Intelligent processing and analyzing method and system for intelligently manufacturing preview picture

Abstract

The invention discloses an intelligent processing analysis method and system for an intelligent manufacturing preview picture, and belongs to the technical field of intelligent manufacturing. The method and the device are used for solving the technical problems that in an existing scheme, dynamic optimization management cannot be carried out on preview prompts of different preview items in a self-adaptive mode, and dynamic optimization management cannot be carried out on preview prompt positions of the different preview items. Preview prompt data corresponding to a plurality of existing preview items in an intelligent manufacturing preview picture are supervised and analyzed, preview prompt states corresponding to different preview items are determined and digitalized, and data processing and integrated analysis in different aspects are carried out on overall preview prompt states corresponding to different target preview items. And obtaining preview implementation states of all the preview items corresponding to the intelligent manufacturing preview picture, and performing dynamic optimization management on subsequent preview prompt positions of all the preview items corresponding to the intelligent manufacturing preview picture according to the overall abnormity of the preview implementation states obtained through analysis.

Description

Technical Field

[0001] The present invention relates to the field of intelligent manufacturing technology, and in particular to an intelligent processing and analysis method and system for an intelligent manufacturing preview screen. Background Art

[0002] The smart manufacturing preview screen usually refers to the real-time monitoring screen formed by data collected by various sensors, cameras, industrial Internet and other technologies in a smart factory or smart production line; this screen can display the operating status of the production line, the working conditions of the machine, product quality inspection results, logistics information and other content, providing decision-making support for managers.

[0003] When the existing intelligent manufacturing preview screen processing solution is implemented, it is unable to supervise and analyze the preview prompt effects of different preview items in the intelligent manufacturing preview screen from different aspects, and it is unable to perform different optimization management methods according to the preview prompt status of different preview items in the obtained manufacturing preview screen. There is a problem that it is unable to adaptively and dynamically optimize the preview prompt implementation of different preview items, and dynamically optimize the preview prompt positions of different preview items. Summary of the invention

[0004] The purpose of the present invention is to provide a method and system for intelligent processing and analysis of intelligent manufacturing preview screens, which is used to solve the technical problems in existing solutions that the preview prompts of different preview items cannot be adaptively and dynamically optimized and managed, as well as the preview prompt positions of different preview items.

[0005] The purpose of the present invention can be achieved through the following technical solutions:

[0006] An intelligent processing and analysis method for an intelligent manufacturing preview screen, comprising:

[0007] Monitor and analyze the preview prompt data corresponding to several existing preview items in the smart manufacturing preview screen, determine the preview prompt status corresponding to different preview items and perform digital processing;

[0008] Perform different aspects of data processing and integrated analysis on the overall preview prompt status corresponding to different target preview items to obtain the preview implementation status of all preview items corresponding to the intelligent manufacturing preview screen;

[0009] According to the preview implementation status obtained through analysis, targeted preview optimization management is performed on the subsequent preview prompts of all preview items corresponding to the smart manufacturing preview screen;

[0010] Based on the overall abnormality of the preview implementation status obtained through analysis, the subsequent preview prompt positions of all preview items corresponding to the smart manufacturing preview screen are dynamically optimized and managed.

[0011] Preferably, all preview items that are actively previewed in the smart manufacturing preview screen are obtained and marked as target preview items, and all preview items that are not actively previewed in the smart manufacturing preview screen are obtained and marked as regular preview items;

[0012] And, obtaining active prompt timestamps corresponding to all active preview prompts corresponding to different target preview items, and preview prompt confirmation timestamps associated with different active prompt timestamps;

[0013] Different active prompt timestamps of different target preview items and their associated preview prompt confirmation timestamps are sorted and combined to obtain preview prompt supervision sequences corresponding to different target preview items.

[0014] Preferably, when data processing is performed on preview prompt supervision sequences corresponding to different target preview items, the processing reaction time differences between different preview prompt confirmation timestamps and corresponding active prompt timestamps in the preview prompt supervision sequence are calculated in sequence, and all the processing reaction time differences obtained by processing are sorted and combined in the order of preview prompt time to obtain the preview prompt processing sequence corresponding to the target preview item;

[0015] When analyzing the preview prompt processing sequence to determine the preview prompt status corresponding to the target preview item, the formula Calculate and obtain the preview prompt status value ZT corresponding to the target preview item; where NZ and NY are the total number of valid preview prompts and the total number of invalid preview prompts corresponding to the target preview item respectively; β is the calculation correction factor, and its value range is (1, 4); TB is the standard value of the preview prompt status corresponding to the target preview item; max() means obtaining the maximum value of two real numbers.

