of the first printing instruction information; obtaining a predetermined time threshold; and printing and dyeing the first fabric according to the first printing instruction information within the preset time threshold. The mixing proportion of the printing cross-linking agent and the aqueous emulsion is changed according to the ground color and the material of the fabric, so that the technical purpose of improving the printing stability is achieved.

Description

Method and device for improving printing stability of fabric
Technical Field
The invention relates to the field of fabric printing and dyeing, in particular to a method and a device for improving fabric printing stability.
Background
Textile printing is the process of presenting a pattern on a fabric through the application of a dye or paint. Printing belongs to local dyeing, and requires certain dyeing stability after the process is finished. The printing method can be divided into: direct printing, resist printing, discharge printing, and the like. Maintaining the stability of the printing has always been a technical problem in the industry. On the aspect of researching the printing stability, the printing adaptability of different materials must be analyzed, the most appropriate materials such as an ink-jet printing agent and the like are selected, and the operation technology is emphasized, so that the printing effect can be ensured.
In the process of implementing the technical scheme of the invention in the embodiment of the present application, the inventor of the present application finds that the above-mentioned technology has at least the following technical problems:
the printing cross-linking agent and the aqueous emulsion are mixed in improper proportion, so that the printing stability is low.
Disclosure of Invention
The embodiment of the application provides a method and a device for improving the printing stability of a fabric, solves the technical problem that the printing stability is low due to the fact that the mixing proportion of a printing cross-linking agent and aqueous emulsion is improper in the prior art, and achieves the technical purpose of improving the printing stability by changing the mixing proportion of the printing cross-linking agent and the aqueous emulsion according to the ground color and the material of the fabric.
The embodiment of the application provides a method for improving fabric printing stability, wherein the method comprises the following steps: obtaining ground color information of a first fabric; taking the ground color information of the first fabric as first input information; obtaining material information of the first fabric; taking the material information of the first fabric as second input information; inputting the first input information and the second input information into a first training model, wherein the first training model is obtained by training a plurality of sets of training data, and each set of training data in the plurality of sets of training data comprises: the first input information, the second input information and identification information for identifying the mixing ratio of the oily cross-linking agent and the aqueous emulsion; obtaining first output information of the first training model, wherein the first output information comprises the mixing ratio information of the oily cross-linking agent and the aqueous emulsion of the first fabric; obtaining first printing instruction information according to the mixing proportion information of the oily cross-linking agent and the aqueous emulsion slurry of the first fabric; acquiring first acquiring time information of the first printing instruction information; obtaining a predetermined time threshold; and printing and dyeing the first fabric according to the first printing instruction information within the preset time threshold.
In another aspect, the present application further provides an apparatus for improving sensitivity of a voltage sensor, wherein the apparatus includes: a first obtaining unit for obtaining ground color information of a first fabric; a second obtaining unit configured to take ground color information of the first fabric as first input information; a third obtaining unit, configured to obtain material information of the first fabric; a fourth obtaining unit, configured to use material information of the first fabric as second input information; a first input unit, configured to input the first input information and the second input information into a first training model, where the first training model is obtained by training multiple sets of training data, and each of the multiple sets of training data includes: the first input information, the second input information and identification information for identifying the mixing ratio of the oily cross-linking agent and the aqueous emulsion; a fifth obtaining unit, configured to obtain first output information of the first training model, where the first output information includes information on a mixing ratio of the oily cross-linking agent and the aqueous emulsion of the first fabric; a sixth obtaining unit, configured to obtain first printing instruction information according to the mixing ratio information of the oily cross-linking agent and the aqueous emulsion of the first fabric; a seventh obtaining unit, configured to obtain first obtaining time information of the first printing instruction information; an eighth obtaining unit configured to obtain a predetermined time threshold; and the first execution unit is used for printing and dyeing the first fabric within the preset time threshold according to the first printing instruction information.
