Project digital service system, method, device, equipment, medium and product

Abstract

The invention discloses a project digital service system, method, device, equipment and product, and the system comprises a scientific research achievement intelligent management module which is used for collecting basic information corresponding to a scientific research project, carrying out the progress management of the scientific research project based on the basic information, and displaying the achievement information corresponding to the scientific research project; the digital twinning application module is used for constructing a digital twinning support service platform corresponding to the scientific research project through a preset visualization mode, so that the digital twinning support service platform establishes a digital twinning model, and project data corresponding to the scientific research project is integrated on the digital twinning support service platform; the video monitoring module is used for acquiring image data corresponding to the scientific research project through an image acquisition device; the intelligent analysis module is used for carrying out anomaly analysis on the image data through a preset model and giving an alarm for abnormal image data, the digital twinning technology is used as a grasp, a project digital service system is constructed, and intelligent management and display of the research project are achieved.

Description

Technical Field

[0001] The present invention relates to the field of Internet technology, and in particular to a project digital service system, method, device, equipment, medium and product. Background Art

[0002] As the scientific and technological research work of universities and research institutions continues to deepen and expand, key scientific research projects and major results are produced one after another, the construction of R&D platforms and various laboratories continues to advance, and the complexity and amount of information of scientific research activities are also increasing.

[0003] At present, there is no scientific research digital service platform that integrates regulation, standardization and visualization in related technologies. Summary of the invention

[0004] The present invention provides a project digital service system, method, device, equipment, medium and product to solve the above problems.

[0005] In a first aspect, the present invention provides a project digital service system, the project digital service system comprising: a scientific research achievement intelligent management module, a digital twin application module, a video monitoring module and an intelligent analysis module, the scientific research achievement intelligent management module comprising a preset communication interface, the digital twin application module, the video monitoring module and the intelligent analysis module are connected to the scientific research achievement intelligent management module through the preset communication interface;

[0006] The scientific research achievement intelligent management module is used to collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project;

[0007] The digital twin application module is used to construct a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model and integrates the project data corresponding to the scientific research project in the digital twin support service platform;

[0008] The video monitoring module is used to collect image data corresponding to the scientific research project through an image acquisition device;

[0009] The intelligent analysis module is used to perform abnormal analysis on the image data through a preset model and to issue an alarm for abnormal image data.

[0010] Optionally, the project digital service system also includes a scientific research data center;

[0011] The scientific research data middle platform is used to build a preset topology architecture based on the project data corresponding to the scientific research project.

[0012] Optionally, the preset topology architecture includes a data warehouse topology architecture and a data set topology architecture.

[0013] Optionally, the scientific research data middle platform is also used to establish a resource library based on the project data corresponding to the scientific research project, and to perform editing, permission control, external release control and sharing control of the project data through the resource library.

[0014] Optionally, the scientific research results intelligent management module calls the digital twin application module, video monitoring module, intelligent analysis module and scientific research data middle platform respectively through the preset communication interface.

[0015] Optionally, the preset visualization method includes any one of chart visualization, three-dimensional visualization, and video surveillance visualization.

[0016] In a second aspect, the present invention provides a project digital service method, which is applied to any project digital service system described in the first aspect, and the method includes:

[0017] Collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project;

[0018] Constructing a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model, and integrating project data corresponding to the scientific research project in the digital twin support service platform;

[0019] Collecting image data corresponding to the scientific research project through an image acquisition device;

[0020] The image data is analyzed for abnormalities using a preset model, and an alarm is issued for abnormal image data.

[0021] Optionally, the method further comprises:

[0022] Determine the project objectives based on the scientific research project;

[0023] determining a target data type based on the project objectives;

[0024] Determine a target data source based on the target data type, and acquire target data based on the target data source;

[0025] The target data is analyzed according to the time information and / or the device information to obtain a data analysis result.

[0026] Optionally, after the step of performing abnormal analysis on the image data using a preset model and issuing an alarm for abnormal image data, the method includes:

[0027] A preset topology architecture is constructed based on the project data corresponding to the scientific research project, wherein the preset topology architecture includes a data warehouse topology architecture and a data set topology architecture.

[0028] Optionally, after the step of constructing a preset topology architecture based on the project data corresponding to the scientific research project, the method includes:

[0029] A resource library is established based on the project data corresponding to the scientific research project, and the project data is edited, permission controlled, externally released and shared through the resource library.