[0016] Preferably, if the preview prompt state value is TB, it indicates that the preview prompt state corresponding to the target preview item is abnormal, and the preview item is associated with a preview prompt state identifier with a value of 1;

[0017] If the preview prompt state value is not TB, the preview prompt state corresponding to the target preview item is indicated to be normal, and the preview item is associated with a preview prompt state identifier with a value of 0;

[0018] The preview prompt status identifiers obtained by processing corresponding to different target preview items are sorted and combined to obtain a preview prompt status processing sequence corresponding to the intelligent manufacturing preview screen.

[0019] Preferably, the steps of obtaining the total number of valid preview prompts and the total number of invalid preview prompts include:

[0020] The processing reaction time difference in the preview prompt processing sequence is sequentially calculated by the formula Calculate and obtain the single preview prompt validity XDi corresponding to different preview prompts; where i is the different preview prompts corresponding to the target preview item; TCi is the processing reaction time difference of the target preview item corresponding to different preview prompts; TC0 is the standard processing reaction time difference of the target preview item corresponding to the preview prompt; [x] is the rounding function, which means obtaining the maximum integer that does not exceed the real number x;

[0021] Mark the preview prompts to which the single preview prompt validity has a value of 0 as preview prompt valid, and mark the preview prompts to which the single preview prompt validity has a value other than 0 as preview prompt invalid;

[0022] All valid preview prompts and invalid preview prompts are summed up respectively to obtain the total number of valid preview prompts and the total number of invalid preview prompts.

[0023] Preferably, when the preview prompt processing data is processed for the smart manufacturing preview screen, the preview prompt state processing sequence corresponding to the smart manufacturing preview screen is traversed, and the total number of normal preview prompts SZ with a value of 0 and the total number of abnormal preview prompts SY with a value of 1 are counted respectively, and the total number of normal preview prompts and the total number of abnormal preview prompts SY are calculated by the formula Calculate and obtain the first preview implementation validity YX1 corresponding to the intelligent manufacturing preview screen; where A is the first preview implementation standard value;

[0024] When processing the preview prompt coverage data for the smart manufacturing preview screen, the target total number NM of the target preview items and the regular total number NC of the regular preview items are counted respectively, and the formula Calculate and obtain the second preview implementation validity YX2 corresponding to the intelligent manufacturing preview screen; where B is the second preview implementation standard value.

[0025] Preferably, the first preview implementation validity and the second preview implementation validity obtained by calculation are input into the preview implementation recognition model for data analysis, and the preview implementation status identification BS of all preview items corresponding to the smart manufacturing preview screen is output;

[0026] Among them, the expression of preview implementation recognition model is:

[0027] The preview implementation status flag contains a value of -1, 0, or 1;

[0028] According to the preview implementation status identifier with a value of -1, 0 or 1, it is respectively indicated that the preview implementation status of all preview items in the smart manufacturing preview screen is normal, the preview implementation status is partially abnormal, or the preview implementation status is entirely abnormal.

[0029] Preferably, the preview prompts corresponding to all preview items on the smart manufacturing preview screen are maintained normally according to the preview implementation status obtained through analysis;

[0030] According to the partial abnormalities of the preview implementation status obtained through analysis, the preview prompts of all preview items corresponding to the smart manufacturing preview screen are partially optimized and managed;

[0031] Based on the overall abnormality of the preview implementation status obtained through analysis, the preview prompts of all preview items corresponding to the smart manufacturing preview screen are comprehensively optimized and managed.

[0032] Preferably, according to the overall abnormality of the preview implementation state obtained by analysis, the target preview items to which the preview prompt state identifiers with a value of 1 belong are marked as selected preview items, and the selected display coordinates corresponding to different selected preview items and their corresponding selected display weights are obtained;

[0033] Arrange all selected preview items in descending order according to the corresponding preview prompt status processing values ​​of different selected preview items;

[0034] And, obtaining the display coordinates corresponding to all regular preview items and their corresponding regular display weights, and arranging all regular preview items in descending order according to the size of the regular display weights;

[0035] The selected display weights corresponding to the different selected preview items in descending order are compared and judged with the regular display weights in descending order;

[0036] According to the judgment result, the preview prompt position of the selected preview item belonging to the selected display weight is not optimized or the preview prompt position of the selected preview item belonging to the selected display weight is swapped with the regular preview item belonging to the first regular display weight.