In another aspect, an embodiment of the present application further provides an apparatus for improving printing stability of a fabric, including a memory, a processor, and a computer program stored in the memory and executable on the processor, where the processor executes the computer program to implement the steps of the method according to the first aspect.
One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages:
due to the fact that the ground color information and the material information of the first fabric are obtained, and then the ground color information and the material information are input into a training model, accurate mixing proportion information of the printing oily cross-linking agent and the aqueous emulsion is obtained. The method is based on the characteristic that a training model can continuously optimize learning and obtain experience to process data more accurately, so that the obtained proportion information is more accurate, and the technical purpose of improving the printing stability of the first fabric is achieved by obtaining the accuracy of the mixing proportion information of the printing oily cross-linking agent and the aqueous emulsion slurry.
The foregoing is a summary of the present disclosure, and embodiments of the present disclosure are described below to make the technical means of the present disclosure more clearly understood.
Drawings
FIG. 1 is a schematic view illustrating a process for improving printing stability of a fabric according to an embodiment of the present application;
FIG. 2 is a schematic structural diagram illustrating an embodiment of the present application for improving printing stability of a fabric;
fig. 3 is a schematic structural diagram of an exemplary electronic device according to an embodiment of the present application.
Description of reference numerals: a first obtaining unit 11, a second obtaining unit 12, a third obtaining unit 13, a fourth obtaining unit 14, a first input unit 15, a fifth obtaining unit 16, a sixth obtaining unit 17, a seventh obtaining unit 18, an eighth obtaining unit 19, a first execution unit 20, a fifth bus 300, a receiver 301, a processor 302, a transmitter 303, a memory 304, and a bus interface 306.
Detailed Description
The embodiment of the application provides a method and a device for improving the printing stability of a fabric, solves the technical problem that the printing stability is low due to the fact that the mixing proportion of a printing cross-linking agent and aqueous emulsion is improper in the prior art, and achieves the technical purpose of improving the printing stability by changing the mixing proportion of the printing cross-linking agent and the aqueous emulsion according to the ground color and the material of the fabric. Hereinafter, example embodiments of the present application will be described in detail with reference to the accompanying drawings. It should be apparent that the described embodiments are merely some embodiments of the present application and not all embodiments of the present application, and it should be understood that the present application is not limited to the example embodiments described herein.
Summary of the application
Textile printing is the process of presenting a pattern on a fabric through the application of a dye or paint. Printing belongs to local dyeing, and requires certain dyeing stability after the process is finished. On the aspect of researching the printing stability, the printing adaptability of different materials must be analyzed, the most appropriate materials such as an ink-jet printing agent and the like are selected, and the operation technology is emphasized, so that the printing effect can be ensured. The prior art also has the technical problem of low printing stability caused by improper mixing ratio of the printing cross-linking agent and the aqueous emulsion.
In view of the above technical problems, the technical solution provided by the present application has the following general idea:
the embodiment of the application provides a method for improving fabric printing stability, wherein the method comprises the following steps: obtaining ground color information of a first fabric; taking the ground color information of the first fabric as first input information; obtaining material information of the first fabric; taking the material information of the first fabric as second input information; inputting the first input information and the second input information into a first training model, wherein the first training model is obtained by training a plurality of sets of training data, and each set of training data in the plurality of sets of training data comprises: the first input information, the second input information and identification information for identifying the mixing ratio of the oily cross-linking agent and the aqueous emulsion; obtaining first output information of the first training model, wherein the first output information comprises the mixing ratio information of the oily cross-linking agent and the aqueous emulsion of the first fabric; obtaining first printing instruction information according to the mixing proportion information of the oily cross-linking agent and the aqueous emulsion slurry of the first fabric; acquiring first acquiring time information of the first printing instruction information; obtaining a predetermined time threshold; and printing and dyeing the first fabric according to the first printing instruction information within the preset time threshold.
Having thus described the general principles of the present application, various non-limiting embodiments thereof will now be described in detail with reference to the accompanying drawings.
