Safety culture comprehensive display method, system and equipment based on visualization technology and medium thereof

Abstract

The invention discloses a security culture comprehensive display method, system and equipment based on a visualization technology and a medium thereof, and the method comprises the following steps: 1, obtaining a target task, collecting production field security culture data according to the target task, building a security culture data warehouse, and storing the security culture data warehouse; security culture data preprocessing is completed based on a big data analysis and mining technology; and 2, constructing a power enterprise production site 3D simulation scene according to the safety culture data warehouse in combination with a 3D simulation technology, and importing the scene into a safety culture visualization platform. By means of the visualization technology, safety risks, hidden dangers and accident site conditions in the power production process can be visually displayed, staff can feel the severity and urgency of safety problems personally on the scene, and therefore the safety awareness and the precaution ability are improved. An interactive training environment can be constructed through a visualization technology, the learning interest and enthusiasm of employees are stimulated, and the participation degree and the feedback effect of the employees are improved.

Description

Technical Field

[0001] The present invention relates to a comprehensive display method, in particular to a safety culture comprehensive display method, system, equipment and medium based on visualization technology, belonging to the technical field of safety culture training for electric power enterprises. Background Art

[0002] Power companies refer to industrial enterprises engaged in power production and operation activities. They produce and sell electric energy through power systems composed of power generation, substation, transmission, distribution and other subsystems. Work safety is a prerequisite for ensuring the orderly development of various tasks of power companies and is the lifeline for the survival of power companies. The safety awareness and safety quality of enterprise employees directly determine the safety and quality of work. As the pressure of work safety continues to increase, the demand for safety training is also increasing.

[0003] Traditional safety training for power companies usually focuses on imparting theoretical knowledge through classroom explanations, case analysis, safety regulations, etc. This training method has played an important role in improving employees' safety awareness and basic theoretical knowledge, but it also has some defects and shortcomings: 1. Traditional safety training mainly relies on text and verbal descriptions, which makes it difficult to intuitively display the safety risks, hidden dangers and accident scenes in the power production process. Employees need to use their imagination to understand complex safety issues and operating requirements, which increases the difficulty of understanding and remembering.

[0004] 2. Traditional training methods are mainly one-way teaching, lacking interactivity and participation. Employees are in a passive state during the training process, which makes it difficult to stimulate their interest and enthusiasm in learning, and it is also difficult to provide timely feedback on learning effects and problems.

[0005] 3. Due to the lack of intuitive evaluation methods, traditional safety training is difficult to accurately evaluate employees' mastery and practical application capabilities, resulting in a disconnect between training and actual work. Although employees have received training, they still find it difficult to effectively deal with safety risks in actual work.

[0006] 4. Traditional training methods usually require a lot of manpower, material resources and time investment, but due to lack of interactivity and difficulty in evaluating the results, the utilization efficiency of these resources is low.

[0007] Therefore, a comprehensive display method, system, equipment and medium of safety culture based on visualization technology are proposed. Summary of the invention

[0008] The purpose of the present invention is to provide a method, system, device and medium for comprehensive display of safety culture based on visualization technology to solve one of the problems raised in the above background technology.

[0009] The present invention is implemented by the following technical solution: a comprehensive display method of safety culture based on visualization technology, comprising the following steps: Step 1: Obtain the target task, collect the safety culture data of the production site according to the target task, establish a safety culture data warehouse, and complete the safety culture data preprocessing based on big data analysis and mining technology; Step 2: construct a 3D simulation scene of the power enterprise production site based on the safety culture data warehouse and 3D simulation technology, and import the 3D simulation scene of the power enterprise production site into the safety culture visualization platform based on the 3D scene editor; Step 3: Integrate safety culture display content based on the safety culture visualization platform; Step 4: Design a human-computer interaction program and an automatic test program based on a visualization technology development engine, and execute the automatic test program to complete the safety culture visualization platform system test.

[0010] As a further preferred embodiment of the present technical solution: in step 1, obtaining a target task, collecting production site safety culture data according to the target task, and establishing a safety culture data warehouse, specifically including: According to the department category of the power enterprise, determine the sources of safety culture data that need to be collected. The sources of on-site safety culture data include safety records, accident reports, safety training materials, photos and videos of safety activities at the production site. The on-site safety culture data is cleaned and the cleaned data is stored in the safety culture data warehouse.

