Quality inspection monitoring method and device based on working hours, computer equipment and medium

Abstract

The embodiment of the invention is applicable to the technical field of intelligent manufacturing, and provides a quality inspection monitoring method and device based on working hours, computer equipment and a medium, the method comprises the following steps: identifying inspection actions of quality inspection personnel of each quality inspection post, the inspection actions having corresponding action codes; according to the action code, determining man-hour information of the inspection action, the man-hour information comprising a man-hour type and a man-hour duration; and generating a quality inspection monitoring result of the quality inspection post based on the working hour information of each inspection action of the quality inspection post. Through the method, more objective working hour information of quality inspection work can be obtained, and subjective errors in determined working hour statistics are avoided.

Description

Technical Field

[0001] The present application belongs to the field of intelligent manufacturing technology, and in particular, relates to a quality inspection and monitoring method, device, computer equipment and medium based on working hours. Background Art

[0002] After the manufacturing industry produces products, it is generally necessary to conduct quality inspections on the products. For example, after the vehicle is produced, the vehicle doors, air conditioners, engines, etc. need to be inspected for quality.

[0003] Quality inspection requires a lot of manpower. In the quality inspection process of the manufacturing industry, it is necessary to measure the labor hours of manual inspection, so as to grasp the status of production hours and seek lean improvement points. At present, the common tool for measuring manual quality inspection is the stopwatch measurement method.

[0004] However, when the stopwatch measurement method is used, the start and end of the stopwatch are controlled by the measurement personnel, which may lead to certain subjective errors in the working hours of the statistical quality inspection work. Summary of the invention

[0005] In view of this, the embodiments of the present application provide a quality inspection and monitoring method, apparatus, computer equipment and medium based on working hours, which can obtain more objective working hour information and reduce subjective errors in the working hour statistics process.

[0006] A first aspect of an embodiment of the present application provides a quality inspection and monitoring method based on working hours, comprising:

[0007] Identify the inspection actions of the quality inspectors at each quality inspection post, where the inspection actions have corresponding action codes;

[0008] Determine the working time information of the inspection action according to the action code, wherein the working time information includes the working time type and the working time duration;

[0009] Based on the working time information of each inspection action of the quality inspection post, the quality inspection monitoring result of the quality inspection post is generated.

[0010] A second aspect of an embodiment of the present application provides a quality inspection and monitoring device based on working hours, comprising:

[0011] An identification module is used to identify the inspection actions of the quality inspectors at each quality inspection post, wherein the inspection actions have corresponding action codes;

[0012] A determination module, used to determine the working time information of the inspection action according to the action code, wherein the working time information includes the working time type and the working time duration;

[0013] A generation module is used to generate the quality inspection monitoring result of the quality inspection post based on the working time information of each inspection action of the quality inspection post.

[0014] A third aspect of an embodiment of the present application provides a computer device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements the method described in the first aspect when executing the computer program.

[0015] A fourth aspect of an embodiment of the present application provides a computer-readable storage medium, wherein the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the method described in the first aspect above is implemented.

[0016] A fifth aspect of the embodiments of the present application provides a computer program product. When the computer program product is run on a computer device, the computer device executes the method described in the first aspect.

[0017] Compared with the prior art, the embodiments of the present application have at least the following advantages:

[0018] The method in the embodiment of the present application can be used to monitor the quality inspection operation process. When performing quality inspection monitoring, the inspection actions of the quality inspectors at the quality inspection posts can be identified. In the embodiment of the present application, each inspection action can have a unique action code. Each inspection action can have a corresponding working time type and working time duration. Since each inspection action has a corresponding working time duration, that is, only the inspection action needs to be identified to determine the corresponding working time duration, therefore, the accuracy of working time statistics can be improved to avoid subjective errors caused by human timing. At the same time, the improvement of the accuracy of working time statistics can make the quality inspection monitoring results generated based on working time information more accurate. BRIEF DESCRIPTION OF THE DRAWINGS

[0019] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art.

