CN117171250A - Database system for constructing clothing industry meta-universe - Google Patents

Database system for constructing clothing industry meta-universe Download PDF

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Publication number
CN117171250A
CN117171250A CN202311174805.3A CN202311174805A CN117171250A CN 117171250 A CN117171250 A CN 117171250A CN 202311174805 A CN202311174805 A CN 202311174805A CN 117171250 A CN117171250 A CN 117171250A
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China
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database
fabric
data table
pattern
data
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苏明华
江萍
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Yushen Beijing Technology Co ltd
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Yushen Beijing Technology Co ltd
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Priority to CN202311174805.3A priority Critical patent/CN117171250A/en
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    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30Computing systems specially adapted for manufacturing

Abstract

The invention discloses a database system for constructing clothing industry meta-universe, which comprises: consumable database, fabric database, plate type database, pattern database, process database and style database, and equipment database, technical work type database and manufacturer database; the consumable database is associated with the fabric database, the fabric database is associated with the pattern database, the pattern database is respectively associated with the style database and the process database, and the pattern database is associated with the style database; the equipment database is respectively associated with the consumable database and the process database, and the technical work class database is respectively associated with the process database and the fabric database. The invention not only can make the clothing design data directly used for clothing production in real time, but also can know the current equipment data of a factory, thereby automatically and reasonably arranging production equipment to finish production tasks, greatly improving the intelligent degree of clothing from design to production, and being a data base of clothing industry universe.

Description

Database system for constructing clothing industry meta-universe
Technical Field
The invention relates to the technical field of clothing databases. More particularly, the present invention relates to a database system for building a clothing industry meta-universe.
Background
The clothing and food residence industry is the civil industry required by people, china is also the country for producing and manufacturing clothing, and the population is 1.7 hundred million. Along with the improvement of the living standard of people, huge mass consumers are in favor of wearing individuation, outstanding self and fear of sweater, and meanwhile, various higher demands of simplicity, convenience, rapidness, high cost performance and the like are met. Along with the promotion of green low-carbon strategies in China, the clothing production and processing enterprises are urgent to be transformed and upgraded on the industry supply side. While existing garment production sales models do not meet both of these needs.
Disclosure of Invention
It is an object of the present invention to solve at least the above problems and to provide at least the advantages to be described later.
The invention also aims to provide a database system for constructing the universe of clothing industry, based on the database system, through UGC and AIGC, various personalized clothing designs are provided for users, the clothing design data are converted into production data through a relational structure database, the production data are used as the basis, after the algorithm carries out systematic optimization on the production tasks in a virtual space, the intelligent automatic arrangement production equipment efficiently and cooperatively completes the production tasks, the automation and intelligence degree of clothing from design to production is greatly improved, and the production efficiency is greatly improved. Meets the individual demands of various consumer with high cost performance and the requirements of supply side manufacturing enterprises for cost reduction, efficiency enhancement, energy conservation, emission reduction, environmental protection, intelligent transformation and upgrading. Meanwhile, AIGC (automatic guided vehicle) of clothing design and intelligent production with real time, high efficiency and unmanned can be realized through large model training based on the process data.
To achieve these objects and other advantages and in accordance with the purpose of the invention, there is provided a database system for constructing a clothing industry meta-universe, comprising: a consumable database, a fabric database, a plate type database, a pattern database, a process database and a style database for clothing design, and an equipment database, a technical work database and a manufacturer database for clothing production;
the consumable database is associated with the fabric database so that the fabric corresponds to the consumable matched with the fabric; the fabric database is associated with the plate type database so that the plate type corresponds to the matched fabric; the pattern database is associated with the pattern database so as to enable the pattern to correspond to the pattern adopted by the pattern database, and the pattern database is also associated with the process database so as to enable the pattern to correspond to the process matched with the pattern database; the pattern database is associated with the pattern database so that patterns correspond to patterns adopted by the pattern database;
wherein the equipment database is respectively associated with the consumable database and the process database to reflect the execution process information of the equipment and the used consumable information; the technical work type database is respectively associated with the process database and the fabric database to reflect the skill information of the staff; the manufacturer database is respectively associated with the equipment database and the technical work type database to reflect the production capacity information of the manufacturer.
Preferably, the consumable database includes: a sewing needle data table, a sewing thread data table and a presser foot data table;
the sewing needle data table comprises: the number, the model, the needle length, the needle thickness, the material, the two-dimensional image, the three-dimensional obj file and remark information of the sewing needle;
the suture data table includes: the serial number, the material, the thickness, the tension, the shrinkage, the color RGB value, the color CMKY value, the legend, the three-dimensional obj file and remark information of the suture;
the presser foot data table includes: the serial number, model, material, image, three-dimensional obj file and remark information of the presser foot.
Preferably, the fabric database includes a fabric data table, the fabric data table includes: the fabric comprises the following components of fabric number, name, material, weave, texture, count, gram weight, breadth, warmth index, shrinkage, elasticity, bursting strength, ironing temperature, stitch length range matched with the fabric, sewing needle number matched with the fabric, stitch line number matched with the fabric, presser foot number matched with the fabric and legend information.
Preferably, the fabric database further comprises: the self-adaptive module is used for self-adaptively adjusting ironing temperature, stitch length range matched with the fabric, stitch number matched with the fabric and presser foot number matched with the fabric according to the material, weave, texture, count, gram weight, breadth, warmth index, shrinkage, elasticity and bursting strength of the fabric based on the first machine learning model;
The fabric database further comprises: and the fabric identification module is used for automatically identifying the materials, the weave, the textures, the counts, the gram weights, the breadth, the warmth index, the shrinkage, the elasticity and the bursting strength of the fabric based on the second machine learning model according to the uploaded fabric photos and storing the fabric.
Preferably, the plate type database includes a plate type data table including: the number, the name and the design idea of the plate type are suitable for people, wearing seasons, figures, styles and three-dimensional obj files;
each panel type data table is associated with a garment component table of garment component information contained therein, and the garment component table associated with the panel type data table comprises: the number, name, size information, three-dimensional obj file and the plate type number of the component;
the clothing component tables associated with each plate type data table are associated through a sewing relation table, and the sewing relation table comprises: the relation number, the number and the sewing position of the part 1 needing sewing, the number and the sewing position of the part n needing sewing, and the plate type number of the part;
the fabric database is associated with the plate type database through a first relation table, wherein the first relation table comprises the following components: relationship number, component number, fabric number adapted to the component, and plate type number to which the component belongs.
