CN113139078A - Control chart generation method and electronic equipment - Google Patents
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Abstract
The application discloses a control chart generation method and electronic equipment, wherein the control chart generation method comprises the following steps: receiving an instruction for generating a SPC control chart based on the instruction of the browser, and showing a control chart type selection window comprising information of a plurality of alternative control charts; receiving an instruction indicating that target type information is selected from the multiple kinds of alternative control chart type information, and determining the target type information; displaying a control chart creating window corresponding to the target type information; acquiring control chart creating information determined according to the input information of the control chart creating window; determining at least one first target data set and graphic parameters according to the control chart creation information; an SPC control chart is generated based on the at least one first target dataset and the graphic parameters. The technical scheme provided by each embodiment of the application can play a role in saving the generation time of the control diagram and improving the generation efficiency of the control diagram.
Description
Technical Field
The application belongs to the technical field of computers, and particularly relates to a control chart generation method and electronic equipment.
Background
The Control chart is a chart with Control limits used for analyzing and judging whether the working procedure is in a stable state, and the SPC (Statistical Process Control) Control chart is a chart which is designed by a scientific method and is used for measuring and recording the Process quality so as to carry out Control management, is an effective means for quality Control, and is a core tool of the SPC technology; in the prior art, when an SPC control chart is manufactured, data recorded on paper of a user is generally recorded into software, and then the data is regenerated into a corresponding control chart, so that time is wasted, and the manufacturing efficiency of the control chart is low.
Disclosure of Invention
The embodiment of the application provides a control chart generation method and electronic equipment, and aims to solve the technical problems that the generation mode of an SPC control chart in the prior art is time-consuming and low in efficiency.
Specifically, in an embodiment of the present application, there is provided a control chart generation method including: receiving an instruction for generating a SPC control chart based on the instruction of the browser, and showing a control chart type selection window comprising information of a plurality of alternative control charts; receiving an instruction indicating that target type information is selected from the multiple kinds of alternative control chart type information, and determining the target type information; displaying a control chart creating window corresponding to the target type information; acquiring control chart creating information determined according to the input information of the control chart creating window; determining at least one first target data set and graphic parameters according to the control chart creation information; an SPC control chart is generated based on the at least one first target dataset and the graphic parameters.
In another embodiment of the present application, there is provided an electronic device including: a memory and a processor; wherein the memory is used for storing programs; the processor, coupled with the memory, to execute the program stored in the memory to: receiving an instruction for generating a SPC control chart based on the instruction of the browser, and showing a control chart type selection window comprising information of a plurality of alternative control charts; receiving an instruction indicating that target type information is selected from the multiple kinds of alternative control chart type information, and determining the target type information; displaying a control chart creating window corresponding to the target type information; acquiring control chart creating information determined according to the input information of the control chart creating window; determining at least one first target data set and graphic parameters according to the control chart creation information; an SPC control chart is generated based on the at least one first target dataset and the graphic parameters.
The embodiments of the application provide a new scheme different from the prior art, and the method comprises the steps of receiving an instruction of generating a statistical process control SPC control chart based on an instruction of a browser, and displaying a control chart type selection window comprising information of a plurality of alternative control chart types; receiving an instruction indicating that target type information is selected from the multiple kinds of alternative control chart type information, and determining the target type information; displaying a control chart creating window corresponding to the target type information; acquiring control chart creating information determined according to the input information of the control chart creating window; determining at least one first target data set and graphic parameters according to the control chart creation information; the scheme for generating the SPC control chart based on the at least one first target data set and the graphic parameters provides a control chart generation scheme based on a BS framework, data can be obtained from a server only according to the determined at least one first target data set, the configuration requirement on control chart generation equipment is low, and secondly, through the scheme, the generation of the corresponding control chart can be completed only according to few operations of a user on a browser interface, so that the generation time of the control chart is saved, and the generation efficiency of the control chart is improved.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative efforts. In the drawings:
fig. 1 is a schematic flowchart of a control chart generation method according to an embodiment of the present application;
FIG. 2 is a diagram illustrating a control chart type selection window provided in an embodiment of the present application;
FIG. 3a is a diagram of a control chart creation window provided by an embodiment of the present application;
FIG. 3b is a diagram of a window for disposing rejected items according to an embodiment of the present application;
fig. 4 is a schematic diagram of a data packet configuration interface according to an embodiment of the present application;
FIG. 5 is a diagram illustrating a filter condition setup window according to an embodiment of the present application;
FIG. 6 is a diagram illustrating a display configuration window according to an embodiment of the present application;
FIG. 7 is a diagram illustrating a control chart information setting window provided in an embodiment of the present application;
FIG. 8a is a diagram illustrating a rule configuration window according to an embodiment of the present application;
FIG. 8b is a schematic diagram of a built-in rule setting interface according to an embodiment of the present application;
FIG. 8c is a schematic diagram of a custom rule setting interface provided in an embodiment of the present application;
fig. 9 is a schematic diagram of a quality level determination configuration window according to an embodiment of the present application;
FIG. 10 is a diagram illustrating a second page element according to an embodiment of the present application;
FIG. 11 is a diagram illustrating a new window of a data source according to an embodiment of the present application;
FIG. 12 is a diagram of a data source configuration window provided in accordance with an embodiment of the present application;
FIG. 13 is a schematic view of a data set configuration interface provided in accordance with an embodiment of the present application;
FIG. 14 is a diagram of a new window for a data set according to an embodiment of the present application;
FIG. 15a is a schematic diagram of a display interface corresponding to an SPC control chart provided in an embodiment of the present application;
fig. 15b is a schematic view of a display interface corresponding to a CPK analysis chart according to an embodiment of the present application;
fig. 16 is a schematic structural diagram of a control chart generation apparatus according to an embodiment of the present application;
fig. 17 is a schematic structural diagram of an electronic device according to another embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The terminology used in the embodiments of the present application is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used in this application, the singular forms "a", "an", and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise, and "the" plural "generally includes at least two, but does not preclude the inclusion of at least one. It should be understood that the descriptions of "first," second, "etc. herein are used for distinguishing between different elements, devices, etc., and are not intended to indicate a sequential order, nor is it intended to be construed as limiting the types of" first "and" second. The words "if", as used herein, may be interpreted as "at … …" or "at … …" or "in response to a determination" or "in response to a monitoring", depending on the context. Similarly, the phrase "if it is determined" or "if it is monitored (a stated condition or event)" may be interpreted as "when determining" or "in response to determining" or "when monitoring (a stated condition or event)" or "in response to monitoring (a stated condition or event)", depending on the context.
