CN112231386A - 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, wherein the visual interaction method comprises 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 a page; calling a JavaScript graphic library to perform graphic drawing on railway scientific research data in the DOM object mapped to the front end of the page to generate a visual interactive graphic; and when detecting that the user carries out interactive operation on the visual interactive graph, carrying out interactive service processing according to the content of the interactive operation, and extracting, drilling down or associating the railway scientific research data which is interactively operated by the user and displaying the data on a page. According to the embodiment of the scheme, comprehensive analysis and visual display of the railway test platform data can be realized, a basis is provided for multi-dimensional multi-level analysis and decision making, and a user can find data association relation, positioning problems and summarize experience in time conveniently.
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: the method comprises the following steps of test flow management, test plan management, laboratory resource management, laboratory comprehensive display, certification and system management, scientific research result management and system management.
The system comprises a test flow management function, a workflow mechanism and a report filing and issuing function, wherein the test flow management function realizes the circulation of a test task in the system through the workflow mechanism according to an actual test task flow, and supports the whole process from task issuing to report filing and issuing; the test plan management function realizes the management of the test plan based on the innovation platform; the laboratory resource management function mainly comprises personnel management, equipment management and sample management of the scientific and technological innovation platform and laboratories covered by the scientific and technological innovation platform; the comprehensive display function of the laboratory 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 capability management, quality system management and the like; scientific research result management comprises review and authentication management, standard review management, reward management, patent management, report and drawing management, thesis 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 management, operation log monitoring and the like.
Wisdom laboratory and key technology research work thereof are directed at the intellectuality of laboratory, visual, standardization and security scheduling problem, have mainly accomplished following work:
(1) the current research and development situations in the aspect of intelligent laboratories at home and abroad and the development state and application of the Internet of things are analyzed. The research on the intelligent laboratory is developed by taking the Internet of things as the background, the basic concept of the intelligent laboratory is clarified, and a system scheme is formulated and a frame structure of the whole system is built by taking a sensing layer, a network layer and an application layer of the Internet of things as design structures aiming at the problems existing in the laboratory.
(2) A controller of the system is designed and developed by taking a TPC7062Hn type touch screen as a platform, and the design of control strategies such as an intelligent ventilation system and an intelligent power supply system of a laboratory is completed. And formulating a communication scheme, and designing a data communication protocol to complete data interaction between the controller and the server. The self-adaptive control of the ventilation system is realized by establishing a mathematical model by taking the fume hood as a research object. And the PID algorithm is improved, the stable and rapid control of the cover surface wind speed 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 for a PC client and a mobile client to access; the remote monitoring design of the PC terminal is completed based on C # language, and a laboratory admission system and an MSDS data manual query system are added; the Android Studio 2.3 is used for completing mobile client design, so that functions of real-time laboratory monitoring, data visualization, equipment control, fault alarm and the like are realized, and multidimensional laboratory management is realized.
(4) The intelligent laboratory system which is designed is subjected to function test and system perfection, so that the system can operate stably and reliably and an expected target is achieved.
The resource management of the railway science and technology innovation platform mainly researches the resource data management of laboratories, the data indexes are less in presentation, the visualization is only limited to three basic graphs, namely a line graph, a bar graph and a pie graph, and a data level drill-down and visualization correlation analysis part is lacked. Laboratory management and visualization mainly applies visualization technology to laboratory monitoring, but the content in the visual analysis and visualization of data has not been mentioned yet.
Disclosure of Invention
The embodiment of the invention provides a railway scientific research data visual interaction method, a system, equipment and a storage medium, which can realize comprehensive analysis and visual display of railway test platform data and provide a 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 performing 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 a page;
calling a JavaScript graphic library to perform graphic drawing on railway scientific research data in the DOM object mapped to the front end of the page to generate a visual interactive graphic;
and when detecting that the user carries out interactive operation on the visual interactive graph, carrying out interactive service processing according to the content of the interactive operation, and extracting, drilling down or associating the railway scientific research data which is interactively operated by the user and displaying the data on a page.
According to the railway scientific research data visualization interactive system provided by the embodiment of the invention, wherein,
the interactive operation content comprises clicking, dragging, zooming and mouse rolling.
According to the railway scientific research data visualization interactive system provided by the embodiment of the invention, wherein,
the test process management data comprises test traffic distribution data, detection item types and quantity and report distribution data, wherein:
the test traffic distribution data adopts a first bubble diagram to show annual traffic of each laboratory, and adopts abscissa to show entrusted test traffic, ordinate shows scientific research test task quantity, bubble size shows the number of people in the laboratory, when detecting that a user selects and clicks one laboratory in the first bubble diagram, the annual traffic of sub-laboratories of the laboratory is drilled downwards and shown by a second bubble diagram, when detecting that the user selects and clicks one sub-laboratory of the second bubble diagram, a query interface is drilled downwards or popped up, and data extraction, drilling-down or correlation is realized according to the input query condition query result;
the method comprises the steps that the detection item types and the number show the number trend changes of detection items of different detection item types in a railway scientific research test platform according to years by adopting a first broken line graph, when a user is detected to select and click one year in the first broken line graph, a specific detection item condition of each laboratory in the year is drilled downwards and displayed through a first bar graph, when the user is detected to select and click one column of the first bar graph representing one laboratory, a query interface is drilled downwards or popped up, and data extraction, drilling downwards or correlation is realized according to an input query condition query result;
and counting the distribution condition of the detection report by adopting a second fold line graph according to the year by adopting the report distribution data, wherein the detection report comprises the states of qualification, disqualification, partial qualification, completion, incompletion and overdue completion, when detecting that a user selects and clicks one year in the second fold line graph, drilling downwards and displaying the report distribution specific conditions of each laboratory in the year through a second column graph, when detecting that the user selects and clicks one column of one representative laboratory in the second column graph, drilling downwards or popping up a query interface, and according to the input query condition query result, realizing data extraction, drilling downwards or correlation.
