CN111368413B - Clothing production plan tracking management method and system - Google Patents
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Abstract
The embodiment of the invention provides a clothing production plan tracking management method and system, which are characterized in that a clothing production process corresponding to a target clothing production plan is established, a clothing production process is simulated when the target clothing production plan is executed, a production distribution diagram of the target clothing production plan under different production process nodes is obtained, feature extraction is carried out on each production node record information in the production distribution diagram, and each production node record information is clustered according to the obtained production node record information feature of each production node record information and the position information of each production node record information on the production distribution diagram, so that a tracking management diagram comprising clothing tracking distribution information between each clothing type and each clothing style in the target clothing production plan is correspondingly obtained. Therefore, simulation tracking management can be performed on the clothing production plan, so that the matching degree of the clothing production plan and the current production capacity in the follow-up execution process is improved, and the cost waste is reduced.
Description
Technical Field
The invention relates to the technical field of computer management, in particular to a method and a system for tracking and managing a clothing production plan.
Background
The clothing production plan is an implementation plan executed by enterprises according to actual demands, and simulation tracking management for the clothing production plan is lacking at present, so that the clothing production plan can be difficult to match with the current production capacity in the subsequent execution process, and great cost waste is caused.
Disclosure of Invention
Accordingly, an object of the embodiments of the present invention is to provide a method and a system for tracking and managing a clothing production plan, which can perform simulated tracking and management on the clothing production plan, so as to improve the matching degree of the clothing production plan with the current production capacity in the subsequent execution process, and reduce the cost waste.
According to an aspect of the embodiment of the present invention, there is provided a garment production plan tracking management method, applied to a server, the method including:
acquiring clothing plan data of a target clothing production plan, and establishing a clothing tracking management model corresponding to the target clothing production plan according to the clothing plan data;
simulating a clothing production process when the target clothing production plan is executed based on the clothing tracking management model to obtain a production distribution diagram of the target clothing production plan under different production process nodes;
extracting characteristics of the production node record information in the production distribution diagram to obtain the production node record information characteristics of the production node record information;
clustering the production node record information according to the production node record information characteristics of the production node record information and the position information of the production node record information on the production distribution map, and correspondingly obtaining a tracking management map comprising the clothing tracking distribution information between each clothing type and each clothing style in the target clothing production plan.
In one possible example, the step of simulating the garment production process when the target garment production plan is executed based on the garment tracking management model to obtain a production distribution diagram of the target garment production plan under different production process nodes includes:
calculating the production energy force field distribution conditions of the target clothing production plan at different production process nodes according to the clothing plan data of the target clothing production plan and the production capacity value distribution information of the target clothing production plan at different production process nodes to obtain corresponding production energy force field distribution conditions;
loading the production energy field distribution conditions of different production process nodes on the clothing tracking management model to obtain the production object distribution conditions and the production quantity distribution conditions between each clothing type and each clothing style in the target clothing production plan under different production process nodes;
and carrying out data analysis on the distribution situation of the production objects between each clothing type and each clothing style under different production process nodes, and correspondingly obtaining the production distribution diagram of the target clothing production plan under different production process nodes.
In one possible example, the production node record information features include node position information, a production total amount parameter and a production speed parameter corresponding to the production node record information, and the step of extracting features of each production node record information in the production distribution diagram to obtain production node record information features of each production node record information includes:
processing each production node record information in the production distribution diagram under the same coordinate system to obtain coordinate information of each record node on the corresponding production node record information, and obtaining node position information of the corresponding production node record information based on the coordinate information of each record node on the corresponding production node record information;
carrying out data analysis on the production distribution map to obtain saturation distribution information corresponding to the record information of each production node;
and calculating to obtain the production total quantity parameter and the production speed parameter of the corresponding production node record information according to the saturation distribution information and the production quantity distribution condition of each record node on the corresponding production node record information.
