Nuclear power plant digitized maintenance procedure structuring method and device

By constructing a multi-type data storage system and a graphical flowchart editor, machine-readable digital procedure objects are generated, solving the problems of unstructured and information silos in nuclear power plant maintenance procedures. This achieves visualization, ease of use, and data integration of procedures, thereby improving maintenance quality and efficiency.

CN122153049APending Publication Date: 2026-06-05SANMEN NUCLEAR POWER CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
SANMEN NUCLEAR POWER CO LTD
Filing Date
2026-02-04
Publication Date
2026-06-05

AI Technical Summary

Technical Problem

Existing nuclear power plant maintenance procedures exist in paper or static electronic document form, resulting in unstructured processes, high risk of human error, serious information silos, complex version management, and difficulty in accumulating experience, making it difficult to achieve automated and intelligent processing.

Method used

A multi-type data storage system is built, and a structured maintenance procedure flowchart is constructed through a graphical flowchart editor to generate machine-readable digital procedure objects. These objects are then used to guide maintenance personnel to execute the procedures on mobile terminals, and the execution results are recorded and fed back to optimize the procedures.

Benefits of technology

It achieves visualization and ease of use of procedures, machine executability, deep data integration, ensures logical consistency and traceability, reduces human error, and improves maintenance quality and efficiency.

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Abstract

The present disclosure belongs to the technical field of nuclear power, and particularly relates to a nuclear power digital maintenance procedure structuring method and device. The present disclosure converts the natural language description of the maintenance procedure into a structured procedure flow chart through a visual flow chart editing mode, dynamically associates each step with related data in a multi-type data storage system, forms a seamless set of multi-element data, and finally generates a digital procedure object that can be parsed and executed by a computer, which is friendly in interface and convenient in operation, and lays a foundation for subsequent intelligent application.
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Description

Technical Field

[0001] This invention belongs to the field of nuclear power technology, specifically relating to a method and apparatus for structuring digital maintenance procedures for nuclear power plants. Background Technology

[0002] Nuclear power plant maintenance procedures are mandatory documents that guide maintenance personnel in equipment maintenance, testing, and troubleshooting. Currently, the vast majority of these procedures exist in paper or static electronic document (such as PDF or Word) format. This format has several drawbacks: 1. Unstructured: The content of the procedures consists of plain text and images, which computers cannot understand in terms of semantic logic, making it difficult to automate and intelligently process.

[0003] 2. High risk of human error: The operation steps rely entirely on human reading and execution, which can easily lead to risks such as skipping steps, missing steps, and misreading.

[0004] 3. Information silos: Poor correlation between procedures and equipment information, historical data, drawings and manuals, etc., requires maintenance personnel to search for information across multiple systems, resulting in low efficiency.

[0005] 4. Complex version management: Upgrading or changing the version of the procedure requires manual verification and distribution, which may lead to the risk of using the old version of the procedure on site.

[0006] 5. Difficulty in accumulating experience: Best practices and modification suggestions during the maintenance process cannot be directly fed back and structured into the procedures.

[0007] Therefore, there is an urgent need to improve the management quality and utilization efficiency of maintenance procedures. Summary of the Invention

[0008] To overcome the problems existing in related technologies, a structured method and device for digital maintenance procedures in nuclear power plants are provided.

[0009] According to one aspect of the present disclosure, a method for structuring digital maintenance procedures in a nuclear power plant is provided, the method comprising: Step 1: Construct a multi-type data storage system. Establish a centralized data warehouse for terminal devices to store and manage various types of data related to maintenance procedures. Step 2: Create a procedure flow diagram. The terminal device displays the interactive interface of the graphical flow diagram editor. In the interactive interface, you can drag and drop preset nodes to define the structured attribute set of each node to build a flow diagram that represents the execution logic of the maintenance procedure. Nodes are used to represent operation steps, and the attribute set of a node is used to represent all data associations to complete the node. Step 3: Generate and store digital procedure objects. The terminal device serializes the completed flow diagram into a machine-readable standardized format file to form digital procedure objects and stores them in the procedure database. Step 4: Execution of maintenance procedures. The terminal device sends the associated digital maintenance procedure object to the mobile terminal associated with the maintenance work order based on the received maintenance work order. This allows the mobile terminal to load and parse the received digital maintenance procedure object and guide the maintenance personnel to execute the procedure according to the execution logic in the interactive interface of the mobile terminal. Step 5, Maintenance Procedure Feedback: The terminal device receives the feedback data returned by the mobile terminal and writes it back to the procedure database to bind to the corresponding digital procedure object. The feedback data is used to represent the actual execution result, time, and operator information of each step.