According to the railway scientific research data visualization interactive system provided by 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 the personnel number of each laboratory of the railway scientific research test platform, and marks the maximum number of people, the minimum number of people and the average number of people, when detecting that a user selects and clicks one laboratory in the third histogram, drilling downwards and displaying the distribution condition of the personnel academic records of the laboratory through a first polygon graph, when detecting that the user selects and clicks the first polygon graph, drilling downwards or popping up a query interface, and according to the input query result of the query condition, realizing data extraction, drilling downwards or correlation;
the equipment information statistical analysis data adopts a fourth histogram to display the equipment number of each laboratory of the railway scientific research test platform, marks the maximum equipment number, the minimum equipment number and the average equipment number, when detecting that a user selects and clicks one laboratory in the fourth histogram, drills downwards and displays the distribution condition of instrument equipment of the laboratory through a second polygonal diagram, when detecting that the user selects and clicks the second polygonal diagram, drills downwards or pops up a query interface, and realizes data extraction, drilling downwards or correlation according to the input query condition query result;
the statistical analysis data of sample registration adopts a fifth histogram to display the sample registration quantity of each laboratory of the railway scientific research test platform in the last three years, when detecting that a user selects and clicks one laboratory in the fifth histogram, drilling downwards and displaying the sample registration condition of the laboratory in the last three years through a sixth histogram, when detecting that the user selects and clicks the sixth histogram, drilling downwards or popping up a query interface, and according to the query result of input query conditions, data extraction, drilling downwards or correlation is realized;
the method comprises the steps that a first dynamic pie chart is adopted for displaying the annual completion quantity and completion proportion of a test plan and a carrying test plan 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, downward drilling is conducted, the completion conditions of the test plans in different years are displayed through a third line chart, the test plans are divided into a main test plan and a carrying test plan, when the user is detected to select and click a certain year in the third line chart, an inquiry interface is drilled or popped up, and data extraction, downward drilling or correlation is achieved according to the input inquiry condition inquiry result.
According to the railway scientific research data visualization interactive system provided by the embodiment of the invention, wherein,
the scientific research result management data comprises main result statistical analysis data, prize winning, standard formulation and thesis publication data, wherein:
the main achievement statistical analysis data adopts a fourth broken line graph to display the total quantity of annual main achievements of each laboratory in the railway scientific research test platform according to years, including scientific and technological rewards, patents, treatises and software copyright, when detecting that a user selects and clicks a certain year in the fourth broken line graph, drilling downwards and displaying the specific distribution condition 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, drilling downwards or popping up a query interface, and according to the input query condition query result, realizing data extraction, drilling downwards or correlation;
the prize winning, standard making and paper publication data are displayed by adopting a first dynamic histogram according to the platform prize winning, standard making and paper publication conditions of each laboratory of the railway scientific research test year by year, when a user is detected to select and click one laboratory in the first dynamic histogram, the prize winning, standard making and paper publication conditions of each sub-laboratory in the laboratory are downwards drilled and displayed through a second dynamic histogram, when a user is detected to select and click one sub-laboratory in the second dynamic histogram, a query interface is downwards drilled or popped up, and data extraction, drilling or correlation is realized according to the input query condition query result.
According to the railway scientific research data visualization interactive system provided by the embodiment of the invention, wherein,
the project condition overview data comprises scientific and technological development projects, experimental inspection project conditions, scientific research development, standards, experimental inspection projects and entrusted business projects, wherein:
the scientific and technological development projects and the test inspection project conditions of each laboratory year scientific and technological development project and the test inspection project condition of the railway scientific and research test platform are displayed by adopting a third dynamic histogram in year, when a user is detected to select and click a certain laboratory in the third dynamic histogram, the scientific and technological development projects and the test inspection project conditions of each sub-laboratory in the laboratory are drilled downwards and displayed by a fourth dynamic histogram, when a user is detected to select and click a certain sub-laboratory in the fourth dynamic histogram, a query interface is drilled downwards or popped up, and data extraction, drilling down or correlation is realized according to an input query condition query result;
the scientific research development, standard and test inspection projects adopt a third bubble chart to show the annual assumed project conditions of each laboratory of the railway scientific research test platform by year, the abscissa represents the number of all projects, the ordinate represents the sum of 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 certain laboratory in the third bubble chart, drilling downwards and displaying scientific and technological development projects and test inspection project conditions of all sub-laboratories in the laboratory through the fourth bubble chart, when detecting that the user selects and clicks the certain sub-laboratory in the fourth bubble chart, drilling downwards or popping up a query interface, and according to an input query condition query result, realizing data extraction, drilling downwards or correlation;
and the entrusting business items adopt the dendrograms to display the entrusting business quantity of each laboratory of the railway scientific research test platform, the related sample quantity and the quantity of the items to be detected, when a user is detected to select and click one point in the dendrograms, a query interface is drilled or popped downwards, and data extraction, drilling or correlation are realized according to the input query condition query result.
