CN110287243B - Distributed data real-time acquisition and display system and method - Google Patents
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Abstract
The invention relates to the technical field of data processing methods applicable to specific functions, in particular to a distributed data real-time acquisition and display system and a distributed data real-time acquisition and display method, which comprise a configuration subsystem, a configuration subsystem and a display subsystem, wherein the configuration subsystem is used for acquiring or generating an index generation rule according to specified parameters and specified indexes; the data acquisition module is used for generating a parameter acquisition table according to the specified parameters and acquiring acquired data according to the parameter acquisition table; the analysis subsystem is used for generating or updating an analysis result according to the collected data and the index generation rule; and the result display module is used for displaying the analysis result to the manager. By adopting the scheme, the manager can configure the index generation rule according to the requirement, so that customized data statistics can be realized, and the development period can be shortened.
Description
Technical Field
The invention relates to the technical field of data processing methods suitable for specific functions, in particular to a distributed data real-time acquisition and display system and a distributed data real-time acquisition and display method.
Background
For enterprise management, it is important how to collect data, analyze the collected data and generate analysis results, and show the analysis results. The existing data generation methods of industrial management processes are generally as follows:
1. the staff fills in the site paper form;
2. industrial robots, equipment computers;
3. various software systems used by enterprises are generated;
4. other hardware devices, such as sensors, of the enterprise setting.
The existing data analysis methods are generally as follows:
1. manually carrying out statistical analysis through an Excel table;
2. through statistical analysis of programs developed by enterprise customization.
However, due to the diversity of data generation methods, the data formats are different, and there is difficulty in performing statistical analysis. The following disadvantages exist by manual statistical analysis of Excel tables: the generation, statistics and analysis of the Excel table all need a large amount of time, and the statistical analysis efficiency is too low; in the process, new data are generated, and data analysis is not performed in time; the Excel form needs to be filled by workers, the labor cost is increased, and the field data is subjected to secondary processing or modification, so that the data is inaccurate, and the subsequent statistical analysis result is influenced.
The statistical analysis of programs developed by enterprise customization has the following disadvantages: the data sources are more, the development difficulty is high, the development period is long, the data sources are increased or decreased, the maintenance and the upgrading are difficult, and the cost investment is high.
Disclosure of Invention
The invention aims to provide a distributed data real-time acquisition and display system and method, which can enable a manager to configure an index generation rule according to needs, realize customized data statistics and shorten the development period.
The present invention provides a basic scheme: the distributed data real-time acquisition and display system comprises a configuration subsystem, a data acquisition module, an analysis subsystem and a result display module, wherein the configuration subsystem comprises:
the rule configuration module is used for acquiring or generating an index generation rule according to the specified parameters and the specified indexes;
the data acquisition module is used for generating a parameter acquisition table according to the specified parameters and acquiring the acquired data according to the parameter acquisition table;
the analysis subsystem is used for generating or updating an analysis result according to the collected data and the index generation rule;
and the result display module is used for displaying the analysis result to the manager.
Has the advantages that: the index generation rule is a logical algorithm for generating indexes according to a plurality of parameters.
The basic scheme has the following working principle and beneficial effects: the rule configuration module is used for acquiring or generating an index generation rule according to the designated parameters and the designated indexes, the designated parameters and the designated indexes are set by a manager according to requirements, and the acquired or generated index generation rule meets the management requirements of the manager. The parameter acquisition table is generated according to the designated parameters, and the enterprise can indicate the data required to be acquired or filled through the parameter acquisition, so that the staff can fill in the acquired data conveniently, and the system implementation time is shortened.
And generating or updating an analysis result according to the collected data and the index generation rule, generating the analysis result when the collected data is obtained for the first time, updating the generated analysis result when the collected data is obtained again, and updating the analysis result in real time according to the collected parameters, so that a manager can conveniently master the analysis result in real time.
The method comprises the steps of obtaining or generating an index generation rule according to an appointed parameter and an appointed index set by a manager, thereby realizing customized data statistics, and simultaneously generating a parameter collection table, so that enterprises or workers can clearly acquire or upload data conveniently to shorten the system implementation time.
Further, the system also comprises a database used for presetting a plurality of basic rules;
and the rule configuration module is used for calling basic rules from the database according to the specified parameters and the specified indexes and constructing index generation rules according to the basic rules.
Description of the nouns: the basic rules are general basic logic algorithms like addition, subtraction, multiplication, division, etc.
