CN117621625A - Method and device for improving printing performance of fabric - Google Patents
Method and device for improving printing performance of fabric Download PDFInfo
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- CN117621625A CN117621625A CN202311601650.7A CN202311601650A CN117621625A CN 117621625 A CN117621625 A CN 117621625A CN 202311601650 A CN202311601650 A CN 202311601650A CN 117621625 A CN117621625 A CN 117621625A
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- 239000004744 fabric Substances 0.000 title claims abstract description 113
- 238000000034 method Methods 0.000 title claims abstract description 67
- 238000002156 mixing Methods 0.000 claims abstract description 57
- 239000012752 auxiliary agent Substances 0.000 claims abstract description 43
- 239000011248 coating agent Substances 0.000 claims abstract description 42
- 238000000576 coating method Methods 0.000 claims abstract description 42
- 238000003062 neural network model Methods 0.000 claims abstract description 15
- 238000012549 training Methods 0.000 claims description 67
- 238000001035 drying Methods 0.000 claims description 52
- 239000003973 paint Substances 0.000 claims description 32
- 239000002002 slurry Substances 0.000 claims description 26
- 238000003860 storage Methods 0.000 claims description 24
- 230000008569 process Effects 0.000 claims description 20
- 239000000463 material Substances 0.000 claims description 19
- 238000002360 preparation method Methods 0.000 claims description 19
- 230000004048 modification Effects 0.000 claims description 18
- 238000012986 modification Methods 0.000 claims description 18
- 238000004513 sizing Methods 0.000 claims description 14
- 239000004753 textile Substances 0.000 claims description 12
- 238000004590 computer program Methods 0.000 claims description 10
- 239000000203 mixture Substances 0.000 claims description 5
- 238000010981 drying operation Methods 0.000 claims description 4
- 238000009472 formulation Methods 0.000 claims description 4
- 238000004381 surface treatment Methods 0.000 claims description 4
- 230000000694 effects Effects 0.000 abstract description 17
- 238000005303 weighing Methods 0.000 description 13
- 238000012545 processing Methods 0.000 description 8
- 238000010586 diagram Methods 0.000 description 7
- 238000009826 distribution Methods 0.000 description 7
- 238000004040 coloring Methods 0.000 description 6
- 238000011161 development Methods 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 238000010801 machine learning Methods 0.000 description 4
- 239000003086 colorant Substances 0.000 description 3
- 230000002411 adverse Effects 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 230000007613 environmental effect Effects 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 230000008520 organization Effects 0.000 description 2
- 230000004075 alteration Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 238000004140 cleaning Methods 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 239000000049 pigment Substances 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 238000009423 ventilation Methods 0.000 description 1
- 239000002699 waste material Substances 0.000 description 1
Classifications
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
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Abstract
The invention provides a method and a device for improving printing performance of fabric, comprising the following steps: obtaining a first predetermined time; obtaining first yield information of a first printing device within a first preset time; determining first print quantity information of a first fabric; obtaining first printing information of a first fabric; obtaining first printing color paste dosage information in a first preset time; according to the first printing color paste dosage information, obtaining first paste mixing information through a neural network model; obtaining a first actual coating amount and a first actual auxiliary amount; respectively judging whether the first actual coating amount meets the first preset coating amount or not, and judging whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount or not; if yes, a first printing instruction is obtained; according to the first printing instruction, the first fabric is subjected to printing operation, so that accurate paste mixing information is conveniently and rapidly obtained, paste mixing accuracy is improved, and the technical effects of printing quality stability and product quality are ensured.
Description
Technical Field
The invention relates to the technical field of textile production, in particular to a method and a device for improving printing performance of fabrics.
Background
Currently, the textile industry enters a new development period, which is the key period for the industrial upgrading of the textile industry, and on one hand, a batch of dominant enterprises are continuously innovating to improve the competitiveness. The elements of modern enterprises such as innovation awareness, brand influence, creative culture, new technical revolution, creativity and the like are affecting the development track of the textile industry. Wherein, the printing of the fabric refers to a process of forming a pattern on the fabric by a printing method. Because of the different equipment and fabric characteristics, the operating requirements for the fabric pre-and post-press treatment and printing plates, doctor blades, printing equipment are also different, so that faults are unavoidable during printing, and the printing quality of the fabric is seriously affected.
However, the applicant of the present invention has found that the prior art has at least the following technical problems:
in the prior art, when the fabric is printed, the accurate control of the pulp mixing information is difficult, meanwhile, in the weighing process of the pulp, the uneven printing quality caused by overlarge weighing error possibly exists, so that the quality stability of the product is difficult to be effectively ensured, and the image of an enterprise is also adversely affected.
Disclosure of Invention
The embodiment of the invention provides a method and a device for improving the printing performance of a fabric, which solve the technical problems that the fabric in the prior art is difficult to accurately grasp the pulp distribution information during printing, meanwhile, the quality of printing is uneven easily to influence the stability of the quality of a product and the image of an enterprise due to inaccurate weighing in the process of weighing the pulp, thereby achieving the technical effects of conveniently and quickly acquiring the accurate pulp distribution information, improving the pulp distribution accuracy and ensuring the stability of the printing quality and the quality of the product.
In view of the foregoing, embodiments of the present application have been presented to provide a method and apparatus for improving fabric printing performance.