[0030] In a third aspect, the present invention provides a project digitization service device, the device comprising:

[0031] The first collection module is used to collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project;

[0032] A construction module, used to construct a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model, and integrates the project data corresponding to the scientific research project in the digital twin support service platform;

[0033] A second acquisition module, used to acquire image data corresponding to the scientific research project through an image acquisition device;

[0034] The analysis module is used to perform abnormal analysis on the image data through a preset model and to issue an alarm for abnormal image data.

[0035] Optionally, the device further comprises:

[0036] A first determination module is used to determine a project goal based on the scientific research project;

[0037] A second determination module, configured to determine a target data type based on the project target;

[0038] A third determination module, configured to determine a target data source based on the target data type, and acquire target data based on the target data source;

[0039] The data analysis module is used to perform data analysis on the target data according to time information and / or device information to obtain data analysis results.

[0040] Optionally, the device further comprises:

[0041] The first module is used to construct a preset topology architecture based on the project data corresponding to the scientific research project, wherein the preset topology architecture includes a data warehouse topology architecture and a data set topology architecture.

[0042] Optionally, the device further comprises:

[0043] The second module is used to establish a resource library based on the project data corresponding to the scientific research project, and to edit, control permissions, control external release and share the project data through the resource library.

[0044] In a fourth aspect, the present invention provides an electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the computer program, it implements any of the project digitization service methods described above.

[0045] In a fifth aspect, the present invention further provides a computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, implements any of the project digitization service methods described above.

[0046] In an embodiment of the present invention, a project digital service system is disclosed, which includes: a scientific research achievement smart management module, a digital twin application module, a video monitoring module and an intelligent analysis module. The scientific research achievement smart management module includes a preset communication interface, and the digital twin application module, the video monitoring module and the intelligent analysis module are connected to the scientific research achievement smart management module through the preset communication interface; the scientific research achievement smart management module is used to collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project; the digital twin application module is used to construct a digital twin support service platform corresponding to the scientific research project in a preset visualization method, so that the digital twin support service platform establishes a digital twin model, and integrates the project data corresponding to the scientific research project in the digital twin support service platform; the video monitoring module is used to collect image data corresponding to the scientific research project through an image acquisition device; the intelligent analysis module is used to perform abnormal analysis on the image data through a preset model and to alarm for abnormal image data. In the embodiment of the present invention, digital twin technology is used as a starting point to construct a digital service platform and core functional modules for scientific and technological research, integrate the scientific research results of major projects, realize the intelligent management and display of scientific and technological achievements, visualize the analysis of scientific research data, and digitize and intelligentize the emergency management of safe production, realize efficient access to scientific research results, integrate scientific research data, restore the real-time scene on site, integrate major scientific and technological achievements and progress, comprehensively record and display the execution of scientific research projects, provide objective, detailed and accurate data support and analysis results for scientific research evaluation, establish and access major project sites, key laboratory video images and application systems, identify safety risks through continuous data monitoring and progress tracking, provide decision-making support for safe production and emergency management, integrate scientific research data, realize unified data management, provide unified data interface services, and provide data support for major scientific and technological research. BRIEF DESCRIPTION OF THE DRAWINGS

[0047] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art are briefly introduced below.

[0048] Figure 1 A system schematic diagram of a project digital service system provided in an embodiment of the present invention;

[0049] Figure 2 A flowchart of a project digital service method provided in an embodiment of the present invention;

[0050] Figure 3 A device block diagram of a project digitization service device provided in an embodiment of the present invention;

[0051] Figure 4 A schematic diagram of the structure of a communication device provided in an embodiment of the present invention;

[0052] Figure 5 The present invention provides an architecture diagram of a scientific research achievement intelligent management module in a project digital service system provided in an embodiment of the present invention. DETAILED DESCRIPTION

[0053] To make the purpose, technical scheme and advantages of the embodiments of the present invention clearer, the embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings. However, it will be appreciated by those skilled in the art that in the embodiments of the present invention, many technical details are proposed in order to enable the reader to better understand the present application. However, even without these technical details and various changes and modifications based on the following embodiments, the technical scheme claimed in the present application can be implemented. The division of the following embodiments is for the convenience of description, and should not constitute any limitation on the specific implementation of the present invention. The various embodiments can be combined and referenced with each other without contradiction.