[0020] Figure 1 It is a schematic diagram of the steps of a quality inspection and monitoring method based on working hours provided in an embodiment of the present application;

[0021] Figure 2 It is a schematic diagram of generating the quality inspection monitoring result of the quality inspection post provided in an embodiment of the present application;

[0022] Figure 3 This is a flow chart for generating quality inspection monitoring results provided by an embodiment of the present application;

[0023] Figure 4It is a line balance diagram provided by an embodiment of the present application;

[0024] Figure 5 It is a line chart of the proportion of value-added working hours for quality inspection provided in an embodiment of the present application;

[0025] Figure 6 It is a saturation percentage line graph provided in an embodiment of the present application;

[0026] Figure 7 This is a schematic diagram of a quality inspection monitoring result provided in an embodiment of the present application;

[0027] Figure 8 is a schematic diagram of a quality inspection and monitoring device based on working hours provided in an embodiment of the present application;

[0028] Fig. 9 It is a schematic diagram of a computer device provided in an embodiment of the present application. DETAILED DESCRIPTION

[0029] In the following description, specific details such as specific system structures, technologies, etc. are proposed for the purpose of illustration rather than limitation, so as to provide a thorough understanding of the embodiments of the present application. However, it should be clear to those skilled in the art that the present application can also be implemented in other embodiments without these specific details. In other cases, detailed descriptions of well-known systems, devices, circuits, and methods are omitted to prevent unnecessary details from hindering the description of the present application.

[0030] In the manufacturing production line, it is necessary to conduct quality inspection on the products. When conducting quality inspection, quality inspectors are generally required to perform quality inspection work. For example, on the vehicle production line, multiple quality inspection posts need to be set up to conduct quality inspection on the vehicles produced. For example, it can include air conditioning cold air quality inspection posts. When quality inspectors conduct quality inspection on the air conditioning cold air function of the vehicle, they can perform quality inspection steps such as walking to the door position, opening the door, getting in the car, turning on the air conditioning cold air, and monitoring the cold air at the air outlet.

[0031] In order to better allocate personnel on the manufacturing production line or improve the quality inspection efficiency of quality inspectors, the quality inspection work can be monitored, and the quality inspection process can be improved based on the monitoring results.

[0032] Based on this, the embodiment of the present application proposes a quality inspection monitoring method based on working hours, so that the quality inspection process can be monitored and improved based on the working hour information in the quality inspection work.

[0033] In order to better illustrate the solution in this application, the descriptive terms used in this application are first explained.

[0034] During the quality inspection process, some inspection actions are directly related to the quality inspection results, such as monitoring the cold air at the air outlet. Some inspection actions are not directly related to the prefabricated results, but must be performed during the quality inspection process, such as turning on the air conditioner, opening the car door, getting in the car, etc. Some inspection actions are non-essential actions, such as walking to the car door.

[0035] When optimizing the quality inspection process, the actions directly related to the quality inspection results cannot be reduced. However, if the unnecessary actions in the quality inspection process can be reduced as much as possible, the quality inspection efficiency can be improved. Therefore, when monitoring the quality inspection process, the working hours of the inspection actions can be classified, so that the quality inspection process can be optimized based on the statistical results of different working hours types.

[0036] Based on this, this embodiment provides a quality inspection monitoring method based on working hours, so that the quality inspection process can be optimized based on the working hour information of the inspection action.

[0037] The technical solution of the present application is described below through specific embodiments.

[0038] Reference Figure 1 , shows a schematic flow chart of a method for quality inspection and monitoring based on working hours provided in an embodiment of the present application, which may specifically include the following steps:

[0039] S101, identifying the inspection actions of the quality inspectors at each quality inspection post, wherein the inspection actions have corresponding action codes.

[0040] The method in the embodiment of the present application can be executed in a computer device, and this embodiment does not limit the specific type of the computer device.

[0041] The above-mentioned quality inspection positions may have corresponding quality inspection tasks, such as quality inspection positions for inspecting vehicle doors, inspecting air conditioners, inspecting vehicle lights, etc. Each quality inspection position may include a quality inspector for performing specific quality inspection tasks.