Preferably, the pattern database includes a pattern data table, the pattern data table including: the number, resolution, pixel point color value of the pattern.
Preferably, the process database comprises: a printing process data table, a cutting process data table and a sewing process data table;
the printing process data sheet comprises: the number, name, ink type, process parameters and adapted equipment number of the printing process;
the clipping process data table comprises: cutting the number, name, technological parameters and adapted equipment number of the process;
the fabric data sheet further comprises: printing process numbers matched with the fabric and cutting process numbers matched with the fabric;
the machine seam process data table comprises: the serial number, name, technological parameter and adapted equipment number of the sewing technology;
the sewing relation table also comprises sewing process numbers adopted by the sewing components 1 to n;
the panel database also comprises a sewing process schedule, wherein the process schedule comprises: plate type number and sewing process working procedure matched with the plate type.
Preferably, the style database includes a style data table, the style data table includes: numbering of styles, plate type numbers adopted and three-dimensional obj files;
Each style data sheet is associated with a clothing component sheet of component information contained in the adopted board type, and the clothing component sheet associated with the style data sheet comprises: the number, name and size information of the parts, the number of the adopted fabric, the number of the pattern adopted by printing and the plate type number of the parts;
and the clothing component tables associated with each style data table are associated through the sewing relation table.
Preferably, the process database further comprises: a hand sewing process data table, an embroidery process data table, a hot-stamping process data table and a sequin embroidery process data table;
the consumable database further comprises: a hand sewing needle data table, an embroidery thread data table, a water drill data table and a sequin data table;
the garment parts table associated with the style data table further comprises: the method comprises the steps of embroidering a pattern number adopted by embroidery, embroidering stitch data, a pattern number adopted by hot-fix rhinestone, hot-fix rhinestone arrangement data, a pattern number adopted by sequin embroidery and sequin embroidery arrangement data;
the stitching relationship table further includes: the number and the sewing position of the part 1 needing the hand sewing, the number and the sewing position of the part n needing the hand sewing, and the hand sewing process number adopted by the parts 1 to n to be sewn;
the embroidery stitch data are data which are automatically generated according to the patterns acquired by a consumer in the pattern database and are related to an embroidery stitch data table, an embroidery thread data table and an embroidery process data table;
The hot-fix rhinestone arrangement data are data which are automatically generated according to the pattern acquired by a consumer in the pattern database and are related to a rhinestone data table and a hot-fix technique data table;
the bead arrangement data are data which are automatically generated according to patterns obtained by consumers in the pattern database and are related to a bead data table and a bead embroidering process data table.
Preferably, the sewing relation table further comprises a sewing seam obj file and a hand sewing seam obj file, wherein the sewing seam obj file is automatically generated according to the serial numbers and the sewing positions of the parts 1 and n needing sewing and the serial numbers of the sewing processes adopted by the parts 1 to n, and the hand sewing seam obj file is automatically generated according to the serial numbers and the sewing positions of the parts 1 and n needing hand sewing and the serial numbers of the hand sewing processes adopted by the parts 1 to n.
Preferably, the device database includes: the number, name, batch, manufacturer and delivery time of the equipment.
Preferably, the technical work database comprises: the number, grade, adapted process number and adapted fabric number of the technical work.
Preferably, the manufacturer database includes: the number, name, location of manufacturer, number of equipment, number of technical work, number of outstanding orders, and quality evaluation of order completion.
Preferably, the consumable database, the fabric database, the board type database and the process database, and the equipment database, the technical variety database and the manufacturer database for clothing production only open the interface authority for reading data to consumers.
Preferably, the pattern database opens interface authority for reading and writing pattern data to consumers, and the pattern database opens interface authority for reading and writing pattern data to consumers.
Preferably, the device database uses a planning task and a timer to automatically update data every preset time period.
Preferably, the stitch data table, the embroidery data table, the water drill data table and the bead data table all comprise the unit price of each consumable, the fabric data table also comprises the unit price of each fabric, the plate type data table also comprises the copyright cost of each plate type, the pattern data table also comprises the copyright cost of each pattern, each process data table in the process database comprises the process unit price, and the pattern data table also comprises the total cost of clothing.
The invention at least comprises the following beneficial effects: through associating the consumable database with the fabric database, associating the fabric database with the pattern database, associating the pattern database with the style database, associating the pattern database with the process database, associating the pattern database with the pattern database, so that when a consumer user performs clothing based on a database system, after selecting the pattern, the consumer user can obtain adaptive fabric selection and process selection without professional clothing knowledge, and the style is obtained by further designing the pattern on the basis of the pattern and the fabric, the style data simultaneously comprise the fabric data, the pattern data, the process data and the pattern data after finishing pattern design, and the process data can direct the production process, so that the clothing design data and the clothing production data are associated; and the equipment database is respectively associated with the consumable database and the process database, the technical work type database is respectively associated with the process database and the fabric database, and the manufacturer database is respectively associated with the equipment database and the technical work type database, so that the clothing production data is associated with the factory equipment data, and the most appropriate equipment can be arranged for clothing production immediately after the style data are formed, thereby greatly improving the automation degree of clothing from design to production and improving the production efficiency. .
Additional advantages, objects, and features of the invention will be set forth in part in the description which follows and in part will become apparent to those having ordinary skill in the art upon examination of the following or may be learned from practice of the invention.
Detailed Description
The present invention is described in further detail below with reference to examples to enable those skilled in the art to practice the same by referring to the description.
The invention provides a database system for constructing clothing industry meta-universe, which comprises: a consumable database, a fabric database, a plate type database, a pattern database, a process database and a style database for clothing design, and an equipment database, a technical work database and a manufacturer database for clothing production;
the consumable database is associated with the fabric database so that the fabric corresponds to the consumable matched with the fabric; the fabric database is associated with the plate type database so that the plate type corresponds to the matched fabric; the pattern database is associated with the pattern database so as to enable the pattern to correspond to the pattern adopted by the pattern database, and the pattern database is also associated with the process database so as to enable the pattern to correspond to the process matched with the pattern database; the pattern database is associated with the pattern database so that patterns correspond to patterns adopted by the pattern database;
Wherein the equipment database is respectively associated with the consumable database and the process database to reflect the execution process information of the equipment and the used consumable information; the technical work type database is respectively associated with the process database and the fabric database to reflect the skill information of the staff; the manufacturer database is respectively associated with the equipment database and the technical work type database to reflect the production capacity information of the manufacturer.
