CN112231386B - Visual interaction method, system, equipment and storage medium for railway scientific research data - Google Patents
Visual interaction method, system, equipment and storage medium for railway scientific research data Download PDFInfo
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Abstract
The embodiment of the invention provides a visual interaction method, a visual interaction system, visual interaction equipment and a visual interaction storage medium for railway scientific research data, which comprise the following steps: accessing railway scientific research data in a database, and carrying out object analysis on the railway scientific research data; mapping the railway scientific research data to a DOM object at the front end of the page; calling a JavaScript graphic library to carry out graphic drawing on the railway scientific research data in the DOM object mapped to the front end of the page, and generating a visual interactive graphic; when the interactive operation of the visual interactive graph by the user is detected, interactive service processing is carried out according to the content of the interactive operation, and the railway scientific research data of the interactive operation of the user is extracted, drilled down or associated and displayed on a page. The embodiment of the scheme can realize the comprehensive analysis and visual display of the railway test platform data, provides basis for multidimensional and multi-level analysis and decision making, and is convenient for users to find out the data association relationship, the positioning problem and summarize experience in time.
Description
Technical Field
The invention relates to a visual interaction method, a visual interaction system, visual interaction equipment and a visual interaction storage medium for railway scientific research data, and belongs to the technical field of railway data display.
Background
The resource management system of the railway science and technology innovation platform is mainly designed to realize the functions of the following aspects: test flow management, test plan management, laboratory resource management, laboratory comprehensive display, authentication and system management, scientific research result management and system management.
The test flow management function realizes the circulation of test tasks in the system through a workflow mechanism according to the actual test task flow, and supports the whole process from task delivery to report archiving and issuing; the test plan management function is used for managing a test plan based on the innovation platform; the laboratory resource management function mainly comprises personnel management, equipment management and sample management for each laboratory covered by the scientific and technological innovation platform; the laboratory comprehensive display function comprehensively displays various information of people, machines, materials, methods and rings in different modes; the authentication and system management function realizes detection project management, test method management, test capacity management, quality system management and the like; the scientific research result management comprises review and identification management, standard examination management, rewarding management, patent management, report and drawing management, paper and work management, result conversion and the like; the system management function realizes organization management, user role management, local user management, system parameter setting, log-in log management, operation log monitoring and the like.
The intelligent laboratory and the key technical research work aim at the problems of intelligent, visual, standardization, safety and the like of the laboratory, and mainly complete the following work:
(1) The research and development status of the intelligent laboratory at home and abroad and the development status and application of the Internet of things are analyzed. Research on an intelligent laboratory is developed by taking the Internet of things as the background, the basic concept of the intelligent laboratory is clarified, and the perception layer, the network layer and the application layer of the Internet of things are taken as design structures aiming at the problems existing in the laboratory, so that a system scheme is formulated and a framework structure of the whole system is built.
(2) The TPC7062Hn type touch screen is used as a platform to design and develop a controller of the system, and the design of control strategies such as an intelligent ventilation system and an intelligent power supply system of a laboratory is completed. And (3) making a communication scheme, and designing a data communication protocol to complete data interaction between the controller and the server. And taking the fume hood as a research object, and realizing the self-adaptive control of the ventilation system by establishing a mathematical model. And a PID algorithm is improved, stable and rapid control of the wind speed of the cover surface is realized, and the energy consumption of the system is reduced.
(3) The design of a system server is completed on a Visual Studio 2010 platform and is accessed by a PC client and a mobile client; the PC end remote monitoring design is completed based on the C# language, and a laboratory admittance system and an MSDS data manual inquiry system are added; and the Android Studio 2.3 is utilized to complete the design of the mobile client, so that functions of real-time monitoring, data visualization, equipment control, fault alarm and the like of a laboratory are realized, and multidimensional management of the laboratory is realized.
(4) The intelligent laboratory system after design is subjected to functional test and system perfection, so that the system can be ensured to run stably and reliably, and the expected target is achieved.
The resource management of the railway science and technology innovation platform mainly researches the resource data management of a laboratory, presents few data indexes, and is only limited to three basic graphs of a line graph, a bar graph and a pie graph, and a data level drill-down and visualization association analysis part is absent. Laboratory management and visualization mainly applies visualization techniques in laboratory monitoring, but nothing is mentioned about data visualization analysis and visualization.
Disclosure of Invention
The embodiment of the invention provides a visual interaction method, a system, equipment and a storage medium for railway scientific research data, which can realize comprehensive analysis and visual display of railway test platform data and provide reference basis for laboratory management and operation.
The embodiment of the invention provides a visual interaction method for railway scientific research data, which comprises the following steps:
accessing railway scientific research data in a database, and carrying out object analysis on the railway scientific research data, wherein the railway scientific research data comprises test flow management data, test plan management data, laboratory resource management data, scientific research result management data, project condition overview data and scientific research test platform overview data;
Mapping the railway scientific research data to a DOM object at the front end of the page;
calling a JavaScript graphic library to carry out graphic drawing on the railway scientific research data in the DOM object mapped to the front end of the page, and generating a visual interactive graphic;
when the interactive operation of the visual interactive graph by the user is detected, interactive service processing is carried out according to the content of the interactive operation, and the railway scientific research data of the interactive operation of the user is extracted, drilled down or associated and displayed on a page.
According to the railway scientific research data visual interaction system of the embodiment of the invention, wherein,
the content of the interaction operation comprises clicking, dragging, zooming and scrolling a mouse.
