CN113657769B - Automatic scheduling method and device for fabric order post-finishing production - Google Patents
Automatic scheduling method and device for fabric order post-finishing production Download PDFInfo
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- CN113657769B CN113657769B CN202110952865.8A CN202110952865A CN113657769B CN 113657769 B CN113657769 B CN 113657769B CN 202110952865 A CN202110952865 A CN 202110952865A CN 113657769 B CN113657769 B CN 113657769B
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0633—Workflow analysis
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
Abstract
The invention discloses an automatic scheduling method and device for fabric order post-finishing production, wherein the method comprises the following steps: acquiring order quantity, process requirements, fabric characteristics and order exchange period of a fabric order; determining the production and processing procedures and the processing sequence of the fabric order to be arranged after finishing according to the order quantity, the order exchange period and the process requirement of the fabric order; determining one or more processing machines of the fabric order to be discharged after-finishing production processing procedure according to the fabric order to be discharged after-finishing production processing procedure and the fabric characteristics; acquiring an order exchange period and a processing sequence of an order of the fabric corresponding to the arranged post-finishing production processing procedure of the processing machine; determining order priority according to the order exchange period of the fabric orders corresponding to the to-be-discharged after-finishing production processing procedures and the order exchange period of the fabric orders corresponding to the discharged after-finishing production processing procedures; the scheduling of the post-finishing production processing procedures to be discharged and the scheduled post-finishing production processing procedures can improve the accuracy of the fabric order post-finishing production scheduling.
Description
Technical Field
The invention relates to the technical field of order scheduling, in particular to an automatic scheduling method and device for fabric order post-finishing production.
Background
This section is intended to provide a background or context to the embodiments of the invention that are recited in the claims. The description herein is not admitted to be prior art by inclusion in this section.
The existing scheduling method for the post-finishing production of the fabric order is to process the fabric by manually scheduling, and the existing machine has more processing rules, complex fabric characteristics, urgent fabric exchange period, easy error in manual judgment, influence on the fabric production quality and delay of the order exchange period.
In view of the above problems, no effective solution has been proposed at present.
Disclosure of Invention
The embodiment of the invention provides an automatic scheduling method for after-finishing production of fabric orders, which is used for improving the accuracy of the after-finishing production scheduling of the fabric orders, being beneficial to improving the production quality of the fabric, improving the production efficiency of the high fabric and completing the order production on schedule, and comprises the following steps:
acquiring order quantity, process requirements, fabric characteristics and order exchange period of a fabric order;
determining a processing sequence of a to-be-discharged after-finishing production processing procedure of the fabric order and a processing sequence of the to-be-discharged after-finishing production processing procedure of the fabric order according to the order quantity, the order exchange period and the process requirement of the fabric order, wherein the after-finishing production is a process processing procedure after fabric weaving is completed;
determining one or more processing machines of the fabric order to be discharged after-finishing production processing procedure according to the fabric order to be discharged after-finishing production processing procedure and the fabric characteristics;
acquiring an order exchange period of an order of the fabric corresponding to the arranged post-finishing production processing procedure of the one or more processing machines and a processing sequence of the arranged post-finishing production processing procedure of the one or more processing machines;
determining order priority of the after-finishing production processing procedures of the one or more processing machines according to the order exchange period of the fabric orders corresponding to the to-be-discharged after-finishing production processing procedures and the order exchange period of the fabric orders corresponding to the discharged after-finishing production processing procedures;
and scheduling the post-finishing production process to be discharged and the post-finishing production process to be discharged according to the order priority of the post-finishing production process of the one or more processing machines, the processing sequence of the post-finishing production process to be discharged and the processing condition of the one or more processing machines.