[0037] An intelligent processing and analysis system for intelligent manufacturing preview images, comprising:

[0038] A preview item preview prompt status supervision and processing module is used to supervise and analyze the preview prompt data corresponding to several existing preview items in the intelligent manufacturing preview screen, determine the preview prompt status corresponding to different preview items and perform digital processing;

[0039] The preview item preview implementation status supervision processing module is used to perform different aspects of data processing and integrated analysis on the overall preview prompt status corresponding to different target preview items, and obtain the preview implementation status of all preview items corresponding to the intelligent manufacturing preview screen;

[0040] The preview item preview prompt implementation optimization management module is used to perform targeted preview optimization management on the subsequent preview prompt implementation of all preview items corresponding to the smart manufacturing preview screen according to the preview implementation status obtained through analysis;

[0041] The preview item preview prompt position optimization management module is used to dynamically optimize the subsequent preview prompt positions of all preview items corresponding to the intelligent manufacturing preview screen according to the overall abnormality of the preview implementation status obtained through analysis.

[0042] Compared with the existing solutions, the present invention achieves the following beneficial effects:

[0043] The present invention monitors and analyzes the preview prompt data corresponding to several existing preview items in the intelligent manufacturing preview screen, determines the preview prompt states corresponding to different preview items and performs digital processing, thereby realizing targeted preview supervision, analysis and processing of different preview items in the intelligent manufacturing preview screen. While obtaining the preview prompt states corresponding to different preview items, reliable multi-dimensional preview supervision and processing data support can be provided for the subsequent preview implementation status processing and analysis of all preview items corresponding to the intelligent manufacturing preview screen.

[0044] The present invention obtains the preview implementation status of all preview items corresponding to the intelligent manufacturing preview screen by performing different aspects of data processing and integrated analysis on the overall preview prompt status corresponding to different target preview items, realizes the extended calculation of the preview prompt effect data of different target preview items in the early stage, and can also provide reliable analysis data support for the subsequent targeted preview optimization management of preview prompts of all preview items in the intelligent manufacturing preview screen, thereby improving the data processing and analysis effect of the intelligent manufacturing preview screen in preview prompt processing.

[0045] The present invention performs targeted preview optimization management on the subsequent preview prompt implementation of all preview items corresponding to the intelligent manufacturing preview screen according to the preview implementation status obtained through analysis, thereby improving the overall operation autonomous supervision and analysis effect and autonomous optimization management effect of all preview items corresponding to the intelligent manufacturing preview screen.

[0046] The present invention dynamically optimizes and manages the subsequent preview prompt positions of all preview items corresponding to the intelligent manufacturing preview screen according to the overall abnormality of the preview implementation status obtained by analysis, thereby realizing targeted optimization management of the preview prompt implementation effects corresponding to different preview items in the intelligent manufacturing preview screen, and improving the adaptability and autonomous dynamic optimization management effect of the preview prompt implementation corresponding to different preview items. BRIEF DESCRIPTION OF THE DRAWINGS

[0047] The present invention will be further described below in conjunction with the accompanying drawings.

[0048] Figure 1 The present invention is a flowchart of an intelligent processing and analysis method for an intelligent manufacturing preview screen.

[0049] Figure 2 A flowchart of the steps of digitally processing the preview prompt states corresponding to different preview items in the present invention.

[0050] Figure 3 This is a flowchart of the steps of performing data analysis on the preview prompt positions of all preview items in the present invention.

[0051] Figure 4 This is a module block diagram of an intelligent processing and analysis system for an intelligent manufacturing preview screen in the present invention. DETAILED DESCRIPTION

[0052] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0053] Example 1: Figure 1 As shown, the present invention is a method for intelligent processing and analysis of intelligent manufacturing preview images, comprising:

[0054] Supervise and analyze the preview prompt data corresponding to several existing preview items in the intelligent manufacturing preview screen, determine the preview prompt status corresponding to different preview items and perform digital processing; including:

[0055] Obtain all preview items that are actively previewed in the smart manufacturing preview screen and mark them as target preview items, and obtain all preview items that are not actively previewed in the smart manufacturing preview screen and mark them as regular preview items;