According to the railway scientific research data visualization interactive system provided by the embodiment of the invention, wherein,
the overview data of the scientific research test platform adopts a second dynamic pie chart to show the test testing capability distribution condition and the occupied proportion of each laboratory according to the year, when a user is detected to select and click one laboratory in the second dynamic pie chart, the data are drilled downwards and displayed through a third dynamic pie chart, the test testing capability distribution condition of each sub-laboratory in the laboratory is detected, 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 the data are extracted, drilled downwards or associated according to the query result of the input query condition.
The embodiment of the invention provides a visual interaction system for railway scientific research data, which comprises:
the system comprises an object analysis module, a data base and a data analysis module, wherein the object analysis module is used for accessing railway scientific research data in the data base and carrying out object analysis on the railway scientific research data, and the railway scientific research data comprises test flow management data, test plan management data, laboratory resource management data, scientific research achievement management data, project condition overview data and scientific research test platform overview data;
the data mapping module is connected with the object analysis module and used for mapping the railway scientific research data to a DOM object at the front end of a page;
the graphic drawing module is connected with the data mapping module and used for calling a JavaScript graphic library to perform graphic drawing on the railway scientific research data in the DOM object mapped to the front end of the page to generate a visual interactive graphic;
and the interactive display module is connected with the graph drawing module and 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 graph, extracting, drilling down or associating the railway scientific research data which is interactively operated by the user and displaying the railway scientific research data on a page.
The embodiment of the invention provides electronic equipment which comprises a memory, a processor and a computer program which is stored on the memory and can run on the processor, wherein the steps of the railway scientific research data visualization interaction method are realized when the processor executes the program.
Embodiments of the present invention provide a non-transitory computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the steps of the method for visual interaction of railway research data.
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, the interactive service processing is carried out according to the content of the interactive operation, the railway scientific research data which is interactively operated by the user is extracted, drilled or associated and displayed on a page, the comprehensive analysis and visual display of the railway test platform data can be realized, and a reference basis is provided for the management and operation of a laboratory. The method provides a basis for multi-dimensional and multi-level analysis and decision making, can realize comprehensive analysis and decision support of services such as result conversion analysis, advanced statistics, result analysis, test and test project analysis, platform use condition, trend analysis and the like through a data analysis and data mining technology, and supports multi-angle and multi-level visual display. The method is convenient for users to find the data association relation, the positioning problem and the summary experience in time, and the data in the system is displayed and analyzed at different angles, so that the conditions of all aspects of the railway scientific research test platform can be displayed more intuitively and quickly, 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 in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and those skilled in the art can also obtain other drawings according to the drawings without creative efforts.
FIG. 1 is a schematic diagram of a railway scientific data visualization interaction method provided by an embodiment of the invention;
FIG. 2 is a schematic diagram of a railway scientific data visualization interaction system 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
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Fig. 1 is a schematic diagram of a railway scientific research data visualization interaction method provided in an embodiment of the present invention, as shown in fig. 1, including:
and S1, accessing railway scientific research data in the database, and performing object analysis on the railway scientific research data, wherein the railway scientific research data comprise 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 a DOM object at the front end of the page.
DOM (DOM-Document Object Model) is a set of Web standards for the W3C International organization. It defines a set of attributes, 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 for HTML and XML files to use. The essence of the DOM is to bridge the web page to scripting or programming languages.
And S3, calling the JavaScript graphic library to perform 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 graph for displaying.
JavaScript ("JS") is a lightweight, interpreted or just-in-time high-level programming language with function precedence. 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 prototypical programming, multi-modal dynamic scripting languages, and supports object-oriented, imperative, and declarative (e.g., functional programming) styles. And the visual interaction can be realized after the visual interaction graph is generated.
And S4, when the interactive operation of the visual interactive graph by the user is detected, performing interactive service processing according to the interactive operation content, and extracting, drilling down or associating the railway scientific research data of the interactive operation performed by the user and displaying the data on a page.
According to the embodiment of the scheme, by establishing the visual interactive graph, when the interactive operation of the visual interactive graph by a user is detected, the interactive service processing is carried out according to the content of the interactive operation, the railway scientific research data which is interactively operated by the user is extracted, drilled or associated and displayed on a page, the comprehensive analysis and visual display of the railway test platform data can be realized, so that personnel related to laboratory operation and management can comprehensively and comprehensively know various contents of a laboratory, and a reference basis is provided for laboratory management and operation. The method provides a basis for multi-dimensional and multi-level analysis and decision making, can collect data formed in each stage of a scientific research test process, laboratory resources and scientific research result data, realizes information sharing, enables users with different roles to perform data entry, management and query under different authorities, can also realize comprehensive analysis and decision support of services such as result conversion analysis, advanced statistics, result analysis, test and test project analysis, platform use condition, trend analysis and the like through a data analysis and data mining technology, and supports multi-angle and multi-level visual display. The method is convenient for users to find the data association relation, the positioning problem and the summary experience in time, and the data in the system is displayed and analyzed at different angles, so that the conditions of all aspects of the railway scientific research test platform can be displayed more intuitively and quickly, and the users can position the problem and summarize the experience in time.