The embodiment of the invention also provides an automatic scheduling device for after-finishing production of the fabric order, which is used for improving the accuracy of the after-finishing production scheduling of the fabric order, being beneficial to improving the production quality of the fabric, improving the production efficiency of the high fabric and completing the order production on schedule, and comprises the following steps:
the acquisition module is used for acquiring the order quantity, the process requirement, the fabric characteristics and the order delivery period of the fabric order;
the processing procedure determining module is used for determining the processing sequence of the to-be-discharged after-finishing production processing procedure of the fabric order and the processing sequence of the to-be-discharged after-finishing production processing procedure of the fabric order according to the order quantity, the order exchange period and the process requirement of the fabric order, wherein the after-finishing production is a process processing flow after fabric weaving is completed;
the processing machine table determining module is used for determining one or more processing machines of the to-be-discharged after-finishing production processing procedure of the fabric order according to the to-be-discharged after-finishing production processing procedure of the fabric order and the characteristics of the fabric;
the order exchange period acquisition module is used for acquiring the order exchange period of the fabric order corresponding to the arranged post-finishing production processing procedures of the one or more processing machines and the processing sequence of the arranged post-finishing production processing procedures of the one or more processing machines;
the order priority determining module is used for determining the order priority of the after-finishing production processing procedure of the one or more processing machines according to the order exchange period of the fabric order corresponding to the to-be-discharged after-finishing production processing procedure and the order exchange period of the fabric order corresponding to the discharged after-finishing production processing procedure;
the scheduling module is used for scheduling the post-finishing production processing procedures to be discharged and the post-finishing production processing procedures to be discharged according to the order priority of the post-finishing production processing procedures of the one or more processing machines, the processing sequence of the post-finishing production processing procedures to be discharged, the processing condition of the one or more processing machines.
The embodiment of the invention also provides computer equipment, which comprises a memory, a processor and a computer program stored on the memory and capable of running on the processor, wherein the automatic scheduling method for finishing and producing the fabric order is realized when the processor executes the computer program.
The embodiment of the invention also provides a computer readable storage medium which stores a computer program for executing the automatic scheduling method for fabric order post-finishing production.
In the embodiment of the invention, the order quantity, the process requirement, the fabric characteristics and the order delivery period of the fabric order are obtained, unlike the current scheduling of the after-finishing production of the fabric order by manual judgment; determining a processing sequence of a to-be-discharged after-finishing production processing procedure of the fabric order and a processing sequence of the to-be-discharged after-finishing production processing procedure of the fabric order according to the order quantity, the order exchange period and the process requirement of the fabric order, wherein the after-finishing production is a process processing procedure after fabric weaving is completed; determining one or more processing machines of the fabric order to be discharged after-finishing production processing procedure according to the fabric order to be discharged after-finishing production processing procedure and the fabric characteristics; acquiring an order exchange period of an order of the fabric corresponding to the arranged post-finishing production processing procedure of the one or more processing machines and a processing sequence of the arranged post-finishing production processing procedure of the one or more processing machines; determining order priority of the after-finishing production processing procedures of the one or more processing machines according to the order exchange period of the fabric orders corresponding to the to-be-discharged after-finishing production processing procedures and the order exchange period of the fabric orders corresponding to the discharged after-finishing production processing procedures; according to the order priority of the after-finishing production processing procedures of the one or more processing machines, the processing sequence of the to-be-discharged after-finishing production processing procedures, the processing sequence of the discharged after-finishing production processing procedures and the processing conditions of the one or more processing machines, the to-be-discharged after-finishing production processing procedures and the discharged after-finishing production processing procedures are scheduled, the accuracy of the order after-finishing production scheduling of the fabric can be improved, the production quality of the fabric can be improved, the production efficiency of the high fabric can be improved, and the order production can be completed on schedule.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art. In the drawings:
FIG. 1 is a process flow diagram of an automatic scheduling method for post-order finishing production of fabric in an embodiment of the invention;
FIG. 2 is a schematic diagram showing a specific example of the machine characteristics of a processing machine in the post-finishing production of a fabric order according to an embodiment of the present invention;
FIG. 3 is a schematic diagram showing an embodiment of a determining processing machine in the post-finishing production of a fabric order according to the present invention;
FIG. 4 is a schematic diagram of an automatic scheduling apparatus for post-finishing production of a fabric order according to an embodiment of the present invention;
FIG. 5 is a schematic structural diagram of an embodiment of an automatic scheduling apparatus for post-finishing production of a fabric order according to the present invention;
FIG. 6 is a schematic structural diagram showing an example of an automatic scheduling apparatus for post-order finishing production of fabric according to an embodiment of the present invention
Fig. 7 is a schematic diagram of a computer device according to an embodiment of the invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present invention more apparent, the embodiments of the present invention will be described in further detail with reference to the accompanying drawings. The exemplary embodiments of the present invention and their descriptions herein are for the purpose of explaining the present invention, but are not to be construed as limiting the invention.
