CN113850532B - Online continuous monitoring method and system for production of massage shoes - Google Patents
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Abstract
According to the massage shoe production online continuous monitoring method and system provided by the embodiment of the application, when the massage shoe production online continuous monitoring method and system are applied, the obtained description information can be sorted to obtain sorting significance report description (rich report description) containing production equipment parameter data and derived production line operation content, the sorting significance report description contains more complete production line monitoring records and is more adaptive to the influence of production line task switching, and further updating operation is started aiming at the sorting significance report description to obtain a low-noise multi-state massage shoe production monitoring report. The embodiment of the application can ensure the report quality and the credibility of the production monitoring report by carrying out noise cleaning treatment on the production monitoring report of the multi-state massage shoe, so that the accuracy and the reliability of the online continuous monitoring of the production quality of the massage shoe can be ensured when the production monitoring report of the multi-state massage shoe is used for monitoring the production quality of the massage shoe.
Description
Technical Field
The application relates to the technical field of production monitoring of massage shoes, in particular to an online continuous monitoring method and system for production of the massage shoes.
Background
A massage shoe (massage shoes), also called as a sole massage shoe or a health massage shoe, which is a functional shoe with protruding massage keys on the sole. The massage shoes are mainly made of leather, plastic or cloth, and of course, part of the massage shoes can also be made of electronics, jade and the like as auxiliary manufacturing materials. At present, with the increase of social pressure, the audience population of the massage shoes is more and more, so that massage shoe manufacturers invest more resources and energy to produce the massage shoes. However, with the continuous expansion of the production line of the massage shoes, how to realize the effective monitoring of the production of the massage shoes is a technical problem which needs to be improved at present.
Disclosure of Invention
In order to solve the technical problems in the related art, the application provides an online continuous monitoring method and system for production of massage shoes.
In a first aspect, an embodiment of the present application provides an online continuous monitoring method for massage shoe production, which is applied to an online continuous monitoring system for massage shoe production, and the method at least includes: determining a multi-state massage shoe production monitoring report, wherein the multi-state massage shoe production monitoring report covers a first production monitoring report and a second production monitoring report which point to the same production activity event and are collected under the same production line task; acquiring a first significance report description of the multi-state massage shoe production monitoring report, first derivative report information of the multi-state massage shoe production monitoring report, and a second significance report description of a production monitoring report subject and a derivative production line subject of the multi-state massage shoe production monitoring report; enabling description arrangement operation on the multi-state massage shoe production monitoring report, the first significance report description, the first derivative report information and the second significance report description of the multi-state massage shoe production monitoring report to obtain an arrangement significance report description of the multi-state massage shoe production monitoring report; updating the sorted significance report description of the multi-state massage shoe production monitoring report to obtain a multi-state massage shoe production monitoring report for completing noise cleaning; and the multi-state massage shoe production monitoring report for completing noise cleaning is used for monitoring the production quality of the massage shoes.
Under some design ideas which can be independently implemented, the sorting significance report description of the multi-state massage shoe production monitoring report enables an updating operation to obtain the multi-state massage shoe production monitoring report which completes noise cleaning, and the method comprises the following steps: and sequentially starting redundancy removing operation on the arrangement significance report description of the multi-state massage shoe production monitoring report to obtain the multi-state massage shoe production monitoring report for completing noise cleaning.
Under some independently implementable design considerations, the obtaining a first saliency report description of the multi-state massage shoe production monitoring report includes: sequentially starting first description mining operation on the first production monitoring report and the second production monitoring report to obtain first transition significance report descriptions corresponding to the first production monitoring report and the second production monitoring report; sequentially starting second description mining operation on the first transition significance report description of the first production monitoring report and the first transition significance report description of the second production monitoring report to obtain global second transition significance report descriptions corresponding to the first production monitoring report and the second production monitoring report; and sequentially starting description adjustment operation on the second transition significance report description of each layer of the first production monitoring report and the second production monitoring report to obtain first significance report descriptions corresponding to the first production monitoring report and the second production monitoring report.
Under some design ideas which can be independently implemented, the sequentially starting a first description mining operation on a first production monitoring report and a second production monitoring report of the multi-state massage shoe production monitoring report to obtain a first transition significance report description corresponding to each of the first production monitoring report and the second production monitoring report includes: and sequentially starting redundancy removing operation on the first production monitoring report and the second production monitoring report respectively by means of a first set mining unit and a first description mining strategy to obtain first transition significance report descriptions corresponding to the first production monitoring report and the second production monitoring report respectively.