[0056] Among them, the smart manufacturing preview screen includes several preview items, and the specific contents of the preview items are customized according to the actual smart manufacturing products and actual application requirements;

[0057] In addition, the target preview items are preview items for autonomous manufacturing abnormality reminders, and different preview items are pre-associated with a corresponding responsible staff member;

[0058] And, obtain the active prompt timestamps corresponding to all active preview prompts corresponding to different target preview items, and the preview prompt confirmation timestamps associated with different active prompt timestamps; the units of different timestamps are accurate to seconds; the preview prompt confirmation timestamp is obtained by the staff responsible for the target preview item to which the active preview prompt belongs by clicking to confirm;

[0059] Sort and combine different active prompt timestamps of different target preview items and their associated preview prompt confirmation timestamps to obtain preview prompt supervision sequences corresponding to different target preview items;

[0060] When processing the preview prompt supervision sequence corresponding to different target preview items, the processing reaction time differences between different preview prompt confirmation timestamps and corresponding active prompt timestamps in the preview prompt supervision sequence are calculated in sequence, and all the processing reaction time differences obtained by processing are sorted and combined according to the preview prompt time sequence to obtain the preview prompt processing sequence corresponding to the target preview item;

[0061] It should be noted that by monitoring, counting and processing the active preview prompt data and preview prompt confirmation data corresponding to different target preview items, the preview prompt processing sequences corresponding to different target preview items can be obtained, which can provide reliable multi-dimensional preview prompt supervision data support for subsequent data analysis of different aspects corresponding to different target preview items;

[0062] When analyzing the preview prompt processing sequence to determine the preview prompt status corresponding to the target preview item, the formula Calculate and obtain the preview prompt status value ZT corresponding to the target preview item; where NZ and NY are the total number of valid preview prompts and the total number of invalid preview prompts corresponding to the target preview item respectively; β is the calculation correction factor, the value range is (1, 4), and the specific value can be 1.2815; TB is the preview prompt status standard value corresponding to the target preview item, which can be determined according to the design requirement data corresponding to the target preview item, or according to the previous test data corresponding to the target preview item; max() means obtaining the maximum value of two real numbers;

[0063] The preview prompt state value is used to process and calculate the preview prompt data and preview prompt effect data corresponding to the target preview item to digitally represent the corresponding preview prompt state;

[0064] The steps for obtaining the total number of valid preview prompts and the total number of invalid preview prompts include:

[0065] The processing reaction time difference in the preview prompt processing sequence is sequentially calculated by the formula Calculate and obtain the single preview prompt validity XDi corresponding to different preview prompts; where i is the different preview prompts corresponding to the target preview item; TCi is the processing reaction time difference of the target preview item corresponding to different preview prompts; TC0 is the processing reaction standard time difference of the target preview item corresponding to the preview prompt, which is determined according to the preview screen design requirement data corresponding to the target preview item, and can also be determined according to the previous test data corresponding to the target preview item; [x] is a rounding function, which means obtaining the maximum integer that does not exceed the real number x;

[0066] Single preview prompt validity is used to calculate the monitoring data of the single preview prompt of the target preview item to digitally represent the corresponding single preview prompt effect;

[0067] The preview prompts to which the single preview prompt validity value is 0 are marked as preview prompt valid, and the preview prompts to which the single preview prompt validity value is non-0 are marked as preview prompt invalid; the preview prompt invalid indicates that the preview prompt of the target preview item does not meet the corresponding preview prompt supervision requirements;

[0068] Sum up all the valid preview prompts and invalid preview prompts respectively to obtain the total number of valid preview prompts and the total number of invalid preview prompts;

[0069] like Figure 2 As shown, if the preview prompt state value is TB, it means that the preview prompt state corresponding to the target preview item is abnormal, and the preview item is associated with a preview prompt state identifier with a value of 1;

[0070] If the preview prompt state value is not TB, the preview prompt state corresponding to the target preview item is indicated to be normal, and the preview item is associated with a preview prompt state identifier with a value of 0;

[0071] The preview prompt status identifiers obtained by processing corresponding to different target preview items are sorted and combined to obtain a preview prompt status processing sequence corresponding to the intelligent manufacturing preview screen;

[0072] In the embodiment of the present invention, by supervising and analyzing the preview prompt data corresponding to several existing preview items in the intelligent manufacturing preview screen, the preview prompt states corresponding to different preview items are determined and digitally processed, thereby realizing targeted preview supervision, analysis and processing of different preview items in the intelligent manufacturing preview screen. While obtaining the preview prompt states corresponding to different preview items, reliable multi-dimensional preview supervision and processing data support can be provided for the subsequent preview implementation status processing and analysis of all preview items corresponding to the intelligent manufacturing preview screen.