According to the railway scientific research data visual interaction system of the embodiment of the invention, wherein,
the test flow management data comprises test traffic distribution data, detection item categories and quantity and report distribution data, wherein:
the test traffic distribution data adopts a first bubble chart to display annual traffic of each laboratory, adopts an abscissa to represent entrusted test traffic, and adopts an ordinate to represent scientific research test task traffic, wherein the size of bubbles represents the number of people in the laboratory, when a user is detected to select and click one laboratory in the first bubble chart, the annual traffic of sub-laboratories in the laboratory is drilled downwards and displayed by adopting a second bubble chart, when the user is detected to select and click one sub-laboratory in the second bubble chart, a query interface is drilled downwards or popped up, and data extraction, drill-down or association is realized according to the input query result of query conditions;
The detection item types and the quantity adopt a first fold line graph to show the quantity trend change of detection items of different detection item types in a railway scientific research test platform according to years, when a user is detected to select and click one year in the first fold line graph, the specific detection item conditions of each laboratory under the year are drilled downwards and shown through a first histogram, when the user is detected to select and click one column representing one laboratory in the first histogram, a downwards drilling or popping-up query interface is adopted, and according to an input query condition query result, data extraction, downwards drilling or association is realized;
the report distribution data adopts a second folding diagram to count the distribution condition of a detection report according to years, the detection report comprises the states of qualification, disqualification, partial qualification, completion, incompletion and out-of-date completion, when the condition that a user selects and clicks one year in the second folding diagram is detected, the report distribution specific condition of each laboratory under the year is drilled down and displayed through the second column diagram, when the condition that the user selects and clicks one column representing one laboratory in the second column diagram is detected, a query interface is drilled down or popped up, and according to the input query condition query result, the data extraction, the drill down or the association is realized.
According to the railway scientific research data visual interaction system of the embodiment of the invention, wherein,
the laboratory resource management data comprises personnel information statistical analysis data, equipment information statistical analysis data, sample registration statistical analysis data and test plan management data, wherein:
the personnel information statistical analysis data adopts a third histogram to display personnel numbers of all laboratories of a railway scientific research test platform, marks the maximum number of people, the minimum number of people and the average number of people, drills down and displays the distribution condition of personnel academia of the laboratories through a first polygon when detecting that a user selects and clicks one laboratory in the third histogram, drills down or pops up a query interface when detecting that the user selects and clicks the first polygon, and realizes data extraction, drill down or association according to the query result of the input query condition;
the equipment information statistical analysis data adopts a fourth histogram to display the equipment quantity of each laboratory of the railway scientific research test platform, marks the maximum equipment quantity, the minimum equipment quantity and the average equipment quantity, drills down and displays the distribution condition of instrument equipment of the laboratory through a second polygon when detecting that a user selects and clicks one laboratory in the fourth histogram, drills down or pops up a query interface when detecting that the user selects and clicks the second polygon, and queries results according to input query conditions to realize data extraction, drill down or association;
The sample registration statistical analysis data adopts a fifth histogram to show the sample registration number of each laboratory of the railway scientific research test platform in the last three years, when a user is detected to select and click one laboratory in the fifth histogram, the sample registration condition of the laboratory in the last three years is shown through a sixth histogram, when the user is detected to select and click the sixth histogram, a query interface is drilled downwards or popped up, and according to the input query condition query result, data extraction, drill-down or association is realized;
the test plan management data adopts a first dynamic pie chart to display the annual completion quantity and completion proportion of test plans and embarkation test plans in a railway scientific research test platform according to years, when a user is detected to select and click any place in the first dynamic pie chart, the test plan management data is drilled down, and the test plan completion conditions of different years are displayed through a third pie chart, and the test plan management data is divided into a main test plan and embarkation test plan, when the user is detected to select and click a certain year in the third pie chart, a query interface is drilled down or popped up, and data extraction, drill down or association is realized according to the query result of input query conditions.
According to the railway scientific research data visual interaction system of the embodiment of the invention, wherein,
the scientific research result management data comprises main result statistical analysis data, winning prizes, standard formulation and paper publication data, wherein:
the main achievement statistical analysis data adopts a fourth folding chart to display the total number of annual main achievements of each laboratory in a railway scientific research test platform according to years, including technological rewards, patents, papers and software copyright, when detecting that a user selects and clicks a certain year in the fourth folding chart, the system drills down and displays the specific distribution situation of the annual main achievements of each laboratory in the year through a sixth histogram, when detecting that the user selects and clicks a certain laboratory in the sixth histogram, the system drills down or pops up a query interface, and according to the input query condition query result, the system realizes data extraction, drill down or association;
the winning, standard making and paper publishing data adopts a first dynamic histogram to show the conditions of platform winning, standard making and paper publishing of each laboratory of the railway scientific research test according to years, when detecting that a user selects and clicks a certain laboratory in the first dynamic histogram, the winning, standard making and paper publishing conditions of each sub-laboratory in the laboratory are shown by a second dynamic histogram, when detecting that the user selects and clicks a certain sub-laboratory in the second dynamic histogram, a query interface is drilled downwards or popped up, and according to the input query condition query result, the data extraction, drill-down or association is realized.