[0011] As a further preferred embodiment of the present technical solution: analyzing the safety culture data based on big data analysis tools, extracting key information and trends, discovering the correlation and potential rules between the data based on data mining technology, and transforming the format and form of the analysis results.

[0012] As a further preferred embodiment of the present technical solution: in step one, the IoT device includes a temperature and humidity sensor, a pressure sensor, a gas sensor, a camera, and an RFID tag, and the IoT device monitors the device status, personnel behavior, and environmental parameters in real time.

[0013] As a further preferred embodiment of the present technical solution: in step one, the data warehouse is used to store security-related data from different IoT devices, systems, and manually entered data, and key safety indicators are extracted through big data analysis and mining technology. The key safety indicators include equipment failure rate, number of personnel violations, and environmental abnormality alarms.

[0014] As a further preferred embodiment of the present technical solution: according to the converted analysis results combined with 3D modeling software, a 3D simulation model is produced and used to add maps, textures and materials to the 3D simulation model.

[0015] As a further preferred embodiment of the present technical solution: according to the data interface standard of the safety culture visualization platform, the data of the 3D simulation scene is converted and processed, the 3D simulation scene is imported into the safety culture visualization platform based on the application programming interface, and the viewing angle, zoom, and roaming path of the 3D simulation scene are configured and adjusted.

[0016] As a further preferred embodiment of the present technical solution: in step three, functional modules related to safety culture are integrated based on the safety culture visualization platform, and the functional modules include a safety knowledge base module, an accident case analysis module, and a safety training and drill module.

[0017] As a further preferred embodiment of the present technical solution: in step 4, the automatic test program code is written based on the Selenium automated test tool, a test report is written according to the test results, and the safety culture visualization platform is optimized and improved according to the test report.

[0018] To solve the above technical problems, another technical solution adopted in the present application is: a safety culture comprehensive display system based on visualization technology, applied to a safety culture comprehensive display method based on visualization technology, including a visualization platform, the visualization platform including a data acquisition module, a data storage module, a data processing module, a 3D simulation module and a human-computer interaction module; Data collection module, real-time collection of production site safety-related data; Data storage module, storing production site safety-related data; Data processing module, which integrates data from different sources and extracts key security indicators; 3D simulation module, building 3D simulation scenes based on 3D simulation technology; The human-computer interaction module displays images, scenes and data to users and receives user operations and feedback.

[0019] As a further preferred embodiment of the present technical solution: the human-computer interaction module includes an input device, a voice recognition device, a gesture recognition device, a display screen, an audio device, a virtual reality device and an augmented reality device.

[0020] To solve the above technical problem, another technical solution adopted by the present application is: an electronic device, the electronic device comprising: at least one processor, and a memory communicatively connected to the at least one processor; The memory stores instructions that can be executed by the at least one processor, and the instructions are executed by the at least one processor so that the at least one processor can execute a comprehensive safety culture display method based on visualization technology.

[0021] In order to solve the above technical problems, another technical solution adopted in the present application is: a computer-readable storage medium, which stores computer instructions, and the computer instructions are used to enable a computer to execute a comprehensive safety culture display method based on visualization technology.

[0022] Advantages of the present invention: 1. The present invention can intuitively display the safety risks, hidden dangers and accident scenes in the power production process through the visualization technology of three-dimensional scenes, virtual reality and augmented reality. Employees can experience the severity and urgency of safety issues in person, thereby improving safety awareness and prevention capabilities; 2. The present invention can construct an interactive training environment through visualization technology, allowing employees to learn and master safety skills in simulated operations, stimulate employees' learning interest and enthusiasm, and improve their participation and feedback effects; 3. The present invention uses visualization technology to record the performance and reaction of employees in simulated operations, so as to accurately evaluate their mastery level and practical application ability, which helps to adjust the training content and methods in a timely manner to ensure that the training effect matches the actual work needs; 4. The present invention uses a visual online learning platform and a virtual simulation system, so that employees can learn and train anytime and anywhere, without the need for concentrated time and place for traditional training, which can not only improve resource utilization efficiency but also reduce training costs. BRIEF DESCRIPTION OF THE DRAWINGS

[0023] 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 will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0024] Figure 1 It is a schematic diagram of the process of the present invention; Figure 2 It is a schematic diagram of the structure of the system of the present invention. DETAILED DESCRIPTION