And clicking the visual interactive graph by the user, carrying out interactive service processing on the visual interactive graph by the front end, extracting, drilling down and associating data of page graph interactive operation of the user, and displaying the data on a front-end page. The content of the interactive operation comprises clicking, dragging, zooming and mouse scrolling.
According to the railway scientific research data visualization interactive system provided by the embodiment of the invention, wherein,
the test process management data comprises test traffic distribution data, detection item types and quantity and report distribution data, wherein:
the experimental traffic distribution data adopts a first bubble chart to show annual traffic of each laboratory according to year, and adopts abscissa to show entrusted experimental traffic, ordinate to show scientific research and test task quantity, bubble size to show the number of the laboratory, when detecting that a user selects and clicks one laboratory (a certain bubble in the first bubble chart) in the first bubble chart, drilling down and adopting a second bubble chart to show annual traffic of sub-laboratories of the laboratory, 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, the abscissa in the second bubble chart still represents entrusted experimental traffic, the ordinate represents scientific research and test task quantity, bubble size represents the number of the laboratory, drilling down or popping up a query interface, and querying results according to input query conditions, data extraction, drill-down or correlation is realized; through the visual analysis, the configuration and service distribution conditions of laboratory personnel can be judged according to the positions of the bubbles in the bubble map, and different service emphasis points of laboratories are further analyzed.
The detection item types and the number of the detection items show the number trend change of the detection items of different detection item types in the railway scientific research test platform by year (recent years) by adopting a first broken line graph, when a user is detected to select and click one year in the first broken line graph, a specific detection item condition of each laboratory in the year is displayed by downwards drilling and through a first bar graph, when the user is detected to select and click one column of one representative laboratory of the first bar graph, a query interface is downwards drilled or popped up, a layer is drilled again, and the appointed detection item information can be queried according to time and the laboratory, for example, the data extraction, the drilling or the association is realized according to the input query condition query result; through the visual analysis, the detection item categories with a large number of laboratories can be obtained so as to guide laboratory managers to prepare sufficient personnel and equipment resources for the laboratory managers.
And counting the distribution condition of the detection report by adopting a second fold line graph according to the year by adopting the report distribution data, wherein the detection report comprises the states of qualification, disqualification, partial qualification, completion, incompletion and overdue completion, when detecting that a user selects and clicks one year in the second fold line graph, drilling downwards and displaying the report distribution specific conditions of each laboratory in the year through a second column graph, when detecting that the user selects and clicks one column of one representative laboratory in the second column graph, drilling downwards or popping up a query interface, and according to the input query condition query result, realizing data extraction, drilling downwards or correlation. The visual analysis can obtain projects which are focused on more distributed, unfinished and overdue unqualified reports and analyze the reasons for the production of the projects.
Further, the laboratory resource management data includes statistical analysis data of personnel information, statistical analysis data of equipment information, statistical analysis data of sample registration, and management data of test plan, wherein:
the personnel information statistical analysis data adopts a third histogram to display the personnel number of each laboratory of the railway scientific research test platform, and mark the maximum number of people, the minimum number of people and the average number of people, when detecting that a user selects and clicks one laboratory in the third histogram, drilling downwards and displaying the distribution condition of the personnel academic records of the laboratory through a first polygon graph, wherein the distribution condition comprises a special subject, a researcher, a doctor, an expert, other people and the like, when detecting that the user selects and clicks the first polygon graph, drilling downwards or popping up a query interface, and according to the query result of the input query condition, realizing data extraction, drilling downwards or correlation; the personnel distribution condition of the specified condition can be inquired according to conditions such as a laboratory, creation time and the like.
The equipment information statistical analysis data adopts a fourth histogram to display the equipment number of each laboratory of the railway scientific research test platform, marks the maximum equipment number, the minimum equipment number and the average equipment number, when detecting that a user selects and clicks one laboratory in the fourth histogram, drilling downwards and displaying the distribution conditions of instrument and equipment of the laboratory through a second polygon graph, wherein the distribution conditions comprise lent, un-lent, in-maintenance, scrapping and the like, when detecting that the user selects and clicks the second polygon graph, drilling downwards or popping up a query interface, and according to the input query condition query result, data extraction, drilling downwards or correlation is realized; the details of the equipment of the specified conditions can be queried according to the conditions of a laboratory, creation time and the like. Through visual integrated analysis of the borrowing condition of the laboratory equipment, the resource sharing condition of the laboratory equipment can be obtained, decision-making basis is provided for laboratory managers, and the utilization rate of the laboratory equipment is improved more effectively.