According to the railway scientific research data visual interaction system of the embodiment of the invention, wherein,
the project situation overview data comprises a technological development project and test examination project situation, scientific research development, standards, test examination projects and entrusting business projects, wherein:
the technology development project and test inspection project conditions adopt a third dynamic histogram to display the project conditions of each laboratory year technology development project and test inspection of a railway scientific research test platform according to years, when a user is detected to select and click a laboratory in the third dynamic histogram, the technology development project and test inspection project conditions of each sub-laboratory in the laboratory are downwards drilled and displayed through a fourth dynamic histogram, when the user is detected to select and click a sub-laboratory in the fourth dynamic histogram, a downwards drilled or ejected query interface is downwards drilled, and data extraction, downwards drilled or association is realized according to an input query condition query result;
the scientific research development, standard and test examination projects adopt a third bubble diagram to display the annual project bearing conditions of each laboratory of the railway scientific research test platform according to years, the abscissa represents the quantity of all projects, the ordinate represents the sum of the expenses of all projects, and the size of each bubble represents the number of people in each laboratory; when detecting that a user selects and clicks a laboratory in a third bubble chart, drilling down and displaying technological development projects and experimental inspection project conditions of all sub-laboratory in the laboratory through a fourth bubble chart, and when detecting that a user selects and clicks a sub-laboratory in the fourth bubble chart, drilling down or popping up a query interface, and according to an input query condition query result, realizing data extraction, drilling down or association;
The entrusting business project adopts a tree diagram to show the entrusting business quantity of each laboratory of the railway scientific research test platform according to years, the quantity of relevant samples and the quantity of items to be detected, when detecting that a user selects and clicks one point in the tree diagram, a query interface is drilled down or popped up, and according to the input query condition query result, data extraction, drill down or association is realized.
According to the railway scientific research data visual interaction system of the embodiment of the invention, wherein,
and the overview data of the scientific research test platform adopts a second dynamic pie chart to display the test capability distribution condition and the occupied proportion of each laboratory according to years, when a user is detected to select and click one laboratory in the second dynamic pie chart, the test capability distribution condition of each sub-laboratory in the laboratory is displayed by a third dynamic pie chart, when the user is detected to select and click one sub-laboratory in the third dynamic pie chart, a query interface is drilled downwards or popped up, and according to the input query condition query result, the data extraction, drill-down or association is realized.
The embodiment of the invention provides a visual interaction system for railway scientific research data, which comprises the following steps:
The object analysis module is used for accessing railway scientific data in the database and carrying out object analysis on the railway scientific data, wherein the railway scientific data comprises test flow management data, test plan management data, laboratory resource management data, scientific result management data, project condition overview data and scientific test platform overview data;
the data mapping module is connected with the object analysis module and used for mapping the railway scientific research data into DOM objects at the front end of the page;
the graphic drawing module is connected with the data mapping module and is used for calling a JavaScript graphic library to draw the railway scientific research data in the DOM object mapped to the front end of the page, so as to generate a visual interactive graphic;
and the interactive display module is connected with the graphic drawing module and is used for carrying out interactive service processing according to the content of the interactive operation when detecting that the user carries out interactive operation on the visual interactive graphic, extracting, drilling or associating the railway scientific research data of the interactive operation of the user and displaying the data on a page.
The embodiment of the invention provides electronic equipment, which comprises a memory, a processor and a computer program stored on the memory and capable of running on the processor, wherein the processor realizes the steps of the visual interaction method of the railway scientific research data when executing the program.
The embodiment of the invention provides a non-transitory computer readable storage medium, on which a computer program is stored, which when being executed by a processor, realizes the steps of the visual interaction method of railway scientific research data.
According to the embodiment of the scheme, the visual interactive graph is established, when the user is detected to carry out interactive operation on the visual interactive graph, interactive service processing is carried out according to the content of the interactive operation, and the railway scientific research data which is subjected to interactive operation by the user are extracted, drilled down or associated and displayed on a page, so that comprehensive analysis and visual display of the railway test platform data can be realized, and a reference basis is provided for laboratory management and operation. The method provides basis for multi-dimensional multi-level analysis and decision, and can also realize comprehensive analysis and decision support of services such as result conversion analysis, advanced statistics, result analysis, test item analysis, platform service condition, trend analysis and the like through data analysis and data mining technology, and support multi-angle multi-level visual display. The method is convenient for users to find out the data association relation, the positioning problem and the summarizing experience in time, and the data in the system are displayed and analyzed at different angles, so that the conditions of each aspect of the railway scientific research test platform can be displayed more intuitively and rapidly, and the users can position the problem and summarize the experience in time.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions of the prior art, the following description will briefly explain the drawings used in the embodiments or the description of the prior art, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings can be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic diagram of a visual interaction method for railway scientific research data provided by an embodiment of the invention;
FIG. 2 is a schematic diagram of a visual interactive system for railway scientific research data provided by an embodiment of the invention;
fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present invention more apparent, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is apparent that the described embodiments are some embodiments of the present invention, but not all embodiments of the present invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Fig. 1 is a schematic diagram of a visual interaction method for railway scientific research data, provided by an embodiment of the present invention, as shown in fig. 1, including:
and S1, accessing railway scientific research data in a database, and carrying out object analysis on the railway scientific research data, wherein the railway scientific research data comprises test flow management data, test plan management data, laboratory resource management data, scientific research result management data, project condition overview data and scientific research test platform overview data.
And carrying out object analysis on the railway scientific research data to obtain final data and object types.
And S2, mapping the railway scientific research data into DOM objects at the front end of the page.
DOM (DOM-Document Object Model) is a set of Web standards by the W3C International organization. It defines a set of properties, methods and events for accessing HTML document objects. The DOM is a collection of nodes or pieces of information organized in a hierarchy. The document object model (Document Object Model) is a set of APIs that are used for HTML and XML files. The DOM is essentially a bridge that establishes a web page to communicate with a scripting or programming language.
And S3, calling a JavaScript graphic library to conduct graphic drawing on the railway scientific research data in the DOM object mapped to the front end of the page, and generating a visual interactive graphic which is used for displaying.
JavaScript (abbreviated as "JS") is a lightweight, interpreted or just-in-time compiled high-level programming language with functional prioritization. Although it is named as a scripting language for developing Web pages, it is also used in many non-browser environments, javaScript is based on prototype programming, a multiple-paradigm dynamic scripting language, and supports object-oriented, imperative, and declarative (e.g., functional programming) styles. Visual interaction can be realized after the visual interaction graph is generated.