Under some design considerations that can be implemented independently, the sequentially starting a second description mining operation on the first transition saliency report description of the first production monitoring report and the second production monitoring report to obtain a second transition saliency report description of a global nature corresponding to each of the first production monitoring report and the second production monitoring report includes: and starting redundancy removal operation on the first transition significance report description of the first production monitoring report and the first transition significance report description of the second production monitoring report on the basis of a plurality of set different first expansion coefficients in sequence to obtain second transition significance report descriptions corresponding to the plurality of first expansion coefficients.
Under some design ideas which can be independently implemented, sequentially starting description adjustment operations on second transition significance report descriptions of respective layers of the first production monitoring report and the second production monitoring report to obtain first significance report descriptions corresponding to the first production monitoring report and the second production monitoring report, including: sequentially combining the second transition significance report descriptions of the plurality of layers of the first production monitoring report to obtain a first significance report combination description, and sequentially combining the second transition significance report descriptions of the plurality of layers of the second production monitoring report to obtain a second significance report combination description; enabling a deduplication operation for the first and second saliency report combination descriptions in turn; and enabling a splicing operation on the first transition saliency report description of the first production monitoring report and the first saliency report combination description after the description mining operation to obtain a first saliency report description of the first production monitoring report, and enabling a splicing operation on the first transition saliency report description of the second production monitoring report and the second saliency report combination description after the description mining operation to obtain a first saliency report description of the second production monitoring report.
Under some design ideas which can be independently implemented, acquiring first derived report information of the multi-state massage shoe production monitoring report, and sorting a production monitoring report theme of the multi-state massage shoe production monitoring report and a second significance report description of a derived production line theme, wherein the first derived report information comprises a first significant report description and a second significant report description; binding the first production monitoring report and the second production monitoring report to obtain an associated monitoring report; enabling at least one round of third description mining operation on the associated monitoring report to obtain a first transition derivative report description; executing fourth description mining operation on the first transition derivative report description to obtain second transition derivative report descriptions of a plurality of levels; and performing description adjustment operation on the second transition derivative production line theme and the first transition derivative report information, sequentially obtaining first derivative report information of the first production monitoring report and the second production monitoring report, and acquiring the second significance report description according to one round of third description mining operation.
Under some independently implementable design considerations, enabling not less than one round of third description mining operations on the associated monitoring report to obtain a first transition derivative report description comprises: enabling the associated monitoring report to be subjected to description mining operation not less than once by means of a second set mining unit and a second description mining strategy, and obtaining the first transition derivative report description.
Under some design ideas which can be independently implemented, the fourth description mining operation is performed on the first transition derivative report description to obtain several levels of second transition derivative report descriptions, including: and starting redundancy removing operation on the first transition derivative report description sequentially based on a plurality of set different second expansion coefficients to obtain second transition derivative report descriptions corresponding to the plurality of second expansion coefficients.
Under some independently implementable design considerations, said enabling a description sorting operation on said multi-state massage shoe production monitoring report, said first saliency report description, said first derivative report information, and said second saliency report description of said multi-state massage shoe production monitoring report, resulting in a sorted saliency report description of said multi-state massage shoe production monitoring report, comprises: enabling a verification operation on a second production monitoring report according to first derivative report information of a first production monitoring report in the multi-state massage shoe production monitoring report to obtain a first production monitoring report content set, and enabling a verification operation on the first production monitoring report according to first derivative report information of the second production monitoring report in the multi-state massage shoe production monitoring report to obtain a second production monitoring report content set; respectively obtaining transition arrangement description of each production monitoring report in the multi-state massage shoe production monitoring reports by combining a verification result and a content set corresponding to each production monitoring report in the multi-state massage shoe production monitoring reports; acquiring the derived description arrangement distribution of each production monitoring report of the multi-state massage shoe production monitoring reports according to the first derived report information and the second significance report description of each production monitoring report in the multi-state massage shoe production monitoring reports; obtaining a first significance report description of each production monitoring report in the multi-state massage shoe production monitoring reports according to a first significance report description of a first production monitoring report of each production monitoring report, a transitional arrangement significance report description of the first production monitoring report and a correlation condition of a derivative description arrangement distribution of the first production monitoring report;
the method for starting the verification operation on the second production monitoring report according to the first derivative report information of the first production monitoring report in the multi-state massage shoe production monitoring report to obtain the content set of the first production monitoring report, and starting the verification operation on the first production monitoring report according to the first derivative report information of the second production monitoring report in the multi-state massage shoe production monitoring report to obtain the content set of the second production monitoring report comprises the following steps: starting matching operation on a second production monitoring report by means of first derivative report information of a first production monitoring report in a multi-state massage shoe production monitoring report to obtain a verification result of the first production monitoring report, and starting matching operation on the first production monitoring report by means of first derivative report information of the second production monitoring report to obtain a verification result of the second production monitoring report; and sequentially obtaining the content sets of the first production monitoring report and the second production monitoring report according to the comparison result between each production monitoring report in the multi-state massage shoe production monitoring reports and the corresponding verification result.