[0073] Perform different aspects of data processing and integrated analysis on the overall preview prompt status corresponding to different target preview items to obtain the preview implementation status of all preview items corresponding to the intelligent manufacturing preview screen; including:

[0074] Among them, different target preview items correspond to different aspects of data processing of the overall preview prompt status, including data processing of preview prompt processing and preview prompt coverage;

[0075] When processing the preview prompt data of the smart manufacturing preview screen, the preview prompt status processing sequence corresponding to the smart manufacturing preview screen is traversed, and the total number of normal preview prompts SZ with a value of 0 and the total number of abnormal preview prompts SY with a value of 1 are counted respectively, and the total number of normal preview prompts and the total number of abnormal preview prompts are calculated by the formula Calculate and obtain the first preview implementation validity YX1 corresponding to the intelligent manufacturing preview screen; where A is the first preview implementation standard value, which is determined according to the design requirement data corresponding to the intelligent manufacturing preview screen, or can be determined according to the early test data corresponding to the intelligent manufacturing preview screen;

[0076] When processing the preview prompt coverage data for the smart manufacturing preview screen, the target total number NM of the target preview items and the regular total number NC of the regular preview items are counted respectively, and the formula Calculate and obtain the second preview implementation validity YX2 corresponding to the intelligent manufacturing preview screen; where B is the second preview implementation standard value, which is determined according to the design requirement data corresponding to the intelligent manufacturing preview screen, or can be determined according to the early test data corresponding to the intelligent manufacturing preview screen;

[0077] Among them, the first preview implementation validity and the second preview implementation validity are used to calculate all preview implementation data of the intelligent manufacturing preview screen from different aspects to digitally represent the preview implementation effect of the intelligent manufacturing preview screen;

[0078] It should be noted that, unlike the existing technical solutions which only process and analyze the preview implementation effect of the intelligent manufacturing preview screen from a single aspect, there are defects in the reliability and comprehensiveness of the analysis;

[0079] The first preview implementation validity and the second preview implementation validity obtained by calculation are input into the preview implementation identification model for data analysis, and the preview implementation status identification BS of all preview items corresponding to the intelligent manufacturing preview screen is output;

[0080] Among them, the expression of preview implementation recognition model is:

[0081] The preview implementation status flag contains a value of -1, 0, or 1;

[0082] According to the preview implementation status identifier with a value of -1, 0 or 1, it is respectively indicated that the preview implementation status of all preview items in the smart manufacturing preview screen is normal, the preview implementation status is partially abnormal or the preview implementation status is entirely abnormal;

[0083] In the embodiment of the present invention, by performing different aspects of data processing and integrated analysis on the overall preview prompt status corresponding to different target preview items, the preview implementation status of all preview items corresponding to the intelligent manufacturing preview screen is obtained, and the extended calculation of the preview prompt effect data of different target preview items in the early stage is realized. Reliable analysis data support can also be provided for the subsequent targeted preview optimization management of preview prompts of all preview items in the intelligent manufacturing preview screen, thereby improving the data processing and analysis effect of the intelligent manufacturing preview screen in preview prompt processing.

[0084] According to the preview implementation status obtained through analysis, targeted preview optimization management is performed on the subsequent preview prompts of all preview items corresponding to the smart manufacturing preview screen; including:

[0085] Maintain the preview prompts of all preview items on the smart manufacturing preview screen normally according to the preview implementation status obtained through analysis;

[0086] According to the partial abnormalities of the preview implementation status obtained through analysis, partial optimization management is performed on the preview prompts of all preview items corresponding to the smart manufacturing preview screen; partial optimization management includes optimization and upgrading of corresponding design parameters in the preview items themselves or in the processing of staff;

[0087] According to the overall abnormality of the preview implementation status obtained through analysis, the preview prompts of all preview items in the intelligent manufacturing preview screen are optimized and managed as a whole; the overall optimization management includes the optimization and upgrading of corresponding design parameters in both the preview items themselves and the staff processing;

[0088] In an embodiment of the present invention, targeted preview optimization management is performed on the subsequent preview prompts corresponding to all preview items on the smart manufacturing preview screen according to the preview implementation status obtained through analysis, thereby improving the overall autonomous supervision and analysis effect and autonomous optimization management effect of all preview items on the smart manufacturing preview screen.