The statistical analysis data of sample registration adopts a fifth histogram to display the sample registration quantity of each laboratory of the railway scientific research test platform in the last three years, when detecting that a user selects and clicks one laboratory in the fifth histogram, drilling downwards and displaying the sample registration condition of the laboratory in the last three years through a sixth histogram, when detecting that the user selects and clicks the sixth histogram, drilling downwards or popping up a query interface, and according to the query result of input query conditions, data extraction, drilling downwards or correlation is realized; sample registrations for specified conditions can be queried based on time and laboratory. The registered sample quantity is a side reflection of laboratory traffic and can be used as an auxiliary index for carrying out visual integrated analysis on the laboratory traffic.
The method comprises the steps that a first dynamic pie chart is adopted for displaying the annual completion quantity and completion proportion of a test plan and a carrying test plan 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, downward drilling is conducted, the completion conditions of the test plans in different years are displayed through a third line chart, the test plans are divided into a main test plan and a carrying test plan, when the user is detected to select and click a certain year in the third line chart, an inquiry interface is drilled or popped up, and data extraction, downward drilling or correlation is achieved according to the input inquiry condition inquiry result. Meanwhile, query conditions can be input to query the detailed information of the test plan under a certain condition. Through the visualized integrated analysis of the test plan management data, the annual plan execution completion condition can be obtained, the plan cancellation reason is analyzed, a reference basis is provided for plan making personnel, and the scientificity of the test plan is favorably ensured.
Further, the scientific research result management data comprises main result statistical analysis data, winning, standard formulation and thesis publication data, wherein:
the main achievement statistical analysis data adopts a fourth broken line graph to display the total quantity of annual main achievements of each laboratory in the railway scientific research test platform according to years, including scientific and technological rewards, patents, treatises and software copyright, when detecting that a user selects and clicks a certain year in the fourth broken line graph, drilling downwards and displaying the specific distribution condition 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, drilling downwards or popping up a query interface, and according to the input query condition query result, realizing data extraction, drilling downwards or correlation; the distribution of the main results of the specified conditions can be queried according to time and laboratories.
The prize winning, standard making and paper publication data are displayed by adopting a first dynamic histogram according to the platform prize winning, standard making and paper publication conditions of each laboratory of the railway scientific research test year by year, when a user is detected to select and click one laboratory in the first dynamic histogram, the prize winning, standard making and paper publication conditions of each sub-laboratory in the laboratory are downwards drilled and displayed through a second dynamic histogram, when a user is detected to select and click one sub-laboratory in the second dynamic histogram, a query interface is downwards drilled or popped up, and data extraction, drilling or correlation is realized according to the input query condition query result. The details can be inquired according to the conditions of time, the affiliated laboratory and the like.
Further, the project situation overview data includes scientific and technological development projects, experimental inspection project situations, scientific research development, standards, experimental inspection projects, and entrusted business projects, wherein:
the scientific and technological development project and test inspection project conditions adopt a third dynamic histogram to display annual scientific and technological development projects and test inspection project conditions of each laboratory of the railway scientific research test platform year by year, dynamic display and manual selection are supported, when a user is detected to select and click a certain laboratory in the third dynamic histogram, the scientific and technological development projects and test inspection project conditions of each sub-laboratory in the laboratory are drilled downwards and displayed through a fourth dynamic histogram, when a user is detected to select and click a certain sub-laboratory in the fourth dynamic histogram, a query interface is drilled downwards or popped up, and data extraction, drilling down or correlation is realized according to an input query condition query result; the details of the project under the specified conditions can be inquired according to the conditions such as project time and the affiliated sub laboratory.
The scientific research development, standard and test inspection projects adopt a third bubble chart to show the annual assumed project conditions of each laboratory of the railway scientific research test platform by year, the abscissa represents the number of all projects, the ordinate represents the sum of 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 certain laboratory in the third bubble chart, drilling downwards and displaying scientific and technological development projects and experimental inspection projects of each sub-laboratory in the laboratory through a fourth bubble chart, wherein the abscissa in the fourth bubble chart still represents the number of the projects, the ordinate represents project expenses, and the size of the bubbles represents the number of the laboratory, when detecting that the user selects and clicks the certain sub-laboratory in the fourth bubble chart, a query interface is drilled downwards or popped up, and data extraction, drilling downwards or correlation is realized according to an input query condition query result; the designated item acceptance may be queried based on time.
The entrusting business items adopt a tree diagram to display the entrusting business quantity of each laboratory of the railway scientific research test platform, the related sample quantity and the quantity of items to be detected according to the year, when a user is detected to select and click one point in the tree diagram, a query interface is drilled or popped downwards, data extraction, drilling or correlation are realized according to the input query condition query result, and entrusting business details of specified conditions can be queried according to time and the laboratory. By the overview of the project conditions, key business directions of each laboratory can be obtained, and reference is provided for comprehensive evaluation of the innovation platform.