Under some design ideas which can be independently implemented, in combination with the verification result and the content set corresponding to each production monitoring report in the multi-state massage shoe production monitoring reports, transition arrangement descriptions of each production monitoring report in the multi-state massage shoe production monitoring reports are respectively obtained, and the transition arrangement descriptions comprise: according to a first setting instruction, combining the verification result of the first production monitoring report and the content set of the first production monitoring report to obtain a transitional sorting significance report description of the first production monitoring report; and according to a second setting instruction, combining the verification result of the second production monitoring report and the content set of the second production monitoring report to obtain a transitional sorting significance report description of the second production monitoring report.
In a second aspect, the application further provides an online continuous monitoring system for the production of the massage shoes, which comprises a processor and a memory; the processor is connected with the memory in communication, and the processor is used for reading the computer program from the memory and executing the computer program to realize the method.
The embodiment of the application can determine the multi-state massage shoe production monitoring report as the raw material information, and the corresponding first significance report description is obtained by starting description mining operation on a first production monitoring report and a second production monitoring report in the multi-state massage shoe production monitoring reports in sequence, and can obtain the derived report information of the first production monitoring report and the second production monitoring report in the multi-state massage shoe production monitoring report, thus, the obtained description information can be collated to obtain the collated significance report description (rich report description) containing the production equipment parameter data and the derivative production line operation content, the arrangement significance report description contains more complete production line monitoring records, the influence on production line task switching is more adaptive, and further updating operation is started according to the arrangement significance report description to obtain a low-noise multi-state massage shoe production monitoring report. The embodiment of the application can ensure the report quality and the credibility of the production monitoring report by carrying out noise cleaning treatment on the production monitoring report of the multi-state massage shoe, so that the accuracy and the reliability of the online continuous monitoring of the production quality of the massage shoe can be ensured when the production monitoring report of the multi-state massage shoe is used for monitoring the production quality of the massage shoe.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and together with the description, serve to explain the principles of the application.
Fig. 1 is a schematic hardware structure diagram of an online continuous monitoring system for massage shoe production provided in an embodiment of the present application.
Fig. 2 is a schematic flow chart of an online continuous monitoring method for production of massage shoes provided by the embodiment of the application.
Fig. 3 is a schematic communication architecture diagram of an application environment of the massage shoe production online continuous monitoring method according to the embodiment of the present application.
Detailed Description
Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the present application, as detailed in the appended claims.
It should be noted that the terms "first," "second," and the like in the description and claims of this application and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order.
The method provided by the embodiment of the application can be executed in an online continuous monitoring system for the production of the massage shoes, computer equipment or similar operation devices. Taking the operation on the massage shoe production on-line continuous monitoring system as an example, fig. 1 is a hardware structure block diagram of the massage shoe production on-line continuous monitoring system implementing the massage shoe production on-line continuous monitoring method according to the embodiment of the present application. As shown in fig. 1, the online continuous monitoring system 10 for the production of massage shoes may include one or more processors 102 (only one is shown in fig. 1) (the processor 102 may include, but is not limited to, a processing device such as a microprocessor MCU or a programmable logic device FPGA, etc.) and a memory 104 for storing data, and optionally, the online continuous monitoring system for the production of massage shoes may further include a transmission device 106 for communication function. It will be understood by those skilled in the art that the structure shown in fig. 1 is only an illustration, and does not limit the structure of the on-line continuous monitoring system for the production of massage shoes. For example, the massage shoe production on-line continuous monitoring system 10 may also include more or fewer components than shown in FIG. 1, or have a different configuration than shown in FIG. 1.