In the above embodiment, the consumable database is associated with the fabric database, the fabric database is associated with the board type database, the board type database is associated with the style database, the board type database is associated with the process database, the pattern database is associated with the style database, so that when a consumer performs garment installation based on a database system, after the board type is selected, the consumer can obtain the adapted fabric selection and process selection without professional clothing knowledge, and the style is obtained by further designing the pattern based on the board type and the fabric, after finishing the pattern design, the style data simultaneously comprises the fabric data, the board type data, the process data and the pattern data, and the process data can directly guide the production process, so that the clothing design data and the clothing production data are associated; and the equipment database is respectively associated with the consumable database and the process database, the technical work type database is respectively associated with the process database and the fabric database, and the manufacturer database is respectively associated with the equipment database and the technical work type database, so that the clothing production data is associated with the factory equipment data, and the most appropriate equipment can be arranged for clothing production immediately after the style data are formed, thereby greatly improving the automation degree of clothing from design to production and improving the production efficiency.
In another embodiment, the consumable database comprises: a sewing needle data table, a sewing thread data table and a presser foot data table;
the sewing needle data table comprises: the number, the model, the needle length, the needle thickness, the material, the two-dimensional image, the three-dimensional obj file and remark information of the sewing needle;
the two-dimensional image comprises two-dimensional images in six directions of front, back, left, right, upper and lower of the sewing needle, and the images belong to unstructured data, so that the storage address index of the two-dimensional images of the sewing needle can be stored in the sewing needle data table;
the three-dimensional obj file refers to the machine stitching model data of the obj format obtained by adopting three-dimensional modeling for the machine stitching;
the machine needle data table is shown in table 1 below:
TABLE 1
Numbering device Model number Needle type Needle length Needle thickness Material of material Two-dimensional image Three-dimensional obj file Remark information
1
2
……
Here, each needle is assigned a number, and attribute data of the numbered needle is recorded in the table.
The suture data table includes: the serial number, the material, the thickness, the tension, the shrinkage, the color RGB value, the color CMKY value, the legend, the three-dimensional obj file and remark information of the suture;
the legend comprises two-dimensional legends in five directions of front, back, left and right of the suture and the section, and the storage address index of the two-dimensional legends of the suture can be stored in the suture data table;
The three-dimensional obj file refers to the suture model data in the obj format obtained by adopting three-dimensional modeling for the suture;
the suture data are shown in table 2 below:
TABLE 2
Numbering device Material of material Thickness and fineness of Tension force Shrinkage ratio RGB CMKY Legend for Three-dimensional obj file Remark information
1
2
……
Here, each suture is given a number, and attribute data of the numbered suture is recorded in a table.
The presser foot data table includes: the serial number, model, material, image, three-dimensional obj file and remark information of the presser foot.
The image comprises two-dimensional images of the presser foot in six directions, namely front, back, left, right, upper and lower, and a storage address index of a two-dimensional legend of the presser foot can be stored in a presser foot data table;
the three-dimensional obj file refers to the data of the presser foot model in the obj format obtained by three-dimensional modeling of the presser foot;
the presser foot data table is shown in table 3 below:
TABLE 3 Table 3
Numbering device Model number Material of material Image processing apparatus Three-dimensional obj file Remark information
1
2
……
Here, each presser foot is assigned a number, and attribute data of the presser foot of the number is recorded in the table.
In the consumable information table, not only the attribute value of each consumable is recorded in detail, but also the data such as images, three-dimensional obj files and the like are recorded, so that a worker can conveniently and intuitively call out and observe the photo and the three-dimensional model of each consumable, and more accurate judgment is made for clothing design production.
The consumable identification module can be preset in the consumable database, the consumable identification module is trained through the manually marked consumable photos and attribute values, the consumable identification module is trained, the attribute data identification record of the newly collected consumable can be automatically completed by inputting the newly collected consumable photos, and the automation degree of data collection is improved.
In another embodiment, the fabric database comprises a fabric data table comprising: the fabric comprises the following components of fabric number, name, material, weave, texture, count, gram weight, breadth, warmth index, shrinkage, elasticity, bursting strength, ironing temperature, stitch length range matched with the fabric, sewing needle number matched with the fabric, stitch line number matched with the fabric, presser foot number matched with the fabric and legend information.
The fabric refers to a white blank fabric without patterns;
the fabric data are shown in table 4 below:
TABLE 4 Table 4
Each fabric is given a number, and the attribute data of the numbered fabric is recorded in the table.
In the fabric data table, not only the attribute values of each fabric are recorded in detail, but also data such as images are recorded, so that a worker can conveniently and intuitively call out and observe the photos of each fabric. In addition, the ironing temperature, the stitch length range matched with the fabric, the sewing needle number matched with the fabric, the sewing thread number matched with the fabric and the presser foot number matched with the fabric are also recorded in the fabric data sheet, so that the process and the consumable material most matched with the fabric processing and sewing can be quickly obtained after the fabric is selected when the garment is installed, the workload of garment design is reduced, and the assistance is provided for garment production and manufacturing.
In another embodiment, the fabric database further comprises: the self-adaptive module is used for self-adaptively adjusting ironing temperature, stitch length range matched with the fabric, stitch number matched with the fabric and presser foot number matched with the fabric according to the material, weave, texture, count, gram weight, breadth, warmth index, shrinkage, elasticity and bursting strength of the fabric based on the first machine learning model;
the first machine learning model can be trained by using the materials, the weaving method, the textures, the count, the gram weight, the width, the warmth index, the shrinkage, the elasticity, the bursting force, the ironing temperature, the stitch length range matched with the fabric, the stitch number matched with the fabric and the presser foot number matched with the fabric of the known fabric, and after training, the ironing temperature, the stitch length range matched with the fabric, the stitch number matched with the fabric and the presser foot number matched with the fabric are automatically adjusted by using the self-adaptive module according to the attribute data of the newly acquired fabric.