In a first aspect, the present invention provides a method of improving the printing performance of a fabric, the method comprising: obtaining a first predetermined time; obtaining first yield information of a first printing device within the first preset time; determining first printing quantity information of a first fabric in the first preset time according to the first yield information; obtaining first printing information of a first fabric; obtaining first printing color paste dosage information in the first preset time according to the first printing information and the first printing quantity information; obtaining first paste mixing information through a neural network model according to the first printing paste dosage information, wherein the first paste mixing information comprises a first proportioning relation between a first preset coating quantity and a first preset auxiliary quantity; in the process of pulp mixing according to the first pulp mixing information, a first actual coating quantity and a first actual auxiliary quantity are obtained; respectively judging whether the first actual coating amount meets the first preset coating amount or not, and judging whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount or not; if the first actual paint quantity meets the first preset paint quantity, the first actual auxiliary agent quantity meets the first preset auxiliary agent quantity, and a first printing instruction is obtained; and carrying out printing operation on the first fabric according to the first printing instruction.
In a second aspect, the present invention provides an apparatus for improving the printing performance of a fabric, the apparatus comprising:
a first obtaining unit configured to obtain a first predetermined time;
a second obtaining unit configured to obtain first yield information of the first printing apparatus within the first predetermined time;
a first determining unit configured to determine first printing amount information of a first fabric within the first predetermined time based on the first yield information;
a third obtaining unit for obtaining first printing information of the first fabric;
the fourth obtaining unit is used for obtaining first printing color paste dosage information in the first preset time according to the first printing information and the first printing quantity information;
the fifth obtaining unit is used for obtaining first paste mixing information through a neural network model according to the first printing paste dosage information, wherein the first paste mixing information comprises a first proportioning relation between a first preset coating quantity and a first preset auxiliary quantity;
the sixth obtaining unit is used for obtaining a first actual coating quantity and a first actual auxiliary quantity in the slurry preparation process according to the first slurry preparation information;
The first judging unit is used for judging whether the first actual coating amount meets the first preset coating amount or not and whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount or not respectively;
a seventh obtaining unit configured to obtain a first printing instruction if the first actual paint amount satisfies the first preset paint amount, and the first actual auxiliary amount satisfies the first preset auxiliary amount;
and the first operation unit is used for performing printing operation on the first fabric according to the first printing instruction.
In a third aspect, the present invention provides an apparatus for improving printing performance of a fabric, comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of the method of the first aspect described above when the program is executed.
The above-mentioned one or more technical solutions in the embodiments of the present application at least have one or more of the following technical effects:
the embodiment of the invention provides a method and a device for improving printing performance of fabric, wherein the method comprises the following steps: obtaining a first predetermined time; obtaining first yield information of a first printing device within the first preset time; determining first printing quantity information of a first fabric in the first preset time according to the first yield information; obtaining first printing information of a first fabric; obtaining first printing color paste dosage information in the first preset time according to the first printing information and the first printing quantity information; obtaining first paste mixing information through a neural network model according to the first printing paste dosage information, wherein the first paste mixing information comprises a first proportioning relation between a first preset coating quantity and a first preset auxiliary quantity; in the process of pulp mixing according to the first pulp mixing information, a first actual coating quantity and a first actual auxiliary quantity are obtained; respectively judging whether the first actual coating amount meets the first preset coating amount or not, and judging whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount or not; if the first actual paint quantity meets the first preset paint quantity, the first actual auxiliary agent quantity meets the first preset auxiliary agent quantity, and a first printing instruction is obtained; according to the first printing instruction, the first fabric is subjected to printing operation, so that the problem that the fabric in the prior art is difficult to accurately grasp paste mixing information during printing is solved, meanwhile, in the paste weighing process, due to insufficient accuracy in weighing, uneven printing quality is easily caused, the technical problems of product quality stability and enterprise image are affected, the accurate paste mixing information is conveniently and rapidly obtained, the paste mixing accuracy is improved, and the technical effects of printing quality stability and product quality are ensured.
The foregoing description is only an overview of the present invention, and is intended to be implemented in accordance with the teachings of the present invention in order that the same may be more clearly understood and to make the same and other objects, features and advantages of the present invention more readily apparent.
Drawings
FIG. 1 is a schematic flow chart of a method for improving printing performance of a fabric according to an embodiment of the present invention;
FIG. 2 is a schematic structural view of an apparatus for improving printing performance of a fabric according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of another exemplary electronic device according to an embodiment of the present invention.
Reference numerals illustrate: the device comprises a first obtaining unit 11, a second obtaining unit 12, a first determining unit 13, a third obtaining unit 14, a fourth obtaining unit 15, a fifth obtaining unit 16, a sixth obtaining unit 17, a first judging unit 18, a seventh obtaining unit 19, a first operating unit 20, a receiver 301, a processor 302, a transmitter 303, a memory 304 and a bus interface 306.
Detailed Description
The embodiment of the invention provides a method and a device for improving printing performance of fabrics, which are used for solving the technical problems that in the prior art, the fabrics are difficult to accurately master sizing information during printing, meanwhile, in the sizing material weighing process, uneven printing quality is easily caused due to inaccurate weighing, and the product quality stability and enterprise image are influenced, so that the accurate sizing information is conveniently and quickly obtained, the sizing accuracy is improved, and the technical effects of printing quality stability and product quality are ensured. Hereinafter, example embodiments according to the present application will be described in detail with reference to the accompanying drawings. It should be apparent that the described embodiments are only some of the embodiments of the present application and not all of the embodiments of the present application, and it should be understood that the present application is not limited by the example embodiments described herein.