In one possible example, the step of clustering each production node record information according to the production node record information feature of each production node record information and the position information of each production node record information on the production distribution map includes:
normalizing the production node record information characteristics of the production node record information to obtain normalized production node record information characteristics of the production node record information;
calculating to obtain the difference condition of each production node record information and other production node record information under the characteristic of the production node record information based on the characteristic of the production node record information of each normalized production node record information;
according to the difference condition of each production node record information and other production node record information under the characteristic of the production node record information, calculating to obtain the hot spot range of each production node record information on the production distribution diagram;
calculating to obtain difference information between each production node record information and other production node record information according to the position information of each production node record information on the production distribution map;
based on the hot spot range corresponding to each production node record information and the difference information between each production node record information and other production node record information, calculating to obtain the number of clusters and the corresponding cluster center on the production distribution map;
and carrying out clustering division on the production node record information based on the position information of the production node record information on the production distribution diagram and the position information of the clustering centers on the production distribution diagram to obtain a corresponding tracking management diagram.
In one possible example, the step of clustering the production node record information to obtain a corresponding tracking management graph based on the position information of the production node record information on the production distribution graph and the position information of the clustering center on the production distribution graph includes:
calculating to obtain the distance between the central position of each production node record information and each clustering center according to the position information of the central position of each production node record information in the production distribution diagram and the position information of each clustering center on the production distribution diagram;
selecting a cluster center with the shortest distance from the center position of each piece of production node record information and the distance between each cluster center as a cluster center corresponding to the corresponding production node record information, and correspondingly dividing the production node record information into production capacity categories corresponding to the cluster centers;
and carrying out region division on the production distribution map according to the production capacity category corresponding to the record information of each production node, and correspondingly obtaining the tracking management map.
According to another aspect of an embodiment of the present invention, there is provided a garment production plan tracking management system applied to a server, the system including:
the system comprises an acquisition and establishment module, a control module and a control module, wherein the acquisition and establishment module is used for acquiring clothing plan data of a target clothing production plan and establishing a clothing tracking management model corresponding to the target clothing production plan according to the clothing plan data;
the simulation module is used for simulating the clothing production process when the target clothing production plan is executed based on the clothing tracking management model, and obtaining a production distribution diagram of the target clothing production plan under different production process nodes;
the feature extraction module is used for extracting features of the production node record information in the production distribution diagram to obtain production node record information features of the production node record information;
and the clustering module is used for clustering the production node record information according to the production node record information characteristics of the production node record information and the position information of the production node record information on the production distribution diagram, and correspondingly obtaining a tracking management diagram comprising the clothing tracking distribution information between the clothing types and the clothing styles in the target clothing production plan.
According to another aspect of the embodiments of the present invention, there is provided a readable storage medium having stored thereon a computer program which, when executed by a processor, can perform the steps of the above-described garment production plan tracking management method.
Compared with the prior art, the clothing production plan tracking management method and system provided by the embodiment of the invention are characterized in that the clothing production process corresponding to the target clothing production plan is established, the clothing production process when the target clothing production plan is executed is simulated, the production distribution diagram of the target clothing production plan under different production process nodes is obtained, feature extraction is carried out on each production node record information in the production distribution diagram, clustering is carried out on each production node record information according to the obtained production node record information feature of each production node record information and the position information of each production node record information on the production distribution diagram, and the tracking management diagram comprising the clothing tracking distribution information between each clothing type and each clothing style in the target clothing production plan is correspondingly obtained. Therefore, simulation tracking management can be performed on the clothing production plan, so that the matching degree of the clothing production plan and the current production capacity in the follow-up execution process is improved, and the cost waste is reduced.
The foregoing objects, features and advantages of embodiments of the invention will be more readily apparent from the following detailed description of the embodiments taken in conjunction with the accompanying drawings.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed in the embodiments will be briefly described below, it being understood that the following drawings only illustrate some embodiments of the present invention and therefore should not be considered as limiting the scope, and other related drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 shows a schematic diagram of components of a server provided by an embodiment of the present invention;
FIG. 2 is a schematic flow chart of a method for tracking and managing a clothing production plan according to an embodiment of the present invention;
FIG. 3 shows a functional block diagram of a garment production plan tracking management system provided by an embodiment of the present invention.
Detailed Description
In order to enable those skilled in the art to better understand the present invention, a technical solution of the present embodiment of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiment of the present invention, and it is apparent that the described embodiment is only a part of the embodiment of the present invention, not all the embodiments. All other embodiments, which can be made by one of ordinary skill in the art without undue burden from the present disclosure, are intended to be within the scope of the present disclosure.