[0089] According to the overall abnormality of the preview implementation status obtained by analysis, the subsequent preview prompt positions of all preview items corresponding to the intelligent manufacturing preview screen are dynamically optimized and managed; including:

[0090] According to the overall abnormality of the preview implementation status obtained by analysis, the target preview items to which all preview prompt status identifiers with a value of 1 belong are marked as selected preview items, and the selected display coordinates corresponding to different selected preview items and their corresponding selected display weights are obtained;

[0091] The selected display coordinates are obtained according to the display coordinate system pre-constructed in the smart manufacturing preview screen, and the coordinate axes and coordinate spacing corresponding to the display coordinate system are determined according to the specific size of the smart manufacturing preview screen;

[0092] In addition, each preview item in the intelligent manufacturing screen is pre-set with a corresponding selected display weight, which is used to digitally represent the preview importance of different preview items. The specific value of the selected display weight corresponding to different preview items can be determined by the total number of historical active preview prompts of the corresponding preview item and the operating experience of the staff;

[0093] Arrange all selected preview items in descending order according to the size of the corresponding preview prompt status processing value of the different selected preview items. The different selected preview items are processed according to the corresponding preview prompt status processing value through the formula Calculated;

[0094] And, obtaining the display coordinates corresponding to all regular preview items and their corresponding regular display weights, and arranging all regular preview items in descending order according to the size of the regular display weights;

[0095] like Figure 3 As shown, the selected display weights corresponding to the different selected preview items in descending order are compared with the regular display weights in descending order in turn;

[0096] If the selected display weight is greater than or equal to the first regular display weight, the preview prompt position of the selected preview item to which the selected display weight belongs will not be optimized;

[0097] If the selected display weight is less than the first regular display weight, the preview prompt position of the selected preview item to which the selected display weight belongs is swapped with the regular preview item to which the first regular display weight belongs;

[0098] The data of the regular display weight and the descending position of the swapped regular preview items are updated, and the above comparison, judgment and data update are repeated for the selected display weight of the next selected preview item.

[0099] In an embodiment of the present invention, the subsequent preview prompt positions of all preview items corresponding to the intelligent manufacturing preview screen are dynamically optimized and managed according to the overall abnormality of the preview implementation status obtained through analysis, thereby realizing targeted optimization management of the preview prompt implementation effects corresponding to different preview items in the intelligent manufacturing preview screen, and improving the adaptability and autonomous dynamic optimization management effect of the preview prompt implementation corresponding to different preview items.

[0100] Example 2: Figure 4 As shown, a smart manufacturing preview screen intelligent processing and analysis system includes:

[0101] A preview item preview prompt status supervision and processing module is used to supervise and analyze the preview prompt data corresponding to several existing preview items in the intelligent manufacturing preview screen, determine the preview prompt status corresponding to different preview items and perform digital processing;

[0102] The preview item preview implementation status supervision processing module is used to perform different aspects of data processing and integrated analysis on the overall preview prompt status corresponding to different target preview items, and obtain the preview implementation status of all preview items corresponding to the intelligent manufacturing preview screen;

[0103] The preview item preview prompt implementation optimization management module is used to perform targeted preview optimization management on the subsequent preview prompt implementation of all preview items corresponding to the smart manufacturing preview screen according to the preview implementation status obtained through analysis;

[0104] The preview item preview prompt position optimization management module is used to dynamically optimize the subsequent preview prompt positions of all preview items corresponding to the intelligent manufacturing preview screen according to the overall abnormality of the preview implementation status obtained through analysis.

[0105] In addition, the formulas involved in the above are all dimensionless and numerical calculations. They are a formula that is closest to the actual situation obtained by collecting a large amount of data and simulating it with simulation software.

[0106] In the several embodiments provided by the present invention, it should be understood that the disclosed system can be implemented in other ways. For example, the above-described embodiments of the invention are only illustrative, for example, the division of modules is only a logical function division, and there may be other division methods in actual implementation.