[0054] Reference Figure 1 , shows a system schematic diagram of a project digital service system provided by an embodiment of the present invention, the project digital service system includes: a scientific research achievement intelligent management module, a digital twin application module, a video monitoring module and an intelligent analysis module, the scientific research achievement intelligent management module includes a preset communication interface, the digital twin application module, the video monitoring module and the intelligent analysis module are connected to the scientific research achievement intelligent management module through the preset communication interface;

[0055] The scientific research achievement intelligent management module is used to collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project;

[0056] It should be noted that in the embodiments of the present application, reference is made to Figure 5 , based on the different project attributes of scientific and technological projects, a set of generalized management methods covering the entire life cycle of project progress and achievement management are studied, and scientific evaluation and control basis is reasonably established from four dimensions: dataization, display method, verification method, and assessment and evaluation method according to project attributes; project plan, progress, and funding data are introduced to carry out multi-dimensional control of projects from planning to execution, and retain document data of each scientific research process.

[0057] Furthermore, the scientific research results intelligent management module calls the digital twin application module, video monitoring module, intelligent analysis module and scientific research data middle platform respectively through the preset communication interface.

[0058] The intelligent management module of scientific research results is used to synchronize basic information of projects / laboratories (project introduction, staffing, etc.) and provide an entry for other functional modules.

[0059] Progress plan reporting and intelligent management, division of topics, tasks, and subtasks. Report, analyze, count, supervise, and warn project progress and results, and realize project progress traffic lights.

[0060] Comprehensive management of internal and external funds, including reporting, display, statistics, analysis, supervision, and early warning of contracts, payment plans, external funds arrival, and actual payment amounts.

[0061] Comprehensive access and display of project results, management of interim results and final results, including: process data, instructions, design drawings, source code, application system access and display, etc.

[0062] The digital twin application module is used to construct a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model and integrates the project data corresponding to the scientific research project in the digital twin support service platform;

[0063] Furthermore, the preset visualization method includes any one of chart visualization, three-dimensional visualization, and video surveillance visualization.

[0064] It should be noted that in the embodiments of the present application, various visualization technologies such as charts, three-dimensional, and video surveillance, as well as digital twins and big data technologies are used, with key scientific research projects and key laboratory construction as the objects, to build a digital twin support service platform covering typical project progress management, results management, key laboratory construction, demonstration project production and operation and other aspects, to solve the problems of scattered scientific research project results, scattered data, and no real-time monitoring on site.

[0065] A digital twin model is established using a 3D rapid modeling method, integrating the results, progress data (including but not limited to documents, videos, system connections), goals, and staffing of typical projects on a 3D platform.

[0066] Furthermore, the digital twin support service platform corresponding to the scientific research project is constructed by using a three-dimensional modeling method and a preset visualization method, which can be achieved in the following ways:

[0067] Based on the research of digital twin and data visualization of BIM+GIS+WEBGL, WBS (Work Breakdown Structure) and flow chart are used to construct the workflow of each stage of the scientific research project execution process for the whole life cycle of scientific research projects, and the application points of BIM, GIS, WebGL and digital twin are explored. According to the analyzed application points, Blender, 3Dmine, ThreeJS, UE5, Revit and other software, platforms and development frameworks are selected as the basic development environment. Through simulation, the way to realize the landing of application points on the platform is explored, and the mapping of physical equipment resources to virtual digital resources in the cloud is realized through digital twin. Combined with resource pooling management technology, various physical equipment resources are managed in the cloud, terminal and pooling, so as to realize the virtualized scheduling and control of equipment resources, and finally realize the real-time perception of equipment to solve major scientific research projects. The mapping and integration problem of physical space and information digital space at the scientific research site. For the project site safety emergency management, we propose application points based on system engineering, accident occurrence theory and production reliability theory, take physical entities as the basis of digital twin system, realize digital twin system with high-fidelity virtual models as the core, and realize its application in emergency route planning, disaster prevention and mitigation drills, etc. For big data display, we make full use of the Internet of Things, cloud computing, big data, artificial intelligence, multi-source heterogeneous data fusion, visualization and other technologies, combine modern management methods to carry out process reengineering, optimize the material flow, information flow, control flow, knowledge flow and value flow in operation, solve the key problems such as insufficient use of scientific research results data, low system linkage and inadequate technology application, and realize thorough perception, deep interconnection, high autonomy, deep learning, intelligent service and visualization in the execution of scientific research projects.