The terms first, second, third and the like in the description and in the claims and in the above drawings, if any, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented, for example, in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed or inherent to such process, method, article, or apparatus.
Fig. 1 shows an exemplary component diagram of a server 100. The server 100 may include one or more processors 104, such as one or more Central Processing Units (CPUs), each of which may implement one or more hardware threads. The server 100 may also include any storage medium 106 for storing any kind of information such as code, settings, data, etc. For example, and without limitation, storage medium 106 may include any one or more of the following combinations: any type of RAM, any type of ROM, flash memory devices, hard disks, optical disks, etc. More generally, any storage medium may store information using any technique. Further, any storage medium may provide volatile or non-volatile retention of information. Further, any storage medium may represent fixed or removable components of server 100. In one case, the server 100 may perform any of the operations of the associated instructions when the processor 104 executes the associated instructions stored in any storage medium or combination of storage media. The server 100 also includes one or more drive units 108, such as a hard disk drive unit, an optical disk drive unit, etc., for interacting with any storage media.
The server 100 also includes input/output 110 (I/O) for receiving various inputs (via input unit 112) and for providing various outputs (via output unit 114). One particular output mechanism may include a presentation device 116 and an associated Graphical User Interface (GUI) 118. The server 100 may also include one or more network interfaces 120 for exchanging data with other devices via one or more communication units 122. One or more communication buses 124 couple the components described above together.
The communication unit 122 may be implemented in any manner, for example, via a local area network, a wide area network (e.g., the internet), a point-to-point connection, etc., or any combination thereof. The communication unit 122 may include any combination of hardwired links, wireless links, routers, gateway functions, name servers 100, etc., governed by any protocol or combination of protocols.
Fig. 2 is a flowchart illustrating a method for tracking and managing a production plan of a garment according to an embodiment of the present invention, which may be performed by the server 100 shown in fig. 1, and detailed steps of the method for tracking and managing a production plan of a garment are described below.
Step S110, acquiring clothing plan data of a target clothing production plan, and establishing a clothing tracking management model corresponding to the target clothing production plan according to the clothing plan data;
step S120, simulating a clothing production process when the target clothing production plan is executed based on the clothing tracking management model, and obtaining a production distribution diagram of the target clothing production plan under different production process nodes;
step S130, extracting characteristics of the production node record information in the production distribution diagram to obtain the production node record information characteristics of the production node record information;
step S140, clustering the production node record information according to the production node record information characteristics of the production node record information and the position information of the production node record information on the production distribution map, so as to correspondingly obtain a tracking management map including the garment tracking distribution information between each garment type and each garment style in the target garment production plan.
Based on the above steps, in this embodiment, by establishing a garment tracking management model corresponding to a target garment production plan, and simulating a garment production process when the target garment production plan is executed, a production distribution diagram of the target garment production plan under different production process nodes is obtained, feature extraction is performed on each production node record information in the production distribution diagram, and clustering is performed on each production node record information according to the obtained production node record information feature of each production node record information and the position information of each production node record information on the production distribution diagram, so as to correspondingly obtain a tracking management diagram including garment tracking distribution information between each garment type and each garment style in the target garment production plan. Therefore, simulation tracking management can be performed on the clothing production plan, so that the matching degree of the clothing production plan and the current production capacity in the follow-up execution process is improved, and the cost waste is reduced.
In a possible example, for step S120, the present embodiment may calculate, according to the garment plan data of the target garment production plan and the production capacity value distribution information of the target garment production plan at different production process nodes, the production capacity field distribution situation of the target garment production plan at different production process nodes, so as to obtain the corresponding production capacity field distribution situation. And then loading the distribution conditions of the production energy field of different production process nodes on the clothing tracking management model to obtain the distribution conditions of the production objects and the distribution conditions of the production quantity between each clothing type and each clothing style in the target clothing production plan under different production process nodes. Therefore, the data analysis can be carried out on the distribution situation of the production objects among the clothing types and the clothing styles under different production process nodes, and the production distribution diagram of the target clothing production plan under different production process nodes can be correspondingly obtained.