The memory 104 can be used for storing computer programs, for example, software programs and modules of application software, such as a computer program corresponding to an online continuous monitoring method for massage shoe production in the embodiment of the present application, and the processor 102 executes various functional applications and data processing by running the computer program stored in the memory 104, thereby implementing the above-mentioned methods. The memory 104 may include high speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 may further include memory remotely located from the processor 102, which may be connected to the massage shoe production on-line continuous monitoring system 10 via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The transmission device 106 is used for receiving or transmitting data via a network. The above-described specific example of the network may include a wireless network provided by a communication provider of the massage shoe production on-line continuous monitoring system 10. In one example, the transmission device 106 includes a Network adapter (NIC), which can be connected to other Network devices through a base station so as to communicate with the internet. In one example, the transmission device 106 may be a Radio Frequency (RF) module, which is used for communicating with the internet in a wireless manner.
Based on this, please refer to fig. 2, fig. 2 is a schematic flow chart of an online continuous monitoring method for the production of massage shoes according to an embodiment of the present invention, the method is applied to an online continuous monitoring system for the production of massage shoes, and further includes the following technical solutions.
Step 201, determining a multi-state massage shoe production monitoring report.
In an embodiment of the application, the multi-state massage shoe production monitoring report covers a first production monitoring report and a second production monitoring report which are collected under the same production line task and point to the same production activity event. Wherein, the multi-state massage shoe production monitoring report can be understood as a multi-dimensional massage shoe production monitoring report, and the production activity events include but are not limited to sole reinforcement, shoe lace hole punching, massager embedding and the like. The production monitoring report may be a visual chart or a data text, and the embodiments of the present application are not limited. The production line task includes different types of production requirements, such as for children and for elderly people.
Step 202, obtaining a first significance report description of the multi-state massage shoe production monitoring report, first derivative report information of the multi-state massage shoe production monitoring report, and sorting a production monitoring report subject of the multi-state massage shoe production monitoring report and a second significance report description of a derivative production line subject.
In the embodiment of the present application, the description of the saliency report may be understood as feature information or a feature map, and the derived report information may be understood as a report associated with the multi-state massage shoe production monitoring report upstream and downstream of a production line, for example, monitoring report information corresponding to a production line for selecting a material for producing the massage shoes. Further, the second saliency report description is used for fusing a production monitoring report topic and a derivative production line topic of the multi-state massage shoe production monitoring report, and the production monitoring report topic and the derivative production line topic can be understood as key information, such as tag information or keyword information.
In some possible examples, the step 202 of obtaining the first saliency report description of the multi-state massage shoe production monitoring report may include the steps 2021-2023.
Step 2021, a first description mining operation is sequentially started on the first production monitoring report and the second production monitoring report, so as to obtain first transition significance report descriptions corresponding to the first production monitoring report and the second production monitoring report respectively.
Further, the step of sequentially starting a first description mining operation on the first production monitoring report and the second production monitoring report of the multi-state massage shoe production monitoring report in step 2021 to obtain the first transition significance report description corresponding to each of the first production monitoring report and the second production monitoring report may include the following steps: and sequentially starting redundancy removing operation on the first production monitoring report and the second production monitoring report respectively by means of a first set mining unit and a first description mining strategy to obtain first transition significance report descriptions corresponding to the first production monitoring report and the second production monitoring report respectively.
Step 2022, a second description mining operation is sequentially started on the first transition saliency report description of the first production monitoring report and the second production monitoring report, so as to obtain a global second transition saliency report description corresponding to each of the first production monitoring report and the second production monitoring report.
For this step 2022, sequentially enabling a second description mining operation on the first transition saliency report description of the first production monitoring report and the second production monitoring report to obtain a second transition saliency report description of the global nature corresponding to each of the first production monitoring report and the second production monitoring report, may include the following: and starting redundancy removal operation on the first transition significance report description of the first production monitoring report and the first transition significance report description of the second production monitoring report on the basis of a plurality of set different first expansion coefficients (hole coefficients) in sequence to obtain second transition significance report descriptions corresponding to the first expansion coefficients. In this way, the feature recognition of the second transition saliency report description can be ensured.
Step 2023, sequentially starting description adjustment operations on the second transition saliency report descriptions of each layer of the first production monitoring report and the second production monitoring report to obtain first saliency report descriptions corresponding to the first production monitoring report and the second production monitoring report respectively.
In step 2023, a description adjustment operation is sequentially enabled on the second transitional saliency report description of each layer of the first production monitoring report and the second production monitoring report to obtain a first saliency report description corresponding to each of the first production monitoring report and the second production monitoring report, which may include the following technical solutions described in steps 20231 to 20233.