According to the railway scientific research data visualization interactive system provided by the embodiment of the invention, wherein,
the overview data of the scientific research test platform adopts a second dynamic pie chart to show the test testing capability distribution condition and the occupied proportion of each laboratory according to the year, when a user is detected to select and click one laboratory in the second dynamic pie chart, the data are drilled downwards and displayed through a third dynamic pie chart, the test testing capability distribution condition of each sub-laboratory in the laboratory is detected, 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 the data are extracted, drilled downwards or associated according to the query result of the input query condition. The distribution situation of the experimental checking ability of the specified conditions can be inquired according to the conditions. The test capacity distribution is used for comprehensively displaying the professional capacity of each laboratory.
Another example of an application is the visual analysis and interaction of data to the evaluation of the locomotive time rate of railroad research platform equipment.
The contents of the platform management and construction relate to scientific research activities, scientific research fund usage, infrastructure construction, management, operation mechanisms and the like. The index of the average opportunity rate of the equipment of more than 30 ten thousand yuan is a key attention index in a key laboratory annual report of the state of an enterprise, and the utilization rate of the equipment in an evaluation result is lower than that of other indexes, so that the utilization rate of the equipment in a third-level index in the infrastructure construction of a second-level index is selected for data analysis.
The algorithm of the machine time rate is as follows: the standard machine time of each device is K1800 hours/year; the research work switchboard time (D) refers to the total time used by the laboratory researchers of each instrument every year; the service work switchboard time (E) refers to the total time that each instrument is not used by the laboratory staff every year; the machine time ratio (%) - (D + E)/K.
Selecting data computer time rates of 96 devices with the maximum capacity of more than 30 ten thousand yuan in two enterprise national key laboratories in the railway scientific research test platform, and carrying out K-means cluster analysis on the calculation result, wherein the analysis result is the average computer time rate (105.3%) of the devices with the maximum capacity of more than 30 ten thousand yuan in the enterprise national key laboratories in 2015. From the analysis and visualization results, it can be seen that in the four groups of cluster data, the data in cluster 1 and cluster 2 are lower than the average machine time rate reference line, and it can be seen that the machine time rates of more than 30 ten thousand yuan of equipment in two selected key laboratories are generally lower, and most of the equipment are in two types with lower machine time rates and are lower than the average value of the machine time rates of the key laboratories of 2015 enterprise countries. The specific data are checked, the service work switchboard E of most of equipment is found to be low, the equipment sharing rate is not high, the reason is analyzed, and the primary judgment is caused by the fact that the equipment sharing degree is not high in the early stage of laboratory construction, so that the equipment sharing mechanism is mainly improved in the management and operation of the later stage test platform, the utilization rate of the laboratory equipment is improved, and the resources of the test platform are fully utilized.
Fig. 2 is a schematic diagram of a railway scientific research data visualization interaction system provided in an embodiment of the present invention, and as shown in fig. 2, the system includes:
the object analysis module 10 is used for 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;
the data mapping module 20 is connected with the object analysis module 10 and used for mapping the railway scientific research data to a DOM object at the front end of a page;
the graph drawing module 30 is connected with the data mapping module 20 and used for calling a JavaScript graph library to perform graph drawing on the railway scientific research data in the DOM object mapped to the front end of the page to generate a visual interactive graph;
and the interactive display module 40 is connected with the graph drawing module 30 and is used for performing interactive service processing according to the content of the interactive operation when detecting that the visual interactive graph is interactively operated by the user, extracting, drilling down or associating the railway scientific research data interactively operated by the user and displaying the railway scientific research data on a page.
The working principle of the visualized interactive system for railway scientific research data of the embodiment of the invention is corresponding to that of the visualized interactive method for railway scientific research data of the embodiment, and the details are not repeated here.
Fig. 3 illustrates a physical structure diagram of an electronic device, which may include: a processor (processor)810, a communication Interface 820, a memory 830 and a communication bus 840, wherein the processor 810, the communication Interface 820 and the memory 830 communicate with each other via the communication bus 840. Processor 810 may invoke logic instructions in memory 830 to perform a method of railway research data visualization interaction, the method comprising:
accessing railway scientific research data in a database, and performing 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 a page;
calling a JavaScript graphic library to perform graphic drawing on railway scientific research data in the DOM object mapped to the front end of the page to generate a visual interactive graphic;
and when detecting that the user carries out interactive operation on the visual interactive graph, carrying out interactive service processing according to the content of the interactive operation, and extracting, drilling down or associating the railway scientific research data which is interactively operated by the user and displaying the data on a page.
In addition, the logic instructions in the memory 830 may be implemented in software functional units and stored in a computer readable storage medium when the logic instructions are sold or used as independent products. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute 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), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In another aspect, an embodiment of the present invention further provides a computer program product, where the computer program product includes a computer program stored on a non-transitory computer-readable storage medium, the computer program includes program instructions, and when the program instructions are executed by a computer, the computer can execute a method for visualizing interaction of railway research data, where the method includes:
accessing railway scientific research data in a database, and performing 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 a page;
calling a JavaScript graphic library to perform graphic drawing on railway scientific research data in the DOM object mapped to the front end of the page to generate a visual interactive graphic;
and when detecting that the user carries out interactive operation on the visual interactive graph, carrying out interactive service processing according to the content of the interactive operation, and extracting, drilling down or associating the railway scientific research data which is interactively operated by the user and displaying the data on a page.