[0010] In one possible implementation, the data warehouse includes: equipment data, including equipment codes, models, and technical parameters from EAM, EPM, and ERP systems; knowledge data, including structured documents and knowledge graphs from drawings, manuals, and technical standards; resource data, including tools, spare parts, and personnel qualification information; and environmental data, including regional environmental information such as radiation dose rate, temperature, and humidity.

[0011] In one possible implementation, the node types include: start node, used to indicate the starting point of the procedure; end node, used to indicate the ending point of the procedure; operation node, used to indicate the action of maintenance operation, which is the basic unit of the flow graph; judgment node, used to indicate logical judgment conditions, which lead to different branch paths according to the judgment result; parallel node, used to indicate the starting point or merging point of multiple operation sequences that can be executed simultaneously; and sub-procedure node, used to indicate the call to another structured procedure, realizing the modularization of the procedure.

[0012] In one possible implementation, the node's attribute set includes: a core description, used to describe the operation content or judgment conditions of the corresponding node's operation steps in a standardized language; a data association interface, used to configure the address, query statement, or API call parameters of the data associated with the corresponding node in the multi-type data storage system; expected results / judgment criteria, used to define the criteria for the successful execution of the corresponding node's operation steps or the condition thresholds for judging each branch in the node; risk warnings, associated with the potential risks and safety measures of the corresponding node's operation steps; and required resources, used to associate with the tools, spare parts, and personnel skill requirements required for the corresponding steps.

[0013] In one possible implementation, the feedback data also includes: experience of successful execution of operation steps or reasons for failure of operation steps. The reasons for failure of operation steps are formatted input patterns. The terminal device can statistically analyze and display the effective execution rate of each step of the procedure based on the execution feedback data, and statistically analyze and display the potential defects that cause the procedure steps to fail based on the reasons for failure.

[0014] According to another aspect of the present disclosure, a structured digital maintenance procedure device for nuclear power plants is provided, the device comprising: The building module is used to establish a centralized data warehouse for storing and managing various types of data related to maintenance procedures; The creation module is used to display the interactive interface of the graphical flowchart editor. In the interactive interface, you can drag and drop preset nodes and define the structured attribute set of each node to build a flowchart that represents the execution logic of the maintenance procedure. Nodes are used to represent operation steps, and the attribute set of a node is used to represent all data associations to complete the node. The generation module is used to serialize the completed flow diagram into a machine-readable standardized format file to form a digital procedure object and store it in the procedure database. The execution module is used to send the associated digital maintenance procedure object to the mobile terminal associated with the maintenance work order based on the received maintenance work order. This allows the mobile terminal to load and parse the received digital maintenance procedure object, and guide the maintenance personnel to execute the procedure according to the execution logic in the interactive interface of the mobile terminal. The feedback module is used to receive feedback data returned by the mobile terminal and write it back to the procedure database to bind to the corresponding digital procedure object. The feedback data is used to represent the actual execution result, time, and operator information of each step.

[0015] According to another aspect of the present disclosure, a structured digital maintenance procedure device for nuclear power plants is provided, the device comprising: processor; Memory used to store processor-executable instructions; The processor is configured to execute the above-described method.

[0016] According to another aspect of the present disclosure, a non-volatile computer-readable storage medium is provided, on which computer program instructions are stored, which, when executed by a processor, implement the above-described method.

[0017] The beneficial effects of this disclosure are as follows: The structuring method for digital maintenance procedures in nuclear power plants provided by this disclosure transforms maintenance procedures described in natural language into structured procedure flowcharts through a visual flowchart editing method. Each step is dynamically associated with relevant data in multiple types of data storage systems, forming a seamless set of diverse data. Ultimately, a digital procedure object that can be parsed and executed by a computer is generated. Compared to some existing digital solutions that attempt to use forms or simple templates to input procedures, this disclosure fundamentally solves the problem of expressing the inherent logic of procedures (such as branches, loops, parallelism, and jumps), effectively integrating multi-source heterogeneous data. The method of this disclosure has a user-friendly interface and is easy to operate. During the procedure creation process, it also helps to clearly organize maintenance procedures, laying the foundation for subsequent intelligent applications (such as AR guidance, AI-assisted decision-making, and automated work orders). Attached Figure Description

[0018] Figure 1 This is a flowchart illustrating a structured method for digital maintenance procedures in nuclear power plants, as shown in an embodiment of this disclosure.