In a possible example, for step S130, the production node record information feature includes node position information, a production total amount parameter, and a production speed parameter corresponding to the production node record information, so that the embodiment may process each production node record information in the production distribution diagram under the same coordinate system to obtain coordinate information of each record node on the corresponding production node record information, and obtain node position information corresponding to the production node record information based on the coordinate information of each record node on the corresponding production node record information. And then, carrying out data analysis on the production distribution map to obtain saturation distribution information corresponding to the record information of each production node, and calculating to obtain the production total amount parameter and the production speed parameter of the record information of the corresponding production node according to the saturation distribution information and the production quantity distribution condition of each record node on the record information of the corresponding production node.
In a possible example, with respect to step S140, the present embodiment may normalize the production node record information feature of each production node record information to obtain the normalized production node record information feature of each production node record information. And then, calculating based on the normalized production node record information characteristics of each production node record information to obtain the difference condition of each production node record information and other production node record information under the production node record information characteristics, and calculating according to the difference condition of each production node record information and other production node record information under the production node record information characteristics to obtain the hot spot range of each production node record information on the production distribution map.
On the basis, difference information between each production node record information and other production node record information can be obtained through calculation according to the position information of each production node record information on the production distribution diagram, the number of clusters and the corresponding cluster centers on the production distribution diagram are obtained through calculation based on the hot spot range corresponding to each production node record information and the difference information between each production node record information and other production node record information, and then the corresponding tracking management diagram is obtained through clustering division of each production node record information based on the position information of each production node record information on the production distribution diagram and the position information of each cluster center on the production distribution diagram.
For example, according to the position information of the center position of each production node record information in the production distribution diagram and the position information of each cluster center on the production distribution diagram, the distance between the center position of each production node record information and each cluster center is calculated, then the cluster center with the shortest distance is selected from the distances between the center position of each production node record information and each cluster center as the corresponding cluster center of the production node record information, the production node record information is correspondingly divided into production capacity types corresponding to the cluster center, and then the production distribution diagram is divided into areas according to the production capacity types corresponding to the production node record information, so as to correspondingly obtain the tracking management diagram.
Fig. 3 shows a functional block diagram of a clothing production plan tracking management system 200 according to an embodiment of the present invention, where functions implemented by the clothing production plan tracking management system 200 may correspond to steps performed by the above-described method. The system 200 may be understood as the server 100, or the processor of the server 100, or may be understood as a component, which is independent from the server 100 or the processor and is controlled by the server 100 to implement the functions of the present invention, as shown in fig. 3, and the functions of the functional modules of the system 200 are described in detail below.
An acquisition and establishment module 210, configured to acquire clothing plan data of a target clothing production plan, and establish a clothing tracking management model corresponding to the target clothing production plan according to the clothing plan data;
the simulation module 220 is configured to simulate a garment production process when the target garment production plan is executed based on the garment tracking management model, so as to obtain a production distribution diagram of the target garment production plan under different production process nodes;
the feature extraction module 230 is configured to perform feature extraction on each production node record information in the production distribution diagram, so as to obtain a production node record information feature of each production node record information;
the clustering module 240 is configured to cluster the production node record information according to the production node record information feature of the production node record information and the position information of the production node record information on the production distribution map, so as to correspondingly obtain a tracking management map including the garment tracking distribution information between each garment type and each garment style in the target garment production plan.
In one possible example, the simulation module 220 is configured to simulate the garment production process when the target garment production plan is executed, so as to obtain a production profile of the target garment production plan at different production process nodes in the following manner:
calculating the production energy force field distribution conditions of the target clothing production plan at different production process nodes according to the clothing plan data of the target clothing production plan and the production capacity value distribution information of the target clothing production plan at different production process nodes to obtain corresponding production energy force field distribution conditions;
loading the production energy field distribution conditions of different production process nodes on the clothing tracking management model to obtain the production object distribution conditions and the production quantity distribution conditions between each clothing type and each clothing style in the target clothing production plan under different production process nodes;
and carrying out data analysis on the distribution situation of the production objects between each clothing type and each clothing style under different production process nodes, and correspondingly obtaining the production distribution diagram of the target clothing production plan under different production process nodes.