In the embodiment of the invention, the fabric order scheduling aims at the after-finishing production of the fabric order, namely the technological processing flow after the fabric is woven, and the inventor discovers that the existing scheduling method of the after-finishing production of the fabric order is to process from manual scheduling to a machine, and the existing machine has more processing rules, complex fabric characteristics, urgent fabric exchange period, easy error in manual judgment, influence on the production quality of the fabric and delay of the order exchange period. Therefore, in the embodiment of the present invention, an automatic scheduling method for post-finishing production of fabric orders is provided, and fig. 1 is a processing flow chart of the automatic scheduling method for post-finishing production of fabric orders in the embodiment of the present invention. As shown in fig. 1, the automatic scheduling method for post-finishing production of a fabric order in an embodiment of the present invention may include:
step 101, acquiring order quantity, process requirements, fabric characteristics and order exchange period of a fabric order;
step 102, determining a processing sequence of a to-be-discharged after-finishing production processing procedure of a fabric order and a processing sequence of the to-be-discharged after-finishing production processing procedure of the fabric order according to the order quantity, the order exchange period and the process requirement of the fabric order, wherein the after-finishing production is a process processing flow after fabric weaving is completed;
step 103, determining one or more processing machines of the fabric order to be discharged after-finishing production processing procedure according to the fabric order to be discharged after-finishing production processing procedure and the fabric characteristics;
104, acquiring an order exchange period of an order of the fabric corresponding to the arranged post-finishing production processing procedure of the one or more processing machines and a processing sequence of the arranged post-finishing production processing procedure of the one or more processing machines;
step 105, determining order priority of the finishing production processing procedure of the one or more processing machines according to the order exchange period of the fabric order corresponding to the finishing production processing procedure to be discharged and the order exchange period of the fabric order corresponding to the finished finishing production processing procedure to be discharged;
and 106, scheduling the post-finishing production process to be discharged and the post-finishing production process to be discharged according to the order priority of the post-finishing production process of the one or more processing machines, the processing sequence of the post-finishing production process to be discharged and the processing state of the one or more processing machines.
As can be seen from the flow shown in fig. 1, in the embodiment of the invention, by analyzing the order quantity, the process requirement, the fabric characteristics and the order delivery period of the fabric order, the automatic scheduling of the fabric order post-finishing production is gradually realized, the accuracy of the fabric order post-finishing production scheduling can be improved, the fabric production quality is improved, the high fabric production efficiency is improved, and the order production is completed on schedule, unlike the conventional scheduling of the fabric order post-finishing production by manual judgment.
In the specific implementation, in the production and processing process of the fabric, the knitted fabric can be further processed, which can be called post-finishing production. When the fabric order post-finishing production is scheduled, the order quantity, the process requirement, the fabric characteristics and the order delivery period of the fabric order can be obtained, wherein the processing sequence of the fabric order post-finishing production processing procedure to be discharged and the processing sequence of the fabric order post-finishing production processing procedure to be discharged can be determined according to the order quantity and the process requirement of the fabric order.
In one embodiment, before determining the to-be-discharged finishing production and processing procedure of the fabric order according to the order quantity, the order delivery period and the process requirement of the fabric order, the method further comprises the following steps: filtering out one or more of the following fabric orders: and (5) placing the fabric order in a state of pause, non-cloth collection of a factory, and non-formula setting.
In specific implementation, due to the limitation of the actual state of a part of fabric orders, the post-finishing production processing cannot be performed currently, so as to ensure the accuracy of the post-finishing production scheduling of the fabric orders, one or more fabric orders which cannot be performed currently in the fabric orders can be filtered before determining the to-be-discharged post-finishing production processing procedure of the fabric orders according to the order quantity and the process requirement of the fabric orders, for example, the method can specifically include: fabric orders in the states of suspension, factory turning, fabric order in the state of non-cloth collecting, shaping and non-formula, and the like.