It is also noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a good or system that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such good or system. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a commodity or system that includes the element.
The technical solutions provided by the embodiments of the present application will be described in detail below with reference to the accompanying drawings. Fig. 1 is a schematic flowchart of a control chart generation method provided in an exemplary embodiment of the present application, where the method at least includes the following steps:
101. receiving an instruction for generating a SPC control chart based on the instruction of the browser, and showing a control chart type selection window comprising information of a plurality of alternative control charts;
102. receiving an instruction indicating that target type information is selected from the multiple kinds of alternative control chart type information, and determining the target type information;
103. displaying a control chart creating window corresponding to the target type information;
104. acquiring control chart creating information determined according to the input information of the control chart creating window;
105. determining at least one first target data set and graphic parameters according to the control chart creation information;
106. generating the SPC control chart based on the at least one first target dataset and the graphic parameters.
Specifically, the instruction for instructing to generate the SPC control chart may be triggered by a user, or may be automatically triggered when trigger information meeting preset information is detected, which is not limited in this application.
Specifically, the control chart type selection window may be as shown in fig. 2, and the aforementioned plurality of alternative control chart type information includes at least two of: single value-moving range control map information, mean-standard range control map information, median-range control map information, defective product numerical control mapping information, defective product rate control map information, defect numerical control mapping information, and unit defect numerical control mapping information.
When the target type information is single-value-shift range control chart information, a corresponding control chart creation window can be shown in fig. 3a, and the scheme can respond to the data set configuration operation of a first user in the control chart creation window and display one or more alternative data set information corresponding to the target type information; the at least one first target data set may be determined further in response to the first user selecting a second target data set from the one or more candidate data set information. The alternative data set information may include an identifier of the alternative data set, an identifier of a database where the alternative data set is located, and an identifier of a data set type to which the alternative data set belongs, which is not limited in the present application; that is, the aforementioned data set configuration operation may be an operation on a pull-down button, and the type of the pull-down button may be a multi-level pull-down button. In addition, the aforementioned alternative data set information may also relate to the right corresponding to the first user, and based on this, in some optional embodiments of the present application, the method further includes:
s01, acquiring authority information of the first user;
s02, determining alternative data set information corresponding to the first user according to the authority information of the first user;
s03, responding to a data set configuration operation triggered by the first user in the control chart creation window, displaying the alternative data set information, so that the user can select a second target data set from the alternative data set information;
wherein the second target data set is comprised in the at least one first target data set.
Specifically, the method further includes acquiring a login user name and a login password name input by the first user, and allowing the first user to log in the SPC software under the condition that the login user name and the login password name are verified.
Further, the method further comprises:
and responding to the system configuration operation of the third user, and acquiring personal information corresponding to the first user, user group information to which the first user belongs, role information (specific position information) corresponding to the first user and authority information of the first user, which are created by the third user. Wherein the authority information of the first user includes item information of a navigation bar visible to the first user, data source information usable by the first user and data set information in the data source information, and a menu or button operable by the first user, and the like.
Further, in the foregoing S02, the determining, according to the authority information of the first user, the alternative data set information corresponding to the first user may include: and determining the alternative data set information according to the authority information of the first user and the target type information.
Further, the graphical parameters may comprise at least one of: the SPC control chart comprises a chart name, a coordinate axis corresponding parameter corresponding to the SPC control chart, and a time interval corresponding to data needing to be displayed in the SPC control chart.
Accordingly, referring to fig. 3a, the first user may input a chart name (i.e., a report name) through the control chart creation window, select a time interval corresponding to data to be displayed in the SPC control chart, and select a parameter corresponding to an axis corresponding to the SPC control chart. The coordinate axis corresponding parameters corresponding to the SPC control chart may include X-axis corresponding parameters and Y-axis (i.e., the sample in fig. 3 a) corresponding parameters.
Further, the method further comprises: responding to other dimension information configuration operation triggered in the control chart creation window by the first user, and determining the display content of other dimension information; wherein, the other dimension information includes the remaining field information in the at least one first target dataset except the dataset field information satisfying the query condition (the remaining field information is shown in the display box corresponding to "dataset field" in fig. 3 a); the aforementioned other dimension information configuring operation may include an operation of selecting a sample dimension from the remaining field information (i.e., the presentation field information selected from the remaining field information to be presented in the SPC control chart) by the user.