Has the advantages that: the method has the advantages that the method is free from curiosity in the world, a lot of differences exist among different enterprises, the management requirements of natural gas workers are different, when a certain enterprise has special indexes, for example, the material cost accounts for the labor cost, at the moment, basic rules are called, the index generation rules are generated according to the basic rules, the management requirements of the enterprise are completely met, and accordingly customized data statistics of the enterprise is achieved.
Further comprises a database for presetting a plurality of standard generating rules,
and the rule configuration module is used for selecting a standard generation rule from a database as an index generation rule according to the specified parameters and the specified indexes.
Description of the nouns: the standard generation rule is a logic algorithm commonly used in enterprises at present and used for generating indexes according to parameters, and is preset in a database by a developer.
Has the advantages that: for example, the designated index set by the administrator is the cost of a single product, that is, the set designated parameters are the total production cost and the total production amount, the cost of a single product is a typical index of an enterprise, and most industrial manufacturing enterprises need the index, so that the index generation rule for calculating the cost of a single product according to the total production cost and the total production amount is preset in the database, and the index generation rule can be used by directly obtaining the index generation rule.
Further, the analysis subsystem includes:
the index generation module is used for screening the collected data from the parameter collection table according to the index generation rule and generating an actual index according to the collected data and the index generation rule;
and the index analysis module is used for generating an analysis result according to the actual index and the standard index.
Description of the nouns: the standard index is a target value preset by an enterprise, a plurality of standard indexes are preset in the system, for example, the cost of a single product needs to be controlled below 100 yuan, 100 yuan is the standard index, and for example, the qualification rate of the product on the day is more than 98%, and 98% is the standard index.
Has the advantages that: the indexes required by the enterprise are not one or two, but a plurality of indexes, each index is provided with a plurality of parameters, and the parameters are obtained through a parameter acquisition table, so when a certain index needs to be generated, acquisition data required for generating the index are screened out from the parameter acquisition table according to an index generation rule, an actual index is generated according to the acquisition data and the index generation rule, an analysis result is generated according to the actual index and a standard index, and a manager grasps the dynamics of the enterprise through the analysis result.
Further, the analysis subsystem further comprises:
and the index recording module is used for generating or updating an index recording table according to the actual index and generating or updating a result recording table according to the analysis result.
Has the advantages that: through the index record table, a manager can know the change trend of the corresponding index, so that the management measures are changed, and the management effect is improved. Through the result record table, a manager can know whether the corresponding indexes exceed the standard, the times of exceeding the standard and the rough condition of exceeding the standard, so that the management strength of different links is enhanced, and the condition of exceeding the standard is reduced.
Further, the system also comprises a database, wherein a plurality of graphic templates are preset;
and the result display module is also used for screening the graphic template from the database according to the index record table or the result record table and generating a display chart for a manager to check.
Has the advantages that: the index record table or the result record table is displayed to the manager through the display chart, so that the manager can visually find and analyze the problems.
Further, the graphic template includes: line drawings, pie charts, bar charts.
Has the advantages that: different index record tables or result record tables are displayed to a manager through different graph templates, for example, a single product cost adopts a line graph or a bar graph, the change trend of the single product cost can be clearly displayed, the manager can conveniently and visually find which times of single product cost is higher, analysis is further performed, the same situation is avoided, for example, the occupation ratio among different types of cost adopts a pie graph, which types of cost can be clearly displayed is more, the management of the cost is increased, and the cost distribution is more reasonable.
The invention aims to provide a distributed data real-time acquisition and display method, which comprises the following steps:
a rule configuration step, namely acquiring or generating an index generation rule according to the specified parameters and the specified indexes;
a data acquisition step, namely generating a parameter acquisition table according to the specified parameters and acquiring acquired data according to the parameter acquisition table;
a data analysis step, namely generating or updating an analysis result according to the collected data and the index generation rule, and generating or updating a result record table according to the analysis result;
and a result displaying step for displaying the result record table to the manager.
Has the advantages that: and acquiring or generating an index generation rule according to the specified parameters and the specified indexes through a rule configuration step, wherein the specified parameters and the specified indexes are set by a manager according to requirements, so that customized data statistics is realized. The method has the advantages that the parameter acquisition table is generated according to the designated parameters, an enterprise can indicate data which needs to be acquired or filled through the parameter acquisition, the enterprise or workers can conveniently and definitely acquire or upload the data, the implementation time of the system is shortened, the index generation rule can be configured by a manager, the function is simplified, the development period of the system is shortened, and meanwhile, the condition that the system is upgraded due to the fact that the index generation rule is added in the follow-up process is reduced.