[0068] The digital twin application module of science and technology projects uses scientific research laboratories as physical carriers. It can view the current progress of each laboratory project, early results data (including but not limited to documents, videos, system connections), recent goals, researchers, whether the project progress is abnormal, on-site videos, and has on-site voice, video, SMS, and email communication functions; through the accumulation and entry of experimental data, various algorithm models are used, and virtual simulation experiments can be carried out in full combination with digital twin technology. With key scientific research projects and key laboratory construction as the object, a digital twin support service platform covering typical project progress management, results management, key laboratory construction, demonstration project production and operation and maintenance is constructed to solve the problems of scattered scientific research project results, scattered data, and no real-time monitoring on site. The results, progress data (including but not limited to documents, videos, system connections), goals, and staffing of typical scientific research projects are integrated on the three-dimensional platform; integrated video monitoring, dynamic environment monitoring, smart helmets and other wearable devices are used to establish a real-time monitoring system that combines virtual and real, and provide support for progress monitoring, results display, risk control, and emergency management. Combined with multi-dimensional data, it realizes a three-dimensional structure of scientific research progress and an innovative form of scientific research with intuitive and vivid scientific research process, and realizes the visualization of scientific and technological achievement indicators. At the same time, based on the 3D visualization engine, it provides the ability to build 3D scenes and display 3D models for various projects and scientific and technological platforms.

[0069] Comprehensive video surveillance, dynamic environment monitoring, smart helmets and other wearable devices are used to establish a real-time monitoring system that combines virtual and real elements to provide support for progress monitoring, results display, risk control and emergency management.

[0070] Combined with multi-dimensional data, we can achieve an innovative form of scientific research with a three-dimensional structure of scientific research progress and an intuitive and vivid scientific research process. We can use big data analysis and visualization technology to visualize scientific and technological achievement indicators.

[0071] The 3D visualization engine based on the digital twin platform provides the ability to build 3D scenes and display 3D models for various projects and technology platforms.

[0072] The video monitoring module is used to collect image data corresponding to the scientific research project through an image acquisition device;

[0073] The intelligent analysis module is used to perform abnormal analysis on the image data through a preset model and to issue an alarm for abnormal image data.

[0074] It should be noted that in the embodiments of the present application, the AI ​​algorithm is combined with the video surveillance system through deep learning, and the data collected from each link is evolved and trained using deep learning image technology, TensorFlow, PyTorch and other technologies to form an AI model; and the front-end equipment is empowered based on the AI ​​model and applied to different scenarios to enhance the intelligent management of scientific research results, thereby realizing intelligent safety emergency management of scientific research sites.

[0075] Using image recognition and target detection technology, we conduct artificial intelligence analysis on scenes captured by cameras, identify illegal and irregular operations under each camera, monitor the operation of the machine, and alarm for some abnormal scenes. We also conduct research and algorithm training based on various violations, and monitor and record illegal operations in real time.

[0076] Establish an artificial intelligence big data analysis platform, conduct model training and algorithm analysis for the scenes captured by each camera, and alarm for abnormal data through the platform. The AI ​​platform uses the SRS streaming service framework to collect videos, using python, yolo, torch, cv2 and other technical means. The YOLO algorithm defines object detection as a regression problem, applies the entire convolutional neural network to feature images, and divides the feature images into grids to monitor real-time videos. The algorithm records the identified abnormal information, retains the video, and sends the overall alarm information to the digital service platform for scientific and technological research.

[0077] Furthermore, the project digital service system also includes a scientific research data center;

[0078] The scientific research data middle platform is used to build a preset topology architecture based on the project data corresponding to the scientific research project.

[0079] The preset topology architecture includes a data warehouse topology architecture and a data set topology architecture.

[0080] The scientific research data middle platform is also used to establish a resource library based on the project data corresponding to the scientific research project, and to edit, control permissions, control external release, and share the project data through the resource library.

[0081] The management and governance standards of scientific research data, as well as the construction of data product systems and data underlying structures, will achieve unified data security, data specifications, metadata management, data coding management, and the topological architecture of data warehouses and data sets.

[0082] Build an abstract hierarchy of data, establish a unified resource library, and realize unified management of resource editing, permission control, external release control, and sharing control. Shield the heterogeneous information of the underlying data source and realize unified control of different scientific research project databases.

[0083] Through the construction and reuse of computing capabilities, we build data API services, open intelligent applications and interfaces, and meet the high performance and high availability scenarios of scientific research activities. We can reduce the development cost of data utilization points and improve the quality of data services.