Example one
As shown in fig. 1, the present application provides a method for improving printing stability of fabric, wherein the method includes:
step S100: obtaining ground color information of a first fabric;
specifically, the ground color information of the first fabric is original color information of the first fabric before printing and dyeing. The ground color of the fabric can influence the influence of the color of the printing ink on the fabric during printing and dyeing, and the printing effect and the printing weight can be ensured. Therefore, the base color information of the first fabric is acquired, and a foundation is laid for improving the printing stability of the first fabric.
Step S200: taking the ground color information of the first fabric as first input information;
step S300: obtaining material information of the first fabric;
specifically, the first fabrics have different printing and dyeing effects due to different molecular mechanisms and different surface adhesion. Such as nylon or polyester fibers, are synthetic fibers, which are basically characterized by a very compact molecular structure, low or even no water absorption, and a very smooth surface feel, so that the pigment printing paste cannot penetrate into the fibers, but adheres to the fiber surface of the fabric. Therefore, the printing stability of nylon or polyester fabric is far from the natural fiber.
Step S400: taking the material information of the first fabric as second input information;
step S500: inputting the first input information and the second input information into a first training model, wherein the first training model is obtained by training a plurality of sets of training data, and each set of training data in the plurality of sets of training data comprises: the first input information, the second input information and identification information for identifying the mixing ratio of the oily cross-linking agent and the aqueous emulsion;
step S600: obtaining first output information of the first training model, wherein the first output information comprises the mixing ratio information of the oily cross-linking agent and the aqueous emulsion of the first fabric;
specifically, the machine model is obtained by training a plurality of sets of training data, and the process of training the neural network model by the training data is essentially a process of supervised learning. Each set of training data in the plurality of sets of training data comprises: the first input information, the second input information and identification information for identifying the mixing ratio of the oily cross-linking agent and the aqueous emulsion; under the condition of obtaining the first input information and the second input information, the machine learning model outputs the identified mixing proportion information of the oily cross-linking agent and the aqueous emulsion to check the mixing proportion information of the oily cross-linking agent and the aqueous emulsion output by the machine learning model, and if the output mixing proportion information of the oily cross-linking agent and the aqueous emulsion is consistent with the identified mixing proportion information of the oily cross-linking agent and the aqueous emulsion, the data supervised learning is finished, and the next group of data supervised learning is carried out; and if the output mixing ratio information of the oily cross-linking agent and the aqueous emulsion is not consistent with the identified mixing ratio information of the oily cross-linking agent and the aqueous emulsion, adjusting the machine learning model by the machine learning model, and performing supervised learning on the next group of data after the machine learning model reaches the expected accuracy. And inputting the ground color information and the material information of the first fabric into a training model so as to obtain accurate mixing proportion information of the oily cross-linking agent and the aqueous emulsion. Therefore, the technical purpose of improving the printing and dyeing stability of the first fabric is achieved by correctly mixing the oily cross-linking agent and the aqueous emulsion.
Step S700: obtaining first printing instruction information according to the mixing proportion information of the oily cross-linking agent and the aqueous emulsion slurry of the first fabric;
specifically, the first training model is used for accurately obtaining the mixing proportion information of the oily cross-linking agent and the aqueous emulsion slurry of the first fabric, and the first printing instruction is obtained according to the proportion information to print the first fabric.
Step S800: acquiring first acquiring time information of the first printing instruction information;
step S900: obtaining a predetermined time threshold;
step S1000: and printing and dyeing the first fabric according to the first printing instruction information within the preset time threshold.
Specifically, the first obtained time information is time information for executing the first printing instruction, and printing time is controlled by completing printing operation within the preset time threshold, so that printing quality is guaranteed, and printing stability is improved.
Further, the embodiment S700 of the present application further includes:
step S701 a: obtaining the preparation date information of the first printing paste;
step S702 a: obtaining the effective period information of the first printing paste;
step S703 a: obtaining printing and dyeing time information of the first printing paste;
step S704 a: judging whether the printing and dyeing of the first printing paste is finished within the validity period information;
step S705 a: if the printing and dyeing of the first printing paste is not completed within the validity period information, first early warning information is obtained;
step S706 a: and according to the first early warning information, the first printing paste is subjected to waste treatment.
