TW200951266A - Operation analysis device of sewing machine - Google Patents

Abstract

The present invention provides an operation analyzer of sewing machine which realizes the high efficiency of sewing operation. The operation analyzer comprises the following components: a data obtaining unit (36) which records the rotation speed variation and sewing operation time according to time sequence and simultaneously obtains the record data D inserted into the operator ID and working procedure ID in a set time; a selecting unit M1 which selects a certain ID and period; an extraction processing unit (105) which extracts the corresponding part of each record data from the ID and selection period selected by the selecting unit; and a pattern display processing unit (106) which displays the extracted data in the display unit (103) with a specified pattern.

Description

200951266 VI. Description of the Invention: Technical Field of the Invention The present invention relates to a work analyzing device for a sewing machine. 5 [Prior Art 3] In order to efficiently produce a sewing machine by a sewing machine, a job analyzing device having a sewing machine has been developed. The conventional work analysis device is configured, for example, to measure and calculate an index of production efficiency such as the number of rotations of the upper shaft of the slit machine over time or the number of pieces per unit time over time, and then digitize or chart The result of the conversion is displayed on the operation panel to inform the user (for example, refer to Patent Documents 1, 2). [Patent Document 1] JP-A-64-86994 (Patent Document 2) Japanese Patent Publication No. Hei No. Hei. No. Hei. No. Hei. No. Hei. No. Hei. No. Hei. The records are analyzed, and most operators use the technology of each person when they use the initial machine. Also, when a sewing machine is used in a variety of work processes in a multi-layer sewing process, the efficiency of each process cannot be seen. In addition, when a number of sewing machines are prepared, and each sewing machine shares a multi-faceted sewing process to complete the product, the above-mentioned matters will become a problem. 3 200951266 It is like trying to make use of the advantages of each operator and make up for shortcomings. When pursuing the efficiency of the work, it is impossible to make the operation flow smoothly because it cannot compare the efficiency of various work processes; The purpose of this month is to improve the efficiency of the joint sewing operation performed by several sewing machines. The means for solving the problem is the invention described in the first paragraph of the patent application, and the operation analyzing device for the sewing machine is a recording data obtained from a plurality of sewing machines, and the display device is controlled to display the chart, including There is: a data acquisition institution, which is a person who obtains the aforementioned record data, and records the change in the number of rotations of the sewing machine and the sewing operation time of each sewing work unit in time series, and has been inserted in time series according to the set time point. The identification information consisting of most operator-specific information and most job classification specific information; the selection organization selects most operator-specific information or more than 15 job classification specific information from the above identification information, and from the data recording period The optional processing means extracts the matching part of the above-mentioned respective records from the majority of the operator-specific information selected by the selection means or the majority of the job-specific information and the selection period; and the chart display processing mechanism Displaying the front and the extracted data by the predetermined chart on the display mechanism

> 0 Factory «X - Recording data" is composed of the number of rotations of the sewing machine and the sewing operation time recorded in time series by the data recording mechanism of each sewing machine, and is configured to set operator-specific information for the sewing machine input at a certain time. Or, when the job classification information is specified, the number of rotations of the sewing machine or the time of the sewing operation time recorded in the time series is recorded according to the setting time. 200951266 Specific information material β "Sewing operation time" indicates a sewing operation (for one sewing operation) The start or end of a work process of the object to be sewn or the time (date and time) of both. The job classification specific information indicates the identification information of all the classifications of the sewing operation by the sewing machine (the identification information refers to the ID, and other information can be counted as long as the information is recognized by the device for processing the data), for example, Identification information for various sewing, process identification 1fL for identifying various sewing processes, batch identification information for managing operations in batch (1〇t) units, etc. 1〇 “Sewing unit” refers to a work unit that separates sewing operations by process. It is generally used as a sewing unit until the sewing is started and the sewing is finished. The invention described in the second aspect of the patent application has the same structure as the invention described in the first aspect of the patent scope, and includes a required time calculation machine 15 which is selected from the selection conditions selected by the selection mechanism. Extracting the sewing operation time of each sewing work unit included in the data, and determining the time required for sewing for each sewing operation unit; and averaging processing means deducting the out-of-group from the sewing time required for each of the selected identification information The value is used to calculate the average value. In addition, the graph display processing means lists the average value of the sewing required time of each of the identification information 20 to display the graph, and displays the average line and the upper limit line in the above-mentioned circle table. And the lower limit line, the average value line shows the average value of the aforementioned sewing time required for the above-mentioned selected full identification information, and the upper limit line and the lower limit line are the predetermined identification information for the full identification information. The average value is increased or decreased. 200951266 The first invention described in the third paragraph of the February 2 patent is related to the patent scope ▲ item. The same structure of the invention is included, and includes: a sewing work order 2 number mechanism' is a sewing work order included in the description of the selection condition of the previous selection mechanism, and the sewing operation time (4) sewing operation time is included. =, the majority of the identification information is used to determine the number of productions of the sewing unit. The unselected identification number of the production quantity of the above-mentioned lang information is the same as the number of the items of the detailed item. The processing mechanism displays the number of productions* related to the above-mentioned extraction 10 in a bar graph. 'The s will be divided into the above-mentioned bar chart. The operator-specific information and each job classification specific resource can be created: the unselected part The number of matches for each piece of information. The invention described in the Japanese Patent Application No. 3 has the same structure as the invention described in the third paragraph of the patent application, and includes: a first switching display mechanism, which is provided by the above-described graph display processing mechanism : When the control body is used as a parameter for graph display, the receiving switching instruction is rounded up: it is displayed as a bar chart display, and the bar chart display shows the number of productions that have been _ each sewing operation_申请 申请 申请 申请 申请 申请 申请 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四 四The number of rotations of the machine included in the data == and 'the above chart shows that the processing mechanism is displayed by the zone=selector, and the above-mentioned leaf-like bar chart can be identified as the trick running time and stop. The ratio of time. 20 200951266 The invention described in claim 6 has the same structure as the invention of any one of claims 1 to 5, and includes: a second switching display control mechanism by the aforementioned chart When the display processing unit converts any of the foregoing identification information into a parameter to display a graph, the display switching means switches the input to switch to convert the other identification information into a graph display. The invention described in claim 7 has the same structure as the invention described in any one of claims 1 to 6, and includes a supplementary zero display display processing mechanism, which is included in the extracted data. However, the items displayed on the graph by the display processing means are not reflected, and the display means is displayed in the form of a table while avoiding the chart. The invention described in claim 8 has the same structure as the invention described in any one of claims 1 to 7, and includes a third switching display control unit that is processed by the above-described graph display. When the mechanism displays the above-mentioned identification information as a parameter for graph display, it receives a switching instruction input and switches to a waveform chart displayer that displays a change in the number of rotations of the sewing machine included in the Φ extraction data. Advantageous Effects of Invention According to the invention of claim 1, in the invention, the majority of the records obtained from the plurality of sewing machines are selected by the selection means, and after the specific information and the period are selected, the compliance of the period corresponding to the period can be extracted from the full record data. Information about specific information. For example, when an operator-specific information and a date are selected, the data of the number of rotations of the sewing machine and the sewing operation time from the input of the operator-specific information to the input of another operator information in the future period will become 7 200951266 data. Also, when most of the specific information is selected, the extracted data will be extracted. Then, each of the extracted data is displayed on the display mechanism in a predetermined chart. As a result, even if a large number of operators use a plurality of sewing machines, the selection mechanism and the extraction processing mechanism can be used to extract the usage status of each operator and display the graph. Therefore, the skills of each operator can be easily seen. In addition, by selecting an organization to select job-specific information, 10 15