And S4, when the fact that the user performs interactive operation on the visual interactive graph is detected, performing interactive service processing according to the content of the interactive operation, extracting, drilling or associating the railway scientific research data of the interactive operation of the user, and displaying the data on a page.
According to the embodiment of the scheme, the visual interactive graph is established, when the interactive operation of the visual interactive graph by a user is detected, interactive service processing is carried out according to the content of the interactive operation, and the railway scientific research data of the interactive operation of the user are extracted, drilled down or associated and displayed on a page, so that the comprehensive analysis and visual display of the railway test platform data can be realized, and laboratory operation and management related personnel can comprehensively and comprehensively know each content of the laboratory, and a reference basis is provided for laboratory management and operation. The method provides basis for multidimensional and multi-level analysis and decision, can collect data formed at each stage of a scientific research test flow, laboratory resources and scientific research result data, realize information sharing, enable users with different roles to perform data input, management and inquiry under different authorities, and can realize comprehensive analysis and decision support of services such as result conversion analysis, advanced statistics, result analysis, test item analysis, platform use condition, trend analysis and the like through data analysis and data mining technology, and support multi-angle and multi-level visual display. The method is convenient for users to find out the data association relation, the positioning problem and the summarizing experience in time, and the data in the system are displayed and analyzed at different angles, so that the conditions of each aspect of the railway scientific research test platform can be displayed more intuitively and rapidly, and the users can position the problem and summarize the experience in time.
The user clicks the visual interactive graph, the front end processes the interactive service, extracts, drills down, associates and displays the data of the page graph interactive operation of the user on the front end page. The content of the interaction operation comprises clicking, dragging, zooming and scrolling a mouse.
According to the railway scientific research data visual interaction system of the embodiment of the invention, wherein,
the test flow management data comprises test traffic distribution data, detection item categories and quantity and report distribution data, wherein:
the test traffic distribution data adopts a first bubble chart to display annual traffic of each laboratory, adopts an abscissa to represent entrusted test traffic, adopts an ordinate to represent scientific research test task amount, adopts a bubble size to represent the number of people in the laboratory, and when detecting that a user selects and clicks one laboratory (a certain bubble in the first bubble chart) in the first bubble chart, drills down and adopts a second bubble chart to display annual traffic of a sub-laboratory in the laboratory, and when detecting that the user selects and clicks one sub-laboratory (a certain bubble in the second bubble chart) in the second bubble chart, the same is achieved, the abscissa in the second bubble chart still represents entrusted test traffic, the ordinate represents scientific research test task amount, and the bubble size represents the number of people in the experiment part, and drills down or pops up a query interface, so as to realize data extraction, drilling down or association according to the input query condition query result; through visual analysis of the method, the configuration and service distribution conditions of laboratory staff can be judged according to the positions of bubbles in the bubble diagrams, and further different service emphasis points of each laboratory are analyzed.
The detection item types and the quantity adopt a first fold line graph to show the quantity trend change of detection items of different detection item types in a railway scientific research test platform according to years (in recent years), when a user is detected to select and click one year in the first fold line graph, the specific detection item condition of each laboratory under the year is drilled downwards and shown through a first histogram, when the user is detected to select and click one column representing one laboratory in the first histogram, a query interface is drilled downwards or popped out, a layer of query interface is drilled again, and data extraction, drilling or association can be realized according to time and detection item information appointed by laboratory query, for example, according to an input query condition query result; through the visual analysis, the category of the detection items with a large number of laboratories can be obtained, so as to guide laboratory management personnel to prepare sufficient personnel and equipment resources for the laboratory management personnel.
The report distribution data adopts a second folding diagram to count the distribution condition of a detection report according to years, the detection report comprises the states of qualification, disqualification, partial qualification, completion, incompletion and out-of-date completion, when the condition that a user selects and clicks one year in the second folding diagram is detected, the report distribution specific condition of each laboratory under the year is drilled down and displayed through the second column diagram, when the condition that the user selects and clicks one column representing one laboratory in the second column diagram is detected, a query interface is drilled down or popped up, and according to the input query condition query result, the data extraction, the drill down or the association is realized. The visual analysis can obtain items which are more in disqualification report distribution, incomplete and out-of-date, and analyze the reasons for the generation of the items.
Further, the laboratory resource management data includes personnel information statistical analysis data, equipment information statistical analysis data, sample registration statistical analysis data, and test plan management data, wherein:
the personnel information statistical analysis data adopts a third histogram to display personnel numbers of all laboratories of a railway scientific research test platform, marks the maximum number of people, the minimum number of people and the average number of people, drills down and displays the distribution condition of personnel academia of the laboratories through a first polygon when detecting that a user selects and clicks one laboratory in the third histogram, comprises special departments, family departments, study students, doctor, experts, others and the like, drills down or pops up a query interface when detecting that the user selects and clicks the first polygon, and realizes data extraction, drill down or association according to the query result of the input query condition; the personnel distribution condition of the specified condition can be inquired according to the conditions of a laboratory, creation time and the like.
The equipment information statistical analysis data adopts a fourth histogram to display the equipment quantity of each laboratory of a railway scientific research test platform, marks the maximum equipment quantity, the minimum equipment quantity and the average equipment quantity, drills down and displays the distribution condition of instrument equipment of the laboratory through a second polygon when detecting that a user selects and clicks one laboratory in the fourth histogram, including the states of borrowed, unglended, maintained, scrapped and the like, drills down or pops up a query interface when detecting that the user selects and clicks the second polygon, and realizes data extraction, drill down or association according to the query result of the input query condition; the device details of the specified conditions can be queried according to laboratory, creation time, etc. Through the visual integrated analysis of the borrowing condition of the laboratory equipment, the resource sharing condition of the laboratory equipment can be obtained, decision basis is provided for laboratory management staff, and the utilization rate of the laboratory equipment is improved more effectively.