Summary of the application
Currently, the textile industry enters a new development period, which is the key period for the industrial upgrading of the textile industry, and on one hand, a batch of dominant enterprises are continuously innovating to improve the competitiveness. The elements of modern enterprises such as innovation awareness, brand influence, creative culture, new technical revolution, creativity and the like are affecting the development track of the textile industry. Wherein, the printing of the fabric refers to a process of forming a pattern on the fabric by a printing method. Because of the different equipment and fabric characteristics, the operating requirements for the fabric pre-and post-press treatment and printing plates, doctor blades, printing equipment are also different, so that faults are unavoidable during printing, and the printing quality of the fabric is seriously affected. However, in the prior art, when the fabric is printed, the accurate control of the pulp mixing information is difficult, meanwhile, in the weighing process of the pulp, the uneven printing quality caused by overlarge weighing error possibly exists, so that the stability of the product quality is difficult to be effectively ensured, and the image of an enterprise is also adversely affected.
Aiming at the technical problems, the technical scheme provided by the invention has the following overall thought:
The embodiment of the application provides a method for improving printing performance of a fabric, which comprises the following steps: obtaining a first predetermined time; obtaining first yield information of a first printing device within the first preset time; determining first printing quantity information of a first fabric in the first preset time according to the first yield information; obtaining first printing information of a first fabric; obtaining first printing color paste dosage information in the first preset time according to the first printing information and the first printing quantity information; obtaining first paste mixing information through a neural network model according to the first printing paste dosage information, wherein the first paste mixing information comprises a first proportioning relation between a first preset coating quantity and a first preset auxiliary quantity; in the process of pulp mixing according to the first pulp mixing information, a first actual coating quantity and a first actual auxiliary quantity are obtained; respectively judging whether the first actual coating amount meets the first preset coating amount or not, and judging whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount or not; if the first actual paint quantity meets the first preset paint quantity, the first actual auxiliary agent quantity meets the first preset auxiliary agent quantity, and a first printing instruction is obtained; and carrying out printing operation on the first fabric according to the first printing instruction.
Having described the basic principles of the present application, the following detailed description of the technical solutions of the present application will be made by using the accompanying drawings and specific embodiments, and it should be understood that the specific features of the embodiments and embodiments of the present application are detailed descriptions of the technical solutions of the present application, and not limiting the technical solutions of the present application, and the technical features of the embodiments and embodiments of the present application may be combined with each other without conflict.
Example 1
FIG. 1 is a flow chart of a method for improving printing performance of a fabric according to an embodiment of the present invention. As shown in fig. 1, an embodiment of the present invention provides a method for improving printing performance of a fabric, applied to an intelligent printing management platform, where the method includes:
step 100: obtaining a first predetermined time;
step 200: obtaining first yield information of a first printing device within the first preset time;
specifically, the first predetermined time is a preset period of time, for example, one day, two days, one week, etc., and may be set according to actual needs, which is not limited in this embodiment. The intelligent printing management platform can obtain first yield information of the first printing equipment in a first preset time, wherein the first printing equipment is a relevant instrument for realizing printing in a printing workshop, the first yield information is the printing quantity which can be finished by the first printing equipment in the first preset time, and the purpose of facilitating later judgment of printing paste quantity can be achieved by analyzing and mastering the first yield.
Step 300: determining first printing quantity information of a first fabric in the first preset time according to the first yield information;
specifically, after the first output information of the printing device is obtained, the first printing amount can be correspondingly obtained according to the first output, in other words, the output of the device corresponds to the printing amount of the fabric, so that the purpose of determining the printing amount of the fabric which can be finished according to the output of the device in a preset time can be achieved, and the color paste consumption in the preset time can be determined according to the printing amount of the fabric.
Step 400: obtaining first printing information of a first fabric;
step 500: obtaining first printing color paste dosage information in the first preset time according to the first printing information and the first printing quantity information;
specifically, the first printing information is information related to the printing requirement of the first fabric, for example, the printing area, the printing mode, the printing quantity, the printing pattern, the printing color, the printing completion time and the like, and after data analysis and processing are performed through the intelligent printing management platform according to the first printing information and the first printing quantity information, the first printing color paste quantity information required by completing the first printing quantity in a first preset time can be obtained, and meanwhile, after the first printing color paste quantity information is obtained, the quality and the environmental protection performance of each component in the first printing color paste quantity are judged one by one, so that the printing quality and the environmental protection performance are further ensured. For example, when the first predetermined time is set to be one day, the printing device can complete 1000 printing output pieces in one day, then the first printing output of the first fabric can be set to be 1000 printing output pieces, and also can be set in the printing output range of the device according to the actual situation, in this embodiment, specific limitation is not made, and further after comprehensive analysis is performed on the printing thickness, the printing area, the printing mode and the like in the printing information, the color paste consumption required by 1000 printing output pieces can be obtained, so that the determination of the printing color paste consumption according to the actual printing efficiency is realized, and the technical effect of avoiding resource waste caused by excessive color paste proportion is avoided.
Step 600: obtaining first paste mixing information through a neural network model according to the first printing paste dosage information, wherein the first paste mixing information comprises a first proportioning relation between a first preset coating quantity and a first preset auxiliary quantity;
further, in order to accurately obtain the paste mixing information to improve the printing quality and the working efficiency, step 600 of the embodiment of the present application further includes:
step 610: obtaining first color information according to the first printing information;
step 620: obtaining a preset standard database;
step 630: a first training data set is constructed according to the first color information and the preset color matching standard database;
step 640: inputting the first training data set into a second training model, wherein 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 comprises: the first color information, the preset color matching standard database and the identification information for identifying the first slurry matching information;
step 650: and obtaining output information of the second training model, wherein the output information comprises the first slurry preparation information, and the first slurry preparation information comprises a first proportioning relation between the first preset paint quantity and a first preset auxiliary quantity.