With regard to the extracted data of the classification information of the S-hai operation, it is possible to use a single-to-number A cutting machine for most of the work processes (job classification), and it is also possible to chart only the data of the operation process required for the analysis, and it is easy to see the operations. Process (operational efficiency of job classification. θ Eighth team, two pairs of 铞 贝 猎 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 由 猎 由 猎 猎 猎 猎 猎 猎 猎 猎 猎 猎 猎The state or the achievement status can easily grasp the cause of the overall efficiency reduction, and the following measures can be taken, for example, the operator with low proficiency is assigned to a process with low work complexity, the auxiliary operator is arranged, and the time-consuming process configuration is proficient. A high-level operator, an operator, etc., apply for a patent, the wealth recorded in item 2, (9) the time required for the sewing unit of the identification information to be sewn, so the job classification such as the employee or the work process The time required by the operating unit can be seen in each operator's skill or each operating process (job classification). In addition, the outliers can be excluded for the time required for sewing. Further, the specific example of the processing is described in the following paragraphs, but is not limited to this description. Therefore, it is possible to effectively eliminate the cause of the accident due to the sewing operation (for example, disconnection or entanglement, change of line, etc.) In addition, it is possible to accurately grasp, for example, the technique of each operator or the workflow of each work process, etc. In addition, the average value line and the display are displayed in the graph display of the time required for sewing. Since the upper limit line and the lower limit line of the upper lower limit value are set, the time required for sewing can be evaluated smoothly and flexibly with respect to the selected identification information. • In the invention described in the third paragraph of the patent application, the data is extracted. Sewing 10 The sewing operation time of the work unit (for example, a sewn object), and the number of productions of the sewing work unit is individually determined for each of the selected identification information. Thus, for example, when selecting an operation of the shell information, the operation can be performed (4) During the selection period, the number of pieces to be sewn. In addition, for each production quantity of the identification information, a detailed item of each identification information of the unselected 15° file can be obtained. For example, when the operator identification information is selected, the number of symbols belonging to each job classification identification information in the production quantity can be obtained as a detailed item. That is, when an operator performs sewing for most job classifications, each job can be obtained. The number of pieces to be classified is used as a detail item. Then, the production quantity of each piece of identification information is displayed in a graph, but at 20 o'clock, the number of parts corresponding to the other identification information is displayed separately for each bar chart display. Project. So - to 'not only know the choice of the various wealth (four) the total number of production' even the details of the unselected identification information is also graphically known, so, for example, you can master the skills and operations of each operator at the same time The process of the process 200951266 fluency of the industry, etc., and can also grasp the correlation between the two. Therefore, a more detailed analysis can be carried out. In the invention described in the fourth paragraph of the patent application, the identification information of the selection can be used as a parameter. The state of the graph display is switched to a bar graph showing the number of productions of the sewing operation time of the identification 5 information, even if it is a certain identification The information (for example, an operator identification information or job classification identification information) can confirm the specific information in the middle of the chart, and can also quickly confirm the production quantity of each sewing operation time of the identification information by the above-mentioned switching, and can grasp the operations. The skill of the staff and the fluency of each work process are 10, etc., and can be related to other information. Therefore, a more detailed analysis can be performed. In the invention described in claim 5, the identification information is selected to display the ratio of the operation time to the stop time in a bar graph, so that the operation rate of each operator or each process can be known to be used in grasping the work efficiency. 15 reasons etc. Therefore, a more detailed analysis can be performed. In the invention described in claim 6, the operator identification information (or job classification identification information) can be selected from the state in which the parameter is displayed as a parameter to be switched to the job classification identification information (or operator identification information). The graph showing the parameters is displayed, so it is known that the operator has an association with the job classification and can grasp the interaction between the efficiency and the like. Therefore, a more detailed analysis can be performed. In the invention described in the seventh aspect of the patent application, when displayed in a graph, an item included in the extracted data but not displayed on the graph may be generated depending on the type of the chart. Even in this case, the project can be displayed in the form of a table by avoiding the configuration of the 200951266 chart, so that a lot of information can be recognized at the same time for more detailed analysis. According to the invention towel described in the eighth paragraph of the Patent Model, the state in which the selected identification information is parameterized as a parameter is switched to a waveform chart display showing the change in the number of rotations of the initial machine, so even if a certain identification information is used (For example, an operator knows the m or the job classification identification information). The towel that confirms the specific information by the chart can also quickly change the number of rotations of the sewing machine related to the identification information by the above-mentioned switching, so that the operators can be grasped. The technology and the fluency of the operation of each work process, etc., and can be related to other information. Therefore, a more detailed analysis can be performed. [Embodiment] The best mode for carrying out the invention (the entire structure of the embodiment of the invention) Hereinafter, the operation analysis system for the sewing machine including the work analyzing device for the sewing machine of the sewing machine of the present invention will be described with reference to Figs. 1〇〇. FIG. 1 is a block diagram showing a schematic configuration of the job analysis system 100. Φ As shown in Fig. 1, the job analysis system 1 has a plurality of production management sewing machines 10, and a job analysis device 101 that can transmit and receive recorded data by artificially transmitting and receiving the respective production management sewing machines and information recording media. The aforementioned job analysis device 101 can use a personal computer or a workstation. Further, the transmission/reception of the recorded data between the job analyzing device 101 and each of the production management sewing machines 1 can be performed by a wireless or wired communication device such as a wireless LAN or a wired LAN. (Production Management Sewing Machine) 11 200951266 Fig. 2 is a block diagram showing a schematic structure of a job analysis system 〇〇 including a production management sewing machine. Each of the production management sewing machines 10 includes a sewing machine motor 丨丨, which is a vertical driving source for holding the needle of the sewing needle, and a vertical driving mechanism (not shown) converts the rotational driving force of the sewing machine 11 into a vertical driving source and transmits In the case of the needle bar, the feed mechanism is not shown; the wire tension device is not shown; the blade drive electromagnetic switch 12 is driven by the cutter of the thread cutting blade for cutting the stitch after the sewing is completed, and the pedal 13 is operated. By stepping on the start command of the sewing machine motor ^, and by stepping on the input blade to drive the drive command of the electromagnetic switch 12, the panel 20 is provided with the operation keys 21 for performing various kinds of inputs described later and for performing the predetermined face display. The display unit 22; the count key 23 is a press when the sewing is completed; the ROM 32 stores various programs and initial data that are useful for executing various processes described later; the CPU 31 executes various programs; the RAM 33, The various materials related to the processing of the CPU 31 are collected in the work area; 15 EEPROM 35 ' is the collection and management of the recorded data recorded by the sewing machine 10; the fast memory card 36 is used in the life Information recording medium in the recording management EEPROM35 transferred between the machine 10 and work analyzing apparatus 101; override device 37 and reading. (Recording data) 20 The production management sewing machine 10 generates the recording data D composed of the rotation number data D1 and the sewing operation time data D2 shown in Fig. 3 during the sewing process, and records it in the EEPROM 35. Further, the recorded material D is copied from the EEPROM 35 to the fast memory card 36, and transferred to the job analyzing device 200951266. The number-of-rotation data D1 is used by the CPU 31 to detect the number of rotations of the sewing machine wheeled by the operating pedal 13 in a predetermined sampling period and sequentially record. If any of the operator IDs that are operator-specific information and the process ID that is the job classification feature are entered during the recording, the rotation data will be inserted halfway through the input time point. In addition, when the main power supply for the production management sewing machine is turned on, the sewing machine is used as the slitting machine identification information, and the rotation number data D1 is recorded. Further, in the rotation number data D1, after the tangent is performed, the execution time point is followed. The tangent information is inserted halfway, and after the count key 23 is pressed, φ will insert the separation information halfway. The split information indicates that the segment 10 of the sewing unit is also recorded with the countdown of the count button 23 (also including the year and month). The sewing operation time data D2 is a sewing operation unit (here, a sewing process of the workpiece to be sewn), and the sewing operation time is recorded one by one (including the year, month, and day, but in the figure) If it is omitted, it will be generated. If any of the operator ID and the process 1 is entered in the middle of the recording, the sewing operation time data will be inserted halfway through the 15 input time points. The recording of the sewing production time is performed while pressing the count key 23 pressed at the end of the sewing. When the main power of the production management sewing machine ίο is turned on, the sewing machine ID is recorded to the sewing operation time data D2. Further, the "sewing machine ID" is a symbol for distinguishing each sewing machine that is individually assigned to each of the production management sewing machines 10. Further, the operator ID refers to a symbol for distinguishing each individual person who is individually assigned by sewing each of the production management sewing machines. Further, the process ID refers to a symbol for each process for individually assigning each sewing process, and each sewing process is performed according to various sewing articles of various types of sewing materials. Here, the fourth embodiment is taken as an example to supplement the sewing process. Figure 4 is a process diagram showing the various processes of the trousers from the start of sewing to completion. In addition, for the sake of illustration, the construction is slightly simplified in the process map. The trousers are made up of four pieces of the front half of the left and right sides, 5 10 15 20 and the left and right rear half pieces. The sewing process consists of stitching the front center stitches of the left and right half pieces, and stitching the left and right rear half pieces of the back center. "Sewing", the left half of the suture stitching, and the "side stitching", "folding seam", "inside stitching", "putting the elastic band", "reinforcing needle" on both sides of the left and right half pieces that have been stitched The seam is composed of seven processes.