In specific implementation, after the processing sequence of the post-processing production process of the fabric order and the processing sequence of the post-processing production process of the fabric order are determined, one or more processing machine stations of the post-processing production process of the fabric order can be determined according to the post-processing production process of the fabric order and the characteristics of the fabric. When determining the processing machine, the processing machine not only meets the production and processing procedures of the to-be-discharged finishing production of the order of the fabric, but also needs to be matched with the characteristics of the fabric of the order of the fabric.
In one embodiment, the fabric characteristics may include one or more of the following fabric characteristics: fluorescence properties, code length, cropping requirements, and seed distribution.
In one embodiment, determining one or more processing machines of the fabric order to be discharged after finishing production process according to the to be discharged after finishing production process of the fabric order and the fabric characteristics may include: determining a processing machine capable of executing a to-be-discharged finishing production processing procedure of a fabric order as an alternative processing machine; matching the machine characteristics of the alternative processing machine with the fabric characteristics of the fabric order; and according to the matching result, determining one or more processing machines which can process the fabric characteristics of the fabric order and correspond to the fabric in the alternative processing machines as one or more processing machines of the production and processing procedures of the fabric order to be discharged after finishing.
In one embodiment, determining a processing machine capable of executing the finishing production process to be discharged of the fabric order as an alternative processing machine may include: processing the to-be-discharged after-finishing production processing procedure of the fabric order and the machine characteristics of the processing machine into a Drools rule judging script through an advanced planning and scheduling APS system; and calling a Drools rule engine to compile a Drools rule judgment script, and determining a processing machine platform capable of executing the to-be-discharged finishing production processing procedure of the fabric order.
FIG. 2 is a schematic diagram showing a specific example of the machine characteristics of the processing machine in the post-finishing production of a fabric order according to an embodiment of the present invention. As shown in fig. 2, taking the fluorescent attribute of the processing machine in the post-finishing production of the fabric order as an example for illustration, the fluorescent attribute of the processing machine in the embodiment of the present invention may include: extra white, less fluorescence, bleaching, ben white, extra white; the corresponding codes of the processing machine in the embodiment of the invention are as follows: WS01#, WS02#, CW01#, WS04#, WS05#.
Wherein, the fluorescence attribute that WS01# processing board corresponds is: extra white, less fluorescent, white; the fluorescence attribute corresponding to the WS02# processing machine is: extra white, less fluorescent, white; the fluorescence attribute corresponding to the CW01# processing machine is: extra white, less fluorescence, bleaching, ben white, extra white; the fluorescence attribute corresponding to the WS04# processing machine is as follows: bleaching and whitening; the fluorescence attribute corresponding to the WS05# processing machine is as follows: extra white, less fluorescence, bleaching, this white and whitening, then satisfy the processing machine of different fluorescence properties, can process the surface fabric order of corresponding fluorescence properties.
FIG. 3 is a schematic diagram showing an embodiment of a determining processing machine in the post-finishing production of a fabric order according to the present invention. Taking a washing process as an example of a fabric order to be placed after finishing production process as shown in fig. 3, a processing machine capable of executing the washing process may be first determined as an alternative processing machine, and as shown in fig. 3, processing machines numbered as ws01#, ws02#, CW01#, ws04#, and ws05# are capable of executing the washing process and may be used as alternative processing machines; then, the machine characteristics of the alternative processing machine may be matched with the fabric characteristics of the fabric order, and when the fabric characteristics corresponding to the fabric order requiring the washing process are digital printing varieties, as shown in fig. 3, the machine characteristics of the alternative processing machine capable of executing the washing process may be matched with the digital printing varieties of the fabric order, and the machine characteristics of the processing machine numbered CW01# in fig. 3 may satisfy the fabric order of the digital printing varieties to execute the washing process, and the processing machine numbered CW01# may be determined as the processing machine corresponding to the fabric order washing process.
In the implementation, after one or more processing machines of the fabric order to be arranged after finishing production processing procedure are determined, an order exchange period of the arranged after finishing production processing procedure corresponding to the fabric order of the one or more processing machines and a processing sequence of the arranged after finishing production processing procedure of the one or more processing machines can be obtained, that is, processing information of the arranged after finishing production processing procedure of the fabric order to be arranged after finishing production processing procedure corresponding to the processing machine is obtained, and order priority of the after finishing production processing procedure of the one or more processing machines can be determined according to the order exchange period of the fabric order corresponding to the to-be-arranged after finishing production processing procedure and the order exchange period of the fabric order corresponding to the arranged after finishing production processing procedure.