[0042] In the process of performing quality inspection work, the actions of quality inspectors can be divided into multiple basic actions, and the combination of multiple basic actions can obtain various inspection actions. For example, common basic manual actions may include reaching, grasping, releasing, delivering, and connecting. Combining common basic manual actions can obtain inspection actions. For example, inspection actions may include reaching and placing, visual inspection, touch inspection, using tools or scanning, using PAD and clicking the screen, pushing or pressing, speaking, body movements, and the like. Based on these inspection actions, the inspection actions can be classified to obtain multiple subdivided inspection actions. For example, reaching and placing, visual inspection, touch inspection, using tools or scanning, using PAD and clicking the screen, pushing or pressing, speaking, and body movements can correspond to multiple types of inspection actions respectively. As shown in Table 1.

[0043] Table 1:

[0044]

[0045]

[0046] In this embodiment, each inspection action in the quality inspection process can be defined, and each inspection action can be uniquely coded, so that each inspection action can have an action code. For example, the inspection action can be: start operation, single action, distance ≤20cm; the action code of the inspection action can be: BB1.QVA. The inspection action can be: just reach, >8daN to ≤22daN, place approximately, distance >20cm to ≤50cm; the action code of the inspection action can be: GL2.QVA. The inspection action can be: place approximately, distance ≤20cm; the action code of the inspection action can be: PA1.QVA.

[0047] Each inspection action in the quality inspection process can be pre-defined, and each inspection action has an associated code. The association between the inspection action and the code can be stored in the computer device. When performing quality inspection monitoring, each inspection action of the quality inspector can be identified.

[0048] In a possible implementation, the recognition of the inspection action can be obtained through image processing technology. For example, a computer device can collect video information of a quality inspector, and then perform image recognition based on each video frame in the video to determine the action of the quality inspector, and based on the action of the quality inspector, the inspection action performed by the quality inspector can be identified.

[0049] In another possible implementation, the identification of the inspection action can be determined based on the information uploaded by the user. For each quality inspection position, the quality inspection monitoring personnel can identify the inspection action of the quality inspector, and then upload the identified inspection action to the computer device. Based on the information uploaded by the quality inspection monitoring personnel, the computer device can identify the quality inspection action of the quality inspector.

[0050] After the computer device recognizes the inspection action, it can determine the action code of the inspection action according to the stored association relationship, and the action code can uniquely identify the inspection action.

[0051] S102: Determine the working time information of the inspection action according to the action code, where the working time information includes the working time type and the working time duration.

[0052] In an embodiment of the present application, based on the different attributes of the inspection action, the man-hours corresponding to the inspection action may have corresponding man-hour types. In order to optimize the quality inspection process based on man-hours, in an embodiment of the present application, the man-hours corresponding to the inspection action may be divided into three man-hour types: value-added man-hours for quality inspection, necessary non-value-added man-hours for quality inspection, and variable man-hours for quality inspection. Among them, the value-added man-hours for quality inspection are the man-hours directly related to the quality inspection work, the necessary non-value-added man-hours for quality inspection are the man-hours corresponding to the actions that must be performed in the process of completing the quality inspection work, and the variable man-hours for quality inspection are the man-hours corresponding to the actions that are not required to be performed in the process of completing the quality inspection work.

[0053] In order to more clearly explain the working hour types corresponding to the inspection actions in the embodiments of the present application, Table 1 can be used to explain the properties and definitions of different working hour types.

[0054] Table 2:

[0055]

[0056] Exemplarily, the inspection actions for quality inspection of air conditioning and cooling may include: the inspector walks 3 meters to the left front door of the vehicle; opens the left front door; sits on the left front seat; clicks the central screen 10 times with his finger to turn on the air conditioning and cooling; and places his hand at the air outlet to feel whether it is cold air. Among them, only placing the hand at the air outlet to feel whether it is cold air is directly related to the inspection, so placing the hand at the air outlet to feel whether it is cold air is a value-added work time for quality inspection; the inspector walks 3 meters to the left front door of the vehicle is not necessary every time, so the inspector walks 3 meters to the left front door of the vehicle is a variable work time for quality inspection; while opening the left front door; sitting on the left front seat; clicking the central screen 10 times with his finger to turn on the air conditioning and cooling are all necessary in the inspection process, but are not directly related to the results, so they can be necessary non-value-added work hours for quality inspection.