The fabric database further comprises: and the fabric identification module is used for automatically identifying the materials, the weave, the textures, the counts, the gram weights, the breadth, the warmth index, the shrinkage, the elasticity and the bursting strength of the fabric based on the second machine learning model according to the uploaded fabric photos and storing the fabric.
The fabric recognition module can also use photos, materials, weaves, textures, counts, grammars, widths, warmth indexes, shrinkage, elasticity and bursting strength of known fabrics as training data to train the second machine learning model, and then automatically recognize the materials, weaves, textures, counts, weights, widths, warmth indexes, shrinkage, elasticity and bursting strength of the newly acquired fabrics according to the photos by using the fabric recognition module after training.
The fabric database can automatically identify and distribute the ironing temperature, the sewing needle, the sewing thread and the presser foot which are matched with the newly collected fabrics through the self-adaptive module and the fabric identification module, so that the workload of database maintenance personnel can be greatly reduced.
In another embodiment, the plate type database includes a plate type data table including: the number, the name and the design idea of the plate type are suitable for people, wearing seasons, figures, styles and three-dimensional obj files;
the three-dimensional obj file refers to the model data of the clothing pattern in the obj format obtained by three-dimensional modeling of the clothing pattern. Specifically, a method for obtaining three-dimensional point cloud data of a standard edition of clothing is disclosed in a patent 'clothing intelligent push plate method and device' with the application number of 202211425215.9, and the three-dimensional obj file of the board type is also obtained by the method;
The plate type data table is shown in table 5 below:
TABLE 5
Numbering device Name of the name Design concept Is suitable for people Adapted to the wearing season Fit for figure Style of style Three-dimensional obj file
1
2
……
Here, each plate type is given a number, and attribute data of the plate type of the number is recorded in a table.
Each panel type data table is associated with a garment component table of garment component information contained therein, and the garment component table associated with the panel type data table comprises: the number, name, size information, three-dimensional obj file and the plate type number of the component;
the garment components herein mainly refer to individual cut pieces constituting the garment, and naturally include components such as a streamer, a tassel, and a shoulder strap, which are decorated on the garment.
The dimensional information here refers to the two-dimensional unfolded dimensions of the garment component.
The three-dimensional obj file refers to the model data of the clothing component in the obj format obtained by three-dimensional modeling of the clothing component. Specifically, a method for converting a two-dimensional graph into two-dimensional point cloud data of a clothing cut piece is disclosed in a patent 'clothing cut piece digital two-dimensional subdivision method' with the application number of 202211286979.4, and three-dimensional point cloud data of a standard edition of clothing is disclosed in a patent 'clothing intelligent push plate method and device' with the application number of 202211425215.9, wherein the three-dimensional point cloud data of the standard edition of clothing is obtained through a three-dimensional fabric simulation algorithm according to the two-dimensional point cloud data of the standard edition of clothing cut piece, so that a three-dimensional obj file of a clothing part is also obtained through the method.
The garment parts table associated with the panel data table is shown in table 6 below:
TABLE 6
Numbering device Name of the name Size of the device Three-dimensional obj file The plate type
1 1
2 1
…… ……
The plate types 1 in the above table refer to all the parts included in the plate type 1, each part included in the plate type 1 is given a number, and the attribute data of the part of the number is recorded in the table. Such a garment parts table is also respectively associated with other numbered panels.
The clothing component tables associated with each plate type data table are associated through a sewing relation table, and the sewing relation table comprises: the relation number, the number and the sewing position of the part 1 needing sewing, the number and the sewing position of the part n needing sewing, and the plate type number of the part;
the stitching relationship table is shown in table 7 below:
TABLE 7
Numbering device Component 1 Suture position of component 1 Component 2 Suture position of part 2 …… Component n Suture position of part n The plate type
1 1 2 —— —— 1
2 1 3 1
…… ……
The plate types 1 in the above table refer to the stitching relationships between the parts included in the plate type 1, wherein each stitching relationship included in the plate type 1 is assigned a number, and the part numbers and stitching positions associated with the stitching relationship of the number are recorded in the table, for example: the relationship number 1 has a stitched relationship between the components of the component numbers 1 and 2. The value n may be determined based on how many pieces of the garment are stitched together, and for stitch relationships where less than n pieces are stitched together, the default portion may be filled with null values. For the sewing relationship of only a single component, for example, the sleeve seams of the T-shirt into a sleeve, only the number of the sleeve in the component 1 can be recorded, and the sewing position of the component 1 can be recorded with the position data of two sewing edges of the sleeve. Such a stitching relation table corresponds to each of the other numbered plate types.
The fabric database is associated with the plate type database through a first relation table, wherein the first relation table comprises the following components: relationship number, component number, fabric number adapted to the component, and plate type number to which the component belongs.
The first relationship table is shown in table 8 below:
TABLE 8
Numbering device Component part Fabric The plate type
1 1 3 1
2 2 5 1
…… ……
The plate types 1 in the table above refer to all the parts contained in the plate type with the number 1, and the numbers of the fabrics adopted by the parts with each number are recorded in the table, for example: the part with the part number 1 in the relation number 1 adopts the fabric with the fabric number 3. The first relation table as described above corresponds to the other numbered plate types.
In the above embodiment, the pattern database is associated with the fabric database, so that after the user selects the pattern of the garment, the user can determine the material of the fabric matching the pattern of the garment at the same time, and the user of the ordinary consumer may not be familiar with the pattern of the garment because the pattern of the garment needs to be matched with the fabric to form the corresponding garment style. In addition, the plate type database plate type data table is associated with the clothing component table, and the component sizes in the clothing component table can directly provide guidance for clothing production, so that the database system can simultaneously meet the design and production requirements, and the data conversion process is reduced.
In another embodiment, the pattern database comprises a pattern data table comprising: the number, resolution, pixel point color value of the pattern.
The pattern data table is shown in table 9 below:
TABLE 9
Numbering device Resolution ratio Pixel point color value
1
2
…… ……
Here, each pattern is given a number, and attribute data of the pattern of the number is recorded in the table.