As described above, it is necessary to have a plurality of processes for completing a sewing material, and the types of sewing machines to be used differ depending on the sewing type. In addition, in general, the sewing process for each type of sewing material is identified by a different process, but different IDs may be assigned to the same type of sewing material when its size, color, style, material type, etc. are different. These sewing processes are identified for different processes. In addition, in order to control the mass production of the material to be sewn, the production of the sewn product is managed in batch units. In the case of a batch, the sewing process can be identified for different processes.

In the above example, as the job classification specific information, the surface is processed according to the sewing process. (4) When the production management is approved, the data is recorded in accordance with the reduction unit. ; 1, D2. Fig. 5 is a flow chart showing the processing of the recording processing program of the transcript data D executed by the CPU 31 of the sci-fi stitching machine 10 of the production technology. According to the flowchart, first, after the main power supply of the Sakizaki, the rotation number recorder 14 200951266 (not shown) starts counting, and the rotation number recording counter is used to periodically measure the number of cycles of the sewing machine rotation. (Step S1). Then, the sewing machine ID is recorded to the rotation number data D1 and the sewing operation time data D2 (step S2). It will be obvious that the input operator is still required to indicate the process ID. After the operation key 21 is input, the operator output and the process ID are recorded to the rotation number and the sewing operation D2 (step S3). ). ^ 10 15 ❹ 20 ... The S clock, which is not shown in the figure, is referred to as the division information, and is recorded as the division information, and is recorded as the sewing operation to the sewing operation time data D2 (step S4). Next, it is determined whether or not the number-of-rotations recording counter has been counted (c〇u cycle (step S5). If the number is not up, the process proceeds to step S7. The process has been performed. = the current pedaling amount of the pedal 13 is determined to determine the number of motor revolutions, and The number of revolutions 5 has been recorded to the rotation number data D1 (step S6). Record 2::=: order;:== ::::* when *_ group,:: data record (four) round na 1, work time The pick-up, step-by-step command will determine whether to change the process and enter a new 15 200951266 process ID. If it is not input, it will go to step SU for processing. When there is input, the process ID will be recorded to the rotation number data D1 and the seam. The work time data D2 is generated (step S10). Next, in the step S11, it is determined whether or not the cut 5 line instruction is input from the operation pedal 13. If not input, the process proceeds to step 813 for processing, and when there is input, the tangent information is input. The rotation number data D1 is recorded (step S12). In step S13, it is determined whether or not the count key 23 has an input. If it is not input, the process returns to step S5 for processing. Further, when there is input, the current time is recorded as the separation information. Rotate the number data D1 ' and record the g 1 at the sewing operation time After sewing the work time data D2 (step S14), the process returns to step S5. The process continues until the main power of the production management sewing machine 10 is turned off, whereby the EEPROM 35 of the production management sewing machine 10 records In the production management sewing machine 10, the number of rotations is detected from the operation pedal 13, but the rotation number detecting means such as an encoder may be provided in the sewing machine motor 11 in the recording amount of the rotation data D1 and the sewing operation time data D2. 0 (Job Analysis Device) The job analysis device 101 includes a keyboard 102 for performing various types of input and output to be described later, a monitor 'as a display means for displaying a predetermined screen, and a R〇M104' for storing basic programs and initial data. The CPU 105 executes various programs; the rAM1〇6 collects various materials related to the processing of the Cpul〇5 in the work area; and the HD (hard disk) device 108 serves as a program for collecting various processes to be described later. a memory mechanism that receives the record data D of 16 200951266 from the production management sewing machine 1; the fast memory card 36 and the read overwrite device 109, A data acquisition mechanism for obtaining the memory data D from the production management sewing machine 1; and a mouse 110 for moving and displaying the cursor displayed on the monitor 1〇3 and determining the input person. The input operation for selecting or confirming the display screen is known to the public, and the principle or detailed description thereof is omitted. (Main screen) After the recording data D is obtained from each production management sewing machine 10 in the job analysis device 101, The main screen M1 is displayed by a predetermined processing program. Fig. 6 is a display example of the main screen M1. The main surface M1 is displayed in the form of a list, and whether or not any of the identification information (operator ID and process ID) and any period (time) are present in the recorded data D obtained from each of the production management sewing machines 10. In the main face MI, the vertical axis displays a list of identification information 15 of the operator 1 or the process 1 , and the list can be the ID selection key, and the horizontal axis displays the time series in the time series, and these are displayed. The period can be the selection button for the period. Then, 显示 the display color of the lattice which is located in the horizontal direction from any 1D and the lattice in the longitudinal direction of the arbitrary period is configured to display an arbitrary period of any ID, and no data exists. . ^ ' With the mouse operation switch key Mu, you can select the operation bay ID or process ID to be displayed on the vertical axis, and select the key M12 during the display operation by the mouse to select the display range of the period. In order to select the objects to be described later, the four sides M1 can function as a "selection mechanism" for selecting any period (time) of the 2009, 2009, 266, and the data recording period. That is, as described above, the vertical axis is the selection key of the ID, and the horizontal axis is the selection key of the time. Therefore, by selecting the mouse operation, the data obtained by the selection time can be selected and extracted. 5 The processing executed by the CPU 105 in the aforementioned main screen M1 will be explained based on Fig. 7. Here, the case where the vertical axis is selected as the operator ID will be described as an example. First, when the main screen M1 is displayed, it is explained that the processing of each ID and the data of each period is displayed by color. In this process, first, the recorded data D (for example, the number-of-rotation data D1) is read from the top of the data column (step S21) (step S21), and it is determined whether or not the record of the first operation is present (step S22), and the operator is found. At the time of recording of 1 ,, the separation information (step milk) located closest to the back of the operation stomach ID is searched, and the time of the data recording is read from the separation information (step S24). By performing this processing on all the ranges of the respective record data D ( (step S25), all the recording times of one operation _ 15 can be obtained. By performing the same processing for the subsequent operation (4), it is possible to recognize whether or not the recorded data of each time exists for each operator ID disc and perform color-differentiated display control of each grid accordingly. Further, when the vertical axis is set to the process 1 by the switching key Mil, it is determined whether or not the process ID exists in the processing of the above-described step S22. 2 ▲ ▲ Next, the processing executed by the CPU 1G5 when the power month b is displayed as the selection means in the main surface M1 will be described based on Fig. 8 . Here, the case where the essay is an operator ID will be described as an example. In the display state of the main screen M1, the CPU 1〇5 determines whether or not any operator 1D of the vertical axis is selected (step 1), and then determines whether or not the selection of 18 200951266 glaze is selected.朔 朔 (step S32). Then the ID and the period are both sides (step 骒 3).