[0084] Furthermore, by building data API services through the scientific research data middle platform and opening intelligent applications and interfaces, the following methods can be used: through the service-oriented approach, a service channel between scientific research data and business can be established, and the data accumulated in the business data warehouse and data platform can be fed back to scientific research activities. First, the data abstraction level, taking Hive, MySql and other storage types as the original data source, abstracting them into data tables in a structured and logical way, thereby shielding the heterogeneous information of the underlying data source, including SQL or NoSQL, with or without Schema and other scenarios. By unifying data types and data table formats, the differences between different underlying storage engines are shielded. Secondly, the data table is further abstracted into a data model in a semantic way, giving the data table business meaning. Based on the Hadoop ecosystem, a big data analysis platform is built, which integrates data storage and computing, and distributes storage and computing to computer clusters. For massive scientific research data, distributed database storage is used to ensure good scalability and high reliability, support the storage of massive heterogeneous data, and high concurrent access. Use Apache Flink as the analysis and processing engine for massive data. Apache Flink is an efficient, distributed, Java-based general-purpose big data analysis engine. It has the efficiency, flexibility, and scalability of distributed MapReduce platforms and parallel database query optimization solutions. It supports batch and stream-based data analysis and provides Java and Scala-based APIs. It is fully compatible with the Hadoop ecosystem and can be easily integrated into the Hadoop-based big data analysis platform.

[0085] For example, we can build a hydropower industry data API service. We use languages ​​such as Java and related frameworks to develop APIs, and databases to store various hydropower data. The interfaces can include RESTful APIs for obtaining the real-time status of specific equipment, and WebSocket APIs for pushing water level change data in real time. Smart applications can monitor the status of various equipment in hydropower stations in real time, and issue warnings when certain indicators are abnormal. They can also analyze historical data and display equipment performance change trends in the form of charts. They can also predict future equipment failures through predictive model interfaces.

[0086] In an embodiment of the present invention, a project digital service system is disclosed, which includes: a scientific research achievement smart management module, a digital twin application module, a video monitoring module and an intelligent analysis module. The scientific research achievement smart management module includes a preset communication interface, and the digital twin application module, the video monitoring module and the intelligent analysis module are connected to the scientific research achievement smart management module through the preset communication interface; the scientific research achievement smart management module is used to collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project; the digital twin application module is used to construct a digital twin support service platform corresponding to the scientific research project in a preset visualization method, so that the digital twin support service platform establishes a digital twin model, and integrates the project data corresponding to the scientific research project in the digital twin support service platform; the video monitoring module is used to collect image data corresponding to the scientific research project through an image acquisition device; the intelligent analysis module is used to perform abnormal analysis on the image data through a preset model and to alarm for abnormal image data. In the embodiment of the present invention, digital twin technology is used as a starting point to construct a digital service platform and core functional modules for scientific and technological research, integrate the scientific research results of major projects, realize the intelligent management and display of scientific and technological achievements, visualize the analysis of scientific research data, and digitize and intelligentize the emergency management of safe production, realize efficient access to scientific research results, integrate scientific research data, restore the real-time scene on site, integrate major scientific and technological achievements and progress, comprehensively record and display the execution of scientific research projects, provide objective, detailed and accurate data support and analysis results for scientific research evaluation, establish and access major project sites, key laboratory video images and application systems, identify safety risks through continuous data monitoring and progress tracking, provide decision-making support for safe production and emergency management, integrate scientific research data, realize unified data management, provide unified data interface services, and provide data support for major scientific and technological research.

[0087] Reference Figure 2 , shows a flowchart of the steps of the project digitization service method provided by an embodiment of the present invention, and the steps of the project digitization service method may include:

[0088] Step 201, collecting basic information corresponding to the scientific research project, managing the progress of the scientific research project based on the basic information, and displaying the achievement information corresponding to the scientific research project;

[0089] Step 202: constructing a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model, and integrates project data corresponding to the scientific research project in the digital twin support service platform;

[0090] Step 203, collecting image data corresponding to the scientific research project through an image collection device;

[0091] Step 204, performing abnormal analysis on the image data using a preset model, and issuing an alarm for abnormal image data;

[0092] It should be noted that, in the embodiment of the present application, the above steps 201-204 refer to the previous discussion and will not be repeated here.

[0093] Further, after step 204, after the step of performing abnormal analysis on the image data using a preset model and issuing an alarm for abnormal image data, the method includes:

[0094] A preset topology architecture is constructed based on the project data corresponding to the scientific research project, wherein the preset topology architecture includes a data warehouse topology architecture and a data set topology architecture.