Further, the rule configuring step specifically includes the steps of:
an acquisition step, acquiring designated parameters and designated indexes;
and a rule obtaining step, namely screening an index generation rule from the database according to the specified parameters and the specified indexes, or calling a plurality of basic rules from the database according to the specified parameters and the specified indexes, and constructing the index generation rule according to the basic rules.
Has the advantages that: for the indexes commonly used by the enterprise, the index generation rule is obtained by screening from the database, and for the special indexes of the enterprise, a manager can construct the index generation rule by calling a plurality of basic rules, so that the indexes generated by the index generation rule are more in line with the management requirement, and meanwhile, the time for deploying and implementing the system is shortened.
Further, the result displaying step specifically comprises the following steps:
template obtaining step, obtaining the graph template from the database according to the result record table;
and a chart generation step, namely generating a display chart according to the result record chart and the graph template for a manager to check.
Has the advantages that: and selecting a corresponding graph template according to the result record table, generating a display chart according to the graph template for displaying, and generating different display charts by adopting different image templates for displaying, so that different display effects can be obtained.
Drawings
Fig. 1 is a logic block diagram of a distributed data real-time acquisition and display system according to a first embodiment of the present invention.
Fig. 2 is a flowchart of a rule configuration step to a data analysis step in the embodiment of the distributed data real-time acquisition and display method of the present invention.
FIG. 3 is a flowchart of a result displaying step of an embodiment of the distributed data real-time collecting and displaying method of the present invention.
Detailed Description
The following is further detailed by way of specific embodiments:
example one
A distributed data real-time acquisition and display system, as shown in fig. 1, comprising a configuration subsystem, a data acquisition module, an analysis subsystem, a result display module, a database and a management terminal, wherein the database is preset with a plurality of basic rules, a plurality of graphic templates and a plurality of standard indexes, and the basic rules are general basic logic algorithms, such as addition, subtraction, multiplication, division and the like; the graphic template is various commonly used charts for displaying data, such as a line chart, a pie chart, a bar chart and the like; the standard index is a target value preset by an enterprise.
And the management terminal is used for acquiring the designated parameters and designated indexes of the manager and sending the parameters and designated indexes to the configuration subsystem and the data acquisition module.
The configuration subsystem comprises a rule configuration module, the rule configuration module is used for receiving the designated parameters and the designated indexes, calling a plurality of basic rules from the database and sending the basic rules to the management terminal for combination (or collocation or setting) by a manager, generating index generation rules (the index generation rules refer to logical algorithms for generating the indexes according to the parameters) according to the basic rules, the designated parameters and the designated indexes of the combination selected by the manager and fed back by the management terminal, and sending the index generation rules to the analysis subsystem.
The data acquisition module is used for receiving the specified parameters, generating a parameter acquisition table according to the specified parameters when the specified parameters are received for the first time, and updating the parameter acquisition table according to the specified parameters when the specified parameters are received again; and the analysis subsystem is also used for acquiring the acquired data according to the parameter acquisition table and sending the acquired data to the analysis subsystem. The acquisition mode of the acquired data comprises the following steps: firstly, the staff fills the data of writing in to parameter acquisition table through equipment such as panel, computer, secondly obtains data (for example smart electric meter collection power consumption) from current equipment to fill in automatically to parameter acquisition table, thirdly sets up the sensor, acquires data (for example set up the sensor on the production line and acquire the total volume of production), and fills in automatically to parameter acquisition table.
The analysis subsystem comprises an index generation module, an index analysis module and an index recording module, wherein the index generation module is used for receiving the parameter acquisition table and the index generation rule, screening out the acquired data from the parameter acquisition table according to the index generation rule, generating an actual index according to the acquired data and the index generation rule, and sending the actual index to the index analysis module and the index recording module. The index analysis module is used for receiving the actual indexes, generating analysis results according to the actual indexes and the standard indexes, wherein the analysis results are generated according to the actual indexes and the standard indexes (for example, the cost of a single product needs to be controlled below 100 yuan, 100 yuan is the standard index, when the actual indexes are 88 yuan, the analysis results reach the standard, when the actual indexes are 102 yuan, the analysis results can be 102 yuan, the standard is not reached, and the standard exceeding rate is 2 yuan, for example, the product qualification rate is more than 98%, 98% is the standard index, when the actual indexes are 88%, the analysis results can be 88%, the standard is not reached, the difference is 10%, when the actual indexes are 99%, the analysis results can be 99%, the standard is reached), and sending the analysis results to the index recording module and the result display module.