Specifically, the prepared printing paste needs to be used up immediately, and if the printing paste fails, the characters are deteriorated, even the printing paste is coagulated to fail. The valid period information of the first printing paste is the valid use period information of the first printing paste. And if the printing and dyeing of the first printing paste is not completed within the validity period information, obtaining first early warning information for performing waste treatment on the first printing paste. The printing and dyeing operation is completed by ensuring that the first printing paste is within the effective period, so that the use of invalid printing paste is avoided, and the technical aims of reduced printing stability and low printing quality are fulfilled.
Further, step S300 in the embodiment of the present application further includes:
step S301: inputting the material information of the first fabric into a second training model, wherein the second training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: material information of the first fabric and identification information for identifying the type of high-temperature treatment;
step S302: and obtaining second output information of the second training model, wherein the second output information comprises a first output result and a second output result, the first output result is that the first fabric is subjected to high-temperature baking treatment, and the second output result is that the first fabric is subjected to high-pressure ironing treatment.
Specifically, the machine model is obtained by training a plurality of sets of training data, and the process of training the neural network model by the training data is essentially a process of supervised learning. Each set of training data in the plurality of sets of training data comprises: material information of the first fabric and identification information for identifying the type of high-temperature treatment; under the condition of obtaining the material information of the first fabric, the machine learning model outputs identification information for identifying the high-temperature processing category to check the high-temperature processing category information output by the machine learning model, and if the output high-temperature processing category information is consistent with the identified high-temperature processing category information, the data supervised learning is finished, and then the next group of data supervised learning is carried out; if the output high-temperature processing category information is inconsistent with the identified high-temperature processing category information, the machine learning model adjusts itself until the machine learning model reaches the expected accuracy, and then the supervised learning of the next group of data is carried out. And inputting the material information of the first fabric into the second training model so as to obtain accurate high-temperature treatment category information of the first fabric. The high-temperature treatment can completely volatilize the moisture or the solvent, simultaneously, the components in the printing paste ink are fully reacted, and the resin film and the fabric fiber can be bonded more tightly, which plays an extremely important role in improving the fastness, especially the rubbing fastness. The high-temperature treatment type information of the first fabric is obtained, the first fabric after printing is dried perfectly, and the printing stability of the first fabric is improved.
Further, step S100 in the embodiment of the present application further includes:
step S101: obtaining a first predetermined base color database;
step S102: judging whether the ground color information of the first fabric is in the preset ground color database or not;
step S103: if the background color information of the first fabric is in the preset background color database, obtaining first heating temperature information;
step S104: obtaining a first predetermined heating temperature threshold;
step S105: judging whether the first heating temperature information is within the preset heating temperature threshold value or not;
step S106: if the first heating temperature information is not within the preset heating temperature threshold value, second early warning information is obtained;
step S107: and stopping performing high-temperature treatment on the first fabric according to the second early warning information.
Specifically, the first preset base color database is obtained, and the preset base color database is base color information of the fabric capable of being subjected to high-temperature treatment. And determining whether the first fabric can be subjected to high-temperature treatment after printing by judging whether the base color information of the first fabric is in the preset base color database. The high temperature treatment to a certain degree can cause yellowing of white fabrics or dye on colored fabrics to migrate and cause the phenomenon of yellowing, damage to resin films, decrease the fastness and even melt or scorch the fabrics. And if the ground color information of the fabric is in the preset ground color database, judging whether the first heating temperature information is within the preset heating temperature threshold value, and if not, obtaining second early warning information for stopping high-temperature treatment on the first fabric. The technical purpose of further ensuring the textile printing stability by selecting a proper drying process of the textile and reasonably processing the heating temperature is achieved.