It should be noted that the graphic parameters corresponding to different target type information are different, for example: when the target type information is reject ratio control map information, that is, the SPC control map is a reject ratio control map, the corresponding graphic parameters further include: unqualified product number series information and corresponding reference information;
specifically, the control chart creation window may further include a reject item configuration window shown in fig. 3b, where the data set field of fig. 3b is a first alternative that can be selected as reject number column information, and the reject number column information refers to a reject item selected by the user from the first alternative through the selection button; the sampling sequence definition mode refers to a determination mode of the reference information, and when the user sets the determination mode of the reference information to be constant in number and the number is abc, the abc is the reference information; when the determination mode of the reference information set by the user is a sampling number sequence, the unqualified product configuration window can also display a pull-down menu which is used for the user to select the reference information and comprises a second alternative, and when the user selects a field def from the pull-down menu of the second alternative, the value corresponding to the def is the reference information, wherein the contents of the first alternative and the second alternative can be the same, and the unqualified product rate can be determined by the ratio of the unqualified product number sequence information and the corresponding reference information.
In another optional embodiment of the present application, in the step 105, determining at least one first target data set according to the control chart creation information includes:
acquiring a second target data set according to the identifier of the second target data set carried in the control chart creation information;
when at least one associated data set associated with the second target data set exists, acquiring the at least one associated data set, and taking the second target data set and the at least one associated data set as the at least one first target data set.
Specifically, the association relationship information between the data sets may be established by responding to the operation of the first user configuring the data packets in the data packet configuration interface corresponding to fig. 4, where a plurality of data sets having an association relationship may form one data packet.
In fig. 4, the types of data sets can be named by user customization, and the user can configure various types of data sets, such as: a type A data set, a type B data set, a type C data set, a type D data set and a type E data set; each type of data set may include one or more user-configured sub data sets, such as: the D-type data set includes a sub data set D1 and a sub data set D2.
In some alternative embodiments, the second target data set may be the sub data set d1, and its corresponding associated data set may be the sub data set d 2. The sub data set d1 and the sub data set d2 may include various kinds of associable data information, such as: plant name, projected production, actual production, date of production, failure rate, and week, etc. The first user may establish an association relationship between the associable data information by connecting the sub data set d1 with nodes corresponding to the associable data information in the sub data set d2, and when there is an associated number between the sub data set d1 and the sub data set d2
When the data is information, the sub data set d1 has an association relationship with the sub data set d 2.
In other optional embodiments, after the first user establishes the second target dataset and its corresponding associated dataset, the first user may further save the second target dataset and its corresponding associated dataset as a new mixed dataset type, and bind the second target dataset and its corresponding associated dataset with the mixed dataset type, so that a corresponding user performs a dataset configuration operation in a control chart creation window to expose the mixed dataset type and the sub datasets (i.e., the second target dataset and its corresponding associated dataset) contained in the mixed dataset type, and accordingly, in step S105, determining at least one first target dataset according to the control chart creation information includes:
and determining the at least one first target data set according to the data set type information carried in the control chart creation information.
Further, the method also comprises the following steps:
acquiring at least one piece of detection object information determined according to input information of a filtering condition setting window;
generating an SPC control chart based on the at least one first target dataset and the graphic parameters includes: an SPC control chart is generated based on the at least one first target dataset, the graphic parameters, and the at least one test object information.
The input information may be input by a first user or may be automatically input according to a preset script, the display of the filtering condition setting window may be triggered by the operation of the first user on the SPC control chart interface for the corresponding control, the filtering condition setting window may refer to fig. 5, and the detection object information may include a detection type and a detection target; the detection target can comprise a detection target object name and detection content information; among them, the detection category may be, for example: a (which may be a business name) quality inspection, the name of an inspection target object may be, for example, an inspection item, an inspection department, and the like, and inspection content information includes, for example, a wafer thickness, a wafer diameter, and the like. The scheme can respond to the operation of a button of a first user for adding the field in the filtering condition setting window, and display a new field line, wherein the field line is used for the user to input a new detection target.
Further, the method further comprises: receiving a display configuration instruction triggered by a display configuration window, and determining at least one display option;
and said generating an SPC control chart based on said at least one first target dataset and said graphic parameters, comprising: generating an SPC control chart based on the at least one first target dataset, the graphic parameters, and the at least one display option;
wherein the display options include at least one of: specification line, control line, target value, centerline, exclude data points from over-specification line, exclude data points from over-control line.
It should be noted that the display configuration command may be triggered by an operation command of the first user, or may be triggered automatically, and when the display option selected by the first user includes the exclusion of the over-specification line data point, the corresponding SPC control chart will automatically exclude the abnormal data of the value corresponding to the over-specification line, and the abnormal data will not be displayed in the SPC control chart. Similarly, when the display option selected by the first user includes a data point which is out of the control line, abnormal data exceeding the value corresponding to the control line is automatically excluded from the corresponding SPC control map, and the abnormal data is not displayed in the SPC control map any more, so that the influence of the display of the abnormal data on the analysis of the data can be avoided.
Specifically, the first user may perform a display configuration operation through the display configuration window illustrated in fig. 6, where the specification lines include a specification upper limit USL line and a specification lower limit LSL line, and the control lines include a control upper limit UCL line and a control lower limit LCL line. The first user can select the corresponding display option through setting the switch item corresponding to the display option, and specifically, when the first user sets the switch item corresponding to the display option to the on state, the first user is represented to select the display option.