And the result display module is used for receiving the analysis result and sending the analysis result to the management terminal for displaying for a manager to check.
The index recording module is used for generating an index recording table according to the actual index when the actual index is received for the first time, storing the index recording table in the database, acquiring the index recording table from the database when the actual index is received again, and updating the index recording table according to the actual index; and the data processing device is also used for generating a result record table according to the analysis result when receiving the analysis result for the first time, storing the result record table in the database, acquiring the result record table from the database when receiving the analysis result again, and updating the result record table according to the analysis result.
In this embodiment, the result record table is displayed by using a bar chart, and the index record table is displayed by using a line chart. And the management terminal is used for acquiring the result display signal (namely when the manager wants to check the result record table) or the index display signal (namely when the manager wants to check the index display), and sending the result display signal or the index display signal to the result display module.
The result display module is used for receiving the result display signal, acquiring a result record table from the database according to the result display signal, screening a corresponding graph template (a histogram template) from the database according to the result record table, generating a display chart (namely a histogram) according to the result record table and the graph template, and sending the display chart to the management terminal; the system is also used for receiving the index display signal, acquiring the index record table from the database according to the index display signal, screening out a corresponding graph template (line drawing template) from the database according to the index record table, generating a display chart (namely a line drawing) according to the index record table and the graph template, and sending the display chart to the management terminal.
And the management terminal is used for receiving the display chart and displaying the display chart for a manager to check.
The distributed data real-time acquisition and display method based on the system comprises the following steps as shown in the attached figures 2 and 3:
and a rule configuration step, namely calling a plurality of basic rules from the database according to the specified parameters and the specified indexes, and constructing an index generation rule according to the basic rules selected by the manager.
And a data acquisition step, namely generating a parameter acquisition table according to the specified parameters and acquiring acquired data according to the parameter acquisition table.
And a data analysis step, namely generating an actual index according to the acquired data and an index generation rule, acquiring a standard index from a database according to the actual index, generating an analysis result according to the actual index and the standard index, generating or updating an index record table according to the actual index, and generating or updating a result record table according to the analysis result.
And a result display step for displaying the analysis result to the manager, displaying the index record table when the index display signal is received, and displaying the result record table when the result display signal is received.
Specifically, the rule configuration step includes the following steps:
and an acquisition step of acquiring the specified parameters and the specified indexes of the manager.
And a rule obtaining step, namely calling a plurality of basic rules from the database according to the designated parameters and the designated indexes for selection by a manager, and constructing an index generating rule by the basic rules, the designated parameters and the designated indexes selected by the manager.
Specifically, the result display step comprises the following steps:
and a template obtaining step, namely obtaining a result record table or an index record table, and obtaining a corresponding graph template from a database according to the result record table or the index record table.
And a chart generation step, namely generating a display chart according to the result record list and the graph template or generating the display chart according to the index record list and the graph template.
And a chart display step, displaying the display chart for the manager to view.
Example two
The difference between the present embodiment and the first embodiment is: in the distributed data real-time acquisition and display system, a database is also preset with a plurality of standard generation rules, the standard generation rules are logic algorithms which are commonly used in enterprises at present and generate indexes according to parameters, and the standard generation rules are preset in the database by developers.
And the rule configuration module is used for receiving the specified parameters and the specified indexes, calling a plurality of standard generation rules from the database and sending the standard generation rules to the management terminal. And the management terminal is used for displaying a plurality of standard generation rules for a manager to select according to the specified parameters and the specified indexes and feeding back the selected standard generation rules to the rule configuration module. And the rule configuration module is used for receiving the standard generation rule selected by the manager and sending the standard generation rule serving as the index generation rule to the analysis subsystem.
In the distributed data real-time acquisition and display method based on the system, the rule configuration step is to call a plurality of standard generation rules from the database according to the designated parameters and designated indexes, and to use the standard generation rules selected by the manager as the index generation rules.