As a result, when both of them are selected, the CPU 1〇5 extracts the data belonging to the selected operator ID from the rotation number data (1) and the sewing operation_data D2 (step S34). In the extraction method, the rotation number data is called the sewing operation date data D2, and the data is read from the front end to query the operation_. After the operator ID is detected, it is determined whether the operator ID is the selected operator. When it is selected for the operation, the data up to the next operator, ω will be extracted and recorded. The operator __, the judgment, the data extraction, and all the extracted data are memorized in the RAM 106 as the temporary extraction data. Then, after extracting the temporarily extracted data, the CPU 100 extracts the extracted data belonging to the selection period (step S35).

The extraction method is first, in the case of the rotation number data 〇 1, the information is extracted from the forefront of the temporary withdrawal of the material, and when found, it is determined whether the time information included in the separation information is within the selection period, only during the period. At this time, the data up to the next-separated information is extracted and recorded in rami〇6, and the behavior is repeated for each-separated information. Thereby, the extracted data matching the selected operator ID and the selection period can be extracted in the rotation number data D1. 2〇X, the sewing operation time data D2 is read, and the data of each sewing operation time is read from the foremost end of the temporarily extracted data, and it is determined whether or not the time indicated by each data is within the selected period, and only when the period is within the period, the data is extracted. This behavior is recorded in RAM 106' and for all ranges in which data is temporarily extracted. By this, the extraction data of the selected operator 19 200951266 and the selection period can be extracted from the sewing operation time data D2. By selecting the vertical axis as the process rib by the switch key Mil, cpui 〇 5 determines whether or not there is a selection cleavage in the processing of the above step S31, and extracts the temporary extraction data belonging to the selection process 1 in the process of step S34. 5 Again, of course, the operator 1D or process ID and period selection can be a majority. In the case of the "extraction processing mechanism", the cpui〇5 can be used as the "extraction processing mechanism" by the processing shown in the above figure 8 as described above. . 10 ❹ (Process List) The screen has a tab key to switch the display category. The mouse can be operated by the mouse to switch to: main written display, operation monitor, and seam recorder. , interval monitors, etc. ^ display categories. After the display type is switched to the operating condition blood-imager by the above-mentioned column key MM, the production quantity chart "figure" described later can be displayed. ❹ The production quantity chart screen is operated by the π mouse, and the ninth display button is displayed. Figure _ ^ View table screen M2. In this process list screen M2,

^ ^ ^ 3 The straw is produced by the system 1D showing the operator ID that is not the result of the sewing machine. ^ The corresponding relationship is not shown. That is, by the first column display ##胃ΗΤΤΛ, the second column displays the process IDs belonging to the respective operator IDs, and the relationship is +. The silk type does not show the corresponding relationship between the operator and the system (10), and the CPU1〇5 reads the sewing operation time from the top 20 200951266 end, separates the data of each operator 1 £), and then proceeds from the manufacturing process. Which process is included in each of the ranges, and the corresponding relationship between each employee ID and each process is obtained. Pants (production quantity chart) 5 The above production quantity chart M3 is shown in the first figure, in the range of the selected operator Π) and the selection period, the bar chart shows the seams of each operator. . Here, the sewing work unit means a process of performing a process on a sewn object. 10 15

20 In the production quantity chart M3, the bar graph of each operator π) further further displays the quantity detail items of each process by color. Fig. 11 is a flow chart showing the graph display processing of the production quantity graph screen M3. The CPU 1G5 performs the following processing on each of the extracted data extracted from the respective selection operation MID and the sewing operation time data D2 in the selection period. First, the CPU 105 reads the extracted data from the forefront (S41). Then, in the process of reading the extracted data from the forefront, the process ID is detected, the data of each process ID is separated (step S42), and each partition is counted. The number of pieces of the sewing work time (step S43) e can be used to determine the number of matches for each process. Then, the number of matches of each process m is totaled, and the production amount is calculated in a selection period of the operator ID (step S44). From the selection of the selection - the number of the production of the operator ID during the selection of the height of the egg table, and, from the quantity contained in the mosquito system, the execution of the fine chart display 21 200951266 (step S45). As described above, the CPU 105 can function as the "sewing unit count mechanism" by the steps S41 to S44 shown in the above-mentioned U-FIG. Further, the CPU 105 can function as a "chart 5 display means" by the processing shown in step S45. In addition, in the production quantity chart face M3, there is no table M31' under the chart display position. This table M31 shows the parameters other than the production number of the operator ID selected on the production quantity chart, and, "Average interval The value of "time" and "sewing machine operating rate". By performing display control of the table MM, the 10 CPU 105 can function as a "supplement table display means". Further, when the process ID is selected in the main screen M1, the operator ID is detected for the extracted data extracted based on each of the selection process IDs and the respective selection periods, and the sewing operation time of each operator m is counted in step S43. The number of data is used to distinguish each operator ID by color, and a bar graph display of each process m is performed. Further, in the production quantity chart M3, a switching key view is displayed, and the switching key M32 is switched from the state in which the number of productions is displayed according to the operator m to the production according to the display of the system by operating the mouse. The number of state players. 20 The production quantity chart face M4 switched by the switch key M32, as shown in Fig. 12, displays the production quantity of each system (10) in a state in which each of the selected operators is distinguished by color. Here, the process ID of the bar chart riding is only the process ID associated with the selection of the operator ID. That is, the CPU1G5 divides the grapefruit output data during the selection of the operator 1 and the selection 22 200951266 according to the respective process ids, determines the production quantity of each division, and distinguishes the bar graphs of the respective processes by color, and then displays them again. Thereby, the CPU 105 can function as a "second switching display control means". (Interval curve chart) 5 The display area of each display category is displayed, except for the common key on the left side of the screen. The display area A ’ can be switched to each display area within the category. Further, when the display type is the operation status monitor, the common key display area A is provided with switching keys p M33 and M34 for switching the screen to the interval curve map and the operation comparison chart. Fig. 13 is a display example of the interval curve chart 10 screen M5 switched by the switch key M33. In the interval graph screen M5, the operator is required to select the operator id and the selection period, and the sewing required time (interval time) is obtained for each sewing operation unit of each operator ID, and each operator is displayed in a line chart. The average of the time required for sewing of j D. 15 Further, in the interval curve graph screen M5, the average value line M53 is displayed, and the selected operator id indicates the average value of the time required for the total sewing, the upper limit line M54, and the lower limit value. Line M55 is obtained from the average value at a predetermined ratio. Here, the upper limit value is obtained by the upper limit value = average value + 〇 85. Further, the lower limit value of 20 is obtained by the lower limit value = the average value χ 2_ upper limit value. Alternatively, the upper limit value or the lower limit value may be obtained by multiplying the predetermined other ratio by the average value. The above-mentioned respective lines Μ53 to Μ55 can be used as a standard for measuring the proficiency of each operator. Fig. 14 is a flow chart showing the processing of the graph display of the interval curve chart Μ5. The CPU 105 performs the following processing on each extracted data extracted from each of the selection operators 1 and the 鏠 23 200951266 manufacturing time data D 2 of the selection period. First, the CPU 105 reads the data of the sewing work time from the top end for each of the selected operator IDs and the respective extracted data in the selection period (step S51). Then, the sewing required time is calculated from the sewing operation time before and after (step S52). Next, a process of excluding the outliers from the time required for sewing of the extracted extracted data is performed (step S53). In principle, the calculation calculates the average value of the range described below, but it is also possible to average the time required for each sewing, and to exclude the value away from the average value, and also to take the time required for each sewing (7) 80~ After the average value of 9G% is averaged, the value far from the average value is excluded, and the outliers can be obtained and eliminated after the standard deviation is obtained, and other well-known outliers can be used to calculate method. Next, the CPU 105 calculates an average value of the sewing required time after excluding the outlier value for each selected operator ID (step S54). Here, the process of calculating the average value by excluding the outliers is described in detail, and an example of execution by the CPU 105 will be described in detail. First, the standard deviation S of each operator ID is calculated based on the selected operator ID and the range of the selection period. The standard deviation s can be calculated according to the following formulas (1) to (7). P calculates the average time required for the full sewing of each operator during the selection period. The symbol X indicates the time required for the individual sewing of the target operator, and the X of the top line indicates the average value. Further, the symbol η indicates the number of samples of the time required for sewing by the respective operators. After the equation (2), the variance (Varian_2) is calculated from the obtained average value, and the standard deviation S is calculated from the square root thereof according to the following equation (3). 24 (1) 200951266 [Number 1] χ=Σι η