In a possible example, the production node record information features include node position information, a total production amount parameter, and a production speed parameter corresponding to the production node record information, and the feature extraction module 230 is configured to perform feature extraction on each production node record information in the production profile to obtain a production node record information feature of each production node record information:
processing each production node record information in the production distribution diagram under the same coordinate system to obtain coordinate information of each record node on the corresponding production node record information, and obtaining node position information of the corresponding production node record information based on the coordinate information of each record node on the corresponding production node record information;
carrying out data analysis on the production distribution map to obtain saturation distribution information corresponding to the record information of each production node;
and calculating to obtain the production total quantity parameter and the production speed parameter of the corresponding production node record information according to the saturation distribution information and the production quantity distribution condition of each record node on the corresponding production node record information.
In one possible example, the clustering module 240 is configured to cluster the production node record information by using the position information on the production profile as follows:
normalizing the production node record information characteristics of the production node record information to obtain normalized production node record information characteristics of the production node record information;
calculating to obtain the difference condition of each production node record information and other production node record information under the characteristic of the production node record information based on the characteristic of the production node record information of each normalized production node record information;
according to the difference condition of each production node record information and other production node record information under the characteristic of the production node record information, calculating to obtain the hot spot range of each production node record information on the production distribution diagram;
calculating to obtain difference information between each production node record information and other production node record information according to the position information of each production node record information on the production distribution map;
based on the hot spot range corresponding to each production node record information and the difference information between each production node record information and other production node record information, calculating to obtain the number of clusters and the corresponding cluster center on the production distribution map;
and carrying out clustering division on the production node record information based on the position information of the production node record information on the production distribution diagram and the position information of the clustering centers on the production distribution diagram to obtain a corresponding tracking management diagram.
In one possible example, the clustering module 240 is configured to cluster and divide each production node record information to obtain a corresponding tracking management graph by:
calculating to obtain the distance between the central position of each production node record information and each clustering center according to the position information of the central position of each production node record information in the production distribution diagram and the position information of each clustering center on the production distribution diagram;
selecting a cluster center with the shortest distance from the center position of each piece of production node record information and the distance between each cluster center as a cluster center corresponding to the corresponding production node record information, and correspondingly dividing the production node record information into production capacity categories corresponding to the cluster centers;
and carrying out region division on the production distribution map according to the production capacity category corresponding to the record information of each production node, and correspondingly obtaining the tracking management map.
It will be clear to those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described systems, apparatuses and units may refer to corresponding procedures in the foregoing method embodiments, which are not repeated herein.
In the embodiments provided in the present invention, it should be understood that the disclosed apparatus and method may be implemented in other manners. The above-described apparatus and method embodiments are merely illustrative, for example, flow diagrams and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
In addition, functional modules in the embodiments of the present invention may be integrated together to form a single part, or each module may exist alone, or two or more modules may be integrated to form a single part.
Alternatively, it may be implemented in whole or in part by software, hardware, firmware, or any combination thereof. When implemented in software, may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When loaded and executed on a computer, produces a flow or function in accordance with embodiments of the present invention, in whole or in part. The computer may be a general purpose computer, a special purpose computer, a computer network, or other programmable apparatus. The computer instructions may be stored in or transmitted from one computer-readable storage medium to another, for example, by wired (e.g., coaxial cable, optical fiber, digital Subscriber Line (DSL)), or wireless (e.g., infrared, wireless, microwave, etc.). The computer readable storage medium may be any available medium that can be accessed by a computer or a data storage device such as a server, data center, etc. that contains an integration of one or more available media. The usable medium may be a magnetic medium (e.g., floppy Disk, hard Disk, magnetic tape), an optical medium (e.g., DVD), or a semiconductor medium (e.g., solid State Disk (SSD)), etc.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential characteristics thereof. The present embodiments are, therefore, to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any accompanying drawings in the claims should not be taken as limiting the claim concerned.