Specifically, according to the first printing information, a printed pattern can be obtained, and first color information is obtained, the first color information at this time is color matching information in the printed pattern of the first fabric, various colors can be toned by using pigment through reasonable color matching, so that the requirements of different flower colors are met, a preset color matching standard database, namely a standard color matching data standard, is obtained, the gas comprises specific composition of colors, color matching proportion of color paste, color matching method and the like, and the first color information and the preset color matching standard database can output identification information of the first color matching information through a neural network model.
Furthermore, the training model is a neural network model in a machine learning model, and the machine learning model can continuously learn a large amount of data so as to continuously correct the model, and finally obtain satisfactory experience to process other data. The machine model is obtained through training of multiple sets of training data, and the neural network model is essentially a supervised learning process through training data. The training model in the embodiment of the application is obtained by training multiple sets of training data by machine learning, and each set of training data in the multiple sets of training data comprises: the color matching method comprises the steps of first color information, a preset matching standard database and identification information for identifying the first matching information.
The identification information of the first slurry preparation information is used as supervision data. And inputting each group of training data, performing supervised learning on the first color information and a preset standard allocation database, and determining that the output information of the training model reaches a convergence state. Comparing the first pulp distribution information with the output result of the training model, and when the first pulp distribution information is consistent with the output result of the training model, completing the data supervised learning of the group, and performing the next data supervised learning of the group; when the first pulp distribution information is inconsistent, the training model carries out self-correction until the output result is consistent with the first pulp distribution information, the supervision learning of the group is completed, and the next data supervision learning is carried out; and through the supervised learning of a large amount of data, the output result of the machine learning model reaches a convergence state, and the supervised learning is completed. Through the process of supervised learning of the training model, the first paste mixing information output by the training model is more accurate, and the effect of accurately generating the first paste mixing information to improve the printing quality and the working efficiency is achieved.
Step 700: in the process of pulp mixing according to the first pulp mixing information, a first actual coating quantity and a first actual auxiliary quantity are obtained;
step 800: respectively judging whether the first actual coating amount meets the first preset coating amount or not, and judging whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount or not;
Specifically, after the neural network model outputs the first paste mixing information, a first proportioning relation between a first preset paint amount and a first preset auxiliary agent amount can be obtained from the first paste mixing information, the paint is a main material used for coloring in paste, and the auxiliary agent is a material used for guaranteeing the coloring stability and printing quality of the paint in printing, so that in the paste mixing process according to the first paste mixing information, the first actual paint amount and the first actual auxiliary agent amount need to be acquired in real time and controlled strictly. After the first actual coating amount and the first actual auxiliary agent amount are collected, the first actual coating amount and the first preset coating amount, the first actual auxiliary agent amount and the first preset auxiliary agent amount are respectively compared, whether the first actual coating amount is consistent with the first preset coating amount or not is judged, whether the first actual auxiliary agent amount is consistent with the first preset auxiliary agent amount or not is judged, that is, whether the proportioning relation in the actual pulp mixing process is consistent with the first proportioning relation or not is judged, and the first proportioning relation is the optimal proportioning relation capable of meeting the first color information, so that the aim of improving the printing quality can be achieved.
Step 900: if the first actual paint quantity meets the first preset paint quantity, the first actual auxiliary agent quantity meets the first preset auxiliary agent quantity, and a first printing instruction is obtained;
Step 1000: and carrying out printing operation on the first fabric according to the first printing instruction.
Specifically, if the first actual coating amount meets the first preset coating amount and the first actual auxiliary agent amount meets the first preset auxiliary agent amount, the actual proportioning relationship meets the first proportioning relationship, then a first printing instruction can be generated, and the first fabric is printed according to the first printing instruction.
Further, in order to achieve the effect of ensuring the print quality, before performing the printing operation on the first fabric according to the first printing instruction, step 1000 in the embodiment of the present application further includes:
Step 1010: obtaining first surface information of the first fabric;
step 1020: obtaining first demand information according to the first printing information;
step 1030: judging whether the first surface information meets the first requirement information or not;
step 1040: and if the first surface information does not meet the first requirement information, a first modification scheme is obtained, wherein the first modification scheme is used for carrying out surface treatment on the first textile according to the first requirement information.
Specifically, first surface information of the first fabric is obtained, wherein the first surface information is a surface organization structure of the first fabric, first requirement information can be determined from first printing information, the first requirement information comprises requirements, such as surface cleaning degree, dryness and wetness degree, organization structure, density and the like, when the surface of the fabric is printed, whether the first surface information meets the first requirement information is judged, if the first requirement information is met, subsequent processing is carried out, otherwise, if the first surface information does not meet the first requirement information, a first modification scheme is obtained, and the first fabric is subjected to surface processing according to the first requirement information according to the first modification scheme, so that the surface condition of the fabric can meet the printing requirement, the printing effect is ensured, and reliable guarantee is provided for the subsequent printing color depth and vividness.