5 10 Next, the average value of the range of 3σ is calculated from the standard deviation s. In other words, +3σ=(the average value of χ)+(sx3) and the average value X· of the singularity are obtained, and only the time required for sewing within the range of ±3σ (the range of ·3σ or more +3σ or less) is obtained. Calculate the average value of money from the sewed sewing. By this averaging, (4) outliers can be used. In the town, the average value of the time of the sewing machine in the job analysis device (8) is the average value after the exclusion of the outliers. Further, each of the lines Μ53 to Μ55 is displayed based on the average value after the exclusion of the outliers. e Further, an example of the foregoing processing will be described using specific numerical values for reference. 15 The time required for the operator to sew during the selection period is the following value (the number of samples is 15). Time required for sewing (X) : 411,723,110,343,38,38,40,34,32, 2518,324,404,1115,419,237 Average value: average of 20 x = (411+723+110+343+ 38+38+40+34+32+ 2518+324+404+1115+419+237)/15=281.73 25 200951266 Variance: 2 S =(411-281.73)2+(723-281.73)2+... /(15-1)=148769.50 Standard deviation: s=385.7l 5 +3σ : +3σ=(average of χ)+(sx3)= 1438.85 -3σ : -3σ=(average of χ)-(sx3) = 875.39 The time required for sewing in the range of 3σ of soil is 411,723,110,343,38,38, 10 40,34,32,324,404,1115,419,237 Therefore, the average value of the time required for sewing in the range of ±3σ = (411,723,110,343 , 38, 38, 40, 34, 32, 324, 404, 1115, 419, 237) / 14 = 193.43 15 According to the above, the simple average value is 281.73, and after averaging treatment excluding the aforementioned outliers, the average value is 193 43. As described above, after the average value is calculated, the CPU 1〇5 multiplies the average value by the predetermined ratio to calculate the upper limit value (= average value + 〇 85) and the lower limit value averaging value X 2-upper limit value). 20 Then 'the average value of the time required for the sewing of each selected operator ID is displayed, the line chart display is displayed, and the average value line M53 of the average value of the total value and the upper limit value of the upper limit value are displayed in the field of the chart display. Line M54 and the lower limit value line M55 of the lower limit (step S55). As described above, the CPU 105 can function as the "required time calculation means" by the processing shown in step S52 shown in Fig. 14 . Further, the CPU 105 can function as an "averaging processing means" by the processing shown in steps S53 and S54. Further, by displaying the average value line M53 and the upper limit value line M54 lower limit line M55 in the line graph display, the cpui 〇 5 can function as a "chart display processing means". Further, in the interval curve graph screen M5, a table M51 is displayed below the graph display position, and the table M51 displays parameters other than the interval time of the operator selected on the graph, and the "total production quantity" and The value of "Sewing machine transport φ conversion rate". By performing display control of the table M51, the CPU 1 〇 5 10 can function as a "supplement table display means". Further, when the process id is selected in the main screen M1, in step s52, the sewing required time is calculated from the data of the sewing work time of each extracted data extracted from each of the selection process IDs and the respective selection periods, and other processing is performed. It is almost the same as the case of the operator ID. 15 Further, in the interval curve graph screen M5, a switching key M52 is displayed, and the switching key M52 is switched to a state in which the interval curve graph is displayed from the root G_the player 1D within the range of the extracted data by operating the mouse. The status of the interval curve graph display is based on the process ID. The interval curve graph screen M6 switched by the switch key M52, as shown in Fig. 15-20, displays the average value of the sewing time required for sewing of each process ID in a line graph display. Here, the process ID displayed on the line graph is only the process m related to the selection of the operator ID. In other words, the CPU 105 separates the extracted data belonging to the selected operator ID and the selection period by the respective process ids to determine the time required for sewing of each partition, and then averages them from the time required for the sewing of each of the 27 200951266 t passes (four). And mark the average of each process' to re-display the line chart. Further, the point where the total value of the total value and the lower limit value of the upper limit are displayed by lines is the same as that of Fig. 13. Thereby, the CPU 105 can function as a "second switching display control means". 5 (Operation comparison chart) When the display status monitor is displayed as the operation status monitor, the operation comparison graph screen M7 is displayed after the common key of the mouse operation button M34. Fig. 16 is a display example of the operation comparison graph screen M7 by the switching key_switch. 10 ° 纟 比较 ® ® ® ® M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M Run time and total non-run time, and display these total time in a bar chart. Further, the bar graph of each operator ID is displayed in a color ratio of 15 colors depending on the ratio of the total operation time to the rest time. In addition, "running time" refers to the time when the sewing machine is driven. Figure 17 is a flow chart showing the graph display processing ❹ of the operation comparison chart face M7. The CPm05 performs the following processing on each of the extracted data extracted from the number-of-rotation data D1 during the selection of the operator's job selection period. 20 f first, (10) 105 reads the data from the foremost end for each of the selection operators and the extraction data during the selection period (step S61). Then, the separation information is sequentially detected, and the operation time of each selected operator is obtained from the initial separation information and the final separation information in the extracted data, and the work engagement time of the cumulative selection period is obtained (step Saki. In addition, 28 200951266 " The "work time" refers to the time at which the work is performed on the seam _, and is the total of the operation time and the stop time. Further, the number of data of the number of rotations is counted (step S63). Then, the cumulative operation time is calculated by multiplying the total count value 5 of each operator id by the sampling period of the slit (10)% revolutions (step S64). Then, by accumulating the work engagement time of each selection operator m, the calculation is performed. The graph is used to calculate the ratio of the operation time from the accumulated operation time and the cumulative operation time 'from the operation time cumulative value + the work engagement time cumulative value to the operation time from the 10 event time to 1, and then calculated in the bar chart. The height of the running time of the color is divided into the chart of each operator (V_S65), and the bar of the work time is included in the g table. The running time is divided by color, and the rest will become the stop time. As a result, the accumulated time of the stop time will also be displayed in the bar chart. 