In another embodiment, the process database comprises: a printing process data table, a cutting process data table and a sewing process data table;
the printing process data sheet comprises: the number, name, ink type, process parameters and adapted equipment number of the printing process;
specifically, the printing process comprises digital direct-injection printing and digital transfer printing.
When the digital direct-injection printing process is used, different printing inks, such as active ink for cotton fabrics and acid ink for wool fabrics, are correspondingly used for fabrics of different materials, high-temperature steaming is needed after printing, washing and soaping are also needed, and the process parameters of steaming temperature, humidity, pressure, time, washing temperature and soaping temperature of a steam box are used, so that different process values are provided for different fabrics.
When the digital transfer printing process is used, the dispersible ink is used, and the adaptive transfer printing temperature, pressure and speed of different fabric transfer printing are different.
The printing process data are shown in tables 10 and 11 below:
table 10
Numbering device Process name Ink type Steaming temperature Steaming humidity Steaming pressure intensity Steaming time Washing temperature Soaping temperature Adapting device
1-1 Digital direct-injection printing
1-2 Digital direct-injection printing
…… ……
TABLE 11
Numbering device Process name Ink type Transfer printing temperature Transfer printing pressure Transfer printing speed Adapting device
2-1 Digital transfer printing
2-2 Digital transfer printing
…… ……
Here, each printing process is given a number, and the process parameter data of the number is recorded in the table.
The clipping process data table comprises: cutting the number, name, technological parameters and adapted equipment number of the process;
specifically, the cutting process includes laser cutting, ultrasonic cutting and mechanical cutting, and different cutting modes include different reference process parameters, which are not specifically listed here. The following is only illustrative of a laser trimming process, the trimming process data table is shown in table 12 below, with ultrasonic trimming and mechanical trimming being similar to laser trimming:
Table 12
Here, each cutting process is given a number, and the process parameter data of the number is recorded in the table.
The fabric data sheet further comprises: printing process number matched with the fabric and cutting process number matched with the fabric. Of course, in the self-adaptive module, the printing process number matched with the fabric and the cutting process number matched with the fabric can be continuously added to be used as the output result of the first machine learning model;
the machine seam process data table comprises: the serial number, name, technological parameter and adapted equipment number of the sewing technology;
specifically, the sewing process includes flat seaming, wrapping seaming, coming-going seaming, holding seaming, and the like, and different sewing modes include different process parameters, which are not specifically described herein. The following is only exemplified by the flat seam process, and the table of machine seam process data is shown in table 13 below, with flat seams, over-seaming, in-going-off, handshake seams, etc. being similar to flat seams:
TABLE 13
Numbering device Process name (parameter name field) …… Adapting device
1-1 Flat seam
1-2 Flat seam
1-3 Flat seam
…… ……
Each stitching process is given a number, and the process parameter data for that number is recorded in the table.
The sewing relation table also comprises sewing process numbers adopted by the sewing components 1 to n;
The panel database also comprises a sewing process schedule, wherein the process schedule comprises: plate type number and sewing process working procedure matched with the plate type.
Because the sewing process numbers are recorded in the sewing relation table, and the sewing process procedures are actually the sequence of the execution of the part sewing in the sewing relation table, the sewing process procedures matched with the plate type in the sewing relation table can be sequentially given the sewing relation numbers from left to right, so that the sewing process procedures are arranged.
The seaming process schedule is shown in table 14 below:
TABLE 14
Plate type number Stitching relationship number a Stitching relationship number b …… Stitching relationship number x
1
2
3
…… ……
Specifically, the format of the stitching relation number a recorded in the stitching process schedule may be 1-i, and the format of the stitching relation number b may be 2-i, where 1-i refers to a stitching relation that is performed in advance and 2-i refers to a stitching relation that is performed in later synchronization. For example, in the sewing relationship table, there are four sewing relationships in which the left sleeve is sewn into the left sleeve, the right sleeve is sewn into the right sleeve, and the left sleeve and the right sleeve are sewn to the body, and since the sewing of the left sleeve and the right sleeve can be performed simultaneously, 1-m (m is the sewing relationship number in which the left sleeve is sewn into the left sleeve) and 1-n (n is the sewing relationship number in which the right sleeve is sewn into the right sleeve) can be described in the sewing relationship number a, and the sewing relationship number after the sleeve is sewn into the sleeve, 2-p (p is the sewing relationship number in which the left sleeve is sewn to the body) and 2-q (q is the sewing relationship number in which the right sleeve is sewn to the body) can be described in the sewing relationship number b. The parts of the garment are firstly manufactured synchronously by different workers on different stations, and then the garment is sewn in steps, so that the production speed of orders can be increased.
By associating the fabric with the printing process and the cutting process which are matched with the fabric and associating the board type with the sewing process which is matched with the board type, after the consumer user selects the clothing board type and the clothing fabric, the system can automatically allocate correspondingly matched production equipment and production process for the consumer user, so that design data and production data can be associated, data conversion is not needed manually, and the efficiency of design to production is improved.
In another embodiment, the style database includes a style data sheet comprising: numbering of styles, plate type numbers adopted and three-dimensional obj files;
here, since the patterns are obtained by combining the pattern on the basis of the plate shape, the same plate shape may be obtained in different patterns. Through the pattern number adopted by the pattern, the related information of the pattern adopted by the pattern can be searched in the pattern database.
The three-dimensional obj file refers to garment style model data containing color value data of each point, which is generated when the point cloud is colored to form a pattern print sample on the basis of three-dimensional point cloud data of a garment pattern.
The style data sheet is shown in Table 15:
TABLE 15
Style numbering Plate type numbering used Three-dimensional obj file
1 1
2 1
3 1
……
Each style data sheet is associated with a clothing component sheet of component information contained in the adopted board type, and the clothing component sheet associated with the style data sheet comprises: the number, name and size information of the parts, the number of the adopted fabric, the number of the pattern adopted by printing and the plate type number of the parts;
when designing the clothing style, the clothing style is selected in the style database, then the pattern printing sample is designed on the clothing component related to the clothing style, and the pattern printing sample can be selected in the pattern database, so that the style database can be related to the fabric database and the pattern database by recording the fabric number and the pattern printing sample adopted by the component in the clothing component table.