Further, in order to further achieve the effect of ensuring the printing quality, before the first modification is used to perform the surface treatment on the first textile according to the first requirement information, step 1040 in this embodiment of the present application further includes:
step 1041: obtaining a first printed area in the first fabric;
step 1042: obtaining first image information of the first printing area;
step 1043: inputting the first image information into a first training model, wherein the first 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 comprises: the first image information and identification information for identifying density uniformity of the printing region;
step 1044: obtaining output information of the first training model, wherein the output information comprises density uniformity of the first printing region;
step 1045: judging whether the density uniformity meets a preset density uniformity range or not;
step 1046: if not, a first adjustment instruction is obtained, wherein the first adjustment instruction is used for adjusting the first modification scheme.
Specifically, a first printing area in the first fabric is obtained, wherein the first printing area is an area of the first fabric, where pattern printing is required, so as to obtain first image information of the first printing area, where the first image information includes density uniformity of the first printing area, and further density uniformity of the first printing area can be output through the first training model. And then judging whether the density uniformity of the first printing area obtained by output meets the preset density uniformity requirement range, if not, generating a first adjustment instruction, and then adjusting the first modification scheme according to the first adjustment instruction, thereby preventing the phenomenon that the coloring of the fabric is different due to the density non-uniformity, such as the phenomenon that the coloring power of the place with high density is lower than that of the place with low density, and further achieving the technical effects of improving the printing effect and ensuring the color fastness and the hand feeling.
Further, in order to achieve the effect of ensuring the stability of the printing quality and preventing the occurrence of the phenomenon that the product quality is uneven, step 700 in the embodiment of the present application further includes:
step 710: after pulp is prepared according to the first pulp preparation information, first hue information is obtained;
step 720: obtaining a second predetermined time;
step 730: obtaining second hue information after pulp is prepared according to the first pulp preparation information within the second preset time;
step 740: comparing the first hue information with the second hue information, and judging whether a first color difference exists or not;
step 750: if the first color difference exists, judging whether the first color difference exceeds a preset color difference threshold value or not;
step 760: and if the first hue exceeds the preset color difference threshold, a first adjustment instruction is obtained, wherein the first adjustment instruction is used for adjusting the second hue information.
Specifically, after weighing and blending according to the first blending information, the first hue information is obtained, the first hue information is color information of the blended paint color paste, and similarly, the second predetermined time is a preset period of time, and the second predetermined time is between the first predetermined time, for example, one day, two days, one week, etc., and can be set according to actual needs, which is not particularly limited in this embodiment. Further, after the first paste mixing information is mixed, second hue information, namely color information of the mixed paint color paste, is obtained, then the first hue information and the second hue information are compared, whether a first color difference exists between the first hue information and the second hue information is judged, if the first color difference exists, whether the first color difference exceeds a preset color difference threshold value is judged, if the first color difference exceeds the preset color difference threshold value, the color concentration of the mixed hue information and the color concentration of the first hue information in a second preset time are inconsistent, if the operation is continued, the color concentration of the color paste is unstable, and the pattern color of a printed product is also different, so that a first adjustment instruction is needed to be generated at the moment, the second hue information is adjusted according to the first adjustment instruction, the stability of the printing quality is further ensured, and the uneven printing quality is avoided.
Further, in order to achieve the effect of ensuring the accuracy of storing the residual paste material and preventing the occurrence of the phenomenon that the printing quality is affected due to the change of the material property, step 710 of the embodiment of the present application further includes:
step 711: after pulp is prepared according to the first pulp preparation information, residual pulp preparation material information is obtained;
step 712: obtaining a first storage mode of the residual slurry material information;
step 713: judging whether the first storage mode meets a preset storage requirement or not;
step 714: if not, obtaining first early warning information;
step 715: and sending the first early warning information to a first operator.
Specifically, after the paste is mixed according to the first paste mixing information, the remaining paste mixing material information, that is, the material information remaining after the first printing paste is used, is obtained, and then a first storage mode of the remaining paste mixing material information is obtained, wherein the first storage mode is a storage method for the remaining material, and then whether the first storage mode meets a preset storage requirement is judged, that is, whether the storage condition in the first storage mode and the storage method affect the usability and quality of the remaining paste mixing material or not is judged, and whether the printing quality is affected or not is judged, for example, when the storage condition is sealed in a dry ventilation environment, whether the remaining paste material is sealed well or not is required to be judged. If the preset storage requirement is not met, first early warning information is obtained, then the early warning information is sent to staff in a printing workshop, the staff is reminded of timely adjusting the storage mode, and therefore the storage accuracy of the residual paste mixing materials is guaranteed, and the effect of preventing the phenomenon that the printing quality is affected due to the change of the material properties is achieved.
Further, in order to achieve the temperature and temperature stability of guaranteeing the printing and drying process, thereby guaranteeing the stability of the quality of the printed product and improving the printing quality, step 1000 in this embodiment of the present application further includes:
step 1050: obtaining first printing report information of the first fabric after sizing;
step 1060: judging whether the first printing report information meets the first printing information or not;
step 1070: if yes, a first drying scheme is obtained, wherein the first drying scheme comprises a first drying temperature and a first drying duration;
step 1080: acquiring first temperature information of first drying equipment at a first moment and second temperature information of second moment;
step 1090: judging whether the first temperature information and the second temperature information meet the first drying temperature or not respectively;
step 10100: if the first temperature information and the second temperature information both meet the first drying temperature, drying the first fabric after sizing according to the first drying time length;
step 10110: and if the first temperature information and/or the second temperature information do not meet the first drying temperature, obtaining a first regulation and control instruction, wherein the first regulation and control instruction is used for stopping the drying operation of the first fabric after sizing and adjusting the first temperature information and/or the second temperature information of the first drying equipment.