15 $外' The handling of the towel, the calculation of the running time of the running peak chart啊] (4) _ number _ number of times multiplied by the sample cycle, but first calculate the operation time on the side of the slitting machine and record the sewing operation time data D2, and then accumulate the operation time, can also get the above In the same manner as described above, the CPU 105 can function as the "operation time accumulating means" by the processing shown in steps S62 to S64 of the above-described Fig. 17, and by the processing shown in steps S53 and S54, _〇5 can be used as a function of the "average processing means". In addition, by displaying the operation time of the operation time in a state in which the operation time is stopped, c is 〇5 29 200951266, display processing A function of the organization. Display === In the picture M7, the money other than the operating rate of the side 5 10 15 below the chart display position, Γ display the number of the operator id selected on the chart cum '' "Production quantity" and "Average interval play:, =::": Medium, (4) Storage owed, - Surface M1, when process 1D is selected, in step %2, Ψ夂 select process 1D and extraction during each selection period For the data, the seals for each selection process, the selection system (10), and the lions: 7 plus _ 'News from the extraction data extracted during the selection period, the cumulative operation to other processing' is almost the same as the operator ID. In the 'operation comparison chart painting rhyme 7', there is a switch key, which is controlled by the mouse, and in the range of the extracted data, the state is changed from the state where the root = the player m is not in operation to the display according to the system. The state of the operation comparison is displayed on the operation comparison chart screen M8 switched by the switch key M72, and as shown in Fig. 18, the operation comparison of each process m is displayed in a bar graph display. Here, the system (4) for displaying the egg table is a process ID relating only to the operator. In other words, the CPU 105 separates the extracted data belonging to the selected operator ID and the selection period in accordance with each process 1D, and obtains the work engagement time and the operation time in the range of each division, and then collectively obtains the operation time of each process. At the time, the bar chart is redisplayed for the comparison of the operation of each process. Moreover, the difference between the operation time and the stop time by color is the same as (4). By the 200951266, the 'CPUU' 5 functions as a "second switching display control means". (Sewing recorder) Select one or two extraction data, and after the mouse operation button M15, the 5 display category will become the slitting recorder, and the slitting recorder will be displayed. Fig. 19 is a display example of the sewing recorder face M9. The seaming recorder screen M9 is based on the selection of two kinds of extracted data during the period of the operator's TD disk rotation, and the broken line chart is used to display the stitching motion waveforms. The time changer of the number of rotations of the sewing machine. When the sewing recorder screen M9 is displayed, CpU1〇5 will __read the extracted data according to the selected two kinds of rotation number data D1 (only one type is selected when the extracted data is one type), and the labels are sequentially included in The number of rotation data in the inside is then connected by a straight line, and one or two kinds of extracted data form a slit 15 action waveform chart. In addition, when the two sewing machine motion waveform charts are displayed, it is displayed so that the recording start time point of the ® rotation number is the same, but the sewing machine motion waveform chart can be adjusted in the time axis direction by selecting one of the charts with the mouse selection. position. In addition, the display area of the sewing machine motion waveform chart may display all the sewing machine motion waveform charts without any two methods. Therefore, the scroll button M91 can be displayed by the mouse operation, so that the two slitting machine motion waveform charts are simultaneously scrolled. . Further, by setting the horizontal axis to switch one section at a time, the sewing machine motion waveform of one sewing can be displayed on the graph. Here, you can also select to switch between the two sections at a time, and the sewing job section of the selected section is displayed as the waveform 31 200951266. In addition, in the selection method of the two kinds of extracted data displayed on the sewing machine operation surface M9 in the sewing machine operation waveform chart, a combination of two sets of operator IDs and periods can be selected from the main screen (4), and Wei 3 can be drawn from the production quantity chart. , 5 interval curve chart face M5, operation comparison chart screen M7 selection. That is, '(1) by the operation mouse to select the production quantity chart screen (4), each bar chart display - to two, (2) by operating the mouse to select the interval curve chart screen M5 marked points - to two, (3) borrow operation mouse Select one or two bar graphs of the operation comparison chart face M7. After performing any of the above methods, select the two pieces of extracted data by using the mouse to operate the shop mark key M15, and cpui〇5 ❹ will be based on One to two kinds of extracted data are used to perform display processing of the slit machine motion waveform chart. When the production quantity graph screen M3 and the interval curve graph are displayed from any of the M5 or the operation comparison graph screen M7, the CPU 105 can perform the following functions as the "second switching display control means", that is, receive the loan. The switch button 5 input switching instruction is switched to the function of displaying the slit_action waveform chart of the change in the number of rotations of the slitting machine. ❹ Further, in the sewing recorder screen M9, the table M92 is displayed below the graph display position, and the table M92 displays parameters other than the number of rotations of each selected operator ID, and "interval time" and "seam" The value of the machine operating rate. By performing the display control of the table M92, the cpm 〇 5 can function as a "supplement table display means". Further, when the process ID is selected in the main screen M1, the number of rotations of each selection 32 200951266 process is obtained for the extracted data extracted by each selection process m and each selection period, and the sewing machine operation waveform chart is displayed. Further, the 'sewing recorder data (the material used for the processing) can be written to the HD device 108 or the fast memory card 36 by the file output key processing into a predetermined file format (for example, a CSV file or the like). 5 (Action type display) When the display type is the sewing recorder, the action type display screen M10 is displayed after the switch key M93 of the common key field A is operated by the mouse. The second diagram is a display example of the action type display screen M10 that is switched by the switch key M93. ❹ The action type display screen M1 0 displays a graph of the action type selected based on one or two kinds of extracted data for displaying the sewing machine motion waveform chart on the stitching recording screen M9. The shai action type chart displays the distribution of the cumulative drive time of each number of rotations in a line chart for a predetermined period of the sewing operation. When the action type display screen M10 is displayed, the CPU 105 reads 15 to take two kinds of extracted data according to the number-of-rotation data D1 (only one type is selected when the extracted data is one type), and the rotation number data included therein is counted. Count the number of data for each rotation number. Then, the count value of each rotation number data is multiplied by the sampling period of the number of rotations of the sewing machine, and the cumulative driving time of each rotation number is calculated. Then, the driving time of each rotation number is indicated and connected by a straight line, and 20 one or two kinds of extracted data form an action type line chart of the sewing machine. Further, in the action type display screen M10, the action type table M101 is displayed. The action type table M101 is adjacent to the display area of each action type line graph, and displays samples of various action type line graphs and various types of improvement points. From the point of view of the meaning of the approximation, to refer to the improvement to 33 200951266