Step 20231, sequentially combining the second transitional saliency report descriptions of the several levels of the first production monitoring report to obtain a first saliency report combination description, and sequentially combining the second transitional saliency report descriptions of the several levels of the second production monitoring report to obtain a second saliency report combination description.
Step 20232, sequentially enabling a deduplication operation on the first and second saliency report combination descriptions.
Step 20233 enables a stitching operation on the first transitional saliency report description of the first production monitoring report and the first saliency report combination description after the description mining operation to obtain a first saliency report description of the first production monitoring report, and enables a stitching operation on the first transitional saliency report description of the second production monitoring report and the second saliency report combination description after the description mining operation to obtain a first saliency report description of the second production monitoring report.
In this way, the quality and feature recognition of the first saliency report description may be ensured.
In the implementation of the application, the transition description can be understood as an intermediate description, the description mining can be understood as feature extraction, and the description adjustment can be understood as description residual processing, so that the completeness and the accuracy of the description of the first saliency report can be ensured.
It is understood that, in step 202, obtaining the first derived report information of the multi-state massage shoe production monitoring report, and collating the production monitoring report subject of the multi-state massage shoe production monitoring report and the second saliency report description of the derived production line subject may include the following: binding the first production monitoring report and the second production monitoring report to obtain an associated monitoring report; enabling at least one round of third description mining operation on the associated monitoring report to obtain a first transition derivative report description; executing a fourth description mining operation on the first transition derivative report description to obtain second transition derivative report descriptions of a plurality of levels; and performing description adjustment operation on the second transition derivative production line theme and the first transition derivative report information, sequentially obtaining first derivative report information of the first production monitoring report and the second production monitoring report, and acquiring the second significance report description according to one round of third description mining operation. So designed, the integrity of the second significance report description can be ensured.
Based on the above, enabling not less than one round of third description mining operation on the associated monitoring report to obtain the first transition derivative report description may include the following: enabling the associated monitoring report to be subjected to description mining operation not less than once by means of a second set mining unit and a second description mining strategy, and obtaining the first transition derivative report description.
On the basis of the above, the performing a fourth description mining operation on the first transition derivative report description to obtain several levels of second transition derivative report descriptions may include the following: and starting redundancy removing operation on the first transition derivative report description sequentially based on a plurality of set different second expansion coefficients to obtain second transition derivative report descriptions corresponding to the plurality of second expansion coefficients. In this way, by considering the expansion coefficient, the feature recognition degree of the second transition derived report description can be improved on the premise of ensuring the completeness of the second transition derived report description.
Step 203, enabling description arrangement operation on the multi-state massage shoe production monitoring report, the first significance report description, the first derivative report information and the second significance report description of the multi-state massage shoe production monitoring report to obtain an arrangement significance report description of the multi-state massage shoe production monitoring report; updating the sorted significance report description of the multi-state massage shoe production monitoring report to obtain a multi-state massage shoe production monitoring report for completing noise cleaning; and the multi-state massage shoe production monitoring report for completing noise cleaning is used for monitoring the production quality of the massage shoes.
In the embodiment of the application, description arrangement operation is enabled through the multi-state massage shoe production monitoring report, the first significance report description, the first derivative report information and the second significance report description of the multi-state massage shoe production monitoring report, the arrangement significance report description (fusion description) which is as rich as possible can be obtained, and then the quality optimization of the multi-state massage shoe production monitoring report can be realized through updating the arrangement significance report description, such as noise cleaning and redundancy removal, so that the multi-state massage shoe production monitoring report which completes noise cleaning can be directly used for massage shoe production quality monitoring, and the accuracy and the reliability of the massage shoe production quality monitoring can be guaranteed.
In some possible embodiments, the sorting significance report description of the multi-state massage shoe production monitoring report described in step 203 enables an updating operation to obtain a multi-state massage shoe production monitoring report that completes noise cleaning, which may include the following: and sequentially starting redundancy removing operation on the arrangement significance report description of the multi-state massage shoe production monitoring report to obtain the multi-state massage shoe production monitoring report for completing noise cleaning. The redundancy removal operation can be understood as information optimization or simplification.
For some possible embodiments, the step 203 may initiate a description sorting operation on the multi-state massage shoe production monitoring report, the first saliency report description, the first derivative report information, and the second saliency report description of the multi-state massage shoe production monitoring report to obtain a sorted saliency report description of the multi-state massage shoe production monitoring report, according to the technical solutions described in the following steps 2031 to 2034.