In yet another aspect, an embodiment of the present invention further provides a non-transitory computer-readable storage medium, on which a computer program is stored, the computer program being implemented by a processor to perform a method for railway research data visualization interaction, the method including:
accessing railway scientific research data in a database, and performing 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 a page;
calling a JavaScript graphic library to perform graphic drawing on railway scientific research data in the DOM object mapped to the front end of the page to generate a visual interactive graphic;
and when detecting that the user carries out interactive operation on the visual interactive graph, carrying out interactive service processing according to the content of the interactive operation, and extracting, drilling down or associating the railway scientific research data which is interactively operated by the user and displaying the data on a page.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present 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 solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (10)
1. A railway scientific research data visualization interaction method is characterized by comprising the following steps:
accessing railway scientific research data in a database, and performing 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 a page;
calling a JavaScript graphic library to perform graphic drawing on railway scientific research data in the DOM object mapped to the front end of the page to generate a visual interactive graphic;
and when detecting that the user carries out interactive operation on the visual interactive graph, carrying out interactive service processing according to the content of the interactive operation, and extracting, drilling down or associating the railway scientific research data which is interactively operated by the user and displaying the data on a page.
2. The railway scientific data visualization interaction system as claimed in claim 1, wherein the content of the interactive operation comprises clicking, dragging, zooming, and mouse-rolling.
3. The visual interactive system for railway research data according to claim 1, wherein the test process management data comprises test traffic distribution data, detection project types and quantities, and report distribution data, wherein:
the test traffic distribution data adopts a first bubble diagram to show annual traffic of each laboratory, and adopts abscissa to show entrusted test traffic, ordinate shows scientific research test task quantity, bubble size shows the number of people in the laboratory, when detecting that a user selects and clicks one laboratory in the first bubble diagram, the annual traffic of sub-laboratories of the laboratory is drilled downwards and shown by a second bubble diagram, when detecting that the user selects and clicks one sub-laboratory of the second bubble diagram, a query interface is drilled downwards or popped up, and data extraction, drilling-down or correlation is realized according to the input query condition query result;
the method comprises the steps that the detection item types and the number show the number trend changes of detection items of different detection item types in a railway scientific research test platform according to years by adopting a first broken line graph, when a user is detected to select and click one year in the first broken line graph, a specific detection item condition of each laboratory in the year is drilled downwards and displayed through a first bar graph, when the user is detected to select and click one column of the first bar graph representing one laboratory, a query interface is drilled downwards or popped up, and data extraction, drilling downwards or correlation is realized according to an input query condition query result;
and counting the distribution condition of the detection report by adopting a second fold line graph according to the year by adopting the report distribution data, wherein the detection report comprises the states of qualification, disqualification, partial qualification, completion, incompletion and overdue completion, when detecting that a user selects and clicks one year in the second fold line graph, drilling downwards and displaying the report distribution specific conditions of each laboratory in the year through a second column graph, when detecting that the user selects and clicks one column of one representative laboratory in the second column graph, drilling downwards or popping up a query interface, and according to the input query condition query result, realizing data extraction, drilling downwards or correlation.
4. The visual interactive system for railroad research data according to claim 1, wherein the laboratory resource management data includes statistical analysis data of personnel information, statistical analysis data of equipment information, statistical analysis data of sample registration, and management data of test plans, wherein:
the personnel information statistical analysis data adopts a third histogram to display the personnel number of each laboratory of the railway scientific research test platform, and marks the maximum number of people, the minimum number of people and the average number of people, when detecting that a user selects and clicks one laboratory in the third histogram, drilling downwards and displaying the distribution condition of the personnel academic records of the laboratory through a first polygon graph, when detecting that the user selects and clicks the first polygon graph, drilling downwards or popping up a query interface, and according to the input query result of the query condition, realizing data extraction, drilling downwards or correlation;
the equipment information statistical analysis data adopts a fourth histogram to display the equipment number of each laboratory of the railway scientific research test platform, marks the maximum equipment number, the minimum equipment number and the average equipment number, when detecting that a user selects and clicks one laboratory in the fourth histogram, drills downwards and displays the distribution condition of instrument equipment of the laboratory through a second polygonal diagram, when detecting that the user selects and clicks the second polygonal diagram, drills downwards or pops up a query interface, and realizes data extraction, drilling downwards or correlation according to the input query condition query result;
the statistical analysis data of sample registration adopts a fifth histogram to display the sample registration quantity of each laboratory of the railway scientific research test platform in the last three years, when detecting that a user selects and clicks one laboratory in the fifth histogram, drilling downwards and displaying the sample registration condition of the laboratory in the last three years through a sixth histogram, when detecting that the user selects and clicks the sixth histogram, drilling downwards or popping up a query interface, and according to the query result of input query conditions, data extraction, drilling downwards or correlation is realized;
the method comprises the steps that a first dynamic pie chart is adopted for displaying the annual completion quantity and completion proportion of a test plan and a carrying test plan 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, downward drilling is conducted, the completion conditions of the test plans in different years are displayed through a third line chart, the test plans are divided into a main test plan and a carrying test plan, when the user is detected to select and click a certain year in the third line chart, an inquiry interface is drilled or popped up, and data extraction, downward drilling or correlation is achieved according to the input inquiry condition inquiry result.