5, when the process ID is selected in the master face M1, in step S62, the data of the display rotation number is read for the extracted data extracted according to each selection process ID and each selection period, and counted to the number of rotations. Calculate the cumulative driving time of each rotation number. As for the other processing, it is almost the same as the case of the operator. (Interval time monitor) 10 Select a type of extraction data, and then use the mouse to operate the column key M16, and then display the interval time monitor to display the interval time monitor screen MU. The display example of the 21st _ _ (4) ( (4) MU. In the interval time monitor M11, the number of productions at each time in the period is selected in the bar graph according to the selection of the operator and the sewing operation during the period.

15 20 When the interval time monitor M screen Mil is displayed, the CPU 〇5 reads the selected data according to the (4) material D2 at the time of the sewing operation, and the time at which the data of the sewing operation time included in the determination is a certain time range. Take 'and count the number of data belonging to each time zone. Then, the number of data in each time zone is displayed as a bar chart. In addition, in the graph display area of the interval monitor screen Mil, it is impossible to completely display all the bar graphs, so that each egg watch can be scrolled in the direction in which it is arranged by the mouse operation without scrolling the button Mill. Further, in the interval monitor screen Mil, the section selection keys mu2, Mii3 for selecting a plurality of bar graphs in the selection area, and the selection - bar graph_table selection key view 4 are displayed. In addition, the interval monitor

34 200951266 In the face MU, there is displayed a reference data table M115, which is derived from the sewing work time data of a plurality of bar charts selected by the interval selection keys 2 and 3, and displays the production quantity in the selected interval. The sewing time data of the time zone and the time zone of the time zone are displayed with the average interval time (the interval time algorithm is the same as described above) and the sewing work time data belonging to the single-bar chart selected by the chart selection 5 key M114. . Further, regarding the selection method of the single extracted data displayed on the interval monitor screen Mu in the bar graph, the operator ID €» can be selected from the main screen M1, and the combination can be selected from the production quantity chart, M3, and the interval. Graph 10 Table screen M5, operation comparison chart, M7 selection. That is, '(1) by operating the mouse to select the production quantity chart, a bar chart display of the face 3, (2) by operating the mouse to select a marker point of the interval curve chart M5, (3) borrowing the operation mouse Select a bar graph of the operation comparison chart face M7 to display 'After performing the above-mentioned mode, select the single-extract data by the mouse operation tab 15 key M16, and the CPU1G5 will execute the second interval time monitor screen according to the extracted data. Display processing of each bar chart of M11. When the graph of the production quantity graph screen M3, the interval graph graph surface M5, or the operation comparison graph screen M7 is displayed, the cpui〇5 can function as the "first switching display control unit", that is, The switching instruction of the 20-minute column key M16 input is received, and the display performance of the bar graph showing the production quantity of each sewing operation time of the extracted data is switched. Further, when the process ID is selected in the master face M1, the number of productions at each time is calculated based on the extracted process data selected from the process ID and the selection period, and the time interval monitor is displayed. Most bar charts. (Interval time mode) 5 10 15 20 When the display type is the interval time monitor, the interval key mode M1 will be displayed after the switch key M116 displayed by the mouse operation chart. Fig. 22 is a display example of the interval time mode face M12. The interval number mode screen M12 displays the number of pieces of production required for each sewing time in a bar graph based on the extracted data in which the operator ID and the sewing work time data D2 are selected.

When the interval time pattern mode M12 is displayed, the CPU 105 reads the selected extraction data according to the sewing operation time data D2, and calculates the time required for each sewing from the time difference of the sewing operation time arranged before and after. It is determined which time zone is required for sewing in a certain time range, and the number of materials belonging to each time zone is counted. Then, the number of data in each time zone is displayed as a bar chart.

When the graph display area of the odd-number mode screen M12 is displayed, it is not possible to fully display all the bar graphs. Therefore, the scroll bar can be operated by the mouse to display the scroll bar (4). 1 interval _ number of chess screen M12, there is a section selection key 在]] in the selection of the selection of the number of days open / chart, and a chart of the single bar chart selected in the @ 式 screen MU, in addition, the number of intervals y, there is a reference data sheet Ml25, the reference material M125 is subordinate to (4) A Gongu circle clip secret system from the .1 selection key 2, M123 selection of the majority of the average interval time (interval J two not selected within the interval of production The algorithm for the quantity time is the same as the above), and the sewing work time data selected from the single-bar chart selected by the chart selection button M124 of 36 200951266 'displays the required number of U-volumes with the U-record amount and the sewing required time. In addition, when the process is selected in the main screen M1, the process 1D and the extracted data extracted during the selection period are selected for the root 5, the production quantity required for each sewing time is obtained, and the interval time mode screen M1 is displayed. Most bar charts. Further, in the interval time monitor face M11 and the interval time mode drawing 0 face M12, the detail list button M117 is displayed in the common key field A. 10 After operating the detailed information list key 7 with the mouse, the sewing data d will be displayed in a tabular form. In addition, since the data itself is only a collection of (4) and symbols, the meanings of the numerical values and the singular numbers are recorded together in the table, and the processing is displayed as visually graspable content. Further, the "Yang" can be written to the HD device 108 or the fast memory card 36 by the file output button M118 to be processed into a predetermined broadcast form 15 (e.g., 'CSV file, etc.''. (Effect of the embodiment of the invention) In the job analysis system 100 of the sewing machine, the job analysis device 101 selects the specific information of the operator ID or the process ID from the main screen M1 for most of the record information D obtained from the majority production management sewing machine 10. After the period, the data of the plug-in 20 will be extracted and the extracted data will be displayed on the monitor 1〇3 as the display mechanism in the predetermined charts M1 to M12. In this way, even if most operators use one production management sewing machine, various chart displays of each operator ID can be performed. Therefore, the skills of each operator can be easily seen. 37 200951266 In addition, 'No, operator ID, can also extract data according to the process 1故, so even if you use one to several production management sewing machine 10 to carry out most of the operation process, you can only analyze the required work process data. Charting makes it easy to see the efficiency of each job process (job classification). 5 In addition, even if most operators use a number of sewing machines to share most of the work processes (job classification) to complete the products, you can also grasp the sewing status or achievement status of each operator or each process, and easily understand the reasons for the overall efficiency reduction. And it is possible to improve the efficiency of the sharing operation by pursuing the appropriate allocation of talents or the appropriateness of the number of people involved in each process.