In some optional embodiments of the present application, the method further comprises the steps of:
s1, acquiring index parameters determined according to input information of a control chart information setting window and effective time corresponding to the index parameters;
s2, storing the index parameters and the effective time corresponding to the index parameters so as to be obtained when generating corresponding control charts;
wherein the indicator parameter comprises at least one of:
a specification upper limit value, a specification lower limit value, a control upper limit value, a control lower limit value, a target value, and a center value.
Specifically, the control chart information setting window may be as shown in fig. 7, and the "time" corresponding to fig. 7 may be an effective start time corresponding to the corresponding index parameter, and different effective start times of the index parameters may be different. When the control map corresponding to the target type information includes an upper map part and a lower map part (for example, when the control map information is single-value-shift range control map information, the upper map is a partial map corresponding to a single value, and the lower map is a partial map corresponding to a range value), the user can set the index parameters corresponding to the upper map and the lower map respectively through fig. 7.
Further, the method further comprises:
judging the difference of the data in the at least one first target data set to obtain a difference judgment result;
outputting the judgment result;
wherein, the output mode of the judgment result comprises at least one of the following modes:
displaying the judgment result on the SPC control chart display interface;
and acquiring a pushing mode, and sending the judgment result to a corresponding target object according to the pushing mode.
The target object may be a target device corresponding to a push mode, and may also be an account corresponding to the push mode.
Specifically, the distinguishing the data in the at least one first target data set to obtain a distinguishing result includes:
acquiring at least one pre-configured judgment rule;
and judging the data in the at least one first target data set based on the at least one judgment rule to obtain a judgment result.
Further, the method further comprises:
displaying a rule configuration window in response to a rule configuration request triggered by a first user;
responding to a built-in rule setting operation triggered by the first user through the rule configuration window, and displaying a corresponding built-in rule setting interface;
responding to selection operation executed by a first user aiming at a plurality of alternative rules displayed in the built-in rule setting interface, and acquiring at least one target rule selected by the first user; taking the at least one target rule as the preconfigured at least one discriminant rule; or
Responding to a user-defined rule setting operation triggered by the first user through the rule configuration window, and displaying a corresponding user-defined rule setting interface;
responding to a user-defined rule setting operation executed by a first user aiming at the user-defined rule setting interface, and acquiring at least one user-defined rule input by the first user; and taking the at least one custom rule as the at least one pre-configured discriminant rule.
Specifically, the rule configuration request may be triggered by the operation of the first user in the rule configuration window shown in fig. 8 a; the corresponding built-in rule setting interface may be as shown in fig. 8b, and the custom rule setting interface may be as shown in fig. 8c, where the multiple candidate rules include at least two of the following:
r1: 1 point, wherein the distance from the center line is greater than K standard deviations, K is greater than or equal to 1 and less than or equal to 6, and the default value of K can be 3;
r2: the continuous K points are positioned on the same side of the center line, wherein K is more than or equal to 7 and less than or equal to 11, and the default value of K can be 7;
r3: k points are continuously increased or decreased in a whole mode, wherein K is more than or equal to 5 and less than or equal to 8, and the default value of K can be 5;
r4: k points are continuous and staggered up and down, wherein K is more than or equal to 12 and less than or equal to 14, and the default value of K can be 14;
r5: k points are arranged in the K +1 points, the distance from the center line (on the same side) is more than 2 standard deviations, wherein K is more than or equal to 2 and less than or equal to 4, and the default value of K can be 2;
r6: k points are arranged in the K +1 points, the distance from the center line (on the same side) is greater than 1 standard deviation, wherein K is greater than or equal to 3 and less than or equal to 6, and the default value of K can be 4;
r7: k points are continuous, the distance from the center line (any side) is within 1 standard deviation, wherein K is more than or equal to 12 and less than or equal to 15, and the default value of K can be 15;
r8: k points are continuous and are more than 1 standard deviation away from the central line (any side), wherein K is more than or equal to 6 and less than or equal to 10, and the default value of K can be 8.
Further, the customized rule setting operation may include an operation of creating a new rule, an operation of setting a name of a built-in rule, a value type (e.g., a fixed value) corresponding to the rule, a corresponding value, and the like, and may further include an operation of setting a rule type (e.g., a built-in pointer), a pointer name (e.g., TARGET), and the like.
Further, the method further comprises:
acquiring push type information and push time information configured by a first user;
and determining the pushing mode based on the pushing type information and the pushing time information.
Wherein the push type information may include at least one of the following information: mail and corresponding mailbox address information, mobile phone and corresponding mobile phone number. The push time information may include any one of: the time information or the time interval information of real-time pushing, timing pushing and timing pushing is obtained. Specifically, the push type information and the push time information may be determined in response to the setting operation of the first user for the push type information and the push time information in the rule configuration window shown in fig. 8 a.
Further, the method can also automatically judge the quality level of the detected content information, and based on the quality level, the method further comprises the following steps:
s001, determining a process capability index (CPK) according to the at least one first target data set and the image parameters;
s002, acquiring a pre-configured quality grade judgment rule;
s003, determining a quality grade according to the process capability index and the quality grade judgment rule;
and S004, outputting the quality grade.