Further, step S106 in the embodiment of the present application further includes:
step S1061: if the first heating temperature information is within the preset heating temperature threshold value, obtaining first heating time length information;
step S1062: obtaining a preset heating time length;
step S1063: judging whether the first heating time length information reaches the preset heating time length or not;
step S1064: if the first heating time length information reaches the preset heating time length, third early warning information is obtained;
step S1065: and stopping performing high-temperature treatment on the first fabric according to the third early warning information.
Specifically, when the fabric after printing is subjected to high-temperature treatment, the temperature and time are strictly controlled to prevent the high temperature from affecting the material and printing effect of the fabric. If the first heating temperature information is within the preset heating temperature threshold value, whether the first heating time length information reaches the preset heating time length needs to be judged, and if the first heating time length information reaches the preset heating time length, the third early warning information is obtained, and the high-temperature treatment of the first fabric is stopped to control the heating time length. By controlling the heating time length of the first fabric during drying, the technical purpose of improving the printing stability of the fabric is achieved.
Further, step S103 in the embodiment of the present application further includes:
step S1031: obtaining component information of the first printing paste;
step S1032: obtaining a first adjusting parameter according to the component information of the first printing paste;
step S1033: and adjusting the first heating temperature information according to the first adjusting parameter to obtain second heating temperature information.
Specifically, the first printing paste has different components and different sustainable high-temperature processing temperatures, and if the heating temperature is not proper, the paste characteristics are damaged, the printing is damaged, and the stability is reduced. Therefore, the high temperature resistance degree of the first printing paste is judged by obtaining the component information of the first printing paste, so as to adjust the first heating temperature. The technical purpose of ensuring the printing effect and the printing quality by controlling the heating temperature is further realized.
Further, step S700 in the embodiment of the present application further includes:
step S701 b: obtaining printing area information of the first fabric;
step S702 b: obtaining a preset printing thickness threshold value;
step S703 b: and obtaining the consumption information of the first printing paste according to the printing area information of the first fabric and the preset printing thickness threshold value.
Specifically, the printing area of the first fabric is obtained, the preset thickness threshold is the preset printing thickness information of the first fabric, and then the usage amount information of the first printing paste is controlled according to the printing area information of the first fabric and the preset printing thickness threshold. And the printing effect of the first fabric is improved by controlling the using amount of the printing paste.
To sum up, the method for improving the sensitivity of the voltage sensor provided by the embodiment of the application has the following technical effects:
1. due to the fact that the ground color information and the material information of the first fabric are obtained, and then the ground color information and the material information are input into a training model, accurate mixing proportion information of the printing oily cross-linking agent and the aqueous emulsion is obtained. The method is based on the characteristic that a training model can continuously optimize learning and obtain experience to process data more accurately, so that the obtained proportion information is more accurate, and the technical purpose of improving the printing stability of the first fabric is achieved by obtaining the accuracy of the mixing proportion information of the printing oily cross-linking agent and the aqueous emulsion slurry.
2. Due to the fact that the effective trial period of the printing mucilage in the first textile printing process is controlled, and the drying process after the first textile printing process is conducted, such as temperature and heating time in the heating process are controlled, damage to the textile in the drying process is reduced, and the printing quality and printing stability of the first textile printing process are guaranteed to the maximum extent.