10 'With the interval curve graph screen M5, the average value of the sewing time required for the selected Q operator ID or process ID can be quickly displayed, so that the operator's technology or each work process can be more easily seen (job Classification) of work efficiency. At this time, it is possible to eliminate the outliers for averaging for the time required for sewing, so that the influence of time loss due to the accidental cause of the sewing operation (for example, disconnection or entanglement, line change, etc.) can be effectively eliminated. The camera technology of each operator or the fluency of each work process can be taken more correctly. Further, in the production quantity chart screens M3 and M4, the production quantity can be individually obtained for each of the selected operator IDs or process IDs, and displayed in a bar graph: "When the operator m (process ID) is selected, For each bar chart, the details of the process quantity process m (operator m) can be displayed in terms of color 2〇, so for example, 'the skill of each operator and the fluency of each work process can be grasped at the same time, etc. Can grasp the relevance of the two. Therefore, a more refined analysis can be performed. Further, it is possible to switch from the production quantity graph screens M3 and M4; the interval curve graph drawing 38 200951266 planes M5 and M6; and the operation comparison graph screens M7 and M8 to the state of the graph display to the interval time monitor Mil or the interval time mode screen M12. Therefore, even if the operator ID or the process ID is in the middle of confirming the specific information by the chart, the distribution of the number of intervals of the production quantity or the production quantity of each sewing time of the IDs can be quickly confirmed by the above-mentioned switching, More detailed analysis is possible. Further, by operating the comparison chart screens M7 and M8, the ratio of the operation time to the stop time can be displayed in a bar graph on the selected operator ID or process ID, so that the operation rate of each operator or each process can be known. It can be used to grasp the reasons for the high efficiency of 10 jobs. Therefore, a more detailed analysis can be performed. Further, the production quantity chart screen M3, the interval curve chart screen M5, and the operation comparison chart screen M7 in which the operator ID is selected can be switched to the production quantity chart face M4 in which the process ID is selected, and the interval curve chart face] V[6 And the 'transfer comparison chart screen M8 (may also be reversed)', so that the operator can be informed of the relevance of the job 15 classification, and can grasp the interaction between efficiency and the like. Therefore, a more detailed analysis can be performed. φ and 'production quantity chart screens M3 and M4; interval curve chart screens M5 and M6; operation comparison chart screens M7 and M8; and sewing recorder face M9 may be included in the extracted data when displayed in a graph However, it is not reflected in the items displayed on the chart, but the items can be displayed in the form of tables by avoiding the configuration of the charts, so that a large amount of information can be recognized at the same time for more detailed analysis. In addition, the status of 39 200951266 can be switched from the production quantity chart screens M3 and M4; the interval curve chart screens M5 and M6; and the operation comparison chart screens M7 and M8 to the sewing recorder M9 or the action type chart screen M10. Even if the operator ID or the process ID is in the middle of confirming the specific information by the chart, the above-described switching can quickly confirm the change in the number of rotations or the type of action of the IDs, and a finer analysis can be performed. 5 [Simple description of the drawings] Fig. 1 is a block diagram showing the schematic structure of the sewing machine operation analysis system. Fig. 2 is a block diagram showing a schematic configuration of a work analysis system 100 including a production management sewing machine 10. 10 Fig. 3 is an explanatory diagram showing the recording structure of the rotation number data and the sewing operation time data constituting the recorded data. Figure 4 is a process diagram showing the various processes of sewing the pants from start to finish. Fig. 5 is a flow chart showing the processing performed based on the recording processing program of the recording data executed by the CPU of the production management sewing machine. Fig. 6 is a display example of the main screen. Fig. 7 is a flow chart showing the display processing performed by the CPU on the main screen. Fig. 8 is a flow chart showing the selection process performed by the CPU on the main screen. Fig. 9 is a display example of the process list screen. 20 Fig. 10 shows an example of the display of the production quantity chart screen. Figure 11 is a flow chart showing the chart display processing of the production quantity chart screen. Fig. 12 is a display after the identification information of the production quantity chart screen is switched. Example 0 40 200951266 Fig. 13 shows an example of the display of the screen of the interval curve. Fig. 14 is a flow chart showing the processing of the graph display processing on the screen of the interval curve. 〇 Fig. 15 shows the display after the identification information is switched on the interval graph screen. Example 0 Fig. 16 shows an example of the display of the operation comparison graph screen. Figure 17 is a flow chart showing the graph display processing of the operation comparison chart. Fig. 18 shows the display after the identification information is switched on the operation comparison chart screen. 10 Example Fig. 19 shows an example of the display of the sewing recorder screen. Fig. 20 is a display example of the action type display screen. Fig. 21 is a display example of the interval time monitor screen. 15 Fig. 22 shows an example of the display of the interval time mode. [Main component symbol description] 10 Production management sewing machine 32 ROM 11 Sewing machine motor 33 RAM 12 Knife drive electromagnetic switch 35 EEPROM 13 Operation pedal 36 Fast memory card 20 Operation panel 37 Reading overwrite device 21 Operation key 100 Job analysis system 22 Display Section 101 Job Analysis Device 23 Counting Key 102 Keyboard 31 CPU 103 Monitor 41 200951266 104 ROM M13~M16 Column Key 105 CPU M31 Table 106 RAM M32 Switching Key 108 HD Device M33 Switching Key 109 Reading Overwriting Device M34 Switching Button 110 Mouse M35 Process detail list key A Common key display area M51 Table D Record data M52 Switch key D1 Rotation number data M53 Average line D2 Sewing work time data M54 Upper limit line Ml Main screen M55 Lower limit line M2 Process list Screen M71 Table M3 Production quantity chart screen M72 Switching key M4 Production quantity chart screen M91 Display scrolling key M5 Interval curve graph screen M92 Table M6 Interval curve graph screen M93 Switching key M7 Operation comparison graph screen M101 Action type table M8 Operation comparison chart screen Mill display scroll button M9 seam Throc recorder screen M112 Interval selection key M10 Action type display screen M113 Interval selection key Mil Interval time monitor screen M114 Chart selection key M12 Interval time mode screen M115 Reference data table Mill switch key M116 Switch key M12 Display period designation key M117 Detail Data list key 42 200951266 M118 File output key S1~S14 Step M121 Display scroll key S21-S25 Step M122 Section selection key S31-S35 Step M123 Section selection key S41~S45 Step M124 Chart selection key S51~S56 Step M125 Reference material table S61~S65 Step ❹ ❹ 43

Claims (1)

200951266 VII. Application for patent franchise: Acquire, analyze the operation of the seed sewing, and the operation of the blade machine, which is the total recorded data from the majority of the slitting machine and (4) the display structure (4) Obtaining the above-mentioned record (four), which records the change in the number of rotations of the slitting machine in time series and the sewing operation time in the early position of each of the goods, and has been inserted in the sequence according to the set time point. Most operator-specific information and most job classification information 1 constitutes the identification information; The selection mechanism selects a majority of the operator information or the majority of the job information from the identification information, and extracts the processing mechanism from the (4) recording period, which is a majority selected from the selection mechanism. The employee-specific information or the majority of the job classification-specific information and the selection, and the matching of the respective pieces of the recorded data are extracted; and the chart display processing means displays the extracted funds on the display means by a predetermined chart. shell; 2. The sewing machine operation analysis device according to the first application of the patent scope includes: the required time calculation structure is a sewing operation of each sewing work unit included in the extraction data that meets the selection condition selected by the selection mechanism At the time of the sewing work unit, the time required for sewing is determined; and the averaging processing means is to transfer the average value of the f-phase deduction value from the previous 44 200951266 of the selected identification information, and then The graph display processing means lists the average value of the sewing time f of each of the aforementioned identification information to display the graph, and displays the mean value line and the upper limit line and the lower limit line (10) in the above-mentioned FIG. The average value of the time required for the sewing is not related to the full identification information of the foregoing selection, and the upper limit line and the lower limit line are increased or decreased by the average value of the total identification information at a predetermined ratio. . The sewing machine operation analysis device according to the first or second aspect of the patent application, the package® includes: a sewing machine unit counting mechanism, which is a sewing machine unit included in the drawing data that meets the selection conditions selected by the selection mechanism. At the time of the work, the number of productions of the sewing work unit is individually obtained from the plurality of pieces of identification information selected as described above, and the unidentified identification information among the production quantities of the respective pieces of identification information is obtained, and each of the 15 matching items of the detailed item is obtained. , ©, the above diagram shows that when the processing mechanism displays the production quantity related to the majority of the identification information of the extracted data in a bar graph, the display manner of the foregoing bar graph is distinguished, and each operator-specific information and each job can be identified. In the classification-specific information, the number of matches for each piece of information that is not selected is individually determined. For example, the operation analysis device for the sewing machine of the third item of the Shenjing patent scope includes: a first switching display control mechanism, # displaying the information of any of the foregoing identification information as a parameter by the above-described chart display processing means 45 At the time of 200951266, the number of production figures for the time when the sewing instruction is turned in and switched to the information related to each sewing operation time is displayed. - (4) The majority of the product is 5. 5. If the application is special, the slave (4) (4) analysis device The operation time accumulating means is a person who accumulates the operation and the stop time of each piece of identification information, and the pieces of identification information are selected from changes in the number of rotations of the slitting machine included in the extracted data satisfying the selection condition selected by the selection means. 10 15 20 Moreover, the above graph shows that the processing mechanism displays the bar graphs that distinguish the display states, and the ratio of the accumulated running time to the rest time can be identified. 6' The working analysis device for a sewing machine according to claim 1 or 2, wherein the spoon comprises: a second switching display control mechanism, wherein when any of the identification information is converted into a parameter for display by the chart display processing means 'Receive switching instruction input and switch to a chart displayer that converts another aforementioned identification information into a parameter. 7. The operation analysis device for a sewing machine as claimed in claim 1 or 2, comprising: The supplementary table display processing means displays the item displayed on the display means in a table format that is included in the extracted data but is not reflected on the chart display by the display processing means. 8. If the operation analysis of the sewing machine of claim No. 2 or 2 is applied, the package 46 200951266 includes the third switching display control mechanism, and the above-mentioned chart display processing mechanism converts any of the aforementioned identification information into parameters. When the graph display is performed, the switching instruction input is received and switched to the waveform graph display, and the waveform 5-shaped graph displays the change in the number of revolutions of the sewing machine included in the extracted data. 47