The garment parts table associated with the style data table is shown in table 16 below:
table 16
Part numbering Name of the name Size of the device Adopted fabric numbering Pattern number for printing The plate type
1 1
2 1
…… ……
The plate types 1 in the above table refer to all the parts included in the plate type 1, each part included in the plate type 1 is given a number, and the attribute data of the part of the number is recorded in the table. Such a garment parts table is also respectively associated with other numbered panels.
And the clothing component tables associated with each style data table are associated through the sewing relation table.
Because the stitching relations of the patterns in the pattern data table are not changed, the stitching relations among the clothing parts in each pattern in the pattern data table are still represented by the stitching relation table in the pattern data table.
All the information of the clothing is recorded in the style database, so that a consumer user can intuitively see the clothing style model by loading three-dimensional obj data of the clothing style through the style database, and meanwhile, the data in the style database can be completely disassembled into clothing component information and production process information for guiding the clothing production process.
In another embodiment, the process database further comprises: a hand sewing process data table, an embroidery process data table, a hot-stamping process data table and a sequin embroidery process data table;
specifically, the hand sewing process comprises an arch needle, a contact pin, a circular seam,Needles, triangular needles, poplar flower needles, etc., the embroidery process includes needle alignment, trocar, needle insertion, long and short needles, needle punching, ping Jin, sand punching, etc., the sequin embroidery process includes single needle, double needle, triple needle, etc., and different needle methods include different technological parameters, which are not listed in detail here. Technological parameters of the hot-fix process include hot-fix temperature, hot-fix time length and the like.
Each hand sewing process is given a number, and process parameter data of the number is recorded in a hand sewing process data table. The embroidery process, the paillette embroidery process and the hot-fix process are similar.
The consumable database further comprises: a hand sewing needle data table, an embroidery thread data table, a water drill data table and a sequin data table;
the information of the hand sewing needle data table and the embroidery needle data table is the same as the information of the machine sewing needle data table, and the hand sewing needle data table and the embroidery needle data table comprise the number, the model, the needle length, the needle thickness, the material, the two-dimensional image, the three-dimensional obj file and remark information of the needle.
The information of the embroidery thread data table is the same as the information of the suture thread data table, and the embroidery thread data table comprises the serial number, the material, the thickness, the tension, the shrinkage, the color RGB value, the color CMKY value, the legend, the three-dimensional obj file and remark information.
The information of the water drill data table comprises the number, specification, color, back glue material, legend, three-dimensional obj file, manufacturer and the like of the water drill.
The information of the bead data table comprises the serial number, specification, color, legend, three-dimensional obj file, manufacturer and the like of the bead.
The garment parts table associated with the style data table further comprises: the method comprises the steps of embroidering a pattern number adopted by embroidery, embroidering stitch data, a pattern number adopted by hot-fix rhinestone, hot-fix rhinestone arrangement data, a pattern number adopted by sequin embroidery and sequin embroidery arrangement data;
The stitching relationship table further includes: the number and the sewing position of the part 1 needing the hand sewing, the number and the sewing position of the part n needing the hand sewing, and the hand sewing process number adopted by the parts 1 to n to be sewn;
the embroidery pattern, the hot-dip pattern and the sequin embroidery pattern may be designed on the garment by the consumer user when designing the garment style, and the pattern processes are displayed on the three-dimensional model of the garment style through obj files, and are processed on the garment parts in the garment production process, so that the pattern numbers, the embroidery stitch data, the pattern numbers, the hot-dip arrangement data, the pattern numbers and the sequin embroidery arrangement data used for embroidery are added into the garment part table associated with the style data table, and the corresponding consumable selection and the process parameters which can be used for guiding production are generated simultaneously after the consumer user determines the pattern processes.
The embroidery stitch data are data which are automatically generated according to the patterns acquired by a consumer in the pattern database and are related to an embroidery stitch data table, an embroidery thread data table and an embroidery process data table;
the embroidery stitch data comprises embroidery process procedures and embroidery stitch information adopted by each process in the process procedures, and the embroidery process, the embroidery stitch and the embroidery stitch data are recorded in an embroidery process data table, an embroidery stitch data table and an embroidery stitch data table, so that the embroidery stitch data record embroidery process numbers and execution sequences, and embroidery stitch numbers related to each embroidery process number.
The hot-fix rhinestone arrangement data are data which are automatically generated according to the pattern acquired by a consumer in the pattern database and are related to a rhinestone data table and a hot-fix technique data table;
the hot-dip drill arrangement data comprise hot-dip drill arrangement positions and hot-dip drill information used in each position, and the hot-dip drill arrangement positions, the hot-dip drill process numbers and the associated hot-dip drill numbers are recorded in the hot-dip drill process data table and the water drill data table as the hot-dip drill process and the hot-dip drill data are recorded in the hot-dip drill process data table and the water drill data table.
The bead arrangement data are data which are automatically generated according to patterns obtained by consumers in the pattern database and are related to a bead data table and a bead embroidering process data table.
The bead arrangement data comprise bead arrangement positions and bead information used in each position, and the bead arrangement data record the bead arrangement positions, the bead embroidering process numbers and the associated bead numbers as the bead embroidering process and the bead data are recorded in the bead embroidering process data table and the bead data table.
The method for automatically generating embroidery stitch data, hot-fix arrangement data and bead arrangement data according to the patterns acquired by the consumer in the pattern database is the prior art, and is not repeated here.
In another embodiment, the stitching relation table further includes a stitching seam obj file and a hand stitching seam obj file, wherein the stitching seam obj file is automatically generated according to the part 1 number and the stitching position needing stitching, the part n number and the stitching position needing stitching, and the stitching process number adopted by the parts 1 to n, and the hand stitching seam obj file is automatically generated according to the part 1 number and the stitching position needing stitching, the part n number and the stitching position needing stitching, and the hand stitching process number adopted by the parts 1 to n.
The sewing seam obj file is generated in advance according to the parts needing sewing and/or hand sewing and the corresponding sewing and/or hand sewing process, so that in the clothing production process, the production scene of sewing processing is shot in real time through a camera and other devices, and the pre-generated sewing seam obj file is compared through machine vision recognition, so that whether a large processing error exists in the sewing processing process or not can be judged, and the production processing quality is improved.
In another embodiment, the device database comprises: the number, name, batch, manufacturer and delivery time of the equipment.