Step 2031, initiating a verification operation on a second production monitoring report according to first derivative report information of a first production monitoring report in the multi-state massage shoe production monitoring reports to obtain a first production monitoring report content set, and initiating a verification operation on the first production monitoring report according to first derivative report information of the second production monitoring report in the multi-state massage shoe production monitoring reports to obtain a second production monitoring report content set.
For some possible embodiments, the steps 2031 may include the following steps of obtaining the first production monitoring report content set by performing the checking operation on the second production monitoring report according to the first derivative report information of the first production monitoring report in the multi-state massage shoe production monitoring report, and obtaining the second production monitoring report content set by performing the checking operation on the first production monitoring report according to the first derivative report information of the second production monitoring report in the multi-state massage shoe production monitoring report: starting matching operation on a second production monitoring report by means of first derivative report information of a first production monitoring report in a multi-state massage shoe production monitoring report to obtain a verification result of the first production monitoring report, and starting matching operation on the first production monitoring report by means of first derivative report information of the second production monitoring report to obtain a verification result of the second production monitoring report; and sequentially obtaining the content sets of the first production monitoring report and the second production monitoring report according to the comparison result between each production monitoring report in the multi-state massage shoe production monitoring reports and the corresponding verification result. In this manner, the integrity of the content set of the second production monitoring report may be ensured.
Step 2032, combining the verification result and the content set corresponding to each production monitoring report in the multi-state massage shoe production monitoring reports to obtain transition arrangement description of each production monitoring report in the multi-state massage shoe production monitoring reports respectively.
In some possible embodiments, the step 2032 of obtaining the transitional arrangement description of each production monitoring report in the multi-state massage shoe production monitoring report respectively by combining the verification result and the content set corresponding to each production monitoring report in the multi-state massage shoe production monitoring report may include the technical solutions described in the steps 20321 and 20322.
Step 20321, according to a first setting instruction, combining the verification result of the first production monitoring report and the content set of the first production monitoring report to obtain a transitional clearing significance report description of the first production monitoring report.
Step 20322, according to a second setting instruction, combining the verification result of the second production monitoring report and the content set of the second production monitoring report to obtain a transitional clearing significance report description of the second production monitoring report.
In the embodiment of the application, different setting instructions can be set according to the verification results of different production monitoring reports, so that the completeness of the transitional arrangement description can be ensured.
Step 2033, obtaining the derived description arrangement distribution of each production monitoring report of the multi-state massage shoe production monitoring reports according to the first derived report information and the second significance report description of each production monitoring report of the multi-state massage shoe production monitoring reports.
Step 2034, sorting the relevance condition of the distribution according to the first saliency report description of the first production monitoring report, the transitional sorting saliency report description of the first production monitoring report, and the derivative description of the first production monitoring report of each production monitoring report in the multi-state massage shoe production monitoring reports, and correspondingly obtaining the sorting saliency report description of each production monitoring report.
The method is applied to the steps 2031 to 2034, and can realize the fusion of multi-dimensional information, thereby ensuring the richness of the significance report description.
The embodiment of the application can determine the multi-state massage shoe production monitoring report as the raw material information, and the corresponding first significance report description is obtained by starting description mining operation on a first production monitoring report and a second production monitoring report in the multi-state massage shoe production monitoring reports in sequence, and can obtain the derived report information of the first production monitoring report and the second production monitoring report in the multi-state massage shoe production monitoring report, thus, the obtained description information can be collated to obtain the collated significance report description (rich report description) containing the production equipment parameter data and the derivative production line operation content, the arrangement significance report description contains more complete production line monitoring records, the influence on production line task switching is more adaptive, and further updating operation is started according to the arrangement significance report description to obtain a low-noise multi-state massage shoe production monitoring report. The embodiment of the application can ensure the report quality and the credibility of the production monitoring report by carrying out noise cleaning treatment on the production monitoring report of the multi-state massage shoe, so that the accuracy and the reliability of the online continuous monitoring of the production quality of the massage shoe can be ensured when the production monitoring report of the multi-state massage shoe is used for monitoring the production quality of the massage shoe.
Based on the same or similar inventive concepts, an architecture schematic diagram of an application environment 30 of the massage shoe production online continuous monitoring method is also provided, the application environment includes a massage shoe production online continuous monitoring system 10 and an intelligent production device 20 which are communicated with each other, and the massage shoe production online continuous monitoring system 10 and the intelligent production device 20 implement or partially implement the technical scheme described in the above method embodiment when in operation.