Specifically, first printing report information of the first fabric after sizing is obtained, after detection analysis is carried out on the first fabric after printing and coloring is completed, the first printing report information is obtained, the first printing report information is compared with the first printing information, whether the first printing report information meets the first printing information or not is judged, namely whether the first fabric after printing is completed or not is judged, if the first printing information is met, then a first drying scheme of the first fabric is obtained, and the first drying scheme comprises a first drying temperature and a first drying duration. Further, in the drying process, first temperature information of the first drying equipment at a first moment and second temperature information of the first drying equipment at a second moment are obtained, then the first temperature information is compared with the first drying temperature, the second temperature information is compared with the first drying temperature, whether the first temperature information and the second temperature information meet the first drying temperature is judged, if the first temperature information and the second temperature information meet the first drying temperature, the temperature stability in the drying process meets the requirement is indicated, then the first fabric after coloring is dried according to the first drying time, otherwise, if the first temperature information and/or the second temperature information do not meet the first drying temperature, a first regulation and control instruction is generated, the drying operation of the first fabric is stopped according to the first regulation and control instruction, the first temperature information and/or the second temperature information of the first drying equipment are regulated, so that the temperature and the temperature stability in the printing drying process are guaranteed, the stability of the quality of a printed product is guaranteed, and the printing quality is improved.
Example two
Based on the same inventive concept as the method for improving printing performance of fabric in the foregoing embodiments, the present invention further provides an apparatus for improving printing performance of fabric, as shown in fig. 2, the apparatus comprising:
a first obtaining unit 11, the first obtaining unit 11 being configured to obtain a first predetermined time;
a second obtaining unit 12, where the second obtaining unit 12 is configured to obtain first yield information of the first printing device during the first predetermined time;
a first determining unit 13, where the first determining unit 13 is configured to determine first printing amount information of a first fabric in the first predetermined time according to the first yield information;
a third obtaining unit 14, wherein the third obtaining unit 14 is used for obtaining first printing information of the first fabric;
a fourth obtaining unit 15, where the fourth obtaining unit 15 is configured to obtain first printing color paste usage information in the first predetermined time according to the first printing information and the first printing amount information;
a fifth obtaining unit 16, where the fifth obtaining unit 16 is configured to obtain first paste formulation information according to the first printing paste usage information through a neural network model, where the first paste formulation information includes a first proportioning relationship between a first preset paint amount and a first preset auxiliary amount;
A sixth obtaining unit 17, where the sixth obtaining unit 17 is configured to obtain a first actual amount of paint and a first actual amount of auxiliary agent in a slurry preparation process according to the first slurry preparation information;
a first judging unit 18, where the first judging unit 18 is configured to respectively judge whether the first actual paint amount meets the first preset paint amount, and whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount;
a seventh obtaining unit 19, wherein the seventh obtaining unit 19 is configured to obtain a first printing instruction if the first actual paint amount satisfies the first preset paint amount and the first actual auxiliary amount satisfies the first preset auxiliary amount;
and a first operation unit 20, wherein the first operation unit 20 is used for performing printing operation on the first fabric according to the first printing instruction.
Further, the device further comprises:
an eighth obtaining unit for obtaining first surface information of the first fabric;
a ninth obtaining unit, configured to obtain first requirement information according to the first printing information;
the second judging unit is used for judging whether the first surface information meets the first requirement information or not;
And the second operation unit is used for obtaining a first modification scheme if the first surface information does not meet the first requirement information, wherein the first modification scheme is used for carrying out surface treatment on the first textile according to the first requirement information.
Further, the device further comprises:
a tenth obtaining unit for obtaining a first printed area in the first fabric;
an eleventh obtaining unit configured to obtain first image information of the first printing area;
the first training unit is used for inputting the first image information into a first training model, wherein the first training model is obtained through training of multiple groups of training data, and each group of training data in the multiple groups of training data comprises: the first image information and identification information for identifying density uniformity of the printing region;
a twelfth obtaining unit configured to obtain output information of the first training model, wherein the output information includes density uniformity of the first printing region;
The third judging unit is used for judging whether the density uniformity meets a preset density uniformity range;
a thirteenth obtaining unit, configured to obtain a first adjustment instruction if the first modification scheme is not satisfied, where the first adjustment instruction is used to adjust the first modification scheme.
Further, the device further comprises:
a fourteenth obtaining unit configured to obtain first color information from the first print information;
a fifteenth obtaining unit configured to obtain a preset registration standard database;
a first establishing unit, configured to establish a first training data set according to the first color information and the preset reference standard database component;
the first training unit is used for inputting the first training data set into a second training model, wherein the second training model is obtained through training of multiple groups of training data, and each group of training data in the multiple groups of training data comprises: the first color information, the preset color matching standard database and the identification information for identifying the first slurry matching information;
A sixteenth obtaining unit, configured to obtain output information of the second training model, where the output information includes the first slurry matching information, and the first slurry matching information includes a first proportioning relationship between the first preset paint amount and a first preset auxiliary amount.
Further, the device further comprises:
a seventeenth obtaining unit, configured to obtain first hue information after performing slurry matching according to the first slurry matching information;
an eighteenth obtaining unit for obtaining a second predetermined time;
a nineteenth obtaining unit, configured to obtain second hue information after performing slurry matching according to the first slurry matching information in the second predetermined time;
the fourth judging unit is used for comparing the first hue information with the second hue information and judging whether the first color difference exists or not;
a fifth judging unit for judging whether the first color difference exceeds a preset color difference threshold value if the first color difference exists;
a twentieth obtaining unit, configured to obtain a first adjustment instruction if the first color difference exceeds the preset color difference threshold, where the first adjustment instruction is used to adjust the second color information.