The sample registration statistical analysis data adopts a fifth histogram to show the sample registration number of each laboratory of the railway scientific research test platform in the last three years, when a user is detected to select and click one laboratory in the fifth histogram, the sample registration condition of the laboratory in the last three years is shown through a sixth histogram, when the user is detected to select and click the sixth histogram, a query interface is drilled downwards or popped up, and according to the input query condition query result, data extraction, drill-down or association is realized; sample registration of specified conditions can be queried by time and laboratory. The sample registration number is a side reflection of laboratory traffic and can be used as an auxiliary index for visual integrated analysis.
The test plan management data adopts a first dynamic pie chart to display the annual completion quantity and completion proportion of test plans and embarkation test plans in a railway scientific research test platform according to years, when a user is detected to select and click any place in the first dynamic pie chart, the test plan management data is drilled down, and the test plan completion conditions of different years are displayed through a third pie chart, and the test plan management data is divided into a main test plan and embarkation test plan, when the user is detected to select and click a certain year in the third pie chart, a query interface is drilled down or popped up, and data extraction, drill down or association is realized according to the query result of input query conditions. Meanwhile, query conditions can be input to query detailed information of the test plan under a certain condition. The annual plan execution completion condition can be obtained through visual integrated analysis of the test plan management data, the reasons for canceling the plan are analyzed, a reference basis is provided for planning staff, and the scientificity of the test plan is ensured.
Further, the scientific research result management data comprises main result statistical analysis data, winning, standard formulation and paper publication data, wherein:
the main achievement statistical analysis data adopts a fourth folding chart to display the total number of annual main achievements of each laboratory in a railway scientific research test platform according to years, including technological rewards, patents, papers and software copyright, when detecting that a user selects and clicks a certain year in the fourth folding chart, the system drills down and displays the specific distribution situation of the annual main achievements of each laboratory in the year through a sixth histogram, when detecting that the user selects and clicks a certain laboratory in the sixth histogram, the system drills down or pops up a query interface, and according to the input query condition query result, the system realizes data extraction, drill down or association; the distribution of the main achievements of the specified conditions can be inquired according to time and a laboratory.
The winning, standard making and paper publishing data adopts a first dynamic histogram to show the conditions of platform winning, standard making and paper publishing of each laboratory of the railway scientific research test according to years, when detecting that a user selects and clicks a certain laboratory in the first dynamic histogram, the winning, standard making and paper publishing conditions of each sub-laboratory in the laboratory are shown by a second dynamic histogram, when detecting that the user selects and clicks a certain sub-laboratory in the second dynamic histogram, a query interface is drilled downwards or popped up, and according to the input query condition query result, the data extraction, drill-down or association is realized. The details can be queried according to the time, the laboratory and other conditions.
Further, the project situation overview data includes a technological development project and a test inspection project situation, a scientific research development, a standard, a test inspection project, and a commission business project, wherein:
the technology development project and test inspection project conditions adopt a third dynamic histogram to display the project conditions of each laboratory year technology development project and test inspection of a railway scientific research test platform according to years, support dynamic display and manual selection, drill down and display the project conditions of each sub-laboratory in the laboratory through a fourth dynamic histogram when detecting that a user selects and clicks a certain laboratory in the third dynamic histogram, drill down or pop up a query interface downwards when detecting that the user selects and clicks a certain sub-laboratory in the fourth dynamic histogram, and realize data extraction, drill down or association according to the query result of the input query condition; the project details under the specified conditions can be queried according to the project time and the conditions of the sub-laboratory and the like.
The scientific research development, standard and test examination projects adopt a third bubble diagram to display the annual project bearing conditions of each laboratory of the railway scientific research test platform according to years, the abscissa represents the quantity of all projects, the ordinate represents the sum of the expenses of all projects, and the size of each bubble represents the number of people in each laboratory; when detecting that a user selects and clicks a laboratory in a third bubble chart, drilling down and displaying the technological development project and the experimental inspection project condition of each sub-laboratory in the laboratory through a fourth bubble chart, wherein the abscissa in the fourth bubble chart still represents the project number, the ordinate represents the project expense, the size of bubbles represents the number of people in the laboratory, and when detecting that the user selects and clicks a sub-laboratory in the fourth bubble chart, drilling down or popping up a query interface, and realizing data extraction, drilling down or association according to the input query condition query result; the specified item underwriting may be queried based on time.
The entrusting business project adopts a tree diagram to show the entrusting business quantity of each laboratory of the railway scientific research test platform according to years, the quantity of samples related to the entrusting business quantity and the quantity of items to be detected, when detecting that a user selects and clicks one point in the tree diagram, a query interface is drilled down or popped up, data extraction, drill down or association is realized according to the query result of the input query condition, and entrusting business details of specified conditions can be queried with the laboratory according to time. Through project condition overview, key business directions of all laboratories can be obtained, and references are provided for comprehensive evaluation of the innovation platform.
According to the railway scientific research data visual interaction system of the embodiment of the invention, wherein,
and the overview data of the scientific research test platform adopts a second dynamic pie chart to display the test capability distribution condition and the occupied proportion of each laboratory according to years, when a user is detected to select and click one laboratory in the second dynamic pie chart, the test capability distribution condition of each sub-laboratory in the laboratory is displayed by a third dynamic pie chart, when the user is detected to select and click one sub-laboratory in the third dynamic pie chart, a query interface is drilled downwards or popped up, and according to the input query condition query result, the data extraction, drill-down or association is realized. The ability distribution can be tested according to the test of the specified condition of the condition query. The test capacity distribution was used to comprehensively demonstrate the specialized capacity of each laboratory.