Specifically, the rule configuration step includes the following steps:
and an acquisition step of acquiring the specified parameters and the specified indexes of the manager.
And a rule obtaining step, namely calling a plurality of standard generation rules from the database according to the specified parameters and the specified indexes for selection of a manager, and taking the standard generation rules selected by the manager as the index generation rules.
The foregoing is merely an example of the present invention, and common general knowledge in the field of known specific structures and characteristics is not described herein in any greater extent than that known in the art at the filing date or prior to the priority date of the application, so that those skilled in the art can now appreciate that all of the above-described techniques in this field and have the ability to apply routine experimentation before this date can be combined with one or more of the present teachings to complete and implement the present invention, and that certain typical known structures or known methods do not pose any impediments to the implementation of the present invention by those skilled in the art. It should be noted that, for those skilled in the art, without departing from the structure of the present invention, several changes and modifications can be made, which should also be regarded as the protection scope of the present invention, and these will not affect the effect of the implementation of the present invention and the practicability of the patent. The scope of the claims of the present application shall be determined by the contents of the claims, and the description of the embodiments and the like in the specification shall be used to explain the contents of the claims.
Claims (7)
1. The distributed data real-time acquisition and display system is characterized by comprising a configuration subsystem, a data acquisition module, an analysis subsystem and a result display module, and further comprising a database for presetting a plurality of basic rules;
the configuration subsystem includes:
the rule configuration module is used for calling basic rules from a database according to the specified parameters and the specified indexes and constructing index generation rules according to the basic rules;
the data acquisition module is used for generating a parameter acquisition table according to the specified parameters and acquiring the acquired data according to the parameter acquisition table;
the analysis subsystem is used for generating or updating an analysis result according to the collected data and the index generation rule;
the result display module is used for displaying the analysis result to the manager;
the data acquisition module is used for receiving the specified parameters, generating a parameter acquisition table according to the specified parameters when the specified parameters are received for the first time, and updating the parameter acquisition table according to the specified parameters when the specified parameters are received again.
2. The distributed real-time data collection and presentation system of claim 1, wherein the analysis subsystem comprises:
the index generation module is used for screening the collected data from the parameter collection table according to the index generation rule and generating an actual index according to the collected data and the index generation rule;
and the index analysis module is used for generating an analysis result according to the actual index and the standard index.
3. The distributed real-time data collection and presentation system of claim 2, wherein the analysis subsystem further comprises:
and the index recording module is used for generating or updating an index recording table according to the actual index and generating or updating a result recording table according to the analysis result.
4. The distributed real-time data acquisition and presentation system of claim 3, wherein: the system also comprises a database, wherein a plurality of graphic templates are preset;
and the result display module is also used for screening the graphic template from the database according to the index record table or the result record table and generating a display chart for a manager to check.
5. The distributed real-time data collection and presentation system of claim 4, wherein the graphical template comprises: line drawings, pie charts, bar charts.
6. The distributed data real-time acquisition and display method is characterized by comprising the following steps:
a rule configuration step, namely acquiring or generating an index generation rule according to the specified parameters and the specified indexes;
a data acquisition step, namely generating a parameter acquisition table according to the specified parameters and acquiring acquired data according to the parameter acquisition table;
a data analysis step, namely generating or updating an analysis result according to the collected data and the index generation rule, and generating or updating a result record table according to the analysis result;
a result displaying step for displaying a result recording table to a manager;
the rule configuration step specifically includes the steps of:
an acquisition step, acquiring designated parameters and designated indexes;
a rule obtaining step, namely screening an index generation rule from a database according to the specified parameters and the specified indexes, or calling a plurality of basic rules from the database according to the specified parameters and the specified indexes, and constructing the index generation rule according to the basic rules;
generating a parameter collection table according to the specified parameters comprises the following contents: receiving the specified parameters, generating a parameter acquisition table according to the specified parameters when the specified parameters are received for the first time, and updating the parameter acquisition table according to the specified parameters when the specified parameters are received again.
7. The distributed data real-time acquisition and presentation method according to claim 6, wherein the result presentation step specifically comprises the steps of:
template obtaining step, obtaining the graph template from the database according to the result record table;
and a chart generation step, namely generating a display chart according to the result record chart and the graph template for a manager to check.
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| CN108921459A (en) * | 2018-08-31 | 2018-11-30 | 北京海数宝科技有限公司 | Index generates method, apparatus, computer equipment and storage medium |
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