[0025] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0026] Example 1 See also Figure 1The present invention provides a technical solution: a comprehensive safety culture display method based on visualization technology, comprising the following steps: Step 1: Obtain the target task, collect the safety culture data of the production site according to the target task, establish a safety culture data warehouse, and complete the safety culture data preprocessing based on big data analysis and mining technology, including: According to the department category of the power enterprise, determine the source of safety culture data that needs to be collected. The on-site safety culture data sources include safety records, accident reports, safety training materials, photos and videos of safety activities at the production site. The on-site safety culture data is cleaned and the cleaned data is stored in the safety culture data warehouse. The Internet of Things data collection equipment includes temperature and humidity sensors, pressure sensors, gas sensors, cameras, and RFID tags. The Internet of Things devices are installed at various production sites of the power enterprise to collect data to ensure the authenticity of the data, so as to provide data reference for the visualization platform. A data warehouse is established, and the data collected by the Internet of Things devices are uploaded to the data warehouse. The Internet of Things devices and the data warehouse communicate using Wi-Fi, LoRa, Zigbee, and NB-IoT communication protocols. The data warehouse is used to store safety-related data from different Internet of Things devices, systems, and manually entered. Key safety indicators are extracted through big data analysis and mining technology. Key safety indicators include equipment failure rate, number of personnel violations, and environmental abnormality alarms. Safety culture data is analyzed based on big data analysis tools to extract key information and trends. The correlation and potential laws between data are discovered based on data mining technology, and the format and form of the analysis results are converted; Step 2: Use 3D modeling software to make a 3D simulation model based on the planned content and actual data. The 3D simulation model includes equipment model, personnel model and environment model. Export the 3D model to a format supported by the 3D simulation platform and use it to add maps, textures and materials to the 3D simulation model. According to the data interface standard of the safety culture visualization platform, convert and process the data of the 3D simulation scene. Import the 3D simulation scene into the safety culture visualization platform based on the application programming interface. Configure and adjust the perspective, zoom and roaming path of the 3D simulation scene. Build the scene according to the site layout and process, and add human-computer interaction functions to the 3D simulation scene. Step 3: Develop a Web-based visualization platform based on the demand analysis results. Based on the safety culture visualization platform, integrate the safety culture display content. Employees can interact with the visualization platform through input devices, voice recognition devices, gesture recognition devices, display screens, audio devices, virtual reality and augmented reality devices. The input devices, voice recognition devices, gesture recognition devices, display screens, audio devices, virtual reality and augmented reality devices can communicate with the visualization platform through the user end. The development of the visualization platform includes the following steps: Determine the layout, style, and interaction of the user interface, using a technology from HTML, CSS, JavaScript, and introducing a front-end framework to speed up development; Plan the server-side architecture, including database design, API interface design, data processing logic, etc., and select the appropriate backend technology stack and framework. The backend technology stack is one of Node.js, Java, and Python, and the framework is one of Express, Spring Boot, and Django; Design data storage solutions, including the use of relational and non-relational databases.

[0027] Web GL technology is used to render 3D models during the 3D simulation scene integration process, and functional modules related to safety culture are integrated based on the safety culture visualization platform. The functional modules include a safety knowledge base module, an accident case analysis module, and a safety training and drill module.

[0028] When integrating safety culture content, a content management system needs to be developed so that administrators can quickly add, edit and delete safety culture content. Safety culture content is presented in various forms such as articles, pictures, videos, etc., and combined with 3D simulation scenes to improve user participation and learning effects. Key content such as safety policies, procedures, operating guides, etc. are converted into easy-to-understand visual elements such as charts, animations, videos, etc., and embedded in the platform.

[0029] System testing requires evaluating the system's performance under different loads, including response time, throughput, and concurrent user numbers.

[0030] Step 4: Design human-computer interaction programs and automatic test programs based on the visualization technology development engine, execute the automatic test program to complete the safety culture visualization platform system test, write the automatic test program code based on the Selenium automated testing tool, write the test report according to the test results, optimize and improve the safety culture visualization platform according to the test report, train employees through the visual safety culture comprehensive display platform, and evaluate the employee training results, use 3D technology to simulate safety scenarios in real working environments, display correct operating methods and potential dangerous situations, so that employees can practice and learn in a virtual environment, set up interactive question-and-answer sessions, and let employees participate in answering questions during the browsing process to test their understanding and mastery of safety knowledge, collect and display historical safety accident cases, analyze their causes, consequences and preventive measures, so as to warn employees and enhance their safety awareness; Step 5. Continuously optimize and improve the visualization platform based on user feedback and actual application situations. Use user behavior analysis tools to track user activity on the platform, understand their usage habits and preferences, and design feasible solutions and improvement measures based on feedback and analysis issues and needs, including adjusting interface layout, optimizing functional processes, and enhancing interactive experience.