Further, the device further comprises:
a twenty-first obtaining unit, configured to obtain remaining slurry material information after performing slurry mixing according to the first slurry mixing information;
a twenty-second obtaining unit, configured to obtain a first storage manner of the remaining slurry material information;
a sixth judging unit, configured to judge whether the first storage manner meets a preset storage requirement;
a twenty-third obtaining unit, configured to obtain first warning information if the first warning information is not satisfied;
the first sending unit is used for sending the first early warning information to a first operator.
Further, the device further comprises:
a twenty-fourth obtaining unit for obtaining first printing report information of the first fabric after sizing;
a seventh judgment unit configured to judge whether the first print report information satisfies the first print information;
a twenty-fifth obtaining unit, configured to obtain a first drying scheme if the first drying temperature and the first drying duration are met, where the first drying scheme includes a first drying temperature and a first drying duration;
A twenty-sixth obtaining unit for obtaining first temperature information of the first drying apparatus at a first time and second temperature information at a second time;
an eighth judging unit for judging whether the first temperature information and the second temperature information meet the first drying temperature or not, respectively;
the third operation unit is used for drying the first fabric after sizing according to the first drying time length if the first temperature information and the second temperature information meet the first drying temperature;
and the fourth operation unit is used for obtaining a first regulation and control instruction if the first temperature information and/or the second temperature information does not meet the first drying temperature, wherein the first regulation and control instruction is used for stopping the drying operation of the first fabric after sizing and adjusting the first temperature information and/or the second temperature information of the first drying equipment.
The various modifications and embodiments of the method for improving the printing performance of a fabric in the first embodiment of fig. 1 are equally applicable to the device for improving the printing performance of a fabric in the present embodiment, and the implementation of the device for improving the printing performance of a fabric in the present embodiment will be apparent to those skilled in the art from the foregoing detailed description of the method for improving the printing performance of a fabric, so that the description will not be repeated for brevity.
Example III
Based on the same inventive concept as the method for improving the printing performance of the fabric in the foregoing embodiments, the present invention further provides an exemplary electronic device, as shown in fig. 3, including a memory 304, a processor 302, and a computer program stored on the memory 304 and executable on the processor 302, where the processor 302 implements the steps of any of the methods for improving the printing performance of the fabric described above when the program is executed.
Where in FIG. 3 a bus architecture (represented by bus 300), bus 300 may comprise any number of interconnected buses and bridges, with bus 300 linking together various circuits, including one or more processors, represented by processor 302, and memory, represented by memory 304. Bus 300 may also link together various other circuits such as peripheral devices, voltage regulators, power management circuits, etc., as are well known in the art and, therefore, will not be described further herein. Bus interface 306 provides an interface between bus 300 and 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, while the memory 304 may be used to store data used by the processor 302 in performing operations.
The above-mentioned one or more technical solutions in the embodiments of the present application at least have one or more of the following technical effects:
the embodiment of the invention provides a method and a device for improving printing performance of fabric, wherein the method comprises the following steps: obtaining a first predetermined time; obtaining first yield information of a first printing device within the first preset time; determining first printing quantity information of a first fabric in the first preset time according to the first yield information; obtaining first printing information of a first fabric; obtaining first printing color paste dosage information in the first preset time according to the first printing information and the first printing quantity information; obtaining first paste mixing information through a neural network model according to the first printing paste dosage information, wherein the first paste mixing information comprises a first proportioning relation between a first preset coating quantity and a first preset auxiliary quantity; in the process of pulp mixing according to the first pulp mixing information, a first actual coating quantity and a first actual auxiliary quantity are obtained; respectively judging whether the first actual coating amount meets the first preset coating amount or not, and judging whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount or not; if the first actual paint quantity meets the first preset paint quantity, the first actual auxiliary agent quantity meets the first preset auxiliary agent quantity, and a first printing instruction is obtained; according to the first printing instruction, the first fabric is subjected to printing operation, so that the problem that the fabric in the prior art is difficult to accurately grasp paste mixing information during printing is solved, meanwhile, in the paste weighing process, due to insufficient accuracy in weighing, uneven printing quality is easily caused, the technical problems of product quality stability and enterprise image are affected, the accurate paste mixing information is conveniently and rapidly obtained, the paste mixing accuracy is improved, and the technical effects of printing quality stability and product quality are ensured.
It will be appreciated by those skilled in the art that embodiments of the present invention may be provided as a method, system, 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 is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations 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.
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 (9)
1. A method of improving the printing performance of a fabric, wherein the method comprises:
obtaining a first predetermined time;
obtaining first yield information of a first printing device within the first preset time;
determining first printing quantity information of a first fabric in the first preset time according to the first yield information;
obtaining first printing information of a first fabric;
obtaining first printing color paste dosage information in the first preset time according to the first printing information and the first printing quantity information;
obtaining first paste mixing information through a neural network model according to the first printing paste dosage information, wherein the first paste mixing information comprises a first proportioning relation between a first preset coating quantity and a first preset auxiliary quantity;
in the process of pulp mixing according to the first pulp mixing information, a first actual coating quantity and a first actual auxiliary quantity are obtained;
respectively judging whether the first actual coating amount meets the first preset coating amount or not, and judging whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount or not;
if the first actual paint quantity meets the first preset paint quantity, the first actual auxiliary agent quantity meets the first preset auxiliary agent quantity, and a first printing instruction is obtained;
And carrying out printing operation on the first fabric according to the first printing instruction.