Further, a readable storage medium is provided, on which a program is stored, which when executed by a processor implements the method described above.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus and method can be implemented in other ways. The apparatus and method embodiments described above are illustrative only, as the flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of apparatus, methods and computer program products according to various embodiments of the present application. 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 that 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 application may be integrated together to form an independent part, or each module may exist separately, or two or more modules may be integrated to form an independent part.
The functions, if implemented in the form of software functional modules and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a media service server 10, or a network device) to execute all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes. 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 an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims (7)
1. An on-line continuous monitoring method for production of massage shoes is characterized by being applied to an on-line continuous monitoring system for production of massage shoes, and the method at least comprises the following steps:
determining a multi-state massage shoe production monitoring report, wherein the multi-state massage shoe production monitoring report covers a first production monitoring report and a second production monitoring report which point to the same production activity event and are collected under the same production line task; acquiring a first significance report description of the multi-state massage shoe production monitoring report, first derivative report information of the multi-state massage shoe production monitoring report, and a second significance report description of a production monitoring report subject and a derivative production line subject of the multi-state massage shoe production monitoring report;
enabling description arrangement operation on the multi-state massage shoe production monitoring report, the first significance report description, the first derivative report information and the second significance report description of the multi-state massage shoe production monitoring report to obtain an arrangement significance report description of the multi-state massage shoe production monitoring report; updating the sorted significance report description of the multi-state massage shoe production monitoring report to obtain a multi-state massage shoe production monitoring report for completing noise cleaning; wherein, the monitoring report of the production of the multi-state massage shoes which finish the noise cleaning is used for monitoring the production quality of the massage shoes; the process of sorting out the significance report description of the multi-state massage shoe production monitoring report and starting updating operation to obtain the multi-state massage shoe production monitoring report for completing noise cleaning comprises the following steps: sequentially starting redundancy removing operation on the arrangement significance report description of the multi-state massage shoe production monitoring report to obtain the multi-state massage shoe production monitoring report which completes noise cleaning; the obtaining of the first significance report description of the multi-state massage shoe production monitoring report includes:
sequentially starting first description mining operation on the first production monitoring report and the second production monitoring report to obtain first transition significance report descriptions corresponding to the first production monitoring report and the second production monitoring report;
sequentially starting second description mining operation on the first transition significance report description of the first production monitoring report and the first transition significance report description of the second production monitoring report to obtain global second transition significance report descriptions corresponding to the first production monitoring report and the second production monitoring report;
sequentially starting description adjustment operation on second transition significance report descriptions of all layers of the first production monitoring report and the second production monitoring report to obtain first significance report descriptions corresponding to the first production monitoring report and the second production monitoring report;
wherein, to first production monitoring report and second production monitoring report of many state massage shoes production monitoring report start first description excavation operation in proper order, obtain first transition saliency report description that first production monitoring report and second production monitoring report respectively correspond, include: respectively starting redundancy removal operation on the first production monitoring report and the second production monitoring report in sequence by means of a first set mining unit and a first description mining strategy to obtain first transition significance report descriptions corresponding to the first production monitoring report and the second production monitoring report respectively;
wherein, the sequentially starting a second description mining operation on the first transition saliency report description of the first production monitoring report and the second production monitoring report to obtain a global second transition saliency report description corresponding to each of the first production monitoring report and the second production monitoring report includes: starting redundancy removal operation on the first transition significance report description of the first production monitoring report and the first transition significance report description of the second production monitoring report on the basis of a plurality of set first expansion coefficients with differences in sequence to obtain second transition significance report descriptions corresponding to the first expansion coefficients; acquiring first derived report information of the multi-state massage shoe production monitoring report, and sorting a production monitoring report subject of the multi-state massage shoe production monitoring report and a second significance report description of a derived production line subject, wherein the first derived report information comprises;
binding the first production monitoring report and the second production monitoring report to obtain an associated monitoring report;
enabling at least one round of third description mining operation on the associated monitoring report to obtain a first transition derivative report description; executing fourth description mining operation on the first transition derivative report description to obtain second transition derivative report descriptions of a plurality of levels;
and performing description adjustment operation on a second transition derivative production line theme and first transition derivative report information to sequentially obtain first derivative report information of the first production monitoring report and the second production monitoring report, and acquiring a second significance report description according to a third description mining operation of one of the first and second transition derivative production line themes.