[0031] Example 2 like Figure 2 , the present invention also provides a safety culture comprehensive display system based on visualization technology, which is applied to a safety culture comprehensive display method based on visualization technology, including a visualization platform, the visualization platform including a data acquisition module, a data storage module, a data processing module, a 3D simulation module and a human-computer interaction module; Data collection module, real-time collection of production site safety-related data; Data storage module, storing production site safety-related data; Data processing module, which integrates data from different sources and extracts key security indicators; 3D simulation module, building 3D simulation scenes based on 3D simulation technology; The human-computer interaction module displays images, scenes and data to users and receives user operations and feedback.

[0032] It should be noted that the embodiments in this specification are described in a progressive manner, and each embodiment focuses on the differences from other embodiments, and the same or similar parts between the embodiments can be referred to each other. For system embodiments, they are basically similar to method embodiments, and the relevant parts can be referred to the partial description of the method embodiments.

[0033] Example 3 An embodiment of the present invention provides a computer device, including a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, a comprehensive safety culture display method based on visualization technology as described above is implemented.

[0034] Exemplarily, the computer program may be divided into one or more modules / units, one or more modules / units are stored in a memory and executed by a processor to implement the present invention. One or more modules / units may be a series of computer program instruction segments capable of implementing specific functions, and the instruction segments are used to describe the execution process of the computer program in a computer device.

[0035] Computer devices may include but are not limited to processors and memories. Those skilled in the art will appreciate that the diagram is merely an example of a computer device and does not constitute a limitation on the computer device. The computer device may include more or fewer components than shown in the diagram, or may combine certain components or different components. For example, the computer device may also include input and output devices, network access devices, buses, etc.

[0036] The processor can be a central processing unit, or other general-purpose processors, digital signal processors, application-specific integrated circuits, field programmable gate arrays or other programmable logic devices, discrete gate or transistor logic devices, discrete preset hardware components, etc. The general-purpose processor can be a microprocessor or the processor can also be any conventional processor, etc.

[0037] The memory may be an internal storage unit of a computer device, such as a hard disk or memory of the computer device. The memory may also be an external storage device of the computer device, such as a plug-in hard disk, a smart memory card, a secure digital card, a flash memory card, etc. equipped on the computer device. Furthermore, the memory may also include both an internal storage unit of a computer device and an external storage device.

[0038] Example 4 An embodiment of the present invention further provides a computer storage medium on which a computer program is stored. When the program is executed by a processor, the method for comprehensive display of safety culture based on visualization technology as described above is implemented.

[0039] The computer program may be stored in a computer-readable storage medium, and when the computer program is executed by a processor, the steps of each of the above method embodiments may be implemented. The computer program includes computer program code, and the computer program code may be in source code form, object code form, executable file or some intermediate form, etc. The computer-readable medium may include: any entity or device capable of carrying computer program code, recording medium, USB flash drive, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory, random access memory, electric carrier signal, telecommunication signal and software distribution medium, etc.

[0040] The present invention uses the visualization technology of three-dimensional scenes, virtual reality (VR) and augmented reality (AR) to intuitively display the safety risks, hidden dangers and accident scenes in the power production process. Employees can experience the severity and urgency of safety issues in person, thereby improving their safety awareness and prevention capabilities.

[0041] The present invention can construct an interactive training environment through visualization technology, allowing employees to learn and master safety skills in simulated operations, stimulate employees' learning interest and enthusiasm, and improve their participation and feedback effects.

[0042] The present invention records the performance and reaction of employees in simulated operations through visualization technology, so as to accurately evaluate their mastery level and practical application ability, which helps to adjust the training content and methods in time and ensure that the training effect matches the actual work needs.

[0043] The present invention uses a visual online learning platform and a virtual simulation system, so that employees can learn and train anytime and anywhere, without the need for concentrated time and place for traditional training, which can not only improve resource utilization efficiency but also reduce training costs.

[0044] In the above embodiments, the description of each embodiment has its own emphasis. For parts that are not described or recorded in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

[0045] The steps in the method of the embodiment of the present invention can be adjusted in order, combined or deleted according to actual needs.