[0107] The modules described as separate components may or may not be physically separated, and the components shown as modules may or may not be physical modules, and may be located in one place or distributed on multiple network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0108] In addition, each functional module in each embodiment of the present invention may be integrated into one processing module, or each module may exist physically separately, or two or more modules may be integrated into one module. The above-mentioned integrated module may be implemented in the form of hardware or in the form of hardware plus software functional modules.

[0109] It is obvious to a person skilled in the art that the present invention is not limited to the details of the exemplary embodiments described above, and that the present invention can be implemented in other specific forms without departing from the essential characteristics of the present invention.

[0110] Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the preferred embodiments, those skilled in the art should understand that the technical solution of the present invention can be modified or replaced by equivalents without departing from the spirit and scope of the technical solution of the present invention.

Claims

1. A method for intelligent processing and analysis of intelligent manufacturing preview images, characterized in that: include: Monitor and analyze the preview prompt data corresponding to several existing preview items in the smart manufacturing preview screen, determine the preview prompt status corresponding to different preview items and perform digital processing; Perform different aspects of data processing and integrated analysis on the overall preview prompt status corresponding to different target preview items to obtain the preview implementation status of all preview items corresponding to the intelligent manufacturing preview screen; According to the preview implementation status obtained through analysis, targeted preview optimization management is performed on the subsequent preview prompts of all preview items corresponding to the smart manufacturing preview screen; Based on the overall abnormality of the preview implementation status obtained through analysis, the subsequent preview prompt positions of all preview items corresponding to the smart manufacturing preview screen are dynamically optimized and managed.

2. According to claim 1, a method for intelligent processing and analysis of intelligent manufacturing preview screen is characterized in that: Obtain all preview items that are actively previewed in the smart manufacturing preview screen and mark them as target preview items, and obtain all preview items that are not actively previewed in the smart manufacturing preview screen and mark them as regular preview items; And, obtaining active prompt timestamps corresponding to all active preview prompts corresponding to different target preview items, and preview prompt confirmation timestamps associated with different active prompt timestamps; Different active prompt timestamps of different target preview items and their associated preview prompt confirmation timestamps are sorted and combined to obtain preview prompt supervision sequences corresponding to different target preview items.

3. According to claim 2, a method for intelligent processing and analysis of intelligent manufacturing preview screen is characterized in that: When processing the preview prompt supervision sequence corresponding to different target preview items, the processing reaction time differences between different preview prompt confirmation timestamps and corresponding active prompt timestamps in the preview prompt supervision sequence are calculated in sequence, and all the processing reaction time differences obtained by processing are sorted and combined according to the preview prompt time sequence to obtain the preview prompt processing sequence corresponding to the target preview item; When analyzing the preview prompt processing sequence to determine the preview prompt status corresponding to the target preview item, the formula TB) calculating and obtaining a preview prompt state value ZT corresponding to the target preview item; Where NZ and NY are the total number of valid preview prompts and the total number of invalid preview prompts corresponding to the target preview item, respectively; β is the calculation correction factor, and its value range is (1, 4); TB is the standard value of the preview prompt state corresponding to the target preview item; max() means obtaining the maximum value of two real numbers.

4. According to claim 3, a method for intelligent processing and analysis of intelligent manufacturing preview screen is characterized in that: If the preview prompt status value is TB, it means that the preview prompt status corresponding to the target preview item is abnormal, and the preview item is associated with a preview prompt status flag with a value of 1; If the preview prompt state value is not TB, the preview prompt state corresponding to the target preview item is indicated to be normal, and the preview item is associated with a preview prompt state identifier with a value of 0; The preview prompt status identifiers obtained by processing corresponding to different target preview items are sorted and combined to obtain a preview prompt status processing sequence corresponding to the intelligent manufacturing preview screen.

5. According to claim 3, a method for intelligent processing and analysis of intelligent manufacturing preview screen is characterized in that: The steps for obtaining the total number of valid preview prompts and the total number of invalid preview prompts include: The processing reaction time difference in the preview prompt processing sequence is sequentially calculated by the formula Calculate and obtain the single preview prompt validity XDi corresponding to different preview prompts; where i is the different preview prompts corresponding to the target preview item; TCi is the processing reaction time difference of the target preview item corresponding to different preview prompts; TC0 is the standard processing reaction time difference of the target preview item corresponding to the preview prompt; [x] is the rounding function, which means obtaining the maximum integer that does not exceed the real number x; Mark the preview prompts to which the single preview prompt validity has a value of 0 as preview prompt valid, and mark the preview prompts to which the single preview prompt validity has a value other than 0 as preview prompt invalid; All valid preview prompts and invalid preview prompts are summed up respectively to obtain the total number of valid preview prompts and the total number of invalid preview prompts.

