Industrial project implementation supervision method and system, medium and program product

Abstract

The invention discloses an implementation supervision method and system for an industrial project, a medium and a program product, and relates to the field of Internet data services, and the method comprises the steps: determining an associated project corresponding to a new project according to the project data of the new project; monitoring the process progress of the new project in real time, and determining the approval efficiency of the new project; when the approval efficiency is lower than a preset efficiency threshold value, determining a current process of the new project and an associated process of an associated project corresponding to the current process; when the approval confirmation time of the current process exceeds the historical approval time of the associated process, generating an approval delay report; and sending the approval delay report to the user terminal. By implementing the method, the project approval processing efficiency can be improved.

Description

Technical Field

[0001] The present application relates to the field of Internet data services, and in particular to an implementation supervision method, system, medium and program product for an industrial project. Background Art

[0002] With the acceleration of urbanization and the rapid development of the economy and society, urban project construction plays an important role in promoting regional development and improving urban functions. For some key projects involving land acquisition or planning approval, the implementation often requires the coordination of multiple departments.

[0003] Related technologies have developed a project management system, which includes basic project information management and progress tracking functions. Users can enter project information or update project progress in the system. In terms of approval process, the system realizes online node transfer, and approval personnel can view materials and fill in approval opinions online.

[0004] However, the project management method of the related art involves multiple approval nodes, and at each approval node, the approval time is likely to be delayed, resulting in a slow progress in project approval processing. Summary of the invention

[0005] The present application provides an industrial project implementation supervision method, system, medium and program product for improving the efficiency of project approval processing.

[0006] In the first aspect, the present application provides an implementation supervision method for industrial projects, which is applied to a supervision system, and the method includes: determining the associated projects corresponding to the new project based on the project data of the new project; monitoring the process progress of the new project in real time to determine the approval efficiency of the new project; when the approval efficiency is lower than a preset efficiency threshold, determining the current process of the new project and the associated processes of the associated projects corresponding to the current process; when the approval confirmation time of the current process exceeds the historical approval time of the associated process, generating an approval delay report; and sending the approval delay report to a user terminal.

[0007] In the above embodiment, the supervision system realizes real-time monitoring and early warning of the approval progress of new projects by determining related projects, monitoring approval efficiency, comparing approval time and generating delay reports.

[0008] In combination with some embodiments of the first aspect, in some embodiments, based on the project data of the new project, determining the associated projects corresponding to the new project, specifically including: determining the project characteristics including project type, land area, construction scale, investment amount and geographical location based on the project data of the new project; determining the similarity scores between multiple historical projects and the new project based on the project characteristics; and screening out historical projects with similarity scores higher than a preset similarity threshold as associated projects.

[0009] In the above embodiment, the supervision system achieves accurate matching of new projects by analyzing project features, calculating similarity scores and screening related projects, finds the most similar historical projects as references, and improves the pertinence and accuracy of supervision.

[0010] In combination with some embodiments of the first aspect, in some embodiments, when the approval confirmation time of the current process exceeds the historical approval time of the associated process, an approval delay report is generated, specifically including: when the approval confirmation time of the current process exceeds the historical approval time of the associated process, obtaining the historical approval opinions of the associated process; determining the delay cause analysis and suggested solutions based on the process characteristic data and historical approval opinions of the current process; generating an approval delay report based on the delay cause analysis and suggested solutions.

[0011] In the above embodiment, the supervision system achieves in-depth diagnosis of approval delay problems by obtaining historical approval opinions, analyzing the causes of delays and proposing solutions, summarizes patterns from historical experience, and provides targeted improvement suggestions for current projects, which helps to improve approval efficiency and optimize the approval process.

[0012] In combination with some embodiments of the first aspect, in some embodiments, after the steps of real-time monitoring the process progress of new projects and determining the approval efficiency of new projects, the method also includes: in response to a project query request from a user terminal, sending a project display map including project information of multiple projects to the user terminal; in response to a selection operation of a target project by the user terminal in the project display map, sending target project data and target process progress of the corresponding target project to the user terminal; in response to a process reminder operation of the user terminal on the target project, sending approval prompt information to the business personnel terminal corresponding to the current process of the target project.

[0013] In the above embodiment, the supervision system realizes the visual display and interactive management of project information through project display map, target project query and approval reminder functions, and provides users with an intuitive project supervision interface, which is conducive to improving supervision efficiency and user experience.

