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CN-121998591-A - Embroidery process version generation system capable of automatically identifying personalized custom orders

CN121998591ACN 121998591 ACN121998591 ACN 121998591ACN-121998591-A

Abstract

The invention discloses an embroidery process version generation system for automatically identifying personalized custom orders, which comprises an order data import module, an intelligent identification and classification module, an information association and coding module, an automatic version generation module and a result export module. According to the embroidery process version generation system for automatically identifying personalized custom orders, an intelligent identification and classification module is used for combining an automatic mobile window with the identification logic of an embroidery process exclusive vocabulary library, the window can be used for dividing and combining a self-adaptive line changing scene, an identification path is optimized through character feature matching, embroidery demand orders can be accurately screened from massive orders without manual intervention, identification efficiency is improved through the adaptation of personalized orders, full-process automation is achieved through links of order importing, identification classification, information association, stock shortage marking, version generation, result export and the like, and accuracy and processing efficiency of embroidery process version generation are effectively improved.

Inventors

  • LI XIAOYUN
  • WU KEKE

Assignees

  • 青岛铭瑭软件科技有限公司

Dates

Publication Date
20260508
Application Date
20260128

Claims (10)

  1. 1. The embroidery process version generation system for automatically identifying personalized custom orders is characterized by comprising the following steps: The order data importing module imports external data files with different formats on different platforms, removes files which do not meet the format requirements and prompts a user; The intelligent recognition and classification module extracts the imported data files and screens out the needed orders related to embroidery through an intelligent recognition window; The information association and coding module is used for mapping and associating the order data obtained by the intelligent recognition and classification module with the face data of the corresponding order, performing coding operation on the associated order and the face data, comparing and confirming the order for the shortage according to the required requirement in the order data and the current stock state condition, and marking the information for the shortage on the order for the shortage and the corresponding face data; The automatic version generation module is used for generating a CSV file containing complete order information, logistics information and inventory state, storing the CSV file containing information required by embroidery nameplate manufacturing to a designated position of a computer, executing an embroidery script to complete nameplate manufacturing and storing the CSV file at the designated position; and the result export module is used for exporting the automatically generated Be format embroidery edition file and the Dst format embroidery edition file after classification by a user.
  2. 2. The embroidery process version generation system for automatically recognizing personalized custom orders according to claim 1, wherein the different format external data files imported in the order data importing module comprise: the order downloaded by the background of the cross-border E-commerce platform is output by forming a PDF file; Outputting an outer field Label file derived by the logistics management platform, namely corresponding to the face sheet data of the logistics; The enterprise resource planning system generates an order number table of the shortage, and outputs the order number table in an Excel or CSV format; and the relation table of the order number and the express order number is output through an Excel or CSV format.
  3. 3. The embroidery process version generation system for automatically identifying personalized custom orders according to claim 1, wherein the intelligent identification and classification module screens out the needed embroidery orders through the intelligent identification window: Setting the intelligent recognition window as F (a, b a ), wherein a is the length of the intelligent recognition window, b a is the number of characters under the corresponding window length a, and the intelligent recognition window performs content recognition operation for the automatic mobile window; Firstly, extracting files related to orders by identifying header identifiers of various files, and then performing content identification operation based on the order files; And establishing a vocabulary library related to the embroidery process, matching the extracted content with the vocabulary library during content identification, and if the extracted content is the same as the content in the vocabulary library, obtaining that the current order is a demand order of the embroidery process.
  4. 4. The embroidery process plate generating system for automatically recognizing personalized custom orders according to claim 3, wherein the moving rules of the automated moving window are: Traversing from the beginning of the content of the order file, extracting the content in the window, removing the symbol features and the blank, and matching with the product information in the product library; If the matching is not successful, determining whether the last character feature of the extracted content is the same as the first character feature of the vocabulary in the vocabulary library, if so, moving an automatic movable window a-1, then extracting and matching again, and if the matching is not successful, intelligently identifying the window and moving the distance a, and then starting a new stage of identification; If the matching is not successful and the character features are not the same, the intelligent recognition window is also moved by the distance a, then starts the recognition of a new stage, and intelligently matches the approximate product information through the extracted customized information; And when the intelligent recognition window moves to line feed, the intelligent recognition window divides the intelligent recognition window from the last character feature of the current line, and the follow-up half intelligent recognition window carries out recognition extraction from the opening of the next line and continues to be combined into the complete intelligent recognition window for recognition when the follow-up half intelligent recognition window is in the same line.
  5. 5. The embroidery process version generation system for automatically identifying personalized custom orders according to claim 2, wherein the information association and encoding module performs mapping association between order data obtained by the intelligent identification and classification module and face data of corresponding orders according to the information association and encoding module: Extracting order data, introducing a relation table of the order number and the express order number, wherein the row titles of the relation table correspond to page number information of a PDF file of the current order data, and the column titles of the relation table correspond to various data types of the order data; Generating an express bill number through the logistics management platform under the time stamp corresponding to the confirmed bill number while confirming the bill number, and associating the bill number with the express bill number to realize intercommunication flow of the order information and the express information; And matching the information category required by the express bill number with the category in the order information, mapping the order information to the information category corresponding to the express bill for filling, namely displaying the order information and the express information when any item of the order bill number or the express bill number is extracted later.
  6. 6. The embroidery process version generation system for automatically identifying personalized custom orders according to claim 5, wherein the information association and encoding module encodes the associated orders and the face orders by: Generating corresponding PDF file page numbers when order data are sequentially stored in a database; And extracting page number information in the order data, and generating the page number identical to the page number information of the current order at the position of the express delivery side sheet after the side sheet information corresponding to the express delivery side sheet number is filled up according to the express delivery side sheet number associated with the current order number.
  7. 7. The embroidery process version generation system for automatically identifying personalized custom orders according to claim 2, wherein the information association and encoding module performs the operations of comparing the required requirements in order data with the current stock state conditions to confirm the order for the absence: according to the order data, confirming whether the order stock condition can meet the production requirement; According to the required resource category content of the order data, confirming in a search column of the inventory terminal, and acquiring real-time available inventory quantity under the corresponding resource category; and determining whether the order is a backorder based on a comparison of the real-time available inventory quantity and the required amount of resources for the order data.
  8. 8. The embroidery process version generating system for automatically recognizing personalized custom orders according to claim 7, wherein the comparison between the real-time available inventory quantity and the required resource amount of the order data is: The first result is that if the real-time available stock quantity is greater than the resources of the order data, the current order is not an order for shortage; And if the real-time available stock quantity is smaller than the resource of the order data, the current order is an order for shortage, and the specific condition of resource shortage is needed to be determined for feedback.
  9. 9. The embroidery process plate generating system for automatically identifying personalized custom orders according to claim 7, wherein the information associating and encoding module marks the backorder information on the backorder and the corresponding face order is operated as: after determining the order of the shortage, extracting and generating a two-dimensional code identifier for displaying specific information of the shortage by extracting the category of the resources, the quantity of the resources and whether the resources are purchased or not in the case of the order of the shortage; And comparing the order number in the CSV file with the order number table of the absent order, if the order number is matched, adding an "absent" red mark at the head page header of the corresponding order PDF file, simultaneously adding a two-dimensional code mark related to the absent information at the right lower corner of the face data file of the logistics, and scanning the specific information of the absent information.
  10. 10. The embroidery process plate generating system for automatically identifying personalized custom orders according to claim 1, wherein the automatic embroidery script executing operation in the automatic embroidery plate generating module is as follows: calling a preset embroidery execution script, configuring CSV file path parameters in an execution program, and reading embroidery nameplate manufacturing information in the CSV file based on the configured path parameters; Simulating manual operation according to a set flow by embroidery processing software to finish operations of newly building an embroidery file, importing customized parameters, setting embroidery size and stitch density and checking preview effect; after the nameplate is manufactured, the files are respectively stored to the output path according to the Be format and the Dst format.