[0019] Figure 2 This is a block diagram of a structured device for digital maintenance procedures in a nuclear power plant, as shown in an embodiment of this disclosure. Detailed Implementation

[0020] The present disclosure will now be described in further detail with reference to the accompanying drawings and specific embodiments.

[0021] Unless otherwise defined, the technical and scientific terms used in this disclosure have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure pertains; the terminology used in this disclosure is for the purpose of describing particular embodiments only and is not intended to be limiting of this disclosure; the term "comprising" and any variations thereof in this disclosure are intended to cover non-exclusive inclusion. Clearly, the embodiments described in this disclosure are only a part of the embodiments of this disclosure, and not all of them. All other embodiments obtained by those of ordinary skill in the art based on the embodiments of this disclosure without inventive effort are within the scope of protection of this disclosure.

[0022] In this disclosure, the reference to "embodiment" means that a particular feature, structure, or characteristic described in connection with an embodiment may be included in one embodiment of this disclosure. The appearance of this phrase in various places throughout the specification does not necessarily refer to the same embodiment, nor is it a separate or alternative embodiment mutually exclusive with other embodiments. It will be explicitly and implicitly understood by those skilled in the art that the embodiments described herein can be combined with other embodiments.

[0023] Figure 1This is a flowchart illustrating a structured method for digital maintenance procedures in nuclear power plants, as shown in an embodiment of this disclosure. This method can be executed by a terminal device, which can be a server, desktop computer, laptop computer, etc. This embodiment of the disclosure does not limit the type of terminal device. Figure 1 As shown, the method includes: Step 1: Construct a multi-type data storage system and establish a centralized data warehouse to store and manage various types of data related to maintenance procedures. The data warehouse includes: equipment data, including equipment codes, models, and technical parameters from EAM (Enterprise Asset Management), EPM (Enterprise Performance Management), and ERP (Enterprise Resource Planning) systems; knowledge data, including structured documents and knowledge graphs from drawings, manuals, and technical standards; resource data, including tools, spare parts, and personnel qualification information; and environmental data, including regional environmental information such as radiation dose rate, temperature, and humidity.

[0024] Step 2: Create a procedure flow graph. The graphical flow graph editor's interactive interface allows users to drag and drop preset nodes to define the structured attribute set of each node (operation node, decision node, etc.) to construct a flow graph representing the execution logic of the maintenance procedure. Nodes represent operation steps, and their attribute sets represent the content and resources required to complete those steps. Node types include: start nodes (representing the beginning of the procedure); end nodes (representing the end of the procedure); operation nodes (representing the actions of maintenance operations and serving as the basic unit of the flow graph); decision nodes (representing logical judgment conditions, leading to different branch paths based on the judgment result); parallel nodes (representing the starting point or convergence point of multiple simultaneously executable operation sequences); and sub-procedure nodes (representing calls to another structured procedure, enabling modularization of the procedure).

[0025] The node's attribute set includes: a core description, used to describe the operation content or judgment conditions of the corresponding node's operation steps in a standardized language; a data association interface, used to configure the address, query statement, or API call parameters of the data associated with the corresponding node in the multi-type data storage system; expected results / judgment criteria, used to define the criteria for the successful execution of the corresponding node's operation steps or the condition thresholds for judging each branch in the node; risk warnings, associated with the potential risks (such as high radiation, high pressure) and safety measures of the corresponding node's operation steps; and required resources, associated with the tools, spare parts, and personnel skill requirements of the corresponding steps.

[0026] Step 3: Generate and store digital procedure objects. Serialize the completed flow diagram into a machine-readable standardized format file (such as JSON or XML) to form digital procedure objects and store them in the procedure database. The digital procedure object fully preserves the execution logic of the procedure and all data associations.

[0027] Step 4: Maintenance Procedure Execution. After receiving a maintenance work order, the terminal device parses the work order to obtain the associated digital maintenance procedure. This digital maintenance procedure object is then sent to the mobile terminal associated with the work order. The mobile terminal loads and parses the received digital maintenance procedure object, guiding the maintenance personnel to execute the procedure according to its execution logic within the mobile terminal's interface. During the execution of the digital maintenance procedure object, the mobile terminal: retrieves and displays relevant data from multiple data storage systems through the data association interface of each node; records the actual execution results, time, operator information, tips for successful execution, or reasons for failure for each step; and generates execution feedback data.