[0014] In combination with some embodiments of the first aspect, in some embodiments, before the step of sending a project display map including project information of multiple projects to the user terminal in response to a project query request of the user terminal, the method also includes: obtaining identity information of the user terminal, determining user permissions corresponding to the identity information; and determining multiple projects corresponding to the user permissions based on the user permissions.

[0015] In the above embodiment, the supervision system realizes refined control over access to project information through identity authentication and authority management, ensuring the security of sensitive information, while providing personalized project views for different users, thereby improving the security and practicality of the system.

[0016] In combination with some embodiments of the first aspect, in some embodiments, after the step of sending an approval delay report to the user terminal, the method also includes: obtaining a project display map of the area where the new project is located; updating the project information of the new project to the geographic location module corresponding to the project display map; binding a layer management component to the geographic location module corresponding to the new project to display data and set properties for the new project; and updating component parameters of the layer management component based on the parameter setting operation of the user terminal.

[0017] In the above embodiment, the supervision system realizes the dynamic display and flexible configuration of project information through map updating, layer management and parameter setting, and provides users with rich visualization tools and customization options, which is conducive to improving the depth of data analysis and the flexibility of supervision.

[0018] In combination with some embodiments of the first aspect, in some embodiments, after the step of updating the component parameters of the layer management component based on the parameter setting operation of the user terminal, the method also includes: generating regional analysis results of the area where the new project is located based on the project display map; generating a project development trend report based on the regional analysis results and the monitored process progress of the new project; generating a project score based on the project development trend report and multi-source data from an external data system.

[0019] In the above embodiment, the supervision system achieves a comprehensive assessment of project development through regional analysis, trend reporting and project scoring, providing decision makers with a combination of macro and micro analysis perspectives, which helps to formulate more scientific and reasonable project planning and management strategies.

[0020] In a second aspect, an embodiment of the present application provides a supervision system, which includes: one or more processors and a memory; the memory is coupled to the one or more processors, the memory is used to store computer program code, the computer program code includes computer instructions, and the one or more processors call the computer instructions to enable the supervision system to execute the method described in the first aspect and any possible implementation method of the first aspect.

[0021] In a third aspect, an embodiment of the present application provides a computer program product comprising instructions, which, when the computer program product is run on a supervision system, enables the supervision system to execute the method described in the first aspect and any possible implementation of the first aspect.

[0022] In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium, comprising instructions, which, when executed on a supervision system, enable the supervision system to execute the method described in the first aspect and any possible implementation of the first aspect.

[0023] It is understandable that the supervision system provided in the second aspect, the computer program product provided in the third aspect, and the computer storage medium provided in the fourth aspect are all used to execute the method provided in the embodiment of the present application. Therefore, the beneficial effects that can be achieved can refer to the beneficial effects in the corresponding method, which will not be repeated here.

[0024] One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages: 1. Due to the adoption of the approval efficiency monitoring and delay report generation mechanism based on related projects, the approval progress of new projects can be tracked in real time. By comparing the historical approval time of related projects, the supervision system can accurately determine whether there is an abnormal delay in the current approval and generate a delay report. This effectively solves the problem of lack of accurate monitoring and early warning of project approval progress in related technologies, reduces unnecessary delays, and improves project approval efficiency.

[0025] 2. Due to the use of interactive functions such as project display maps, target project query and approval reminders, it can provide users with an intuitive and convenient project supervision interface, realize the visual display and real-time interaction of project information. Users can quickly locate and view projects through maps, obtain project data and progress information, and send approval reminders for specific projects. It effectively solves the problems of unintuitive display of project information, inconvenient query and poor communication in related technologies, and improves user experience.

[0026] 3. Due to the use of map-based project information dynamic update, layer management and parameter setting functions, it is possible to achieve flexible display and personalized configuration of project data. The supervision system can update the new project information to the map in real time, and display data and set properties through the layer management component. Users can also customize component parameters according to their needs. It effectively solves the problem of insufficient dynamic display and low visualization of project information in related technologies, and realizes intuitive display of data. BRIEF DESCRIPTION OF THE DRAWINGS

[0027] Figure 1 It is a flow chart of the implementation supervision method of the industrial project in the embodiment of the present application; Figure 2 This is another flow chart of the method for supervising the implementation of an industrial project in an embodiment of the present application; Figure 3 It is a schematic diagram of the structure of a physical device of the monitoring system in an embodiment of the present application. DETAILED DESCRIPTION

[0028] The terms used in the following embodiments of the present application are only for the purpose of describing specific embodiments, and are not intended to be used as limitations to the present application. As used in the specification of the present application, the singular expressions "one", "a kind of", "above", "the" and "this" are intended to also include plural expressions, unless there is a clear indication to the contrary in the context. It should also be understood that the term "and / or" used in the present application refers to any or all possible combinations comprising one or more of the listed items.