[0057] The computer device can store the action code corresponding to each inspection action, and each action code can be associated with the work time type of the inspection action, so that the computer device can find the corresponding work time type from the stored associated information according to the action code of the inspection action. For example, the work time type corresponding to the action code GL2.QVA is the value-added work time of quality inspection; the work time type corresponding to the action code AG2.QNV A is: necessary non-value-added work time of quality inspection.

[0058] In this embodiment, each inspection action may have a corresponding working time. Generally, for a mature quality inspector, the time required for each inspection action is generally not much different. When performing statistics, a working time can be set for each inspection action based on experience or calculation, and each action code can be associated with the working time of the inspection action, so that the computer device can find the corresponding working time from the stored associated information according to the action code of the inspection action.

[0059] The computer device may store the association between the action code, the work time type, and the work time length of the inspection action. For example, the computer device may store Table 3.

[0060] Table 3:

[0061]

[0062]

[0063]

[0064]

[0065] For example, when the computer equipment recognizes that the inspection action is: start operation, combined action, distance ≤ 20c, it can be determined that the corresponding action code is BB1.QVA. According to the code, it can be determined that the working time length of the inspection action is 1.08s, which belongs to the value-added working time of quality inspection.

[0066] The quality inspection personnel at the quality inspection post may perform multiple quality inspection actions during the quality inspection process. For each identified inspection action, the computer device can search for its corresponding action code, and determine the corresponding working time type and working time length according to each action code.

[0067] S103, generating a quality inspection monitoring result of the quality inspection post based on the working time information of each inspection action of the quality inspection post.

[0068] The above-mentioned working time information may include the frequency of execution of each inspection action of each quality inspection post, the corresponding working time type and working time duration.

[0069] The above-mentioned quality inspection monitoring results may include the evaluation results of the quality inspection process and optimization suggestions for quality inspection work, etc. For example, the quality inspection monitoring results may include whether the quality inspection efficiency of the quality inspection process of the quality inspection post needs to be improved, whether it is necessary to increase the number of quality inspection personnel, or whether it is necessary to reduce the number of quality inspection personnel, etc.

[0070] When monitoring the quality inspection process, for each quality inspection post, the computer device can count the various inspection actions of the quality inspection post, thereby obtaining quality inspection work time statistics information. For example, the computer device obtains the quality inspection work time information shown in Table 4.

[0071] Table 4:

[0072]

[0073]

[0074]

[0075] Based on the working time information, the quality inspection work can be judged to obtain the quality inspection monitoring results.

[0076] For example, for the same quality inspection position, the quality inspection actions performed by each quality inspector are generally the same, so the total working hours of each quality inspector in the same quality inspection position can be counted to determine the work efficiency of each quality inspector. When there is a quality inspector with too low work efficiency, the inspection actions performed by other quality inspectors in the quality inspection work can be compared with that of the quality inspector, so as to determine the quality inspection steps that the quality inspector needs to improve.

[0077] In addition, since the inspection actions in this embodiment have corresponding working hours types, it is possible to determine whether the efficiency of the inspection actions of the quality inspection post meets the standard based on the working hours corresponding to each working hour type. And when the efficiency does not meet the standard, quality inspection process optimization suggestions can be generated.

[0078] Reference Figure 2 , shows a schematic diagram of generating a quality inspection monitoring result of the quality inspection post provided by an embodiment of the present application, which may specifically include the following steps:

[0079] S201, calculating the quality inspection man-hour index value of the quality inspection post according to the man-hour information of each inspection action of the quality inspection post.

[0080] The above-mentioned quality inspection working hour index values ​​can be used to indicate whether the working hour allocation in the quality inspection work is reasonable, whether the efficiency of the quality inspection process meets the standards, whether the number of quality inspection personnel is reasonable, etc.