[0028] Step 5: Maintenance Procedure Feedback. The terminal device receives feedback data from the mobile terminal and writes it back to the procedure database, binding it to the corresponding digital procedure object for continuous procedure optimization and experience accumulation. For example, if the reason for the failure of an operation step is in formatted input mode, the maintenance personnel can enter the reason for the failure by selecting a method. The terminal device can statistically analyze and display the effective execution rate of each step of the procedure based on the execution feedback data, and can also statistically analyze and display the potential defects that led to the failure of the procedure steps based on the reasons for the failure, assisting in the continuous optimization of the procedure. During the execution of the procedure, maintenance personnel can also refer to the experience of successful execution of the corresponding operation steps or the reasons for failure, thereby providing timely technical guidance and risk avoidance to maintenance personnel on-site, effectively improving maintenance quality and efficiency.

[0029] The structuring method for digital maintenance procedures in nuclear power plants disclosed herein offers the following advantages: Visualization and ease of use: Complex logic is intuitively displayed through a flow diagram editor, lowering the barrier to procedure structuring. Machine executable: The generated digital procedure objects can be parsed by computers, enabling automated execution and intelligent guidance. Deep data integration: Information silos are broken down through node data association interfaces, allowing procedure steps to automatically retrieve relevant information within the context. Strong consistency: The integrity and accuracy of the procedure logic are ensured, reducing human error. Traceability and optimizability: Execution data is recorded throughout the process, providing a data foundation for procedure version management, performance analysis, and continuous improvement.

[0030] In one possible implementation, a structured device for digital maintenance procedures in nuclear power plants is provided, the device comprising: The building module is used to establish a centralized data warehouse for storing and managing various types of data related to maintenance procedures; The creation module is used to display the interactive interface of the graphical flowchart editor. In the interactive interface, you can drag and drop preset nodes and define the structured attribute set of each node to build a flowchart that represents the execution logic of the maintenance procedure. Nodes are used to represent operation steps, and the attribute set of a node is used to represent all data associations to complete the node. The generation module is used to serialize the completed flow diagram into a machine-readable standardized format file to form a digital procedure object and store it in the procedure database. The execution module is used to send the associated digital maintenance procedure object to the mobile terminal associated with the maintenance work order based on the received maintenance work order. This allows the mobile terminal to load and parse the received digital maintenance procedure object, and guide the maintenance personnel to execute the procedure according to the execution logic in the interactive interface of the mobile terminal. The feedback module is used to receive feedback data returned by the mobile terminal and write it back to the procedure database to bind to the corresponding digital procedure object. The feedback data is used to represent the actual execution result, time, and operator information of each step.

[0031] The description of the above-mentioned apparatus has been elaborated in detail in the description of the above-mentioned method, and will not be repeated here.

[0032] Figure 2 This is a block diagram illustrating a structured digital maintenance procedure apparatus for a nuclear power plant, as shown in an embodiment of this disclosure. For example, apparatus 1900 can be provided as a server. (Refer to...) Figure 2 The apparatus 1900 includes a processing component 1922, which further includes one or more processors, and memory resources represented by memory 1932 for storing instructions, such as application programs, that can be executed by the processing component 1922. The application programs stored in memory 1932 may include one or more modules, each corresponding to a set of instructions. Furthermore, the processing component 1922 is configured to execute instructions to perform the methods described above.

[0033] Device 1900 may also include a power supply component 1926 configured to perform power management of device 1900, a wired or wireless network interface 1950 configured to connect device 1900 to a network, and an input / output (I / O) interface 1958. Device 1900 can operate on an operating system stored in memory 1932, such as Windows Server™, MacOS X™, Unix™, Linux™, FreeBSD™, or similar.

[0034] In an exemplary embodiment, a non-volatile computer-readable storage medium is also provided, such as a memory 1932 including computer program instructions that can be executed by a processing component 1922 of the device 1900 to perform the above-described method.

[0035] This disclosure can be a system, method, and / or computer program product. A computer program product may include a computer-readable storage medium having computer-readable program instructions loaded thereon for causing a processor to implement various aspects of this disclosure.

[0036] Computer-readable storage media can be tangible devices capable of holding and storing instructions for use by an instruction execution device. Computer-readable storage media can be, for example—but not limited to—electrical storage devices, magnetic storage devices, optical storage devices, electromagnetic storage devices, semiconductor storage devices, or any suitable combination of the foregoing. More specific examples (a non-exhaustive list) of computer-readable storage media include: portable computer disks, hard disks, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM or flash memory), static random access memory (SRAM), portable compact disc read-only memory (CD-ROM), digital multifunction disc (DVD), memory sticks, floppy disks, mechanical encoding devices, such as punch cards or recessed protrusions storing instructions thereon, and any suitable combination of the foregoing. The computer-readable storage media used herein are not to be construed as transient signals themselves, such as radio waves or other freely propagating electromagnetic waves, electromagnetic waves propagating through waveguides or other transmission media (e.g., light pulses through fiber optic cables), or electrical signals transmitted through wires.