[0029] In the following, the terms "first" and "second" are used for descriptive purposes only and are not to be understood as suggesting or implying relative importance or implicitly indicating the number of the indicated technical features. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of the features, and in the description of the embodiments of the present application, unless otherwise specified, "plurality" means two or more.

[0030] For ease of understanding, the application scenarios of the embodiments of the present application are introduced below.

[0031] In a rapidly developing coastal city, the municipal government plans to implement 100 major industrial projects in the next five years, covering multiple fields such as new energy, high-end manufacturing, and biomedicine. However, with the increase in the number and complexity of projects, traditional project management methods have become difficult to cope with. The lengthy project approval process and difficult cross-departmental coordination have led to serious delays in many projects. For example, a new energy vehicle manufacturing plant project was originally planned to be approved and built in 18 months, but it actually took more than 30 months, causing great economic losses. The municipal government needs an efficient and intelligent industrial project implementation supervision system to improve project approval efficiency and ensure that major projects are implemented on time.

[0032] In related technologies, basic information management and approval flow of industrial projects can be achieved by adopting basic project management systems and online approval processes.

[0033] The following describes a scenario of an implementation supervision method for an industrial project using related technologies.

[0034] The municipal government used a traditional project management system to handle these 100 major industrial projects. The system has basic project information entry and progress tracking functions, and the approval process has also been realized online. However, in actual operation, the system exposed many problems. When handling a chemical park project, the system failed to detect approval delays, causing the project to stagnate for three months in the environmental impact assessment stage, and the relevant personnel did not realize this until the problem became serious.

[0035] The implementation supervision method of industrial projects in the embodiment of the present application realizes intelligent management of the entire life cycle of the project through intelligent correlation project matching and real-time approval efficiency monitoring, which not only improves the approval efficiency, but also provides decision makers with a more comprehensive project display.

[0036] The following describes a scenario in which the implementation supervision method of the industrial project in this application is used.

[0037] The municipal government introduced the implementation supervision method for industrial projects in this application. When dealing with the same 100 major industrial projects, the system first matches the most similar historical projects as a reference based on the characteristics of each new project. For example, for a new semiconductor manufacturing plant project, the system quickly found 3 similar completed projects, providing a benchmark for the evaluation of approval efficiency. The system monitors the progress of each project in real time. When it is found that the land approval link of a semiconductor project exceeds the expected time by 20%, an approval delay report is immediately generated and pushed to the heads of relevant departments. At the same time, the system analyzes the approval opinions of historical projects and provides reference suggestions for solving current delays. Project managers can intuitively view the distribution and status of all projects on an interactive map and adjust the data display method as needed. With these functions, the overall approval time for semiconductor projects was shortened by 25% than expected, speeding up the implementation of projects.

[0038] It can be seen that the industrial project implementation supervision method in the embodiment of the present application can not only achieve efficient project management, but also effectively solve problems such as information islands and insufficient analysis capabilities in traditional systems, thereby realizing intelligent and refined project management.

[0039] For ease of understanding, the following describes the process of the method provided by this implementation in combination with the above scenario. Figure 1 , which is a flow chart of the implementation supervision method of an industrial project in an embodiment of the present application.

[0040] S101. Determine, based on project data of a new project, an associated project corresponding to the new project.

[0041] Among them, new projects refer to industrial projects that are undergoing approval or are about to start approval. Project data represents various information related to new projects, including but not limited to project type, land area, construction scale, investment amount, and geographical location. Related projects refer to historical projects that have similar characteristics or attributes to new projects and are used as reference and comparison benchmarks.

[0042] After receiving the application for a new project or the project information submitted by the relevant departments, the supervision system will identify the historical projects related to it for the subsequent evaluation and comparison of approval efficiency. Specifically, the supervision system first analyzes the project data of the new project and extracts key features; then searches for projects with similar features in the historical project database; finally, selects the most relevant project as the associated project based on the similarity score.