5. The visual interactive system for railroad research data according to claim 3, wherein the scientific research result management data includes major result statistical analysis data, awards, standards formulation, and paper publication data, wherein:
the main achievement statistical analysis data adopts a fourth broken line graph to display the total quantity of annual main achievements of each laboratory in the railway scientific research test platform according to years, including scientific and technological rewards, patents, treatises and software copyright, when detecting that a user selects and clicks a certain year in the fourth broken line graph, drilling downwards and displaying the specific distribution condition 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, drilling downwards or popping up a query interface, and according to the input query condition query result, realizing data extraction, drilling downwards or correlation;
the prize winning, standard making and paper publication data are displayed by adopting a first dynamic histogram according to the platform prize winning, standard making and paper publication conditions of each laboratory of the railway scientific research test year by year, when a user is detected to select and click one laboratory in the first dynamic histogram, the prize winning, standard making and paper publication conditions of each sub-laboratory in the laboratory are downwards drilled and displayed through a second dynamic histogram, when a user is detected to select and click one sub-laboratory in the second dynamic histogram, a query interface is downwards drilled or popped up, and data extraction, drilling or correlation is realized according to the input query condition query result.
6. The visual interactive system for railway research data according to claim 5, wherein the project situation overview data comprises scientific development projects and experimental inspection project situations, scientific development, standards, experimental inspection projects, entrustment business projects, wherein:
the scientific and technological development projects and the test inspection project conditions of each laboratory year scientific and technological development project and the test inspection project condition of the railway scientific and research test platform are displayed by adopting a third dynamic histogram in year, when a user is detected to select and click a certain laboratory in the third dynamic histogram, the scientific and technological development projects and the test inspection project conditions of each sub-laboratory in the laboratory are drilled downwards and displayed by a fourth dynamic histogram, when a user is detected to select and click a certain sub-laboratory in the fourth dynamic histogram, a query interface is drilled downwards or popped up, and data extraction, drilling down or correlation is realized according to an input query condition query result;
the scientific research development, standard and test inspection projects adopt a third bubble chart to show the annual assumed project conditions of each laboratory of the railway scientific research test platform by year, the abscissa represents the number of all projects, the ordinate represents the sum of 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 certain laboratory in the third bubble chart, drilling downwards and displaying scientific and technological development projects and test inspection project conditions of all sub-laboratories in the laboratory through the fourth bubble chart, when detecting that the user selects and clicks the certain sub-laboratory in the fourth bubble chart, drilling downwards or popping up a query interface, and according to an input query condition query result, realizing data extraction, drilling downwards or correlation;
and the entrusting business items adopt the dendrograms to display the entrusting business quantity of each laboratory of the railway scientific research test platform, the related sample quantity and the quantity of the items to be detected, when a user is detected to select and click one point in the dendrograms, a query interface is drilled or popped downwards, and data extraction, drilling or correlation are realized according to the input query condition query result.
7. The railway scientific data visualization interaction system as claimed in claim 1,
the overview data of the scientific research test platform adopts a second dynamic pie chart to show the test testing capability distribution condition and the occupied proportion of each laboratory according to the year, when a user is detected to select and click one laboratory in the second dynamic pie chart, the data are drilled downwards and displayed through a third dynamic pie chart, the test testing capability distribution condition of each sub-laboratory in the laboratory is detected, 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 the data are extracted, drilled downwards or associated according to the query result of the input query condition.
8. A visual interactive system for railway research data, comprising:
the system comprises an object analysis module, a data base and a data analysis module, wherein the object analysis module is used for accessing railway scientific research data in the data base and carrying out object analysis on the railway scientific research data, and the railway scientific research data comprises test flow management data, test plan management data, laboratory resource management data, scientific research achievement management data, project condition overview data and scientific research test platform overview data;
the data mapping module is connected with the object analysis module and used for mapping the railway scientific research data to a DOM object at the front end of a page;
the graphic drawing module is connected with the data mapping module and used for calling a JavaScript graphic library to perform graphic drawing on the railway scientific research data in the DOM object mapped to the front end of the page to generate a visual interactive graphic;
and the interactive display module is connected with the graph drawing module and 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 graph, extracting, drilling down or associating the railway scientific research data which is interactively operated by the user and displaying the railway scientific research data on a page.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the steps of the method for visual interaction of railroad research data according to any one of claims 1 to 7 are implemented when the program is executed by the processor.
10. A non-transitory computer readable storage medium, on which a computer program is stored, wherein the computer program, when being executed by a processor, implements the steps of the method for visual interaction of railroad research data according to any one of claims 1 to 7.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| WO2023082654A1 (en) * | 2021-11-11 | 2023-05-19 | 深圳前海微众银行股份有限公司 | Method, apparatus and device for generating service interaction diagram, and storage medium |
| CN117235325A (en) * | 2023-11-13 | 2023-12-15 | 湖南科研云信息科技有限公司 | Visual management method and related device for enterprise research and development data |
| CN117235325B (en) * | 2023-11-13 | 2024-01-16 | 湖南科研云信息科技有限公司 | Visual management method and related device for enterprise research and development data |
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