The information of the equipment is recorded in the equipment database, and the equipment database, the consumable database, the fabric database, the plate type database, the pattern database, the process database and the style database are arranged in the same database system, so that corresponding equipment can be arranged for implementing production after the clothing design is completed, no manual data circulation is needed from the design to the production, and the efficiency from the design to the production is greatly improved.
In another embodiment, the technical job database comprises: the number, grade, adapted process number and adapted fabric number of the technical work.
The technical category herein refers to that the actual operation of some processes needs to be performed manually, for example: quality inspectors, flatcar operators, blanching, and the like. Because the manual operation level and the knowledge degree of the fabric are different, different processes are actually operated, and the fabric is graded according to the level.
The data acquisition of some manual operation processes in the database system is further perfected by adding the technical work type database, so that a consumer can conveniently select the technical work type matched with the fabric to finish clothing production.
In another embodiment, the manufacturer database comprises: the number, name, location of manufacturer, number of equipment, number of technical work, number of outstanding orders, and quality evaluation of order completion.
The manufacturer database is set to reflect the address, the production capacity and the production quality of each manufacturer, and after the consumer user orders, manufacturers closest to the consumer and with the production capacity meeting the requirements of the consumer user-designed clothes can be arranged, so that the production efficiency and the quality can be guaranteed, the logistics cost can be reduced, and the logistics efficiency can be improved.
In another embodiment, the consumable database, the fabric database, the board type database and the process database, and the equipment database, the technical industry type database and the manufacturer database for clothing production only open the interface authority for reading data to consumers;
the pattern database opens the interface authority for reading and writing pattern data to the consumer, and the pattern database opens the interface authority for reading and writing pattern data to the consumer.
Because the information of consumable materials, fabrics, plate shapes, processes, equipment, technical industry and the like all need a higher degree of knowledge in the clothing field, and common consumers do not actually have the expertise, only the read permission is opened, so that consumer users have the option of consumable materials, fabrics, plate shapes, processes, equipment, technical industry and the like when the programs based on the database system are applied, and reasonable and accurate clothing design production can be ensured. The user has the right to read and write the pattern, so that the user can not only select from the existing pattern library, but also independently design and upload the pattern, and apply the pattern which is independently designed, thereby reserving the creation right of the user to a certain extent so as to meet the personalized demands of the user. The user has the right to read and write in the style, so that the user can not only select from the existing style library independently, but also match the style and the pattern by himself, thereby generating a new style to meet the personalized demands of the user.
In another embodiment, the device database uses a scheduling task and a timer to automatically update data every preset time period.
Because the process parameters and the consumable materials used by the production equipment are possibly changed due to the production plan, the data are required to be updated regularly, the subsequent order automatic arrangement production plan is convenient, the order concentrated arrangement production of the same process and consumable materials is realized, and the production efficiency is improved.
In another embodiment, the suture line data table, the embroidery line data table, the water diamond data table and the bead sheet data table all comprise the unit price of each consumable, the fabric data table also comprises the unit price of each fabric, the plate type data table also comprises the copyright fee of each plate type, the pattern data table also comprises the copyright fee of each pattern, each process data table in the process database comprises the process unit price, and the pattern data table also comprises the total price of the clothing cost.
The material cost, the processing cost, the plate shape and the copyright cost required by the pattern of the clothing raw materials can be known immediately when the consumer user subscribes the clothing based on the database system by adding the monovalent column of the process into the consumable database and the fabric database and adding the copyright cost into the pattern database, so that the cost price of the clothing can be calculated, the butt joint with the clothing sales system can be completed, and the whole process of clothing design, production and sales data can be realized.
Although embodiments of the present invention have been disclosed above, it is not limited to the details and embodiments shown, it is well suited to various fields of use for which the invention is suited, and further modifications may be readily made by one skilled in the art, and the invention is therefore not to be limited to the particular details and examples shown and described herein, without departing from the general concepts defined by the claims and the equivalents thereof.

Claims (16)

1. A database system for constructing a clothing industry meta-universe, comprising: a consumable database, a fabric database, a plate type database, a pattern database, a process database and a style database for clothing design, and an equipment database, a technical work database and a manufacturer database for clothing production;
the consumable database is associated with the fabric database so that the fabric corresponds to the consumable matched with the fabric; the fabric database is associated with the plate type database so that the plate type corresponds to the matched fabric; the pattern database is associated with the pattern database so as to enable the pattern to correspond to the pattern adopted by the pattern database, and the pattern database is also associated with the process database so as to enable the pattern to correspond to the process matched with the pattern database; the pattern database is associated with the pattern database so that patterns correspond to patterns adopted by the pattern database;
Wherein the equipment database is respectively associated with the consumable database and the process database to reflect the execution process information of the equipment and the used consumable information; the technical work type database is respectively associated with the process database and the fabric database to reflect the skill information of the staff; the manufacturer database is respectively associated with the equipment database and the technical work type database to reflect the production capacity information of the manufacturer.
2. The database system for constructing a clothing industry metauniverse of claim 1, wherein the consumable database comprises: a sewing needle data table, a sewing thread data table and a presser foot data table;
the sewing needle data table comprises: the number, the model, the needle length, the needle thickness, the material, the two-dimensional image, the three-dimensional obj file and remark information of the sewing needle;
the suture data table includes: the serial number, the material, the thickness, the tension, the shrinkage, the color RGB value, the color CMKY value, the legend, the three-dimensional obj file and remark information of the suture;
the presser foot data table includes: the serial number, model, material, image, three-dimensional obj file and remark information of the presser foot.
3. The database system for constructing a clothing industry metauniverse of claim 2, wherein the fabric database comprises a fabric data table comprising: the fabric comprises the following components of fabric number, name, material, weave, texture, count, gram weight, breadth, warmth index, shrinkage, elasticity, bursting strength, ironing temperature, stitch length range matched with the fabric, sewing needle number matched with the fabric, stitch line number matched with the fabric, presser foot number matched with the fabric and legend information.