[0081] Exemplarily, the quality inspection man-hour index value may include the ratio of value-added man-hours for quality inspection. The ratio of value-added man-hours for quality inspection can be used to characterize the process redundancy of quality inspection posts. The higher the ratio of value-added man-hours for quality inspection, the greater the ratio of man-hours for effective inspection actions in quality inspection work, and thus the lower the process redundancy of quality inspection posts. The lower the ratio of value-added man-hours for quality inspection, the smaller the ratio of man-hours for effective inspection actions in quality inspection work, and thus the higher the process redundancy of quality inspection posts.

[0082] When determining the proportion of value-added working hours for quality inspection, the computer equipment can determine the target inspection actions that belong to the value-added working hours for quality inspection in the quality inspection position; and calculate the total working hours of each target inspection action. The computer equipment can count the total working hours of multiple inspection actions in the quality inspection position; and then calculate the proportion of value-added working hours for quality inspection in the quality inspection position based on the total working hours of multiple inspection actions and the total working hours of the target inspection action.

[0083] Figure 3 This is a flow chart of generating quality inspection monitoring results provided by an embodiment of the present application. Figure 3 As shown, when generating quality inspection monitoring results, you can write the inspection post working hours; then analyze based on the statistical working hours information. When analyzing, you can generate a line balance chart, a quality inspection value-added working hours ratio (Utlization%) line chart, and a saturation ratio (QVA%) line chart, so as to analyze and improve lean topics based on the generated graphs.

[0084] Figure 4 is a line balance diagram provided in an embodiment of the present application, Figure 4 The length of working hours for various types of working hours in various positions is shown in the figure. Based on the line balance chart, the average value of the quality inspection value-added working hours ratio can be calculated, and the value-added working hours ratio of quality inspection for each position can be compared with the average value-added working hours ratio of quality inspection value-added working hours, so as to determine the positions that need process improvement. For example, the value-added working hours ratio of quality inspection for position 11 is much smaller than the average value-added working hours ratio of quality inspection value-added working hours. Therefore, the generated quality inspection monitoring results can include: process optimization for position 11.

[0085] In addition, the quality inspection time indicator can also include the ratio of quality inspection variable time, which can also be used to characterize the process redundancy of the quality inspection post. The higher the ratio of quality inspection variable time, the greater the ratio of invalid inspection action time in the quality inspection work, and thus the higher the process redundancy of the quality inspection post. The lower the ratio of quality inspection variable time, the smaller the ratio of invalid inspection action time in the quality inspection work, and thus the lower the process redundancy of the quality inspection post.

[0086] Exemplarily, the quality inspection working hours index value may also include a saturation ratio. The saturation ratio is used to characterize the work saturation of the quality inspection position. The saturation ratio can be used to measure whether the quality inspectors in the quality inspection position are reasonable. When the saturation ratio is within a reasonable range, it indicates that the work arrangement of the quality inspectors is reasonable. When the saturation ratio is too low, it indicates that there is redundancy in quality inspection; when the saturation ratio is too high, it indicates that the workload of the quality inspectors is too high and there are not enough quality inspectors.

[0087] Computer equipment can determine the total working hours of multiple inspection actions of the quality inspection post based on the working hour information of each inspection action of the quality inspection post; obtain the standard working hours of the quality inspection post; calculate the saturation ratio of the quality inspection post based on the total working hours of multiple inspection actions and the standard working hours, and the saturation ratio is used to characterize the work saturation of the quality inspection post.

[0088] S202: Generate a quality inspection monitoring result of the quality inspection post according to the quality inspection man-hour index value.

[0089] Based on different quality inspection working hour index values, different thresholds can be set for comparison, so as to determine the quality inspection monitoring results of the quality inspection posts based on the comparison results between the quality inspection working hour index value and the threshold.

[0090] For example, when the quality inspection working hours index value is the proportion of quality inspection value-added working hours, if the proportion of quality inspection value-added working hours is less than the first preset value, it indicates that there are too many unnecessary inspection actions. At this time, quality inspection work suggestions for improving the quality inspection process can be generated to prompt the quality inspection position to streamline the process.