[0046] The modules in the system of the embodiment of the present invention can be merged, divided and deleted according to actual needs.

[0047] Those skilled in the art will appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented in electronic preset hardware, or in a combination of computer software and electronic preset hardware. Whether these functions are performed in preset hardware or software depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of the present invention.

[0048] The above is only a specific embodiment of the present invention, but the protection scope of the present invention is not limited thereto. Any person skilled in the art can easily think of various changes or substitutions within the technical scope disclosed by the present invention, which should be included in the protection scope of the present invention. Therefore, the protection scope of the present invention should be based on the protection scope of the claims.

Claims

1. A comprehensive display method of safety culture based on visualization technology, characterized in that: The following steps are involved: Step 1: Obtain the target task, collect the safety culture data of the production site according to the target task, establish a safety culture data warehouse, and complete the safety culture data preprocessing based on big data analysis and mining technology; Step 2: construct a 3D simulation scene of the power enterprise production site based on the safety culture data warehouse and 3D simulation technology, and import the 3D simulation scene of the power enterprise production site into the safety culture visualization platform based on the 3D scene editor; Step 3: Integrate safety culture display content based on the safety culture visualization platform; Step 4: Design a human-computer interaction program and an automatic test program based on a visualization technology development engine, and execute the automatic test program to complete the safety culture visualization platform system test.

2. According to claim 1, a comprehensive display method of safety culture based on visualization technology is characterized in that: In step 1, the target task is obtained, and the safety culture data of the production site is collected according to the target task to establish a safety culture data warehouse, which specifically includes: According to the department category of the power enterprise, determine the sources of safety culture data that need to be collected. The sources of on-site safety culture data include safety records, accident reports, safety training materials, photos and videos of safety activities at the production site. The on-site safety culture data is cleaned and the cleaned data is stored in the safety culture data warehouse.

3. According to claim 2, a comprehensive display method of safety culture based on visualization technology is characterized in that: In step one, safety culture data is analyzed based on big data analysis tools to extract key information and trends, and the correlation and potential patterns between data are discovered based on data mining technology to transform the format and form of the analysis results.

4. The method for comprehensive display of safety culture based on visualization technology according to claim 1 is characterized in that: In step two, a 3D simulation model is produced based on the converted analysis results in combination with 3D modeling software, and maps, textures and materials are added to the 3D simulation model.

5. The method for comprehensive display of safety culture based on visualization technology according to claim 4 is characterized in that: In step two, according to the data interface standard of the safety culture visualization platform, the data of the 3D simulation scene is converted and processed, the 3D simulation scene is imported into the safety culture visualization platform based on the application programming interface, and the perspective, zoom, and roaming path of the 3D simulation scene are configured and adjusted.

6. The method for comprehensive display of safety culture based on visualization technology according to claim 1 is characterized in that: In step three, functional modules related to safety culture are integrated based on the safety culture visualization platform, and the functional modules include a safety knowledge base module, an accident case analysis module, and a safety training and drill module.

7. The method for comprehensive display of safety culture based on visualization technology according to claim 1 is characterized in that: In step four, write the automatic test program code based on the Selenium automated testing tool, write a test report based on the test results, and optimize and improve the safety culture visualization platform based on the test report.

8. A safety culture comprehensive display system based on visualization technology, applied to a safety culture comprehensive display method based on visualization technology as claimed in any one of claims 1 to 7, comprising a visualization platform, characterized in that: The visualization platform includes a data acquisition module, a data storage module, a data processing module, a 3D simulation module and a human-computer interaction module; Data collection module, real-time collection of production site safety-related data; Data storage module, storing production site safety-related data; Data processing module, which integrates data from different sources and extracts key security indicators; 3D simulation module, building 3D simulation scenes based on 3D simulation technology; The human-computer interaction module displays images, scenes and data to users and receives user operations and feedback.

9. An electronic device, characterized in that: The electronic device comprises: at least one processor, and a memory communicatively connected to the at least one processor; Wherein, the memory stores instructions that can be executed by the at least one processor, and the instructions are executed by the at least one processor so that the at least one processor can execute the comprehensive display method of safety culture based on visualization technology as described in any one of claims 1-7.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, which are used to enable a computer to execute a comprehensive safety culture display method based on visualization technology as described in any one of claims 1-7.

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