4. The database system for constructing a clothing industry metauniverse of claim 3, wherein the fabric database further comprises: the self-adaptive module is used for self-adaptively adjusting ironing temperature, stitch length range matched with the fabric, stitch number matched with the fabric and presser foot number matched with the fabric according to the material, weave, texture, count, gram weight, breadth, warmth index, shrinkage, elasticity and bursting strength of the fabric based on the first machine learning model;
the fabric database further comprises: and the fabric identification module is used for automatically identifying the materials, the weave, the textures, the counts, the gram weights, the breadth, the warmth index, the shrinkage, the elasticity and the bursting strength of the fabric based on the second machine learning model according to the uploaded fabric photos and storing the fabric.
5. The database system for constructing a clothing industry metauniverse of claim 3, wherein the plate type database comprises a plate type data table comprising: the number, the name and the design idea of the plate type are suitable for people, wearing seasons, figures, styles and three-dimensional obj files;
each panel type data table is associated with a garment component table of garment component information contained therein, and the garment component table associated with the panel type data table comprises: the number, name, size information, three-dimensional obj file and the plate type number of the component;
The clothing component tables associated with each plate type data table are associated through a sewing relation table, and the sewing relation table comprises: the relation number, the number and the sewing position of the part 1 needing sewing, the number and the sewing position of the part n needing sewing, and the plate type number of the part;
the fabric database is associated with the plate type database through a first relation table, wherein the first relation table comprises the following components: relationship number, component number, fabric number adapted to the component, and plate type number to which the component belongs.
6. The database system for constructing a clothing industry metauniverse of claim 5, wherein the pattern database comprises a pattern data table comprising: the number, resolution, pixel point color value of the pattern.
7. The database system for constructing a clothing industry metauniverse of claim 6, wherein the process database comprises: a printing process data table, a cutting process data table and a sewing process data table;
the printing process data sheet comprises: the number, name, ink type, process parameters and adapted equipment number of the printing process;
the clipping process data table comprises: cutting the number, name, technological parameters and adapted equipment number of the process;
The fabric data sheet further comprises: printing process numbers matched with the fabric and cutting process numbers matched with the fabric;
the machine seam process data table comprises: the serial number, name, technological parameter and adapted equipment number of the sewing technology;
the sewing relation table also comprises sewing process numbers adopted by the sewing components 1 to n;
the panel database also comprises a sewing process schedule, wherein the process schedule comprises: plate type number and sewing process working procedure matched with the plate type.
8. The database system for constructing a clothing industry metauniverse of claim 7, wherein the style database comprises a style data sheet comprising: numbering of styles, plate type numbers adopted and three-dimensional obj files;
each style data sheet is associated with a clothing component sheet of component information contained in the adopted board type, and the clothing component sheet associated with the style data sheet comprises: the number, name and size information of the parts, the number of the adopted fabric, the number of the pattern adopted by printing and the plate type number of the parts;
and the clothing component tables associated with each style data table are associated through the sewing relation table.
9. The database system for constructing a clothing industry metauniverse of claim 8, wherein the process database further comprises: a hand sewing process data table, an embroidery process data table, a hot-stamping process data table and a sequin embroidery process data table;
the consumable database further comprises: a hand sewing needle data table, an embroidery thread data table, a water drill data table and a sequin data table;
the garment parts table associated with the style data table further comprises: the method comprises the steps of embroidering a pattern number adopted by embroidery, embroidering stitch data, a pattern number adopted by hot-fix rhinestone, hot-fix rhinestone arrangement data, a pattern number adopted by sequin embroidery and sequin embroidery arrangement data;
the stitching relationship table further includes: the number and the sewing position of the part 1 needing the hand sewing, the number and the sewing position of the part n needing the hand sewing, and the hand sewing process number adopted by the parts 1 to n to be sewn;
the embroidery stitch data are data which are automatically generated according to the patterns acquired by a consumer in the pattern database and are related to an embroidery stitch data table, an embroidery thread data table and an embroidery process data table;
the hot-fix rhinestone arrangement data are data which are automatically generated according to the pattern acquired by a consumer in the pattern database and are related to a rhinestone data table and a hot-fix technique data table;
The bead arrangement data are data which are automatically generated according to patterns obtained by consumers in the pattern database and are related to a bead data table and a bead embroidering process data table.
10. The database system for constructing a clothing industry metauniverse according to claim 9, wherein the stitching relation table further comprises a stitching thread obj file and a hand stitching thread obj file, the stitching thread obj file is automatically generated according to a part 1 number and a stitching position required to be stitched, a part n number and a stitching position required to be stitched, a stitching process number adopted by the stitching parts 1 to n, and the hand stitching thread obj file is automatically generated according to a part 1 number and a stitching position required to be stitched, a part n number and a stitching position required to be stitched, and a hand stitching process number adopted by the stitching parts 1 to n.
11. The database system for constructing a clothing industry metauniverse of claim 9, wherein the equipment database comprises: the number, name, batch, manufacturer and delivery time of the equipment.
12. The database system for constructing a clothing industry metauniverse of claim 11, wherein the technical work database comprises: the number, grade, adapted process number and adapted fabric number of the technical work.
13. The database system for constructing a clothing industry metauniverse of claim 12, wherein the manufacturer database comprises: the number, name, location of manufacturer, number of equipment, number of technical work, number of outstanding orders, and quality evaluation of order completion.
14. The database system for constructing a clothing industry metauniverse according to claim 1, wherein the consumable database, the fabric database, the board type database and the process database, and the equipment database, the technical industry type database and the manufacturer database for clothing production only open the interface authority for reading data to consumers;
the pattern database opens the interface authority for reading and writing pattern data to the consumer, and the pattern database opens the interface authority for reading and writing pattern data to the consumer.
15. The database system for constructing a clothing industry metauniverse of claim 1 wherein the equipment database automatically updates data every preset time period using a scheduling task and a timer.
16. The database system for constructing a clothing industry meta-universe according to claim 10, wherein the suture data table, the embroidery data table, the diamond data table and the bead data table all comprise the unit price of each consumable, the fabric data table also comprises the unit price of each fabric, the plate type data table also comprises the copyright cost of each plate type, the pattern data table also comprises the copyright cost of each pattern, each process data table in the process database comprises the process unit price, and the pattern data table also comprises the total price of clothing cost.
CN202311174805.3A 2023-09-13 2023-09-13 Database system for constructing clothing industry meta-universe Pending CN117171250A (en)

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