In one embodiment, the scheduling of the post-finishing production process to be scheduled and the post-finishing production process to be scheduled according to the order priority of the post-finishing production process of the one or more processing machines, the processing sequence of the post-finishing production process to be scheduled, and the processing state of the one or more processing machines may include: processing order priority of the after-finishing production processing procedure of the one or more processing machines, processing sequence of the to-be-discharged after-finishing production processing procedure, processing sequence of the discharged after-finishing production processing procedure and processing state of the one or more processing machines into a planning judgment script which can be identified by an OptaPlanner planning engine through an advanced planning and scheduling APS system; and (3) invoking an OptaPlanner programming engine to compile a programming judgment script, deriving the compiled programming judgment script through a tabu search algorithm, and determining the scheduling of the to-be-discharged after-finishing production and processing procedures and the scheduled after-finishing production and processing procedures.
In one embodiment, after the scheduling of the to-be-discharged finishing production process and the discharged finishing production process, the method may further include: and automatically generating an automated bill and cylinder separation information for the post-finishing production processing procedure of the determined schedule.
The embodiment of the invention also provides an automatic scheduling device for fabric order post-finishing production, as described in the following embodiment. Because the principle of the device for solving the problems is similar to that of the automatic scheduling method for the after-finishing production of the fabric order, the implementation of the device can be referred to the implementation of the automatic scheduling method for the after-finishing production of the fabric order, and the repetition is omitted.
Fig. 4 is a schematic structural diagram of an automatic scheduling device for post-finishing production of a fabric order in an embodiment of the invention. As shown in fig. 4, the automatic scheduling device for post-finishing production of a fabric order in the embodiment of the present invention may specifically include:
the acquiring module 401 is configured to acquire an order quantity, a process requirement, a fabric characteristic and an order delivery period of the fabric order;
the processing procedure determining module 402 is configured to determine a processing sequence of a to-be-discharged post-finishing production processing procedure of the fabric order and a to-be-discharged post-finishing production processing procedure of the fabric order according to an order quantity, an order exchange period and a process requirement of the fabric order, where the post-finishing production is a process processing procedure after fabric knitting is completed;
a processing machine determining module 403, configured to determine one or more processing machines of the to-be-discharged finishing production process of the fabric order according to the to-be-discharged finishing production process of the fabric order and the fabric characteristics;
an order delivery period obtaining module 404, configured to obtain an order delivery period of an order of the fabric corresponding to the arranged post-finishing production process steps of the one or more processing machines, and a processing sequence of the arranged post-finishing production process steps of the one or more processing machines;
the order priority determining module 405 is configured to determine order priorities of the finishing production and processing procedures of the one or more processing machines according to an order delivery period of an order of a fabric corresponding to a finishing production and processing procedure to be discharged and an order delivery period of an order of a fabric corresponding to a finished finishing production and processing procedure to be discharged;
the scheduling module 406 is configured to schedule the post-finishing production process to be scheduled and the post-finishing production process to be scheduled according to the order priority of the post-finishing production process of the one or more processing machines, the processing sequence of the post-finishing production process to be scheduled, and the processing condition of the one or more processing machines.
In one embodiment, the fabric characteristics may include one or more of the following fabric characteristics:
fluorescence properties, code length, cropping requirements, and seed distribution.
Fig. 5 is a schematic structural diagram of an automatic scheduling apparatus for post-finishing production of a fabric order according to an embodiment of the present invention. As shown in fig. 5, in an embodiment, the automatic scheduling device for post-order production of fabric shown in fig. 4 may further include:
the filtering module 501, before the processing procedure determining module 402 determines the to-be-discharged finishing production processing procedure of the fabric order according to the order quantity and the process requirement of the fabric order:
filtering one or more of the following fabric orders to be discharged:
and placing the fabric to be discharged in a state of pause, non-cloth collection of a factory, and non-formula setting.