[0095] A resource library is established based on the project data corresponding to the scientific research project, and the project data is edited, permission controlled, externally released and shared through the resource library.

[0096] Furthermore, the present application also includes:

[0097] Determine the project objectives based on the scientific research project;

[0098] determining a target data type based on the project objectives;

[0099] Determine a target data source based on the target data type, and acquire target data based on the target data source;

[0100] The target data is analyzed according to the time information and / or the device information to obtain a data analysis result.

[0101] It should be noted that in the embodiments of the present application, the analysis of scientific research projects can be carried out through the following steps:

[0102] Determine the research objectives of a scientific research project, such as research on strategies to improve the operating efficiency of hydropower plant equipment.

[0103] Determine the specific data types needed for the research, such as equipment performance parameter data, such as power, flow, pressure, etc.; reliability data such as equipment operating time and number of failures; production data such as the power generation and online power of the hydropower plant; environmental data, such as water temperature, water level, etc.

[0104] Determine the data sources: the power plant’s own monitoring system and database, technical documents and data provided by equipment manufacturers, the group’s unified data platform, and industry-related statistical reports and databases.

[0105] Conduct data analysis, such as comparative analysis of performance data of different time periods or different equipment, correlation analysis, and find out the relationship between certain factors and equipment efficiency. Use clustering algorithms to classify equipment operating status and use regression analysis to predict equipment performance trends.

[0106] For example, taking a hydropower plant as an example, we collected its equipment operation data and environmental data for many years, compared the power and efficiency changes of the same equipment in different years, combined with environmental factors such as the water level and water temperature at the time, used correlation analysis to find out the environmental factors that have a greater relationship with efficiency, and then used regression algorithms to establish an efficiency prediction model to provide a basis for subsequent equipment maintenance and optimization.

[0107] In the embodiment of the present invention, digital twin technology is used as a starting point to construct a digital service platform and core functional modules for scientific and technological research, integrate the scientific research results of major projects, realize the intelligent management and display of scientific and technological achievements, visualize the analysis of scientific research data, and digitize and intelligentize the emergency management of safe production, realize efficient access to scientific research results, integrate scientific research data, restore the real-time scene on site, integrate major scientific and technological achievements and progress, comprehensively record and display the execution of scientific research projects, provide objective, detailed and accurate data support and analysis results for scientific research evaluation, establish and access major project sites, key laboratory video images and application systems, identify safety risks through continuous data monitoring and progress tracking, provide decision-making support for safe production and emergency management, integrate scientific research data, realize unified data management, provide unified data interface services, and provide data support for major scientific and technological research.

[0108] Reference Figure 3 , Figure 3 A device block diagram of a project digital service device is provided, the device comprising:

[0109] The first collection module 301 is used to collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project;

[0110] A construction module 302 is used to construct a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model and integrates project data corresponding to the scientific research project in the digital twin support service platform;

[0111] The second acquisition module 303 is used to acquire image data corresponding to the scientific research project through an image acquisition device;

[0112] The analysis module 304 is used to perform abnormal analysis on the image data using a preset model and to generate an alarm for abnormal image data.

[0113] Optionally, the device further comprises:

[0114] A first determination module is used to determine a project goal based on the scientific research project;

[0115] A second determination module, configured to determine a target data type based on the project target;

[0116] A third determination module, configured to determine a target data source based on the target data type, and acquire target data based on the target data source;

[0117] The data analysis module is used to perform data analysis on the target data according to time information and / or device information to obtain data analysis results.

[0118] Optionally, the device further comprises:

[0119] The first module is used to construct a preset topology architecture based on the project data corresponding to the scientific research project, wherein the preset topology architecture includes a data warehouse topology architecture and a data set topology architecture.

[0120] Optionally, the device further comprises:

[0121] The second module is used to establish a resource library based on the project data corresponding to the scientific research project, and to edit, control permissions, control external release and share the project data through the resource library.

[0122] In the embodiment of the present invention, digital twin technology is used as a starting point to construct a digital service platform and core functional modules for scientific and technological research, integrate the scientific research results of major projects, realize the intelligent management and display of scientific and technological achievements, visualize the analysis of scientific research data, and digitize and intelligentize the emergency management of safe production, realize efficient access to scientific research results, integrate scientific research data, restore the real-time scene on site, integrate major scientific and technological achievements and progress, comprehensively record and display the execution of scientific research projects, provide objective, detailed and accurate data support and analysis results for scientific research evaluation, establish and access major project sites, key laboratory video images and application systems, identify safety risks through continuous data monitoring and progress tracking, provide decision-making support for safe production and emergency management, integrate scientific research data, realize unified data management, provide unified data interface services, and provide data support for major scientific and technological research.