Another application example is to use visual analysis and interaction of data to evaluate the time rate of the railway scientific research test platform equipment.
The content of the platform management and construction aspect relates to scientific research activities, scientific research expense use, infrastructure construction, management and operation mechanisms and the like. Because the index of the average time rate of equipment with more than 30 ten thousand yuan is the key attention index in the annual report of the key laboratory of the enterprise country, and the instrument and equipment utilization rate is lower than other index scores in the evaluation result, the three-level index instrument and equipment utilization rate in the construction of the secondary index infrastructure is selected for data analysis.
The algorithm of the time rate is as follows: each equipment standard machine time is K=1800 hours/year; the research work total machine time (D) refers to the total time each instrument is used by researchers in the laboratory each year; the service of the working switchboard (E) refers to the total time of each instrument used by non-laboratory staff each year; time rate (%) = (d+e)/K.
The method comprises the steps of selecting the data computer time rate of more than 30 ten thousand yuan of equipment in total of 96 enterprise national key laboratories in a railway scientific research test platform, and carrying out K-means cluster analysis on a calculation result, wherein the analysis result is the average time rate (105.3%) of more than 30 ten thousand yuan of equipment in the enterprise national key laboratories in 2015. From analysis and visualization results, it can be seen that, in the four groups of cluster data, the data in the clusters 1 and 2 are lower than the average time rate reference line, and it can be seen that the time rate of more than 30 ten thousand yuan devices in the selected two key laboratories is generally lower, most of the devices are in two categories with lower time rate, and the average time rate of the key laboratories in 2015 enterprise countries is lower than the average time rate of the key laboratories. The specific data is checked, the service working switchboard E of most equipment is found to be low, the equipment sharing rate is low, the analysis reason is that the initial judgment is caused by the low equipment sharing degree in the initial stage of laboratory construction, so that in the management and operation of a later-stage test platform, the equipment sharing mechanism is emphasized and perfected, the utilization rate of laboratory equipment is improved, and the resources of the test platform are fully utilized.
Fig. 2 is a schematic diagram of a visual interaction system for railway scientific research data provided by an embodiment of the present invention, as shown in fig. 2, the system includes:
the object analysis module 10 is used for accessing railway scientific data in a database and analyzing objects of the railway scientific data, wherein the railway scientific data comprises test flow management data, test plan management data, laboratory resource management data, scientific result management data, project condition overview data and scientific test platform overview data;
the data mapping module 20 is connected with the object analysis module 10 and is used for mapping the railway scientific research data into DOM objects at the front end of the page;
the graphic drawing module 30 is connected with the data mapping module 20 and is used for calling a JavaScript graphic library to draw the railway scientific research data in the DOM object mapped to the front end of the page, so as to generate a visual interactive graphic;
and the interactive display module 40 is connected with the graphic drawing module 30 and is used for carrying out interactive service processing according to the content of the interactive operation when detecting that the user carries out interactive operation on the visual interactive graphic, extracting, drilling or associating the railway scientific research data of the interactive operation of the user and displaying the data on a page.
The working principle of the visual interaction system for railway scientific research data in the embodiment of the present invention is corresponding to the visual interaction method for railway scientific research data in the above embodiment, and will not be described in detail here.
Fig. 3 illustrates a physical schematic diagram of an electronic device, which may include: processor 810, communication interface (Communications Interface) 820, memory 830, and communication bus 840, wherein processor 810, communication interface 820, memory 830 accomplish communication with each other through communication bus 840. The processor 810 may invoke logic instructions in the memory 830 to perform a method of visual interaction of railroad scientific data, the method comprising:
accessing railway scientific research data in a database, and carrying out object analysis on the railway scientific research data, wherein the railway scientific research data comprises test flow management data, test plan management data, laboratory resource management data, scientific research result management data, project condition overview data and scientific research test platform overview data;
mapping the railway scientific research data to a DOM object at the front end of the page;
calling a JavaScript graphic library to carry out graphic drawing on the railway scientific research data in the DOM object mapped to the front end of the page, and generating a visual interactive graphic;
When the interactive operation of the visual interactive graph by the user is detected, interactive service processing is carried out according to the content of the interactive operation, and the railway scientific research data of the interactive operation of the user is extracted, drilled down or associated and displayed on a page.
Further, the logic instructions in the memory 830 described above may be implemented in the form of software functional units and may be stored in a computer-readable storage medium when sold or used as a stand-alone product. Based on this understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, comprising several instructions for causing a computer device (which may be a personal computer, a server, a network device, etc.) to perform all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
In another aspect, embodiments of the present invention also provide a computer program product comprising a computer program stored on a non-transitory computer readable storage medium, the computer program comprising program instructions which, when executed by a computer, enable the computer to perform a method of visual interaction of railroad scientific data, the method comprising:
accessing railway scientific research data in a database, and carrying out object analysis on the railway scientific research data, wherein the railway scientific research data comprises test flow management data, test plan management data, laboratory resource management data, scientific research result management data, project condition overview data and scientific research test platform overview data;
mapping the railway scientific research data to a DOM object at the front end of the page;
calling a JavaScript graphic library to carry out graphic drawing on the railway scientific research data in the DOM object mapped to the front end of the page, and generating a visual interactive graphic;
when the interactive operation of the visual interactive graph by the user is detected, interactive service processing is carried out according to the content of the interactive operation, and the railway scientific research data of the interactive operation of the user is extracted, drilled down or associated and displayed on a page.