In one embodiment, the processing tool determination module 403 is specifically configured to:
determining a processing machine capable of executing a to-be-discharged finishing production processing procedure of a fabric order as an alternative processing machine;
matching the machine characteristics of the alternative processing machine with the fabric characteristics of the fabric order;
and according to the matching result, determining one or more processing machines which can process the fabric characteristics of the fabric order and correspond to the fabric in the alternative processing machines as one or more processing machines of the production and processing procedures of the fabric order to be discharged after finishing.
In one embodiment, the processing tool determination module 403 is specifically configured to:
processing the to-be-discharged after-finishing production processing procedure of the fabric order and the machine characteristics of the processing machine into a Drools rule judging script through an advanced planning and scheduling APS system;
and calling a Drools rule engine to compile a Drools rule judgment script, and determining a processing machine platform capable of executing the to-be-discharged finishing production processing procedure of the fabric order.
In one embodiment, the scheduling module 406 is specifically configured to:
processing the order priority of the after-finishing production processing procedure of the one or more processing machines, the processing sequence of the to-be-discharged after-finishing production processing procedure, the processing sequence of the discharged after-finishing production processing procedure and the processing condition of the one or more processing machines into a planning judgment script which can be identified by an OptaPlanner planning engine through an advanced planning and scheduling APS system;
and (3) invoking an OptaPlanner programming engine to compile a programming judgment script, deriving the compiled programming judgment script through a tabu search algorithm, and determining the scheduling of the to-be-discharged after-finishing production and processing procedures and the scheduled after-finishing production and processing procedures.
Fig. 6 is a schematic structural diagram of an automatic scheduling apparatus for post-finishing production of a fabric order according to an embodiment of the present invention. As shown in fig. 6, in an embodiment, the automatic scheduling device for post-order production of fabric shown in fig. 4 may further include:
the generating module 601 is configured to, after the scheduling module 406 schedules the to-be-discharged finishing production process and the discharged finishing production process:
and automatically generating an automated bill and cylinder separation information for the post-finishing production processing procedure of the determined schedule.
The automatic scheduling device for post-order production of fabric shown in fig. 6 may include the scheduling rule information filtering module 501 in fig. 5.
Based on the foregoing inventive concept, as shown in fig. 7, the present invention further proposes a computer device 700, including a memory 710, a processor 720, and a computer program 730 stored in the memory 710 and executable on the processor 720, where the processor 720 implements the automatic scheduling method of the fabric order post-finishing production when executing the computer program 730.
Based on the foregoing inventive concept, an embodiment of the present invention further provides a computer readable storage medium storing a computer program for executing the automatic scheduling method of fabric order post-finishing production described above.
In summary, unlike the current scheduling of post-finishing production of fabric orders by manual judgment, in the embodiment of the invention, the order quantity, the process requirement, the fabric characteristics and the order delivery period of the fabric orders are obtained; determining a processing sequence of a to-be-discharged after-finishing production processing procedure of the fabric order and a processing sequence of the to-be-discharged after-finishing production processing procedure of the fabric order according to the order quantity, the order exchange period and the process requirement of the fabric order, wherein the after-finishing production is a process processing procedure after fabric weaving is completed; determining one or more processing machines of the fabric order to be discharged after-finishing production processing procedure according to the fabric order to be discharged after-finishing production processing procedure and the fabric characteristics; acquiring an order exchange period of an order of the fabric corresponding to the arranged post-finishing production processing procedure of the one or more processing machines and a processing sequence of the arranged post-finishing production processing procedure of the one or more processing machines; determining order priority of the after-finishing production processing procedures of the one or more processing machines according to the order exchange period of the fabric orders corresponding to the to-be-discharged after-finishing production processing procedures and the order exchange period of the fabric orders corresponding to the discharged after-finishing production processing procedures; according to the order priority of the after-finishing production processing procedures of the one or more processing machines, the processing sequence of the to-be-discharged after-finishing production processing procedures, the processing sequence of the discharged after-finishing production processing procedures and the processing conditions of the one or more processing machines, the to-be-discharged after-finishing production processing procedures and the discharged after-finishing production processing procedures are scheduled, the accuracy of the order after-finishing production scheduling of the fabric can be improved, the production quality of the fabric can be improved, the production efficiency of the high fabric can be improved, and the order production can be completed on schedule.