[0123] The embodiment of the present invention also provides a communication device, such as Figure 4 As shown, it includes a processor 401, a communication interface 402, a memory 403 and a communication bus 404, wherein the processor 401, the communication interface 402, and the memory 403 communicate with each other through the communication bus 404.

[0124] Memory 403, used for storing computer programs;

[0125] The processor 401, when used to execute the program stored in the memory 403, can implement the following steps:

[0126] Collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project;

[0127] Constructing a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model, and integrating project data corresponding to the scientific research project in the digital twin support service platform;

[0128] Collecting image data corresponding to the scientific research project through an image acquisition device;

[0129] The image data is analyzed for abnormalities using a preset model, and an alarm is issued for abnormal image data.

[0130] Among them, the memory and the processor are connected in a bus manner, and the bus may include any number of interconnected buses and bridges, and the bus connects various circuits of one or more processors and memories together. The bus can also connect various other circuits such as peripheral devices, voltage regulators, and power management circuits together, which are all well known in the art, so this article will not further describe them. The bus interface provides an interface between the bus and the transceiver. The transceiver can be one element or multiple elements, such as multiple receivers and transmitters, providing a unit for communicating with various other devices on a transmission medium. The data processed by the processor can be transmitted on a wired medium or on a wireless medium through an antenna. Further, the antenna also receives data and transmits the data to the processor. The processor is responsible for managing the bus and general processing, and can also provide various functions, including timing, peripheral interfaces, voltage regulation, power management, and other control functions. The memory can be used to store data used by the processor when performing operations.

[0131] The communication bus mentioned in the above terminal can be a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus. The communication bus can be divided into an address bus, a data bus, a control bus, etc. For ease of representation, only one thick line is used in the figure, but it does not mean that there is only one bus or one type of bus.

[0132] The communication interface is used for communication between the above terminal and other devices.

[0133] The memory may include a random access memory (RAM) or a non-volatile memory, such as at least one disk memory. Optionally, the memory may also be at least one storage device located away from the aforementioned processor.

[0134] The above-mentioned processor can be a general-purpose processor, including a central processing unit (CPU), a network processor (NP), etc.; it can also be a digital signal processor (DSP), an application specific integrated circuit (ASIC), a field programmable gate array (FPGA) or other programmable logic devices, discrete gates or transistor logic devices, discrete hardware components.

[0135] In another embodiment provided by the present invention, a computer-readable storage medium is provided, in which instructions are stored. When the computer-readable storage medium is run on a computer, the computer executes the data downloading method described in any one of the above embodiments.

[0136] In another embodiment of the present invention, a computer program product including instructions is provided. When the computer program product is run on a computer, the computer executes the data downloading method described in any one of the above embodiments.

[0137] In the above embodiments, it can be implemented in whole or in part by software, hardware, firmware or any combination thereof. When implemented by software, it can be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on a computer, the process or function described in the embodiment of the present invention is generated in whole or in part. The computer can be a general-purpose computer, a special-purpose computer, a computer network, or other programmable device. The computer instructions can be stored in a computer-readable storage medium, or transmitted from one computer-readable storage medium to another computer-readable storage medium. For example, the computer instructions can be transmitted from one website site, computer, server or data center to another website site, computer, server or data center by wired (e.g., coaxial cable, optical fiber, digital subscriber line (DSL)) or wireless (e.g., infrared, wireless, microwave, etc.). The computer-readable storage medium can be any available medium that can be accessed by a computer or a data storage device such as a server or data center that includes one or more available media integrated. The available medium can be a magnetic medium (e.g., a floppy disk, a hard disk, a tape), an optical medium (e.g., a DVD), or a semiconductor medium (e.g., a solid-state hard disk SolidState Disk (SSD)), etc.

[0138] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device. In the absence of further restrictions, the elements defined by the sentence "including one..." do not exclude the existence of other identical elements in the process, method, article or device including the elements.

[0139] Each embodiment in this specification is described in a related manner, and the same or similar parts between the embodiments can be referred to each other, and each embodiment focuses on the differences from other embodiments. In particular, for the system embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the partial description of the method embodiment.