[0037] The computer-readable program instructions described herein can be downloaded from computer-readable storage media to various computing / processing devices, or downloaded via a network, such as the Internet, local area network, wide area network, and / or wireless network, to an external computer or external storage device. The network may include copper transmission cables, fiber optic transmission, wireless transmission, routers, firewalls, switches, gateway computers, and / or edge servers. A network adapter card or network interface in each computing / processing device receives the computer-readable program instructions from the network and forwards them to the computer-readable storage media in the respective computing / processing device.

[0038] Computer program instructions used to perform the operations of this disclosure may be assembly instructions, instruction set architecture (ISA) instructions, machine instructions, machine-dependent instructions, microcode, firmware instructions, status setting data, or source code or object code written in any combination of one or more programming languages, including object-oriented programming languages ​​such as Smalltalk, C++, etc., and conventional procedural programming languages ​​such as the "C" language or similar programming languages. The computer-readable program instructions may execute entirely on the user's computer, partially on the user's computer, as a standalone software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In cases involving a remote computer, the remote computer may be connected to the user's computer via any type of network—including a local area network (LAN) or a wide area network (WAN)—or may be connected to an external computer (e.g., via the Internet using an Internet service provider). In some embodiments, electronic circuitry, such as programmable logic circuitry, field-programmable gate arrays (FPGAs), or programmable logic arrays (PLAs), is personalized by utilizing the status information of the computer-readable program instructions to implement various aspects of this disclosure.

[0039] Various aspects of this disclosure are described herein with reference to flowchart illustrations and / or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of this disclosure. It should be understood that each block of the flowchart illustrations and / or block diagrams, and combinations of blocks in the flowchart illustrations and / or block diagrams, can be implemented by computer-readable program instructions.

[0040] These computer-readable program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing apparatus to produce a machine such that, when executed by the processor of the computer or other programmable data processing apparatus, they create means for implementing the functions / actions specified in one or more blocks of the flowchart and / or block diagram. These computer-readable program instructions can also be stored in a computer-readable storage medium that causes a computer, programmable data processing apparatus, and / or other device to operate in a particular manner; thus, the computer-readable medium storing the instructions comprises an article of manufacture that includes instructions for implementing aspects of the functions / actions specified in one or more blocks of the flowchart and / or block diagram.

[0041] Computer-readable program instructions may also be loaded onto a computer, other programmable data processing apparatus, or other device to cause a series of operational steps to be performed on the computer, other programmable data processing apparatus, or other device to produce a computer-implemented process, thereby causing the instructions executed on the computer, other programmable data processing apparatus, or other device to perform the functions / actions specified in one or more boxes of a flowchart and / or block diagram.

[0042] The flowcharts and block diagrams in the accompanying drawings illustrate the architecture, functionality, and operation of possible implementations of systems, methods, and computer program products according to various embodiments of the present disclosure. In this regard, each block in a flowchart or block diagram may represent a module, segment, or portion of an instruction containing one or more executable instructions for implementing a specified logical function. In some alternative implementations, the functions marked in the blocks may occur in a different order than those shown in the drawings. For example, two consecutive blocks may actually be executed substantially in parallel, and they may sometimes be executed in reverse order, depending on the functions involved. It should also be noted that each block in the block diagrams and / or flowcharts, and combinations of blocks in the block diagrams and / or flowcharts, may be implemented using a dedicated hardware-based system that performs the specified function or action, or using a combination of dedicated hardware and computer instructions.

[0043] The various embodiments of this disclosure have been described above. These descriptions are exemplary and not exhaustive, nor are they limited to the disclosed embodiments. Many modifications and variations will be apparent to those skilled in the art without departing from the scope and spirit of the described embodiments. The terminology used herein is chosen to best explain the principles, practical application, or improvement of the technology in the market, or to enable others skilled in the art to understand the embodiments disclosed herein.