It will be appreciated by those skilled in the art that embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The foregoing description of the embodiments has been provided for the purpose of illustrating the general principles of the invention, and is not meant to limit the scope of the invention, but to limit the invention to the particular embodiments, and any modifications, equivalents, improvements, etc. that fall within the spirit and principles of the invention are intended to be included within the scope of the invention.
Claims (14)
1. An automatic scheduling method for fabric order post-finishing production is characterized by comprising the following steps:
acquiring order quantity, process requirements, fabric characteristics and order exchange period of a fabric order;
determining a processing sequence of a to-be-discharged after-finishing production processing procedure of the fabric order and a processing sequence of the to-be-discharged after-finishing production processing procedure of the fabric order according to the order quantity, the order exchange period and the process requirement of the fabric order, wherein the after-finishing production is a process processing procedure after fabric weaving is completed;
determining one or more processing machines of the fabric order to be discharged after-finishing production processing procedure according to the fabric order to be discharged after-finishing production processing procedure and the fabric characteristics;
acquiring an order exchange period of an order of the fabric corresponding to the arranged post-finishing production processing procedure of the one or more processing machines and a processing sequence of the arranged post-finishing production processing procedure of the one or more processing machines;
determining order priority of the after-finishing production processing procedures of the one or more processing machines according to the order exchange period of the fabric orders corresponding to the to-be-discharged after-finishing production processing procedures and the order exchange period of the fabric orders corresponding to the discharged after-finishing production processing procedures;
scheduling the post-finishing production process to be discharged and the post-finishing production process to be discharged according to the order priority of the post-finishing production process of the one or more processing machines, the processing sequence of the post-finishing production process to be discharged and the processing state of the one or more processing machines;
scheduling the post-finishing production process to be discharged and the post-finishing production process to be discharged according to the order priority of the post-finishing production process of the one or more processing machines, the processing sequence of the post-finishing production process to be discharged, and the processing state of the one or more processing machines, comprising:
processing order priority of the after-finishing production processing procedure of the one or more processing machines, processing sequence of the to-be-discharged after-finishing production processing procedure, processing sequence of the discharged after-finishing production processing procedure and processing state of the one or more processing machines into a planning judgment script which can be identified by an OptaPlanner planning engine through an advanced planning and scheduling APS system;
and (3) invoking an OptaPlanner programming engine to compile a programming judgment script, deriving the compiled programming judgment script through a tabu search algorithm, and determining the scheduling of the to-be-discharged after-finishing production and processing procedures and the scheduled after-finishing production and processing procedures.
2. The method of claim 1, wherein the fabric properties comprise one or more of the following fabric properties:
fluorescence properties, code length, cropping requirements, and seed distribution.
3. The method of claim 1, wherein determining the order for the fabric before the finishing production process step for the fabric order according to the order quantity and the process requirement of the fabric order, further comprises:
filtering out one or more of the following fabric orders:
and (5) placing the fabric order in a state of pause, non-cloth collection of a factory, and non-formula setting.
4. The method of claim 1, wherein determining one or more processing stations of the fabric order for the finishing production process based on the finishing production process for the fabric order and the fabric characteristics comprises:
determining a processing machine capable of executing a to-be-discharged finishing production processing procedure of a fabric order as an alternative processing machine;
matching the machine characteristics of the alternative processing machine with the fabric characteristics of the fabric order;
and according to the matching result, determining one or more processing machines which can process the fabric characteristics of the fabric order and correspond to the fabric in the alternative processing machines as one or more processing machines of the production and processing procedures of the fabric order to be discharged after finishing.
5. The method of claim 4, wherein determining a processing tool capable of performing a finishing production process for a fabric order to be discharged as an alternative processing tool comprises:
processing the to-be-discharged after-finishing production processing procedure of the fabric order and the machine characteristics of the processing machine into a Drools rule judging script through an advanced planning and scheduling APS system;
and calling a Drools rule engine to compile a Drools rule judgment script, and determining a processing machine platform capable of executing the to-be-discharged finishing production processing procedure of the fabric order.
6. The method of claim 1, further comprising, after scheduling the to-be-discharged finishing production process and the discharged finishing production process:
and automatically generating an automated bill and cylinder separation information for the post-finishing production processing procedure of the determined schedule.