Claims (10)
1. A garment production plan tracking management method, applied to a server, comprising:
acquiring clothing plan data of a target clothing production plan, and establishing a clothing tracking management model corresponding to the target clothing production plan according to the clothing plan data;
simulating a clothing production process when the target clothing production plan is executed based on the clothing tracking management model to obtain a production distribution diagram of the target clothing production plan under different production process nodes;
extracting characteristics of the production node record information in the production distribution diagram to obtain the production node record information characteristics of the production node record information;
clustering the production node record information according to the production node record information characteristics of the production node record information and the position information of the production node record information on the production distribution map, and correspondingly obtaining a tracking management map comprising the clothing tracking distribution information between each clothing type and each clothing style in the target clothing production plan.
2. The method according to claim 1, wherein the step of simulating the production process of the target clothing production plan when the target clothing production plan is executed based on the clothing tracking management model to obtain a production distribution diagram of the target clothing production plan under different production process nodes comprises:
calculating the production energy force field distribution conditions of the target clothing production plan at different production process nodes according to the clothing plan data of the target clothing production plan and the production capacity value distribution information of the target clothing production plan at different production process nodes to obtain corresponding production energy force field distribution conditions;
loading the production energy field distribution conditions of different production process nodes on the clothing tracking management model to obtain the production object distribution conditions and the production quantity distribution conditions between each clothing type and each clothing style in the target clothing production plan under different production process nodes;
and carrying out data analysis on the distribution situation of the production objects between each clothing type and each clothing style under different production process nodes, and correspondingly obtaining the production distribution diagram of the target clothing production plan under different production process nodes.
3. The method according to claim 1 or 2, wherein the production node record information features include node position information, a production total amount parameter and a production speed parameter corresponding to the production node record information, and the step of extracting features of each production node record information in the production distribution map to obtain production node record information features of each production node record information includes:
processing each production node record information in the production distribution diagram under the same coordinate system to obtain coordinate information of each record node on the corresponding production node record information, and obtaining node position information of the corresponding production node record information based on the coordinate information of each record node on the corresponding production node record information;
carrying out data analysis on the production distribution map to obtain saturation distribution information corresponding to the record information of each production node;
and calculating to obtain the production total quantity parameter and the production speed parameter of the corresponding production node record information according to the saturation distribution information and the production quantity distribution condition of each record node on the corresponding production node record information.
4. The method according to claim 3, wherein the step of clustering each production node record information based on the production node record information feature of each production node record information and the position information of each production node record information on the production distribution map comprises:
normalizing the production node record information characteristics of the production node record information to obtain normalized production node record information characteristics of the production node record information;
calculating to obtain the difference condition of each production node record information and other production node record information under the characteristic of the production node record information based on the characteristic of the production node record information of each normalized production node record information;
according to the difference condition of each production node record information and other production node record information under the characteristic of the production node record information, calculating to obtain the hot spot range of each production node record information on the production distribution diagram;
calculating to obtain difference information between each production node record information and other production node record information according to the position information of each production node record information on the production distribution map;
based on the hot spot range corresponding to each production node record information and the difference information between each production node record information and other production node record information, calculating to obtain the number of clusters and the corresponding cluster center on the production distribution map;
and carrying out clustering division on the production node record information based on the position information of the production node record information on the production distribution diagram and the position information of the clustering centers on the production distribution diagram to obtain a corresponding tracking management diagram.
5. The method according to claim 4, wherein the step of clustering the production node record information to obtain a corresponding tracking management map based on the position information of the production node record information on the production distribution map and the position information of the cluster center on the production distribution map comprises:
calculating to obtain the distance between the central position of each production node record information and each clustering center according to the position information of the central position of each production node record information in the production distribution diagram and the position information of each clustering center on the production distribution diagram;
selecting a cluster center with the shortest distance from the center position of each piece of production node record information and the distance between each cluster center as a cluster center corresponding to the corresponding production node record information, and correspondingly dividing the production node record information into production capacity categories corresponding to the cluster centers;
and carrying out region division on the production distribution map according to the production capacity category corresponding to the record information of each production node, and correspondingly obtaining the tracking management map.