2. The method of claim 1, wherein the sequentially enabling description adjustment operations for the second transitional saliency report descriptions of the respective layers of the first production monitoring report and the second production monitoring report to obtain the first saliency report description corresponding to each of the first production monitoring report and the second production monitoring report comprises:
sequentially combining the second transitional saliency report descriptions of the plurality of layers of the first production monitoring report to obtain a first saliency report combination description, and sequentially combining the second transitional saliency report descriptions of the plurality of layers of the second production monitoring report to obtain a second saliency report combination description;
enabling a deduplication operation for the first and second saliency report combination descriptions in turn;
and enabling a splicing operation on the first transition saliency report description of the first production monitoring report and the first saliency report combination description after the description mining operation to obtain a first saliency report description of the first production monitoring report, and enabling a splicing operation on the first transition saliency report description of the second production monitoring report and the second saliency report combination description after the description mining operation to obtain a first saliency report description of the second production monitoring report.
3. The method of claim 1, wherein enabling no less than one round of third description mining operations on the associated monitoring report results in a first transition derived report description, comprising:
enabling the associated monitoring report to be subjected to description mining operation not less than once by means of a second set mining unit and a second description mining strategy, and obtaining the first transition derivative report description.
4. The method of claim 1, wherein performing a fourth description mining operation on the first transitional derivative report description to obtain several levels of second transitional derivative report descriptions comprises:
and starting redundancy removing operation on the first transition derivative report description sequentially based on a plurality of set different second expansion coefficients to obtain second transition derivative report descriptions corresponding to the plurality of second expansion coefficients.
5. The method of claim 1, wherein said enabling a description collation operation on said multi-state massage shoe production monitoring report, said first saliency report description, said first derived report information, and said second saliency report description of said multi-state massage shoe production monitoring report results in a collated saliency report description of said multi-state massage shoe production monitoring report comprising:
enabling a verification operation on a second production monitoring report according to first derivative report information of a first production monitoring report in the multi-state massage shoe production monitoring report to obtain a first production monitoring report content set, and enabling a verification operation on the first production monitoring report according to first derivative report information of the second production monitoring report in the multi-state massage shoe production monitoring report to obtain a second production monitoring report content set;
respectively obtaining transition arrangement description of each production monitoring report in the multi-state massage shoe production monitoring report by combining a verification result and a content set corresponding to each production monitoring report in the multi-state massage shoe production monitoring report;
acquiring the derived description arrangement distribution of each production monitoring report of the multi-state massage shoe production monitoring reports according to the first derived report information and the second significance report description of each production monitoring report in the multi-state massage shoe production monitoring reports;
obtaining a first significance report description of each production monitoring report in the multi-state massage shoe production monitoring reports according to a first significance report description of a first production monitoring report of each production monitoring report, a transitional arrangement significance report description of the first production monitoring report and a correlation condition of a derivative description arrangement distribution of the first production monitoring report;
the method for starting the verification operation on the second production monitoring report according to the first derivative report information of the first production monitoring report in the multi-state massage shoe production monitoring report to obtain the content set of the first production monitoring report, and starting the verification operation on the first production monitoring report according to the first derivative report information of the second production monitoring report in the multi-state massage shoe production monitoring report to obtain the content set of the second production monitoring report comprises the following steps:
starting matching operation on a second production monitoring report by means of first derivative report information of a first production monitoring report in a multi-state massage shoe production monitoring report to obtain a verification result of the first production monitoring report, and starting matching operation on the first production monitoring report by means of first derivative report information of the second production monitoring report to obtain a verification result of the second production monitoring report;
and sequentially obtaining the content sets of the first production monitoring report and the second production monitoring report according to the comparison result between each production monitoring report in the multi-state massage shoe production monitoring reports and the corresponding verification result.
6. The method according to claim 5, wherein the obtaining of the transitional arrangement description of each production monitoring report in the multi-state massage shoe production monitoring report in combination with the verification result and the content set corresponding to each production monitoring report in the multi-state massage shoe production monitoring report comprises:
according to a first setting instruction, combining the verification result of the first production monitoring report and the content set of the first production monitoring report to obtain a transitional sorting significance report description of the first production monitoring report;
and according to a second setting instruction, combining the verification result of the second production monitoring report and the content set of the second production monitoring report to obtain a transitional sorting significance report description of the second production monitoring report.
7. An online continuous monitoring system for production of massage shoes is characterized by comprising a processor and a memory; the processor is connected in communication with the memory, and the processor is configured to read the computer program from the memory and execute the computer program to implement the method of any one of claims 1 to 6.
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