[0140] The above description is only a preferred embodiment of the present invention and is not intended to limit the protection scope of the present invention. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention are included in the protection scope of the present invention.

Claims

1. A project digital service system, characterized in that: The project digital service system includes: a scientific research achievement intelligent management module, a digital twin application module, a video monitoring module and an intelligent analysis module. The scientific research achievement intelligent management module includes a preset communication interface, and the digital twin application module, the video monitoring module and the intelligent analysis module are connected to the scientific research achievement intelligent management module through the preset communication interface; The scientific research achievement intelligent management module is used to collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project; The digital twin application module is used to construct a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model and integrates the project data corresponding to the scientific research project in the digital twin support service platform; The video monitoring module is used to collect image data corresponding to the scientific research project through an image acquisition device; The intelligent analysis module is used to perform abnormal analysis on the image data through a preset model and to issue an alarm for abnormal image data.

2. The system according to claim 1, characterized in that The project digital service system also includes a scientific research data center; The scientific research data middle platform is used to build a preset topology architecture based on the project data corresponding to the scientific research project.

3. The system according to claim 2, characterized in that The preset topology architecture includes a data warehouse topology architecture and a data set topology architecture.

4. The system according to claim 2, characterized in that The scientific research data middle platform is also used to establish a resource library based on the project data corresponding to the scientific research project, and to edit, control permissions, control external release, and share the project data through the resource library.

5. The system according to claim 1, characterized in that The scientific research achievement intelligent management module calls the digital twin application module, video monitoring module, intelligent analysis module and scientific research data middle platform respectively through the preset communication interface.

6. The system according to claim 1, characterized in that The preset visualization method includes any one of chart visualization, three-dimensional visualization, and video surveillance visualization.

7. A project digital service method, characterized in that: Applied to the project digitization service system described in any of claims 1 to 6, the method comprising: Collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project; Constructing a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model, and integrating project data corresponding to the scientific research project in the digital twin support service platform; Collecting image data corresponding to the scientific research project through an image acquisition device; The image data is analyzed for abnormalities using a preset model, and an alarm is issued for abnormal image data.

8. The method according to claim 7, characterized in that The method further comprises: Determine the project objectives based on the scientific research project; determining a target data type based on the project objectives; Determine a target data source based on the target data type, and acquire target data based on the target data source; The target data is analyzed according to the time information and / or the device information to obtain a data analysis result.

9. The method according to claim 7, characterized in that: After the step of performing abnormal analysis on the image data using a preset model and issuing an alarm for abnormal image data, the method includes: A preset topology architecture is constructed based on the project data corresponding to the scientific research project, wherein the preset topology architecture includes a data warehouse topology architecture and a data set topology architecture.

10. The method according to claim 7, characterized in that After the step of constructing a preset topology architecture based on the project data corresponding to the scientific research project, the method includes: A resource library is established based on the project data corresponding to the scientific research project, and the project data is edited, permission controlled, externally released and shared through the resource library.

11. A project digital service device, characterized in that: The device comprises: The first collection module is used to collect basic information corresponding to the scientific research project, manage the progress of the scientific research project based on the basic information, and display the achievement information corresponding to the scientific research project; A construction module, used to construct a digital twin support service platform corresponding to the scientific research project in a preset visualization manner, so that the digital twin support service platform establishes a digital twin model, and integrates the project data corresponding to the scientific research project in the digital twin support service platform; A second acquisition module, used to acquire image data corresponding to the scientific research project through an image acquisition device; The analysis module is used to perform abnormal analysis on the image data through a preset model and to issue an alarm for abnormal image data.

12. The device according to claim 9, characterized in that The device also includes: A first determination module is used to determine a project goal based on the scientific research project; A second determination module, configured to determine a target data type based on the project target; A third determination module, configured to determine a target data source based on the target data type, and acquire target data based on the target data source; The data analysis module is used to perform data analysis on the target data according to time information and / or device information to obtain data analysis results.

13. A communication device, characterized in that: include: A transceiver, a memory, a processor, and a program stored on the memory and executable on the processor; The processor is used to read the program in the memory to implement the project digitization service method as described in any one of claims 7 to 10.

14. A readable storage medium for storing a program, characterized in that: When the program is executed by a processor, the project digitization service method as described in any one of claims 7 to 10 is implemented.

15. A computer program product comprising a computer program / instructions, characterized in that When the computer program / instructions are executed by a processor, the project digitization service method as described in any one of claims 7 to 10 is implemented.

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