6. According to claim 4, a method for intelligent processing and analysis of intelligent manufacturing preview screen is characterized in that: When processing the preview prompt data of the smart manufacturing preview screen, the preview prompt status processing sequence corresponding to the smart manufacturing preview screen is traversed, and the total number of normal preview prompts SZ with a value of 0 and the total number of abnormal preview prompts SY with a value of 1 are counted respectively, and the total number of normal preview prompts and the total number of abnormal preview prompts are calculated by the formula Calculate and obtain the first preview implementation validity YX1 corresponding to the intelligent manufacturing preview screen; where A is the first preview implementation standard value; When processing the preview prompt coverage data for the smart manufacturing preview screen, the target total number NM of the target preview items and the regular total number NC of the regular preview items are counted respectively, and the formula Calculate and obtain the second preview implementation validity YX2 corresponding to the intelligent manufacturing preview screen; where B is the second preview implementation standard value.

7. The method for intelligent processing and analysis of intelligent manufacturing preview images according to claim 6 is characterized in that: The first preview implementation validity and the second preview implementation validity obtained by calculation are input into the preview implementation identification model for data analysis, and the preview implementation status identification BS of all preview items corresponding to the intelligent manufacturing preview screen is output; Among them, the expression of preview implementation recognition model is: The preview implementation status flag contains a value of -1, 0, or 1; According to the preview implementation status identifier with a value of -1, 0 or 1, it is respectively indicated that the preview implementation status of all preview items in the smart manufacturing preview screen is normal, the preview implementation status is partially abnormal, or the preview implementation status is entirely abnormal.

8. The method for intelligent processing and analysis of intelligent manufacturing preview images according to claim 7 is characterized in that: Maintain the preview prompts of all preview items on the smart manufacturing preview screen normally according to the preview implementation status obtained through analysis; According to the partial abnormalities of the preview implementation status obtained through analysis, the preview prompts of all preview items corresponding to the smart manufacturing preview screen are partially optimized and managed; Based on the overall abnormality of the preview implementation status obtained through analysis, the preview prompts of all preview items corresponding to the smart manufacturing preview screen are comprehensively optimized and managed.

9. The method for intelligent processing and analysis of intelligent manufacturing preview images according to claim 8, characterized in that: According to the overall abnormality of the preview implementation status obtained by analysis, the target preview items to which all preview prompt status identifiers with a value of 1 belong are marked as selected preview items, and the selected display coordinates corresponding to different selected preview items and their corresponding selected display weights are obtained; Arrange all selected preview items in descending order according to the corresponding preview prompt status processing values ​​of different selected preview items; And, obtaining the display coordinates corresponding to all regular preview items and their corresponding regular display weights, and arranging all regular preview items in descending order according to the size of the regular display weights; The selected display weights corresponding to the different selected preview items in descending order are compared and judged with the regular display weights in descending order; According to the judgment result, the preview prompt position of the selected preview item belonging to the selected display weight is not optimized or the preview prompt position of the selected preview item belonging to the selected display weight is swapped with the regular preview item belonging to the first regular display weight.

10. An intelligent processing and analysis system for an intelligent manufacturing preview screen, using an intelligent processing and analysis method for an intelligent manufacturing preview screen as described in any one of claims 1 to 9, characterized in that: include: A preview item preview prompt status supervision and processing module is used to supervise and analyze the preview prompt data corresponding to several existing preview items in the intelligent manufacturing preview screen, determine the preview prompt status corresponding to different preview items and perform digital processing; The preview item preview implementation status supervision processing module is used to perform different aspects of data processing and integrated analysis on the overall preview prompt status corresponding to different target preview items, and obtain the preview implementation status of all preview items corresponding to the intelligent manufacturing preview screen; The preview item preview prompt implementation optimization management module is used to perform targeted preview optimization management on the subsequent preview prompt implementation of all preview items corresponding to the smart manufacturing preview screen according to the preview implementation status obtained through analysis; The preview item preview prompt position optimization management module is used to dynamically optimize the subsequent preview prompt positions of all preview items corresponding to the intelligent manufacturing preview screen according to the overall abnormality of the preview implementation status obtained through analysis.

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