[0091] Figure 5 is a line chart of the value-added working hours ratio of quality inspection provided by the embodiment of the present application; assuming that the first preset value is 40%, such as Figure 6 As shown, the value-added working hours for quality inspection of positions 5 and 9 account for less than 40%. At this time, the quality inspection monitoring results generated may include increasing the value-added working hours for quality inspection of positions 5 and 9 to at least 40%.

[0092] Exemplarily, when the quality inspection working hours index value is a saturation ratio, if the saturation ratio is greater than a second preset value, a quality inspection monitoring result for adding quality inspection positions is generated; if the saturation ratio is less than a third preset value, a quality inspection monitoring result for streamlining quality inspection positions is generated.

[0093] Figure 6 is a saturation percentage line chart provided in the embodiment of the present application. If the second preset value is 100% and the third preset value is 60%, then Figure 6 Position 3 needs to increase the number of quality inspectors, and position 7 needs to reduce the number of quality inspectors to improve the saturation.

[0094] Figure 7 Schematic diagram of a quality inspection monitoring result provided by an embodiment of the present application. Figure 7 As shown, the quality inspection and monitoring results may include items that need to be improved, the issues that arise from each improvement item, and the improvement progress of the item, etc. The improvement items may include indicators to be improved and target values ​​that need to be achieved by the indicators after improvement.

[0095] Based on the generated quality inspection monitoring results, the quality inspection work can be scientifically improved, thereby improving efficiency, rationally allocating personnel, and reducing the cost of quality inspection work.

[0096] In this embodiment, by encoding each inspection action and determining the fixed working hours of each inspection action, the working hour information obtained by the quality inspection monitoring can be made more objective, thereby eliminating subjective errors. This embodiment can innovatively use different quality inspection working hours, so that the quality inspection monitoring results can be analyzed based on the working hour type, so as to measure the rationality of the inspection working hour arrangement and analyze the improvement topics in the quality inspection work. Based on the method in this embodiment, the quality inspection process can be optimized more objectively and scientifically, and the quality inspection personnel can be reasonably allocated, thereby improving the quality inspection efficiency and reducing the quality inspection cost.

[0097] It should be noted that the size of the serial numbers of the steps in the above embodiments does not mean the order of execution. The execution order of each process should be determined by its function and internal logic, and should not constitute any limitation on the implementation process of the embodiments of the present application.

[0098] Reference Figure 8 , shows a schematic diagram of a quality inspection and monitoring device based on working hours provided in an embodiment of the present application, which may specifically include an identification module 81, a determination module 82 and a generation module 83, wherein:

[0099] An identification module 81 is used to identify the inspection actions of the quality inspectors at various quality inspection posts, wherein the inspection actions have corresponding action codes;

[0100] A determination module 82, configured to determine the working time information of the inspection action according to the action code, wherein the working time information includes the working time type and the working time duration;

[0101] The generating module 83 is used to generate the quality inspection monitoring result of the quality inspection post based on the working time information of each inspection action of the quality inspection post.

[0102] In one possible implementation, the working hour types include quality inspection value-added working hours, quality inspection necessary non-value-added working hours and quality inspection variable working hours. The quality inspection value-added working hours are the working hours directly related to the quality inspection work, the quality inspection necessary non-value-added working hours are the working hours corresponding to the actions that must be performed in the process of completing the quality inspection work, and the quality inspection variable working hours are the working hours corresponding to the actions that are not required to be performed in the process of completing the quality inspection work.

[0103] In a possible implementation, generating the quality inspection monitoring result of the quality inspection post based on the working time information of each inspection action of the quality inspection post includes:

[0104] Calculate the quality inspection man-hour index value of the quality inspection post according to the man-hour information of each inspection action of the quality inspection post;

[0105] The quality inspection monitoring result of the quality inspection post is generated according to the quality inspection man-hour index value.