[0043] In some embodiments, the determination of related projects can be achieved in a variety of ways: Optionally, the regulatory system can use machine learning algorithms, such as cluster analysis or similarity calculation, to classify and match historical projects. First, the system vectorizes the features of the new project; then, the similarity between the new project and the historical project is calculated using algorithms such as cosine similarity; finally, several projects with the highest similarity are selected as related projects. Optionally, the regulatory system can establish a multi-level screening mechanism. First, a preliminary screening is performed based on the project type; second, the scope is further narrowed down based on the investment scale and geographical location; finally, the final set of related projects is determined based on detailed indicators such as land area and construction scale. It is understandable that other methods can also be used to determine related projects, such as expert systems or rule engines, which are not limited here.

[0044] S102. Monitor the process progress of new projects in real time and determine the approval efficiency of new projects.

[0045] Among them, process progress refers to the stage and completion status of the new project in the approval process. Approval efficiency refers to the speed of the project approval process, which can be measured by the ratio of approval time to expected time.

[0046] After a new project enters the approval process, the supervision system will continue to track the progress of the project in order to identify potential problems and delays. Specifically, the supervision system first establishes a standard process model for project approval, including each approval link and its expected time; then, the system connects with the information system of each approval department to obtain real-time status updates of the project at each link; then, the system compares the actual time with the expected time and calculates the current approval efficiency; finally, the system records and updates the calculation results to the project monitoring panel.

[0047] In some embodiments, the approval efficiency can be determined in a variety of ways: Optionally, the supervision system can use the milestone method. First, set several key nodes as milestones for the project approval process; second, record the actual completion time of each milestone; then, compare the actual completion time with the preset standard time; finally, calculate the overall approval efficiency based on the comparison results. Optionally, the supervision system can use the Cumulative Flow Diagram method. First, the system records the project's stay time in each approval stage in real time; second, draw a cumulative flow diagram to show the changing trend of the workload in each stage; then, analyze the slope and area in the diagram to identify efficiency bottlenecks; finally, calculate the overall approval efficiency based on the analysis results. It can be understood that other methods can also be used to determine the approval efficiency, such as the critical path method or statistical process control, which are not limited here.

[0048] S103: When the approval efficiency is lower than a preset efficiency threshold, determine the current process of the new project and the associated processes of the associated projects corresponding to the current process.

[0049] The preset efficiency threshold refers to an approval efficiency standard preset by the system, which is used to determine whether the current approval efficiency is within the normal range. The current process refers to the approval link currently being carried out for the new project. The associated process refers to the approval link corresponding to the current process in the associated project.

[0050] When the supervision system finds abnormal approval efficiency, it will further locate the specific link where the problem lies and find historical cases for reference. Specifically, the system first compares the calculated approval efficiency with the preset efficiency threshold; if it is lower than the threshold, the abnormal handling process is triggered; then, the system determines the current approval link of the new project; then, in the previously determined related projects, find the historical approval records corresponding to the current link; finally, the system integrates this information to prepare for subsequent analysis and report generation.

[0051] S104. When the approval confirmation time of the current process exceeds the historical approval time of the associated process, an approval delay report is generated.

[0052] The approval confirmation time refers to the actual time required from the start to the completion of the current process. The historical approval time refers to the average approval time or standard approval time of the associated project in the corresponding process. The approval delay report is a document that explains the approval delay, cause analysis, and improvement suggestions.

[0053] When the supervision system finds that the current approval time is abnormally extended, it will generate a report for reference and decision-making by relevant personnel. Specifically, the system first compares the approval confirmation time of the current process with the historical approval time of the associated process; if it exceeds the historical time, the report generation process is triggered; then, the system collects various data related to the delay, including specific time differences, historical statistical data, possible reasons for the delay, etc.; then, the system uses the preset report template to integrate this information into a structured report; finally, the system will also generate some improvement suggestions based on historical experience and best practices and based on the large language model.