In yet another aspect, embodiments of the present invention further provide a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, is implemented to perform a method of visual interaction of railroad scientific data, the method comprising:
accessing railway scientific research data in a database, and carrying out object analysis on the railway scientific research data, wherein the railway scientific research data comprises test flow management data, test plan management data, laboratory resource management data, scientific research result management data, project condition overview data and scientific research test platform overview data;
mapping the railway scientific research data to a DOM object at the front end of the page;
calling a JavaScript graphic library to carry out graphic drawing on the railway scientific research data in the DOM object mapped to the front end of the page, and generating a visual interactive graphic;
when the interactive operation of the visual interactive graph by the user is detected, interactive service processing is carried out according to the content of the interactive operation, and the railway scientific research data of the interactive operation of the user is extracted, drilled down or associated and displayed on a page.
The apparatus embodiments described above are merely illustrative, wherein the elements illustrated as separate elements may or may not be physically separate, and the elements shown as elements may or may not be physical elements, may be located in one place, or may be distributed over a plurality of network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
From the above description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course may be implemented by means of hardware. Based on this understanding, the foregoing technical solution may be embodied essentially or in a part contributing to the prior art in the form of a software product, which may be stored in a computer readable storage medium, such as ROM/RAM, a magnetic disk, an optical disk, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method described in the respective embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and are not limiting; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims (9)
1. The visual interaction method for the railway scientific research data is characterized by comprising the following steps of:
accessing railway scientific research data in a database, and carrying out object analysis on the railway scientific research data, wherein the railway scientific research data comprises test flow management data, laboratory resource management data, scientific research result management data, project condition overview data and scientific research test platform overview data;
mapping the railway scientific research data to a DOM object at the front end of the page;
calling a JavaScript graphic library to carry out graphic drawing on the railway scientific research data in the DOM object mapped to the front end of the page, and generating a visual interactive graphic;
when detecting that a user performs interactive operation on the visual interactive graph, performing interactive service processing according to the content of the interactive operation, extracting, drilling or associating the railway scientific research data of the interactive operation of the user, and displaying the data on a page;
the test flow management data comprise test traffic distribution data, detection item types and quantity and report distribution data;
the laboratory resource management data comprise personnel information statistical analysis data, equipment information statistical analysis data, sample registration statistical analysis data and test plan management data;
The scientific research result management data comprises main result statistical analysis data, winning prizes, standard formulation and paper publishing data;
the project condition overview data comprise scientific development project and test examination project conditions, scientific research development, standards, test examination projects and entrusting business projects;
and the overview data of the scientific research test platform adopts a second dynamic pie chart to display the test capability distribution condition and the occupied proportion of each laboratory according to years, when a user is detected to select and click one laboratory in the second dynamic pie chart, the test capability distribution condition of each sub-laboratory in the laboratory is displayed by a third dynamic pie chart, when the user is detected to select and click one sub-laboratory in the third dynamic pie chart, a query interface is drilled downwards or popped up, and according to the input query condition query result, the data extraction, drill-down or association is realized.
2. The visual interactive system for railway scientific data according to claim 1, wherein said interactive contents comprise clicking, dragging, zooming and scrolling a mouse.
3. The visual interactive system of railway scientific research data according to claim 1, wherein,
The test traffic distribution data adopts a first bubble chart to display annual traffic of each laboratory, adopts an abscissa to represent entrusted test traffic, and adopts an ordinate to represent scientific research test task traffic, wherein the size of bubbles represents the number of people in the laboratory, when a user is detected to select and click one laboratory in the first bubble chart, the annual traffic of sub-laboratories in the laboratory is drilled downwards and displayed by adopting a second bubble chart, when the user is detected to select and click one sub-laboratory in the second bubble chart, a query interface is drilled downwards or popped up, and data extraction, drill-down or association is realized according to the input query result of query conditions;
the detection item types and the quantity adopt a first fold line graph to show the quantity trend change of detection items of different detection item types in a railway scientific research test platform according to years, when a user is detected to select and click one year in the first fold line graph, the specific detection item conditions of each laboratory under the year are drilled downwards and shown through a first histogram, when the user is detected to select and click one column representing one laboratory in the first histogram, a downwards drilling or popping-up query interface is adopted, and according to an input query condition query result, data extraction, downwards drilling or association is realized;
The report distribution data adopts a second folding diagram to count the distribution condition of a detection report according to years, the detection report comprises the states of qualification, disqualification, partial qualification, completion, incompletion and out-of-date completion, when the condition that a user selects and clicks one year in the second folding diagram is detected, the report distribution specific condition of each laboratory under the year is drilled down and displayed through the second column diagram, when the condition that the user selects and clicks one column representing one laboratory in the second column diagram is detected, a query interface is drilled down or popped up, and according to the input query condition query result, the data extraction, the drill down or the association is realized.
4. The visual interactive system of railway scientific research data according to claim 1, wherein,
the personnel information statistical analysis data adopts a third histogram to display personnel numbers of all laboratories of a railway scientific research test platform, marks the maximum number of people, the minimum number of people and the average number of people, drills down and displays the distribution condition of personnel academia of the laboratories through a first polygon when detecting that a user selects and clicks one laboratory in the third histogram, drills down or pops up a query interface when detecting that the user selects and clicks the first polygon, and realizes data extraction, drill down or association according to the query result of the input query condition;
The equipment information statistical analysis data adopts a fourth histogram to display the equipment quantity of each laboratory of the railway scientific research test platform, marks the maximum equipment quantity, the minimum equipment quantity and the average equipment quantity, drills down and displays the distribution condition of instrument equipment of the laboratory through a second polygon when detecting that a user selects and clicks one laboratory in the fourth histogram, drills down or pops up a query interface when detecting that the user selects and clicks the second polygon, and queries results according to input query conditions to realize data extraction, drill down or association;
the sample registration statistical analysis data adopts a fifth histogram to show the sample registration number of each laboratory of the railway scientific research test platform in the last three years, when a user is detected to select and click one laboratory in the fifth histogram, the sample registration condition of the laboratory in the last three years is shown through a sixth histogram, when the user is detected to select and click the sixth histogram, a query interface is drilled downwards or popped up, and according to the input query condition query result, data extraction, drill-down or association is realized;
the test plan management data adopts a first dynamic pie chart to display the annual completion quantity and completion proportion of test plans and embarkation test plans in a railway scientific research test platform according to years, when a user is detected to select and click any place in the first dynamic pie chart, the test plan management data is drilled down, and the test plan completion conditions of different years are displayed through a third pie chart, and the test plan management data is divided into a main test plan and embarkation test plan, when the user is detected to select and click a certain year in the third pie chart, a query interface is drilled down or popped up, and data extraction, drill down or association is realized according to the query result of input query conditions.