The quality class determination rule may be obtained by responding to a setting operation performed by the first user for the quality class determination configuration window. Correspondingly, the method further comprises the following steps:
acquiring a judgment formula corresponding to a plurality of quality grades configured by a first user through a quality grade judgment configuration window;
and obtaining the preset quality grade judgment rule based on the judgment formulas respectively corresponding to the quality grades.
The quality level determination configuration window may be as shown in fig. 9, and the first user may set the quality level determination rule by setting a correspondence between the determination formula and the level. The first user may also add, modify, or delete quality-level decision rules through a quality-level decision configuration window.
In some optional embodiments of the present application, the method further comprises:
displaying a first page element and a sharing control corresponding to the SPC control chart in an associated manner;
receiving an operation instruction of the sharing control, and displaying at least one piece of optional user information;
and acquiring a selection instruction for selecting target user information from the at least one candidate user information, and executing the operation of sharing the SPC control chart.
Specifically, the displaying of the first page element and the sharing control corresponding to the SPC control chart may be triggered when it is detected that the first user clicks the sharing-related control corresponding to the SPC control chart, where the first page element may be an image identifier corresponding to the SPC control chart or a thumbnail identifier.
In other optional embodiments, the method further comprises:
displaying a second page element corresponding to the SPC control chart;
responding to the operation of the first user corresponding to the second page element, and displaying at least one alternative control;
and responding to the operation of the first user for selecting the target control from the at least one alternative control, and executing the corresponding step.
Specifically, the second page element may be as shown in fig. 10, and the at least one alternative control may include at least one of: the SPC control system includes a sharing control, a publishing control, a configuration control, a preview control, a copying control, a moving control, and a deleting control, and the "X control chart" in fig. 10 may be name information corresponding to the SPC control chart.
When it is detected that the first user selects the publishing control, the method further includes: and displaying at least one candidate directory information, and when detecting that a first user selects a target directory from the at least one candidate directory information, acquiring a diagram name corresponding to the SPC control diagram, and establishing an association relationship between the diagram name and the target directory.
Correspondingly, the method further comprises the following steps: responding to the operation of a first user on the target directory, and displaying the graph name which has an association relation with the target directory; in response to the operation of the first user on the graph name, displaying the SPC control chart corresponding to the graph name can facilitate the user to inquire historical data.
Further, when the first user is detected to select the sharing control, displaying at least one piece of alternative user information; and acquiring a selection instruction for selecting target user information from the at least one candidate user information, and executing the operation of sharing the SPC control chart.
Further, with respect to the data source of the SPC software, the method further comprises:
receiving a first configuration instruction configured for a data source, and acquiring data source information corresponding to the first configuration instruction and corresponding account information;
testing whether the data source information can be used or not according to the account information;
under the condition of passing the test, saving the data source information;
and displaying abnormal prompt information when the test fails.
The data source information may include various types, for example: files, databases, WebAPI, and OPC services. When the type of the data source information is a database, the corresponding data source new building window can be as shown in fig. 11, and a third user can configure a database name, a brief description of the database, database information, a database corresponding to the database information (the database refers to a sub-database)/or a service through the data source new building window shown in fig. 11; further, a third user can also input address information corresponding to the database information and port information corresponding to the address information through the data source new building window.
Further, the method further comprises the step of obtaining account information and corresponding password information input by a third user in the data source new building window so as to verify whether the third user has the right to configure the corresponding data source.
Further, in the present solution, after a third user triggers a test button of a new window of a data source, the present solution may execute a step of testing whether the database information is available.
Wherein, in the scheme of this application, still include: receiving a second configuration instruction for data set configuration, acquiring data set information corresponding to the second configuration instruction, and storing the data set information, and specifically, displaying a corresponding data source new window in response to a data source configuration operation of a third user in a data source configuration window as shown in fig. 12; when the third user selects the database in the data source configuration window and clicks the new button, the new window of the data source corresponding to fig. 11 can be displayed. The database entry box in fig. 11 corresponds to the type in fig. 12, for example, the "MYSQL" type, and the name in fig. 11 corresponds to the name in fig. 12, and when the third user successfully creates the data source, the corresponding new creation result will be shown in the data source configuration window.
In some optional embodiments of the present application, the interface corresponding to the data source new creation window may be displayed on the interface corresponding to the data source configuration window in a floating window manner, so as to facilitate a third user to observe a currently established data source.
Further, the method further comprises:
responding to a data set configuration operation triggered by a third user, and acquiring data set information configured by the third user;
saving the data set information.
The data set information may be a table or a view in a database to which the data set information belongs or a segment of SQL statement, which is not limited in this application.
Specifically, the data set configuration interface shown in fig. 13 may be displayed in response to a data set configuration request triggered by a third user, and further, in response to a data set configuration operation of the third user on the data set configuration interface, a corresponding data set new window is displayed, fig. 14 is a schematic diagram of the data set new window, in fig. 14, a name of a data set that the third user may customize is "data set c 2", a data source to which the data set determined by the third user through a pull-down menu belongs may be the database 123, an attribute of the data set selected by the third user may be a data table, and a name of the corresponding data table may be the table 111. After the third user establishes the data set through the data set new window, the data set establishment result may be displayed in the data set configuration interface, as shown in fig. 13, and the data set c1 may also be established in a similar manner, which is not described herein again.
After the data set is created, when the first user creates the SPC control chart, the aforementioned alternative data set information may be determined based on its corresponding permissions, as well as the created completed data set.