[0054] In some embodiments, the generation of approval delay reports can be achieved in a variety of ways: Optionally, the regulatory system can use a template filling method. First, the system prepares a set of report templates containing various delay situations; secondly, the best matching template is selected according to the actual delay situation; then, the collected specific data is filled in the corresponding position of the template; finally, analysis conclusions and suggestions are generated based on the filled data. Optionally, the regulatory system can use natural language generation (NLG) technology. First, the system structures the collected delay data; secondly, the structured data is converted into a natural language description using an NLG algorithm; then, the generated text content is organized according to the preset report structure; finally, visual charts are added to enhance the readability of the report. It is understandable that other methods can also be used to generate approval delay reports, such as intelligent report generation based on knowledge graphs or multimodal fusion reports, which are not limited here.

[0055] S105: Send an approval delay report to the user terminal.

[0056] Among them, user terminal refers to a device that can receive and display reports, such as a computer, smart phone or tablet computer.

[0057] After the supervision system generates the approval delay report, it will pass the report to the relevant personnel so that they can understand the situation and take necessary measures. Specifically, the system first determines the recipient of the report, which can include the project leader, the head of the approval department, or other relevant personnel; then, the system selects the appropriate sending method based on the preset user preferences or system settings, such as email, SMS, or internal system messages; then, the system packages the report content and sends it out through the selected channel; finally, the system can also record the sending log and wait for receipt confirmation.

[0058] In some embodiments, the sending of approval delay reports can be achieved in a variety of ways: Optionally, the regulatory system can adopt a multi-channel push method. First, the system maintains a database of user contact information and preference settings; second, one or more sending channels are selected according to the urgency and importance of the report; then, the system adapts the report content to different channel formats; finally, the report is sent through the selected channels simultaneously or in sequence according to priority. Optionally, the regulatory system can use an intelligent push strategy. First, the system analyzes the user's historical behavior data, such as report reading time and feedback; second, based on the analysis results, the optimal push time and method are calculated for each user; then, the system sends the report at the calculated optimal time point; finally, the user's reception and reading status are recorded for further optimization of the push strategy.

[0059] The following is a supplement to the scenario of this embodiment.

[0060] With the in-depth application of the system, the municipal government has further optimized the supervision methods for the implementation of industrial projects. The system now not only focuses on the progress of individual projects, but also conducts comprehensive analysis at the regional level. For example, when planning a new smart manufacturing industrial park, the system generates a regional analysis report, including multi-dimensional information such as surrounding infrastructure, talent resources, and industrial chain supporting facilities. Based on these data, the system predicts the development trends of various projects in the industrial park and gives optimization suggestions. In addition, the system also integrates external data sources such as environmental monitoring data and economic indicators to generate dynamic scores for each project. This enables decision makers to more comprehensively evaluate project value and risks. Through these optimizations, the efficiency of industrial project management in the entire city has increased by 40%, providing strong support for the sustainable development of the city.

[0061] After combining the above scenarios, the following is a more detailed description of the process of the method provided by this implementation. Figure 2 , is another flow chart of the implementation supervision method of an industrial project in an embodiment of the present application.

[0062] S201. Determine, based on project data of the new project, an associated project corresponding to the new project.

[0063] Referring to step S101 , the supervision system will determine the associated items.

[0064] In some embodiments, the supervision system determines the project characteristics including project type, land area, construction scale, investment amount and geographical location based on the project data of the new project; determines the similarity scores between multiple historical projects and the new project based on the project characteristics; and screens out historical projects with similarity scores higher than a preset similarity threshold as associated projects.

[0065] Among them, project data refers to a comprehensive information set that describes the various characteristics of a new project. Project characteristics represent the key attributes of a project, including project type, land area, construction scale, investment amount, and geographical location. Similarity score refers to a numerical indicator that measures the degree of similarity between two projects. The preset similarity threshold represents a judgment standard pre-set by the system to screen highly similar projects.

[0066] After receiving the application for a new project or the project information submitted by the relevant departments, the system will identify the historical projects related to it for the subsequent evaluation and comparison of approval efficiency. Specifically, the system first extracts key features from the project data of the new project, including project type, land area, construction scale, investment amount and geographical location; then, the system compares these features with the projects in the historical project database in multiple dimensions and calculates the similarity score; then, the system sets a similarity threshold and filters out historical projects with scores higher than the threshold; finally, the system marks these highly similar historical projects as related projects in preparation for subsequent analysis.