Example two
Based on the same inventive concept as the method for improving the printing stability of the fabric in the previous embodiment, the invention also provides a device for improving the printing stability of the fabric, as shown in fig. 2, the device comprises:
a first obtaining unit 11, wherein the first obtaining unit 11 is used for obtaining the ground color information of the first fabric;
a second obtaining unit 12, wherein the second obtaining unit 12 is configured to use the ground color information of the first fabric as first input information;
a third obtaining unit 13, where the third obtaining unit 13 is configured to obtain material information of the first fabric;
a fourth obtaining unit 14, where the fourth obtaining unit 14 is configured to use material information of the first fabric as second input information;
a first input unit 15, where the first input unit 15 is configured to input the first input information and the second input information into a first training model, where the first training model is obtained by training multiple sets of training data, and each of the multiple sets of training data includes: the first input information, the second input information and identification information for identifying the mixing ratio of the oily cross-linking agent and the aqueous emulsion;
a fifth obtaining unit 16, configured to obtain first output information of the first training model, where the first output information includes information of a mixing ratio of the oily cross-linking agent and the aqueous emulsion slurry of the first fabric;
a sixth obtaining unit 17, where the sixth obtaining unit 17 is configured to obtain first printing instruction information according to the mixing ratio information of the oily cross-linking agent and the aqueous emulsion of the first fabric;
a seventh obtaining unit 18, wherein the seventh obtaining unit 18 is configured to obtain first obtaining time information of the first printing instruction information;
an eighth obtaining unit 19, the eighth obtaining unit 19 being configured to obtain a predetermined time threshold;
and the first execution unit 20 is used for printing and dyeing the first fabric according to the first printing instruction information within the preset time threshold value.
Further, the apparatus further comprises:
an eighth obtaining unit, configured to obtain preparation date information of the first printing paste;
a ninth obtaining unit for obtaining expiration date information of the first printing paste;
a tenth obtaining unit configured to obtain printing and dyeing time information of the first printing paste;
the first judging unit is used for judging whether the printing and dyeing of the first printing paste are finished within the validity period information;
an eleventh obtaining unit, configured to obtain first warning information if printing and dyeing of the first printing paste is not completed within the validity period information;
and the second execution unit is used for performing waste treatment on the first printing paste according to the first early warning information.
Further, the apparatus further comprises:
a second input unit, configured to input material information of the first fabric into a second training model, where the second training model is obtained through training of multiple sets of training data, and each set of training data in the multiple sets of training data includes: material information of the first fabric and identification information for identifying the type of high-temperature treatment;
a twelfth obtaining unit, configured to obtain second output information of the second training model, where the second output information includes a first output result and a second output result, the first output result is that the first fabric is subjected to high-temperature baking processing, and the second output result is that the first fabric is subjected to high-pressure ironing processing;
further, the apparatus further comprises:
a thirteenth obtaining unit configured to obtain a first predetermined base color database;
a second judging unit, configured to judge whether the ground color information of the first fabric is in the predetermined ground color database;
a fourteenth obtaining unit configured to obtain first heating temperature information if the ground color information of the first fabric is in the predetermined ground color database;
a fifteenth obtaining unit configured to obtain a first predetermined heating temperature threshold;
a third judging unit configured to judge whether the first heating temperature information is within the predetermined heating temperature threshold value;
a sixteenth obtaining unit, configured to obtain second warning information if the first heating temperature information is not within the predetermined heating temperature threshold;
and the third execution unit is used for stopping performing high-temperature treatment on the first fabric according to the second early warning information.
Further, the apparatus further comprises:
a seventeenth obtaining unit configured to obtain first heating time period information if the first heating temperature information is within the predetermined heating temperature threshold;
an eighteenth obtaining unit for obtaining a predetermined heating time period;
a fourth judging unit, configured to judge whether the first heating duration information reaches the predetermined heating duration;
a nineteenth obtaining unit, configured to obtain third warning information if the first heating duration information reaches the predetermined heating duration;
and the fourth execution unit is used for stopping performing high-temperature treatment on the first fabric according to the third early warning information.
Further, the apparatus further comprises:
a twentieth obtaining unit for obtaining component a information of the first printing paste;
a twenty-first obtaining unit, configured to obtain a first adjustment parameter according to component information of the first printing paste;
a twenty-second obtaining unit, configured to adjust the first heating temperature information according to the first adjustment parameter, and obtain second heating temperature information.
Further, the apparatus further comprises:
a twenty-third obtaining unit for obtaining printing area information of the first fabric;
a twenty-fourth obtaining unit for obtaining a predetermined print thickness threshold;
a twenty-fifth obtaining unit, configured to obtain usage information of the first printing paste according to the printing area information of the first fabric and the predetermined printing thickness threshold.