Further, the method further comprises: in response to the operation of the third user in the data set configuration interface to generate fields for the successfully established data set, in the field display area of fig. 13, the fields corresponding to the data set are displayed, and the contents of the fields may be related to the data set, and may include, for example: plant name, projected production, actual production, date of production, failure rate, and week, etc. In addition, the third user may also set the field display content of the field content in the data set configuration interface, which is not limited in this application.
In some optional embodiments of the present application, the interface corresponding to the data set new creation window may be displayed on the interface corresponding to the data set configuration window in a floating window manner, so as to facilitate a third user to observe a currently established data set condition.
Further, the filter condition setting window, the control chart creating window, the control chart information setting window, the rule configuration window, the quality level judgment configuration window and the display configuration window can be displayed when detecting a corresponding control operated by the user on the display interface corresponding to the SPC control chart, so that the user can conveniently change corresponding settings. The control map information setting window, the rule configuration window, and the control map information setting window may be located in the same window, which is specifically shown in fig. 8a and will not be described herein again.
Further, the above-described filter condition setting window, control chart creation window, control chart information setting window, rule configuration window, quality level judgment configuration window, and display configuration window may be displayed in a floating window form on the SPC control chart to facilitate observation of the SPC control chart by a third user.
Further, the method further comprises:
and receiving a graph switching instruction triggered by a display interface corresponding to the SPC control graph, and displaying a corresponding switching graph. Specifically, referring to fig. 15b, fig. 15a is a display interface corresponding to the SPC control chart, where the display interface includes a control chart graphic display area and other dimension information display areas; wherein, the other dimension information area is used to show the corresponding content of the sample dimension in fig. 3 a.
Alternatively, the graphic switching instruction may be a click operation of the buttons corresponding to the "CPK analysis chart", "normal test", and "CPK trend chart" shown in fig. 15a by the first user. For example: when the graph switching operation triggered by the first user is an operation of clicking a button corresponding to the "CPK analysis graph", the switching graph may be as shown in fig. 15b, and the display interface corresponding to the switching graph may also include a CPK analysis graph display area and other dimension information display areas.
Accordingly, the first user may trigger the operation of displaying the graph corresponding to the "normal test" by operating the button corresponding to the "normal test", which is not described herein again.
The embodiments of the application provide a new scheme different from the prior art, and the method comprises the steps of receiving an instruction of generating a statistical process control SPC control chart based on an instruction of a browser, and displaying a control chart type selection window comprising information of a plurality of alternative control chart types; receiving an instruction indicating that target type information is selected from the multiple kinds of alternative control chart type information, and determining the target type information; displaying a control chart creating window corresponding to the target type information; acquiring control chart creating information determined according to the input information of the control chart creating window; determining at least one first target data set and graphic parameters according to the control chart creation information; the scheme for generating the SPC control chart based on the at least one first target data set and the graphic parameters can automatically determine the corresponding target data sets and the graphic parameters according to the control chart creation information input by the user in the control chart creation window, so that the flexibility of setting the data sources and the graphic parameters corresponding to the SPC is improved. Furthermore, the scheme of the application is a control chart generation scheme based on a BS architecture, data can be obtained from a server only according to the determined at least one first target data set, the configuration requirement on control chart generation equipment is low, and secondly, the generation of the corresponding control chart can be completed only according to few operations of a user on a browser interface through the scheme of the application, so that the generation time of the control chart is saved, and the generation efficiency of the control chart is improved.
In addition, the scheme of the application is based on the BS framework, the browser can be used for accessing and upgrading to a new version quickly, the performance can be expanded according to needs, the requirement on client configuration is low, the mobile terminal is supported, the mobile terminal can be used in a mobile phone, a PDA and a tablet personal computer, and the application range of SPC software is expanded.
Fig. 16 is a schematic structural diagram of a control chart generation apparatus according to an exemplary embodiment of the present application;
wherein, the device includes: a response module 161, an acquisition module 162, a presentation module 163, a determination module 164, and a generation module 165, wherein:
a response module 161 for receiving instructions for generating SPC control charts based on the instructions from the browser, presenting a control chart type selection window including information for a plurality of alternative control chart types;
an obtaining module 162, configured to receive an instruction indicating that target type information is selected from the multiple kinds of candidate control chart type information, and determine the target type information;
the display module 163 is configured to display a control chart creation window corresponding to the target type information;
the obtaining module 162 is further configured to obtain control chart creation information determined according to the input information of the control chart creation window;
a determining module 164, configured to determine at least one first target data set and a graphic parameter according to the control chart creation information;
a generating module 165 for generating an SPC control chart based on the at least one first target dataset and the graphic parameters.
Optionally, the graphical parameters include at least one of:
the SPC control chart comprises a chart name, a coordinate axis corresponding parameter corresponding to the SPC control chart, and a time interval corresponding to data needing to be displayed in the SPC control chart.
Optionally, the apparatus is further configured to:
acquiring at least one piece of detection object information determined according to input information of a filtering condition setting window;
generating an SPC control chart based on the at least one first target dataset and the graphic parameters includes:
an SPC control chart is generated based on the at least one first target dataset, the graphic parameters, and the at least one test object information.