5. The visual interactive system of railway scientific research data according to claim 1, wherein,
the main achievement statistical analysis data adopts a fourth folding chart to display the total number of annual main achievements of each laboratory in a railway scientific research test platform according to years, including technological rewards, patents, papers and software copyright, when detecting that a user selects and clicks a certain year in the fourth folding chart, the system drills down and displays the specific distribution situation of the annual main achievements of each laboratory in the year through a sixth histogram, when detecting that the user selects and clicks a certain laboratory in the sixth histogram, the system drills down or pops up a query interface, and according to the input query condition query result, the system realizes data extraction, drill down or association;
the winning, standard making and paper publishing data adopts a first dynamic histogram to show the conditions of platform winning, standard making and paper publishing of each laboratory of the railway scientific research test according to years, when detecting that a user selects and clicks a certain laboratory in the first dynamic histogram, the winning, standard making and paper publishing conditions of each sub-laboratory in the laboratory are shown by a second dynamic histogram, when detecting that the user selects and clicks a certain sub-laboratory in the second dynamic histogram, a query interface is drilled downwards or popped up, and according to the input query condition query result, the data extraction, drill-down or association is realized.
6. The visual interactive system of railway scientific research data according to claim 1, wherein,
the technology development project and test inspection project conditions adopt a third dynamic histogram to display the project conditions of each laboratory year technology development project and test inspection of a railway scientific research test platform according to years, when a user is detected to select and click a laboratory in the third dynamic histogram, the technology development project and test inspection project conditions of each sub-laboratory in the laboratory are downwards drilled and displayed through a fourth dynamic histogram, when the user is detected to select and click a sub-laboratory in the fourth dynamic histogram, a downwards drilled or ejected query interface is downwards drilled, and data extraction, downwards drilled or association is realized according to an input query condition query result;
the scientific research development, standard and test examination projects adopt a third bubble diagram to display the annual project bearing conditions of each laboratory of the railway scientific research test platform according to years, the abscissa represents the quantity of all projects, the ordinate represents the sum of the expenses of all projects, and the size of each bubble represents the number of people in each laboratory; when detecting that a user selects and clicks a laboratory in a third bubble chart, drilling down and displaying technological development projects and experimental inspection project conditions of all sub-laboratory in the laboratory through a fourth bubble chart, and when detecting that a user selects and clicks a sub-laboratory in the fourth bubble chart, drilling down or popping up a query interface, and according to an input query condition query result, realizing data extraction, drilling down or association;
The entrusting business project adopts a tree diagram to show the entrusting business quantity of each laboratory of the railway scientific research test platform according to years, the quantity of relevant samples and the quantity of items to be detected, when detecting that a user selects and clicks one point in the tree diagram, a query interface is drilled down or popped up, and according to the input query condition query result, data extraction, drill down or association is realized.
7. A visual interactive system for railway scientific research data, which is characterized by comprising:
the object analysis module is used for accessing railway scientific data in the database and carrying out object analysis on the railway scientific data, wherein the railway scientific data comprises test flow management data, laboratory resource management data, scientific result management data, project condition overview data and scientific test platform overview data;
the data mapping module is connected with the object analysis module and used for mapping the railway scientific research data into DOM objects at the front end of the page;
the graphic drawing module is connected with the data mapping module and is used for calling a JavaScript graphic library to draw the railway scientific research data in the DOM object mapped to the front end of the page, so as to generate a visual interactive graphic;
The interactive display module is connected with the graphic drawing module and is used for carrying out interactive service processing according to the content of the interactive operation when detecting that a user carries out interactive operation on the visual interactive graphic, extracting, drilling or associating the railway scientific research data of the interactive operation of the user and displaying the data on a page;
the test flow management data comprise test traffic distribution data, detection item types and quantity and report distribution data;
the laboratory resource management data comprise personnel information statistical analysis data, equipment information statistical analysis data, sample registration statistical analysis data and test plan management data;
the scientific research result management data comprises main result statistical analysis data, winning prizes, standard formulation and paper publishing data;
the project condition overview data comprise scientific development project and test examination project conditions, scientific research development, standards, test examination projects and entrusting business projects;
and the overview data of the scientific research test platform adopts a second dynamic pie chart to display the test capability distribution condition and the occupied proportion of each laboratory according to years, when a user is detected to select and click one laboratory in the second dynamic pie chart, the test capability distribution condition of each sub-laboratory in the laboratory is displayed by a third dynamic pie chart, when the user is detected to select and click one sub-laboratory in the third dynamic pie chart, a query interface is drilled downwards or popped up, and according to the input query condition query result, the data extraction, drill-down or association is realized.
8. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the method for visual interaction of railroad scientific data according to any one of claims 1-6 when said program is executed by said processor.
9. A non-transitory computer readable storage medium having stored thereon a computer program, characterized in that the computer program when executed by a processor implements the steps of the method for visual interaction of railroad scientific data according to any of claims 1-6.
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