2. The method of claim 1, wherein the method further comprises, prior to performing the printing operation on the first fabric in accordance with the first printing instruction:
obtaining first surface information of the first fabric;
obtaining first demand information according to the first printing information;
judging whether the first surface information meets the first requirement information or not;
and if the first surface information does not meet the first requirement information, a first modification scheme is obtained, wherein the first modification scheme is used for carrying out surface treatment on the first textile according to the first requirement information.
3. The method of claim 2, wherein the first modification is for surface treating the first textile according to the first requirement information, the method further comprising:
obtaining a first printed area in the first fabric;
obtaining first image information of the first printing area;
inputting the first image information into a first training model, wherein the first 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 comprises: the first image information and identification information for identifying density uniformity of the printing region;
Obtaining output information of the first training model, wherein the output information comprises density uniformity of the first printing region;
judging whether the density uniformity meets a preset density uniformity range or not;
if not, a first adjustment instruction is obtained, wherein the first adjustment instruction is used for adjusting the first modification scheme.
4. The method of claim 1, wherein the obtaining, according to the first printing paste usage information, first paste formulation information through a neural network model, wherein the first paste formulation information includes a first proportioning relationship of a first preset paint amount and a first preset auxiliary amount, the method further comprising:
obtaining first color information according to the first printing information;
obtaining a preset standard database;
a first training data set is constructed according to the first color information and the preset color matching standard database;
inputting the first training data set into a second training model, wherein 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 comprises: the first color information, the preset color matching standard database and the identification information for identifying the first slurry matching information;
And obtaining output information of the second training model, wherein the output information comprises the first slurry preparation information, and the first slurry preparation information comprises a first proportioning relation between the first preset paint quantity and a first preset auxiliary quantity.
5. The method of claim 1, wherein the method further comprises:
after pulp is prepared according to the first pulp preparation information, first hue information is obtained;
obtaining a second predetermined time;
obtaining second hue information after pulp is prepared according to the first pulp preparation information within the second preset time;
comparing the first hue information with the second hue information, and judging whether a first color difference exists or not;
if the first color difference exists, judging whether the first color difference exceeds a preset color difference threshold value or not;
and if the first hue exceeds the preset color difference threshold, a first adjustment instruction is obtained, wherein the first adjustment instruction is used for adjusting the second hue information.
6. The method of claim 5, wherein the method further comprises:
after pulp is prepared according to the first pulp preparation information, residual pulp preparation material information is obtained;
Obtaining a first storage mode of the residual slurry material information;
judging whether the first storage mode meets a preset storage requirement or not;
if not, obtaining first early warning information;
and sending the first early warning information to a first operator.
7. The method of claim 1, wherein the printing operation is performed on the first fabric according to the first printing instructions, the method further comprising:
obtaining first printing report information of the first fabric after sizing;
judging whether the first printing report information meets the first printing information or not;
if yes, a first drying scheme is obtained, wherein the first drying scheme comprises a first drying temperature and a first drying duration;
acquiring first temperature information of first drying equipment at a first moment and second temperature information of second moment;
judging whether the first temperature information and the second temperature information meet the first drying temperature or not respectively;
if the first temperature information and the second temperature information both meet the first drying temperature, drying the first fabric after sizing according to the first drying time length;
And if the first temperature information and/or the second temperature information do not meet the first drying temperature, obtaining a first regulation and control instruction, wherein the first regulation and control instruction is used for stopping the drying operation of the first fabric after sizing and adjusting the first temperature information and/or the second temperature information of the first drying equipment.
8. An apparatus for improving fabric printing performance, the apparatus comprising:
a first obtaining unit configured to obtain a first predetermined time;
a second obtaining unit configured to obtain first yield information of the first printing apparatus within the first predetermined time;
a first determining unit configured to determine first printing amount information of a first fabric within the first predetermined time based on the first yield information;
a third obtaining unit for obtaining first printing information of the first fabric;
the fourth obtaining unit is used for obtaining first printing color paste dosage information in the first preset time according to the first printing information and the first printing quantity information;
The fifth obtaining unit is used for obtaining first paste mixing information through a neural network model according to the first printing paste dosage information, wherein the first paste mixing information comprises a first proportioning relation between a first preset coating quantity and a first preset auxiliary quantity;
the sixth obtaining unit is used for obtaining a first actual coating quantity and a first actual auxiliary quantity in the slurry preparation process according to the first slurry preparation information;
the first judging unit is used for judging whether the first actual coating amount meets the first preset coating amount or not and whether the first actual auxiliary agent amount meets the first preset auxiliary agent amount or not respectively;
a seventh obtaining unit configured to obtain a first printing instruction if the first actual paint amount satisfies the first preset paint amount, and the first actual auxiliary amount satisfies the first preset auxiliary amount;
and the first operation unit is used for performing printing operation on the first fabric according to the first printing instruction.
9. An apparatus for improving printing performance of a fabric comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor performs the steps of the method of any one of claims 1 to 7 when the program is executed.
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| CN202311601650.7A CN117621625A (en) | 2023-11-28 | 2023-11-28 | Method and device for improving printing performance of fabric |
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| Application Number | Priority Date | Filing Date | Title |
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| CN202311601650.7A CN117621625A (en) | 2023-11-28 | 2023-11-28 | Method and device for improving printing performance of fabric |
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