Optionally, the apparatus is further configured to:
receiving a display configuration instruction triggered by a display configuration window, and determining at least one display option;
and said generating an SPC control chart based on said at least one first target dataset and said graphic parameters, comprising:
generating an SPC control chart based on the at least one first target dataset, the graphic parameters, and the at least one display option;
wherein the display options include at least one of: specification line, control line, target value, centerline, exclude data points from over-specification line, exclude data points from over-control line.
Optionally, the apparatus is further configured to:
acquiring an index parameter determined according to input information of a control chart information setting window and effective time corresponding to the index parameter;
storing the index parameters and the effective time corresponding to the index parameters so as to be acquired when the corresponding control chart is generated;
wherein the indicator parameter comprises at least one of:
a specification upper limit value, a specification lower limit value, a control upper limit value, a control lower limit value, a target value, and a center value.
Optionally, when the determining module 164 is configured to determine at least one first target data set according to the control chart creation information, specifically, to:
acquiring a second target data set according to the identifier of the second target data set carried in the control chart creation information;
when at least one associated data set associated with the second target data set exists, acquiring the at least one associated data set, and taking the second target data set and the at least one associated data set as the at least one first target data set.
Optionally, when the determining module 164 is configured to determine at least one first target data set according to the control chart creation information, specifically, to:
and determining the at least one first target data set according to the data set type information carried in the control chart creation information.
Optionally, the apparatus is further configured to:
judging the difference of the data in the at least one first target data set to obtain a difference judgment result;
outputting the judgment result;
wherein, the output mode of the judgment result comprises at least one of the following modes:
displaying the judgment result on the SPC control chart display interface;
and acquiring a pushing mode, and sending the judgment result to a corresponding target object according to the pushing mode.
Optionally, when the apparatus is configured to discriminate data in the at least one first target data set, and obtain a discrimination result, the apparatus is specifically configured to:
acquiring at least one pre-configured judgment rule;
and judging the data in the at least one first target data set based on the at least one judgment rule to obtain a judgment result.
Optionally, the apparatus is further configured to:
displaying a rule configuration window in response to a rule configuration request triggered by a first user;
responding to a built-in rule setting operation triggered by the first user through the rule configuration window, and displaying a corresponding built-in rule setting interface;
responding to selection operation executed by a first user aiming at a plurality of alternative rules displayed in the built-in rule setting interface, and acquiring at least one target rule selected by the first user; taking the at least one target rule as the preconfigured at least one discriminant rule; or
Responding to a user-defined rule setting operation triggered by the first user through the rule configuration window, and displaying a corresponding user-defined rule setting interface;
responding to a user-defined rule setting operation executed by a first user aiming at the user-defined rule setting interface, and acquiring at least one user-defined rule input by the first user; and taking the at least one custom rule as the at least one pre-configured discriminant rule.
Optionally, the apparatus is further configured to:
acquiring push type information and push time information configured by a first user;
and determining the pushing mode based on the pushing type information and the pushing time information.
Optionally, the apparatus is further configured to:
determining a process capability index based on the at least one first target data set and the graphical parameter;
acquiring a pre-configured quality grade judgment rule;
determining a quality grade according to the process capability index and the quality grade judgment rule;
and outputting the quality grade.
Optionally, the apparatus is further configured to:
acquiring a judgment formula corresponding to a plurality of quality grades configured by a first user through a quality grade judgment configuration window;
and obtaining the preset quality grade judgment rule based on the judgment formulas respectively corresponding to the quality grades.
Optionally, the apparatus is further configured to:
displaying a first page element and a sharing control corresponding to the SPC control chart in an associated manner;
displaying at least one alternative user information, receiving an operation instruction for the sharing control, and displaying at least one alternative user information;
and acquiring a selection instruction for selecting target user information from the at least one candidate user information, and executing the operation of sharing the SPC control chart.
Optionally, the apparatus is further configured to:
acquiring authority information of a first user;
determining alternative data set information corresponding to the first user according to the authority information of the first user;
responding to a data set configuration operation triggered by a first user in the control chart creation window, displaying the alternative data set information so that the user can select a second target data set from the alternative data set information;
wherein the second target data set is comprised in the at least one first target data set.
Optionally, the apparatus is further configured to:
receiving a first configuration instruction configured for a data source, and acquiring data source information corresponding to the first configuration instruction and corresponding account information;
testing whether the data source information can be used or not according to the account information;
under the condition of passing the test, saving the data source information;
and displaying abnormal prompt information when the test fails.
Optionally, the apparatus is further configured to:
responding to a data set configuration operation triggered by a third user, and acquiring data set information configured by the third user;
saving the data set information.
Optionally, the apparatus is further configured to:
and receiving a graph switching instruction triggered by a display interface corresponding to the SPC control graph, and displaying a corresponding switching graph.
For the related implementation of the components related to the embodiment of the present apparatus, reference may be made to the foregoing description, and details are not described herein.
Fig. 17 is a schematic structural diagram of an electronic device according to an exemplary embodiment of the present application, including: a memory 171 and a processor 172; wherein the content of the first and second substances,
the memory 171 for storing a program;
the processor 172, coupled to the memory, is configured to execute the program stored in the memory 171 to:
receiving an instruction for generating a SPC control chart based on the instruction of the browser, and showing a control chart type selection window comprising information of a plurality of alternative control charts;
receiving an instruction indicating that target type information is selected from the multiple kinds of alternative control chart type information, and determining the target type information;
displaying a control chart creating window corresponding to the target type information;
acquiring control chart creating information determined according to the input information of the control chart creating window;
determining at least one first target data set and graphic parameters according to the control chart creation information;
an SPC control chart is generated based on the at least one first target dataset and the graphic parameters.