Various modifications and embodiments of a method for improving fabric printing stability in the first embodiment of fig. 1 are also applicable to a device for improving fabric printing stability in the present embodiment, and a device for improving fabric printing stability in the present embodiment is clearly known to those skilled in the art from the foregoing detailed description of a method for improving fabric printing stability, so for the sake of brevity of the description, detailed description is omitted here.
Exemplary electronic device
The electronic device of the embodiment of the present application is described below with reference to fig. 3.
Fig. 3 illustrates a schematic structural diagram of an electronic device according to an embodiment of the present application.
Based on the inventive concept of a method for improving the printing stability of a fabric in the previous embodiment, the present invention further provides a device for improving the printing stability of a fabric, wherein a computer program is stored thereon, and when the program is executed by a processor, the computer program realizes the steps of the method for improving the printing stability of the fabric.
Where in fig. 3a bus architecture (represented by bus 300), bus 300 may include any number of interconnected buses and bridges, bus 300 linking together various circuits including one or more processors, represented by processor 302, and memory, represented by memory 304. The bus 300 may also link together various other circuits such as peripherals, voltage regulators, power management circuits, and the like, which are well known in the art, and therefore, will not be described any further herein. A bus interface 306 provides an interface between the bus 300 and the receiver 301 and transmitter 303. The receiver 301 and the transmitter 303 may be the same element, i.e., a transceiver, providing a means for communicating with various other apparatus over a transmission medium.
The processor 302 is responsible for managing the bus 300 and general processing, and the memory 304 may be used for storing data used by the processor 302 in performing operations.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, apparatus, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention has been described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (devices), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks. While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.

Claims (9)

1. A method of improving print robustness of a fabric, wherein the method comprises:
obtaining ground color information of a first fabric;
taking the ground color information of the first fabric as first input information;
obtaining material information of the first fabric;
taking the material information of the first fabric as second input information;
inputting the first input information and the second input information into a first training model, wherein the first training model is obtained by training a plurality of sets of training data, and each set of training data in the plurality of sets of training data comprises: the first input information, the second input information and identification information for identifying the mixing ratio of the oily cross-linking agent and the aqueous emulsion;
obtaining first output information of the first training model, wherein the first output information comprises the mixing ratio information of the oily cross-linking agent and the aqueous emulsion of the first fabric;
obtaining first printing instruction information according to the mixing proportion information of the oily cross-linking agent and the aqueous emulsion slurry of the first fabric;
acquiring first acquiring time information of the first printing instruction information;
obtaining a predetermined time threshold;
and printing and dyeing the first fabric according to the first printing instruction information within the preset time threshold.
2. The method of claim 1, wherein the method comprises:
obtaining the preparation date information of the first printing paste;
obtaining the effective period information of the first printing paste;
obtaining printing and dyeing time information of the first printing paste;
judging whether the printing and dyeing of the first printing paste is finished within the validity period information;
if the printing and dyeing of the first printing paste is not completed within the validity period information, first early warning information is obtained;
and according to the first early warning information, the first printing paste is subjected to waste treatment.
3. The method of claim 1, wherein the method comprises:
inputting the material information of the first fabric into a second training model, wherein the second training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups of training data comprises: material information of the first fabric and identification information for identifying the type of high-temperature treatment;
and obtaining second output information of the second training model, wherein the second output information comprises a first output result and a second output result, the first output result is that the first fabric is subjected to high-temperature baking treatment, and the second output result is that the first fabric is subjected to high-pressure ironing treatment.
4. The method of claim 1, wherein the method comprises:
obtaining a first predetermined base color database;
judging whether the ground color information of the first fabric is in the preset ground color database or not;
if the background color information of the first fabric is in the preset background color database, obtaining first heating temperature information;
obtaining a first predetermined heating temperature threshold;
judging whether the first heating temperature information is within the preset heating temperature threshold value or not;
if the first heating temperature information is not within the preset heating temperature threshold value, second early warning information is obtained;
and stopping performing high-temperature treatment on the first fabric according to the second early warning information.