[0106] In a possible implementation, the quality inspection man-hour index value includes a ratio of value-added quality inspection man-hours, and the quality inspection man-hour index value of the quality inspection post is calculated according to the man-hour information of each inspection action of the quality inspection post, including:

[0107] Determine the target inspection actions that belong to the value-added work hours of quality inspection in the quality inspection post;

[0108] Calculate the total working time of each target inspection action;

[0109] Count the total working hours of multiple inspection actions in the quality inspection position;

[0110] Based on the total working hours of the multiple inspection actions and the total working hours of the target inspection action, the value-added working hours ratio of quality inspection of the quality inspection post is calculated, and the value-added working hours ratio of quality inspection is used to characterize the process redundancy of the quality inspection post.

[0111] In a possible implementation, generating the quality inspection monitoring result of the quality inspection post according to the quality inspection man-hour index value includes:

[0112] If the proportion of the value-added working hours of the quality inspection is less than the first preset value, a quality inspection work suggestion for improving the quality inspection process is generated to prompt the process of streamlining the quality inspection position.

[0113] In a possible implementation, the quality inspection man-hour index value includes a saturation ratio, and the quality inspection man-hour index value of the quality inspection post is calculated according to the man-hour information of each inspection action of the quality inspection post, including:

[0114] Determine the total working time of multiple inspection actions at the quality inspection post according to the working time information of each inspection action at the quality inspection post;

[0115] Obtain the standard working hours of the quality inspection position;

[0116] The saturation ratio of the quality inspection post is calculated based on the total working hours of the multiple inspection actions and the standard working hours, and the saturation ratio is used to characterize the work saturation of the quality inspection post.

[0117] In a possible implementation, generating the quality inspection monitoring result of the quality inspection post according to the quality inspection man-hour index value includes:

[0118] If the saturation ratio is greater than a second preset value, a quality inspection monitoring result of adding a quality inspection post is generated;

[0119] If the saturation ratio is less than the third preset value, a quality inspection monitoring result for a streamlined quality inspection post is generated.

[0120] As for the device embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the description of the method embodiment part.

[0121] Fig. 9 This is a schematic diagram of the structure of a computer device provided in an embodiment of the present application. Fig. 9 As shown, the computer device 9 of this embodiment includes: at least one processor 90 ( Fig. 9 Only one is shown in the figure), a memory 91, and a computer program 92 stored in the memory 91 and executable on the at least one processor 90, wherein the processor 90 implements the steps of any of the above-mentioned method embodiments when executing the computer program 92.

[0122] The computer device 9 may be a computing device such as a desktop computer, a notebook, a PDA, or a cloud computing device. The computer device may include, but is not limited to, a processor 90 and a memory 91. Those skilled in the art will appreciate that Fig. 9 It is only an example of the computer device 9 and does not constitute a limitation on the computer device 9. It may include more or fewer components than shown in the figure, or a combination of certain components, or different components. For example, it may also include input and output devices, network access devices, etc.

[0123] The processor 90 may be a central processing unit (CPU), or other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor may be a microprocessor or any conventional processor, etc.

[0124] In some embodiments, the memory 91 may be an internal storage unit of the computer device 9, such as a hard disk or memory of the computer device 9. In other embodiments, the memory 91 may also be an external storage device of the computer device 9, such as a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, a flash card (Flash Card), etc. equipped on the computer device 9. Further, the memory 91 may also include both an internal storage unit of the computer device 9 and an external storage device. The memory 91 is used to store an operating system, an application program, a boot loader (BootLoader), data, and other programs, such as the program code of the computer program, etc. The memory 91 may also be used to temporarily store data that has been output or is to be output.

[0125] An embodiment of the present application further provides a computer-readable storage medium, wherein the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the steps in the above-mentioned method embodiments can be implemented.

[0126] An embodiment of the present application provides a computer program product. When the computer program product is run on a computer device, the computer device can implement the steps in the above-mentioned method embodiments when executing the computer device.

[0127] The above-described embodiments are only used to illustrate the technical solutions of the present application, rather than to limit them. Although the present application is described in detail with reference to the above-mentioned embodiments, a person skilled in the art should understand that the technical solutions described in the above-mentioned embodiments can still be modified, or some of the technical features can be replaced by equivalents; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present application, and should be included in the protection scope of the present application.