7. An automatic scheduling device for post-finishing production of fabric orders, which is characterized by comprising:
the acquisition module is used for acquiring the order quantity, the process requirement, the fabric characteristics and the order delivery period of the fabric order;
the processing procedure determining module is used for determining the processing sequence of the to-be-discharged after-finishing production processing procedure of the fabric order and the processing sequence of the to-be-discharged after-finishing production processing procedure of the fabric order according to the order quantity, the order exchange period and the process requirement of the fabric order, wherein the after-finishing production is a process processing flow after fabric weaving is completed;
the processing machine table determining module is used for determining one or more processing machines of the to-be-discharged after-finishing production processing procedure of the fabric order according to the to-be-discharged after-finishing production processing procedure of the fabric order and the characteristics of the fabric;
the order exchange period acquisition module is used for acquiring the order exchange period of the fabric order corresponding to the arranged post-finishing production processing procedures of the one or more processing machines and the processing sequence of the arranged post-finishing production processing procedures of the one or more processing machines;
the order priority determining module is used for determining the order priority of the after-finishing production processing procedure of the one or more processing machines according to the order exchange period of the fabric order corresponding to the to-be-discharged after-finishing production processing procedure and the order exchange period of the fabric order corresponding to the discharged after-finishing production processing procedure;
the scheduling module is used for scheduling the post-finishing production processing procedures to be discharged and the post-finishing production processing procedures to be discharged according to the order priority of the post-finishing production processing procedures of the one or more processing machines, the processing sequence of the post-finishing production processing procedures to be discharged, the processing condition of the one or more processing machines;
the scheduling module is specifically used for:
processing the order priority of the after-finishing production processing procedure of the one or more processing machines, the processing sequence of the to-be-discharged after-finishing production processing procedure, the processing sequence of the discharged after-finishing production processing procedure and the processing condition of the one or more processing machines into a planning judgment script which can be identified by an OptaPlanner planning engine through an advanced planning and scheduling APS system;
and (3) invoking an OptaPlanner programming engine to compile a programming judgment script, deriving the compiled programming judgment script through a tabu search algorithm, and determining the scheduling of the to-be-discharged after-finishing production and processing procedures and the scheduled after-finishing production and processing procedures.
8. The apparatus of claim 7, wherein the fabric characteristics comprise one or more of the following fabric characteristics:
fluorescence properties, code length, cropping requirements, and seed distribution.
9. The apparatus of claim 7, further comprising a filtering module that, prior to the process step determining module determining the finishing production process step to be discharged for the fabric order based on the order quantity and the process requirement for the fabric order:
filtering one or more of the following fabric orders to be discharged:
and placing the fabric to be discharged in a state of pause, non-cloth collection of a factory, and non-formula setting.
10. The apparatus of claim 7, wherein the processing tool determination module is specifically configured to:
determining a processing machine capable of executing a to-be-discharged finishing production processing procedure of a fabric order as an alternative processing machine;
matching the machine characteristics of the alternative processing machine with the fabric characteristics of the fabric order;
and according to the matching result, determining one or more processing machines which can process the fabric characteristics of the fabric order and correspond to the fabric in the alternative processing machines as one or more processing machines of the production and processing procedures of the fabric order to be discharged after finishing.
11. The apparatus of claim 10, wherein the processing tool determination module is specifically configured to:
processing the to-be-discharged after-finishing production processing procedure of the fabric order and the machine characteristics of the processing machine into a Drools rule judging script through an advanced planning and scheduling APS system;
and calling a Drools rule engine to compile a Drools rule judgment script, and determining a processing machine platform capable of executing the to-be-discharged finishing production processing procedure of the fabric order.
12. The apparatus of claim 7, further comprising a generation module to, after the scheduling module schedules the to-be-discharged finishing production process and the scheduled finishing production process:
and automatically generating an automated bill and cylinder separation information for the post-finishing production processing procedure of the determined schedule.
13. A computer device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the method of any of claims 1 to 6 when executing the computer program.
14. A computer readable storage medium, characterized in that the computer readable storage medium stores a computer program for executing the method of any one of claims 1 to 6.
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