Claims

1. A method for structuring digital maintenance procedures in nuclear power plants, characterized in that, The method includes: Step 1: Construct a multi-type data storage system. Establish a centralized data warehouse for terminal devices to store and manage various types of data related to maintenance procedures. Step 2: Create a procedure flow diagram. The terminal device displays the interactive interface of the graphical flow diagram editor. In the interactive interface, you can drag and drop preset nodes to define the structured attribute set of each node to build a flow diagram that represents the execution logic of the maintenance procedure. Nodes are used to represent operation steps, and the attribute set of a node is used to represent all data associations to complete the node. Step 3: Generate and store digital procedure objects. The terminal device serializes the completed flow diagram into a machine-readable standardized format file to form digital procedure objects and stores them in the procedure database. Step 4: Execution of maintenance procedures. The terminal device sends the associated digital maintenance procedure object to the mobile terminal associated with the maintenance work order based on the received maintenance work order. This allows the mobile terminal to load and parse the received digital maintenance procedure object and guide the maintenance personnel to execute the procedure according to the execution logic in the interactive interface of the mobile terminal. Step 5, Maintenance Procedure Feedback: The terminal device receives the feedback data returned by the mobile terminal and writes it back to the procedure database to bind to the corresponding digital procedure object. The feedback data is used to represent the actual execution result, time, and operator information of each step.

2. The method according to claim 1, characterized in that, The data warehouse includes: equipment data, including equipment codes, models, and technical parameters from EAM, EPM, and ERP systems; knowledge data, including structured documents and knowledge graphs from drawings, manuals, and technical standards; resource data, including tools, spare parts, and personnel qualification information; and environmental data, including regional environmental information such as radiation dose rate, temperature, and humidity.

3. The method according to claim 1, characterized in that, The types of nodes include: start nodes, which represent the starting point of a procedure; end nodes, which represent the ending point of a procedure; operation nodes, which represent the actions of maintenance operations and are the basic units of the flow graph; decision nodes, which represent logical judgment conditions and lead to different branch paths based on the judgment results; parallel nodes, which represent the starting point or merging point of multiple operation sequences that can be executed simultaneously; and sub-procedure nodes, which represent calls to another structured procedure, realizing the modularization of procedures.

4. The method according to claim 1, characterized in that, The node's attribute set includes: a core description, used to describe the operation content or judgment conditions of the corresponding node's operation steps in a standardized language; a data association interface, used to configure the address, query statement, or API call parameters of the data associated with the corresponding node in the multi-type data storage system; expected results / judgment criteria, used to define the criteria for the successful execution of the corresponding node's operation steps or the condition thresholds for judging each branch in the node; risk warnings, associated with the potential risks and safety measures of the corresponding node's operation steps; and required resources, used to associate with the tools, spare parts, and personnel skill requirements required for the corresponding steps.

5. The method according to claim 1, characterized in that, Feedback data also includes: experience of successful execution of operation steps or reasons for failure of operation steps. The reasons for failure of operation steps are in the formatted input mode. The terminal device can statistically analyze and display the effective execution rate of each step of the procedure based on the execution feedback data, and statistically analyze and display the potential defects that cause the procedure steps to fail based on the reasons for failure.

6. A structured device for digital maintenance procedures in nuclear power plants, characterized in that, The device includes: The building module is used to establish a centralized data warehouse for storing and managing various types of data related to maintenance procedures; The creation module is used to display the interactive interface of the graphical flowchart editor. In the interactive interface, you can drag and drop preset nodes and define the structured attribute set of each node to build a flowchart that represents the execution logic of the maintenance procedure. Nodes are used to represent operation steps, and the attribute set of a node is used to represent all data associations to complete the node. The generation module is used to serialize the completed flow diagram into a machine-readable standardized format file to form a digital procedure object and store it in the procedure database. The execution module is used to send the associated digital maintenance procedure object to the mobile terminal associated with the maintenance work order based on the received maintenance work order. This allows the mobile terminal to load and parse the received digital maintenance procedure object, and guide the maintenance personnel to execute the procedure according to the execution logic in the interactive interface of the mobile terminal. The feedback module is used to receive feedback data returned by the mobile terminal and write it back to the procedure database to bind to the corresponding digital procedure object. The feedback data is used to represent the actual execution result, time, and operator information of each step.

7. A structured device for digital maintenance procedures in nuclear power plants, characterized in that, The device includes: processor; Memory used to store processor-executable instructions; The processor is configured to perform the method according to any one of claims 1 to 5.

8. A non-volatile computer-readable storage medium storing computer program instructions thereon, characterized in that, When the computer program instructions are executed by the processor, they implement the method described in any one of claims 1 to 5.