5. The method of claim 4, wherein the method comprises:
if the first heating temperature information is within the preset heating temperature threshold value, obtaining first heating time length information;
obtaining a preset heating time length;
judging whether the first heating time length information reaches the preset heating time length or not;
if the first heating time length information reaches the preset heating time length, third early warning information is obtained;
and stopping performing high-temperature treatment on the first fabric according to the third early warning information.
6. The method of claim 4, wherein the method comprises:
obtaining component information of the first printing paste;
obtaining a first adjusting parameter according to the component information of the first printing paste;
and adjusting the first heating temperature information according to the first adjusting parameter to obtain second heating temperature information.
7. The method of claim 1, wherein the method comprises:
obtaining printing area information of the first fabric;
obtaining a preset printing thickness threshold value;
and obtaining the consumption information of the first printing paste according to the printing area information of the first fabric and the preset printing thickness threshold value.
8. An apparatus for improving the robustness of printing on a fabric, wherein the apparatus comprises:
a first obtaining unit for obtaining ground color information of a first fabric;
a second obtaining unit configured to take ground color information of the first fabric as first input information;
a third obtaining unit, configured to obtain material information of the first fabric;
a fourth obtaining unit, configured to use material information of the first fabric as second input information;
a first input unit, configured to input the first input information and the second input information into a first training model, where the first training model is obtained by training multiple sets of training data, and each of the multiple sets of training data includes: the first input information, the second input information and identification information for identifying the mixing ratio of the oily cross-linking agent and the aqueous emulsion;
a fifth obtaining unit, configured to obtain first output information of the first training model, where the first output information includes information on a mixing ratio of the oily cross-linking agent and the aqueous emulsion of the first fabric;
a sixth obtaining unit, configured to obtain first printing instruction information according to the mixing ratio information of the oily cross-linking agent and the aqueous emulsion of the first fabric;
a seventh obtaining unit, configured to obtain first obtaining time information of the first printing instruction information;
an eighth obtaining unit configured to obtain a predetermined time threshold;
and the first execution unit is used for printing and dyeing the first fabric within the preset time threshold according to the first printing instruction information.
9. An apparatus for improving the robustness of textile printing comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor executes the program to perform the steps of the method of any one of claims 1 to 7.
CN202110676358.6A 2021-06-18 2021-06-18 Method and device for improving printing stability of fabric Active CN113249982B (en)

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CN104786632A (en) * 2015-01-15 2015-07-22 李福军 Registration adjusting system of rotary screen printer
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CN108073751A (en) * 2016-11-17 2018-05-25 财团法人资讯工业策进会 Apparatus, method and computer readable storage medium for determining a target control data set for a textile dyeing process
CN110412037A (en) * 2019-07-04 2019-11-05 盎古(上海)科技有限公司 A kind of fabric defects information processing method and device
CN111553114A (en) * 2020-04-11 2020-08-18 东华大学 Intelligent color matching method for textile printing and dyeing based on data driving
CN112666912A (en) * 2020-12-31 2021-04-16 南通市天赫软件科技有限公司 Dyeing control method and device for textile printing and dyeing

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6082412A (en) * 1998-03-13 2000-07-04 Tietex International, Ltd. System and device for forming a fabric having a synchronized woven design and printed design
CN104786632A (en) * 2015-01-15 2015-07-22 李福军 Registration adjusting system of rotary screen printer
CN108073751A (en) * 2016-11-17 2018-05-25 财团法人资讯工业策进会 Apparatus, method and computer readable storage medium for determining a target control data set for a textile dyeing process
CN107463965A (en) * 2017-08-16 2017-12-12 湖州易有科技有限公司 Fabric attribute picture collection and recognition methods and identifying system based on deep learning
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