Claims

1. A quality inspection and monitoring method based on working hours, characterized in that: include: Identify the inspection actions of the quality inspectors at each quality inspection post, where the inspection actions have corresponding action codes; Determine the working time information of the inspection action according to the action code, wherein the working time information includes the working time type and the working time duration; Based on the working time information of each inspection action of the quality inspection post, the quality inspection monitoring result of the quality inspection post is generated.

2. The method according to claim 1, characterized in that The working hour types include quality inspection value-added working hours, quality inspection necessary non-value-added working hours and quality inspection variable working hours. The quality inspection value-added working hours are the working hours directly related to the quality inspection work, the quality inspection necessary non-value-added working hours are the working hours corresponding to the actions that must be performed in the process of completing the quality inspection work, and the quality inspection variable working hours are the working hours corresponding to the actions that are not required to be performed in the process of completing the quality inspection work.

3. The method according to claim 1 or 2, characterized in that Generating the quality inspection monitoring result of the quality inspection post based on the working time information of each inspection action of the quality inspection post includes: Calculate the quality inspection man-hour index value of the quality inspection post according to the man-hour information of each inspection action of the quality inspection post; The quality inspection monitoring result of the quality inspection post is generated according to the quality inspection man-hour index value.

4. The method according to claim 3, characterized in that The quality inspection man-hour index value includes the ratio of value-added man-hours of quality inspection. The quality inspection man-hour index value of the quality inspection post is calculated according to the man-hour information of each inspection action of the quality inspection post, including: Determine the target inspection actions that belong to the value-added work hours of quality inspection in the quality inspection post; Calculate the total working time of each target inspection action; Count the total working hours of multiple inspection actions in the quality inspection position; Based on the total working hours of the multiple inspection actions and the total working hours of the target inspection action, the value-added working hours ratio of quality inspection of the quality inspection post is calculated, and the value-added working hours ratio of quality inspection is used to characterize the process redundancy of the quality inspection post.

5. The method according to claim 4, characterized in that Generating the quality inspection monitoring result of the quality inspection post according to the quality inspection man-hour index value includes: If the proportion of the value-added working hours of the quality inspection is less than the first preset value, a quality inspection work suggestion for improving the quality inspection process is generated to prompt the process of streamlining the quality inspection position.

6. The method according to claim 3, characterized in that The quality inspection man-hour index value includes a saturation ratio, and the quality inspection man-hour index value of the quality inspection post is calculated according to the man-hour information of each inspection action of the quality inspection post, including: Determine the total working time of multiple inspection actions at the quality inspection post according to the working time information of each inspection action at the quality inspection post; Obtain the standard working hours of the quality inspection position; The saturation ratio of the quality inspection post is calculated based on the total working hours of the multiple inspection actions and the standard working hours, and the saturation ratio is used to characterize the work saturation of the quality inspection post.

7. The method according to claim 6, characterized in that Generating the quality inspection monitoring result of the quality inspection post according to the quality inspection man-hour index value includes: If the saturation ratio is greater than a second preset value, a quality inspection monitoring result of adding a quality inspection post is generated; If the saturation ratio is less than the third preset value, a quality inspection monitoring result for a streamlined quality inspection post is generated.

8. A quality inspection and monitoring device based on working hours, characterized in that: include: An identification module is used to identify the inspection actions of the quality inspectors at each quality inspection post, wherein the inspection actions have corresponding action codes; A determination module, used to determine the working time information of the inspection action according to the action code, wherein the working time information includes the working time type and the working time duration; A generation module is used to generate the quality inspection monitoring result of the quality inspection post based on the working time information of each inspection action of the quality inspection post.

9. A computer device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that: When the processor executes the computer program, the method according to any one of claims 1 to 7 is implemented.

10. A computer-readable storage medium storing a computer program, characterized in that: When the computer program is executed by a processor, the method according to any one of claims 1 to 7 is implemented.

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