Description

Embroidery process version generation system capable of automatically identifying personalized custom orders Technical Field The invention relates to the technical field of order processing, in particular to a version generation system for an embroidery process for automatically identifying personalized custom orders. Background Along with the increase of personalized consumption demands, the personalized custom order number of embroidery on the cross-border electronic commerce platform is greatly increased. The order has the characteristics of large order quantity, scattered personalized information, need of associating express information, stock state and the like, and the manufacturing flow of the embroidery process edition generally comprises a plurality of links such as order data extraction, process classification, information association, stock shortage marking, software operation generation edition and the like. The embroidery simulation method and system based on three-dimensional modeling (patent publication No. CN119939684A, patent publication No. 2025-05-06) comprises the steps of collecting embroidery plate-making files, constructing a three-dimensional geometric model based on three-dimensional js, generating an independent embroidery thread model by analyzing stitch coordinates in the plate-making files, analyzing the embroidery plate-making files to generate embroidery patterns, constructing a fabric model, superposing fabric materials, reducing the fabric effect, simulating the natural state of wind blowing through the fabric to obtain the display effect of patterns on dynamically-fluctuating fabric, and real-time rendering the embroidery result in a virtual environment by using a technical engine to complete simulation. Based on the description of the files, the existing personalized customization orders are large in quantity and scattered in personalized information, time and labor are wasted depending on manual screening of embroidery orders, and corresponding relations among order data, logistics surface order data, order numbers and express bill numbers are stored in a scattered mode, an automatic mapping association mechanism is omitted, cross-platform and cross-file retrieval is needed when order details or logistics states are inquired, information interoperability is poor, unified coding rules are lacked, corresponding relations between orders and surface orders are disordered, and management difficulty is high. Disclosure of Invention Aiming at the defects of the prior art, the invention provides an embroidery process version generation system for automatically identifying personalized custom orders, which solves the problems that the number of the existing personalized custom orders is large, personalized information is scattered, manual screening of embroidery orders is time-consuming and labor-consuming, the corresponding relation between order data, logistics surface order data, order numbers and express delivery order numbers is stored in a scattered manner, an automatic mapping association mechanism is not needed, cross-platform and cross-file retrieval is needed when order details or logistics states are inquired, the information interoperability is poor, unified coding rules are lacked, the corresponding relation between orders and surface orders is chaotic, and the management difficulty is high. The invention is realized by the following technical proposal that the embroidery process version generation system for automatically identifying personalized custom orders comprises: The order data importing module imports external data files with different formats on different platforms, removes files which do not meet the format requirements and prompts a user; The intelligent recognition and classification module extracts the imported data files and screens out the needed orders related to embroidery through an intelligent recognition window; The information association and coding module is used for mapping and associating the order data obtained by the intelligent recognition and classification module with the face data of the corresponding order, performing coding operation on the associated order and the face data, comparing and confirming the order for the shortage according to the required requirement in the order data and the current stock state condition, and marking the information for the shortage on the order for the shortage and the corresponding face data; The automatic version generation module is used for generating a CSV file containing complete order information, logistics information and inventory state, storing the CSV file containing information required by embroidery nameplate manufacturing to a designated position of a computer, executing an embroidery script to complete nameplate manufacturing and storing the CSV file at the designated position; and the result export module is used for exporting the automatically generated Be format embroidery edition fil