6. A garment production plan tracking management system for use with a server, the system comprising:
the system comprises an acquisition and establishment module, a control module and a control module, wherein the acquisition and establishment module is used for acquiring clothing plan data of a target clothing production plan and establishing a clothing tracking management model corresponding to the target clothing production plan according to the clothing plan data;
the simulation module is used for simulating the clothing production process when the target clothing production plan is executed based on the clothing tracking management model, and obtaining a production distribution diagram of the target clothing production plan under different production process nodes;
the feature extraction module is used for extracting features of the production node record information in the production distribution diagram to obtain production node record information features of the production node record information;
and the clustering module is used for clustering the production node record information according to the production node record information characteristics of the production node record information and the position information of the production node record information on the production distribution diagram, and correspondingly obtaining a tracking management diagram comprising the clothing tracking distribution information between the clothing types and the clothing styles in the target clothing production plan.
7. The garment production plan tracking management system of claim 6, wherein the simulation module is configured to simulate a garment production process when the target garment production plan is executed to obtain a production profile of the target garment production plan at different production process nodes by:
calculating the production energy force field distribution conditions of the target clothing production plan at different production process nodes according to the clothing plan data of the target clothing production plan and the production capacity value distribution information of the target clothing production plan at different production process nodes to obtain corresponding production energy force field distribution conditions;
loading the production energy field distribution conditions of different production process nodes on the clothing tracking management model to obtain the production object distribution conditions and the production quantity distribution conditions between each clothing type and each clothing style in the target clothing production plan under different production process nodes;
and carrying out data analysis on the distribution situation of the production objects between each clothing type and each clothing style under different production process nodes, and correspondingly obtaining the production distribution diagram of the target clothing production plan under different production process nodes.
8. The system according to claim 6 or 7, wherein the production node record information features include node position information, a total production amount parameter and a production speed parameter corresponding to the production node record information, and the feature extraction module is configured to perform feature extraction on each production node record information in the production distribution map to obtain a production node record information feature of each production node record information:
processing each production node record information in the production distribution diagram under the same coordinate system to obtain coordinate information of each record node on the corresponding production node record information, and obtaining node position information of the corresponding production node record information based on the coordinate information of each record node on the corresponding production node record information;
carrying out data analysis on the production distribution map to obtain saturation distribution information corresponding to the record information of each production node;
and calculating to obtain the production total quantity parameter and the production speed parameter of the corresponding production node record information according to the saturation distribution information and the production quantity distribution condition of each record node on the corresponding production node record information.
9. The garment production plan tracking management system of claim 8, wherein the clustering module is configured to cluster production node record information by location information on the production profile by:
normalizing the production node record information characteristics of the production node record information to obtain normalized production node record information characteristics of the production node record information;
calculating to obtain the difference condition of each production node record information and other production node record information under the characteristic of the production node record information based on the characteristic of the production node record information of each normalized production node record information;
according to the difference condition of each production node record information and other production node record information under the characteristic of the production node record information, calculating to obtain the hot spot range of each production node record information on the production distribution diagram;
calculating to obtain difference information between each production node record information and other production node record information according to the position information of each production node record information on the production distribution map;
based on the hot spot range corresponding to each production node record information and the difference information between each production node record information and other production node record information, calculating to obtain the number of clusters and the corresponding cluster center on the production distribution map;
and carrying out clustering division on the production node record information based on the position information of the production node record information on the production distribution diagram and the position information of the clustering centers on the production distribution diagram to obtain a corresponding tracking management diagram.
10. The garment production plan tracking management system of claim 9, wherein the clustering module is configured to cluster-divide each production node record information to obtain a corresponding tracking management graph by:
calculating to obtain the distance between the central position of each production node record information and each clustering center according to the position information of the central position of each production node record information in the production distribution diagram and the position information of each clustering center on the production distribution diagram;
selecting a cluster center with the shortest distance from the center position of each piece of production node record information and the distance between each cluster center as a cluster center corresponding to the corresponding production node record information, and correspondingly dividing the production node record information into production capacity categories corresponding to the cluster centers;
and carrying out region division on the production distribution map according to the production capacity category corresponding to the record information of each production node, and correspondingly obtaining the tracking management map.
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| CN110471279A (en) * | 2019-07-25 | 2019-11-19 | 浙江大学 | A kind of industrial production simulated scenario generator and scene method for generation based on vine-copulas |
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