The memory 171 may be configured to store other various data to support operations on the electronic device. Examples of such data include instructions for any application or method operating on the electronic device. The memory 171 may be implemented by any type or combination of volatile or non-volatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disks.
The processor 172 may also implement other functions in addition to the above functions when executing the program in the memory 171, which may be specifically referred to the description of the foregoing embodiments.
Further, as shown in fig. 17, the electronic apparatus further includes: display 173, power components 174, communication components 175, and the like. Only some of the components are schematically shown in fig. 17, and the electronic device is not meant to include the components shown in fig. 17.
For the specific implementation corresponding to this embodiment, reference may be made to the foregoing description, and details are not described herein again.
Accordingly, embodiments of the present application also provide a computer-readable storage medium storing a computer program, where the computer program can implement the steps or functions of the control chart generation method provided in the foregoing embodiments when executed by a computer.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present application, and not to limit the same; although the present application has been described in detail with reference to the foregoing embodiments, it should be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions in the embodiments of the present application.
Claims (12)
1. A control chart generation method, comprising:
receiving an instruction for generating a SPC control chart based on the instruction of the browser, and showing a control chart type selection window comprising information of a plurality of alternative control charts;
receiving an instruction indicating that target type information is selected from the multiple kinds of alternative control chart type information, and determining the target type information;
displaying a control chart creating window corresponding to the target type information;
acquiring control chart creating information determined according to the input information of the control chart creating window;
determining at least one first target data set and graphic parameters according to the control chart creation information;
generating the SPC control chart based on the at least one first target dataset and the graphic parameters.
2. The method of claim 1, further comprising:
acquiring at least one piece of detection object information determined according to input information of a filtering condition setting window;
generating the SPC control chart based on the at least one first target dataset and the graphic parameters comprises:
generating the SPC control chart based on the at least one first target dataset, the graphic parameters, and the at least one detection object information.
3. The method of claim 1, further comprising:
receiving a display configuration instruction triggered by a display configuration window, and determining at least one display option;
and said generating said SPC control chart based on said at least one first target dataset and said graphic parameters comprises:
generating the SPC control chart based on the at least one first target dataset, the graphic parameters, and the at least one display option;
wherein the display options include at least one of: specification line, control line, target value, centerline, exclude data points from over-specification line, exclude data points from over-control line.
4. The method of claim 1, further comprising:
acquiring an index parameter determined according to input information of a control chart information setting window and effective time corresponding to the index parameter;
storing the index parameters and the effective time corresponding to the index parameters so as to be acquired when the corresponding control chart is generated;
wherein the indicator parameter comprises at least one of:
a specification upper limit value, a specification lower limit value, a control upper limit value, a control lower limit value, a target value, and a center value.
5. The method of claim 1, wherein determining at least one first target dataset from the control chart creation information comprises:
acquiring a second target data set according to the identifier of the second target data set carried in the control chart creation information;
when at least one associated data set associated with the second target data set exists, acquiring the at least one associated data set, and taking the second target data set and the at least one associated data set as the at least one first target data set.
6. The method of claim 1, further comprising:
judging the difference of the data in the at least one first target data set to obtain a difference judgment result;
outputting the judgment result;
wherein, the output mode of the judgment result comprises at least one of the following modes:
displaying the judgment result on the SPC control chart display interface;
and acquiring a pushing mode, and sending the judgment result to a corresponding target object according to the pushing mode.
7. The method of claim 6, wherein the differentiating the data in the at least one first target data set to obtain a differentiation result comprises:
acquiring at least one pre-configured judgment rule;
and judging the data in the at least one first target data set based on the at least one judgment rule to obtain a judgment result.
8. The method of claim 1, further comprising:
displaying a first page element and a sharing control corresponding to the SPC control chart in an associated manner;
receiving an operation instruction of the sharing control, and displaying at least one piece of optional user information;
and acquiring a selection instruction for selecting target user information from the at least one candidate user information, and executing the operation of sharing the SPC control chart.
9. The method of claim 1, further comprising:
receiving a first configuration instruction configured for a data source, and acquiring data source information corresponding to the first configuration instruction and corresponding account information;
testing whether the data source information can be used or not according to the account information;
under the condition of passing the test, saving the data source information;
and displaying abnormal prompt information when the test fails.
10. The method of claim 1, further comprising:
receiving a second configuration instruction configured for a data set, and acquiring data set information corresponding to the second configuration instruction;
saving the data set information.
11. The method of claim 1, further comprising:
and receiving a graph switching instruction triggered by a display interface corresponding to the SPC control graph, and displaying a corresponding switching graph.
12. An electronic device, comprising: a memory and a processor; wherein the content of the first and second substances,
the memory is used for storing programs;
the processor, coupled with the memory, to execute the program stored in the memory to:
receiving an instruction for generating a SPC control chart based on the instruction of the browser, and showing a control chart type selection window comprising information of a plurality of alternative control charts;
receiving an instruction indicating that target type information is selected from the multiple kinds of alternative control chart type information, and determining the target type information;
displaying a control chart creating window corresponding to the target type information;
acquiring control chart creating information determined according to the input information of the control chart creating window;
determining at least one first target data set and graphic parameters according to the control chart creation information;
generating the SPC control chart based on the at least one first target dataset and the graphic parameters.
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