[0067] In some embodiments, the determination of associated projects can be achieved in a variety of ways: Optionally, the system can use a multidimensional vector space model. First, the project features are converted into a multidimensional vector, each dimension represents a feature attribute; second, the similarity between the new project vector and the historical project vector is calculated using algorithms such as cosine similarity or Euclidean distance; then, the historical projects are sorted according to the calculation results; finally, several projects with the highest similarity are selected as associated projects. Optionally, the system can use a machine learning classification method. First, a classification model such as a support vector machine (SVM) or a random forest is trained using historical project data; second, the features of the new project are input into the trained model; then, the model outputs the project category most similar to the new project; finally, a representative project is selected from the category as an associated project. It is understandable that other methods can also be used to determine associated projects, such as semantic similarity calculation based on knowledge graphs or feature matching based on deep learning, which are not limited here.

[0068] S202. Monitor the process progress of new projects in real time and determine the approval efficiency of new projects.

[0069] Referring to step S102, the supervision system determines the approval efficiency.

[0070] S203: In response to a project query request from a user terminal, a project display map including project information of a plurality of projects is sent to the user terminal.

[0071] Among them, user terminal refers to the device used by users to access and operate the supervision system, such as computers, tablets or smart phones. Project query request refers to the instruction sent by the user through the terminal to obtain project information. Project information refers to data related to each project, including but not limited to project name, location, type, progress, etc. Project display map refers to a visual geographic information system interface used to intuitively display the distribution and basic information of multiple projects on a map.

[0072] When the supervision system receives a project query request sent by the user through the terminal, it will prepare and return a map view containing multiple project information. Specifically, the system first verifies the user's identity and authority to determine the scope of the project he can access; then, the system retrieves the project data that meets the conditions from the database; then, the system combines these project data with the geographic information system (GIS) to generate an interactive project display map; finally, the system packages the generated map data and sends it to the user's terminal device through the network.

[0073] In some embodiments, the supervision system first obtains the identity information of the user terminal, determines the user rights corresponding to the identity information, and determines multiple items corresponding to the user rights based on the user rights.

[0074] Identity information refers to data used to identify and verify user identities, such as user names, passwords, ID numbers, etc. User permissions refer to the operations that a specific user is allowed to perform and the range of resources that they are allowed to access in the system. The items corresponding to user permissions refer to the specific set of items that the system allows users to view and operate based on their permission levels.

[0075] Before a user attempts to access project information, the system will perform identity authentication and permission checks to ensure information security and access control. Specifically, the system first receives the identity information sent by the user terminal, which may include a user name, password, or other authentication credentials; then, the system verifies the authenticity and validity of this information and confirms the user's identity; then, the system queries the preset permission configuration database to determine the user's specific permission level; finally, the system selects a list of projects that the user has access to from the project database based on the user's permission level.

[0076] In some embodiments, the determination of user permissions and the screening of projects can be achieved in a variety of ways: Optionally, the system can adopt a role-based access control (RBAC) model. First, the system defines different user roles, such as ordinary users, project managers, system administrators, etc.; secondly, a corresponding set of permissions is assigned to each role; then, based on the user's identity information, it is mapped to a specific role; finally, based on the role's permission settings, the list of projects accessible to the user is screened. Optionally, the system can use a dynamic permission management mechanism. First, the system maintains a real-time updated user-permission mapping table; secondly, when the user logs in, the system queries the mapping table to obtain the latest permission configuration; then, the system dynamically generates an accessible project list based on the user's current permission status; finally, during the user session, the system continuously monitors permission changes and adjusts the scope of accessible projects. It is understandable that other methods can also be used to determine user permissions and screen projects, such as attribute-based access control (ABAC) or context-aware adaptive permission management, which are not limited here.

[0077] S204: In response to the user terminal's selection operation on the target project in the project display map, target project data and target process progress corresponding to the target project are sent to the user terminal.

[0078] The selection operation refers to the interactive behavior of the user clicking or otherwise selecting a specific project on the project display map. The target project refers to the specific project that the user currently selects and wants to view detailed information about. The target project data refers to the detailed information set related to the selected project. The target process progress is used to indicate the current approval status and completion degree of the project.

[0079] After detecting that the user has selected a specific item on the map, the supervision system will respond quickly and provide detailed information about the item. Specifically, the system first captures the user's selection operation and identifies the selected target item; then, the system retrieves comprehensive information about the item from the database, including basic attributes, related documents, historical records, etc.; then, the system queries and organizes the latest approval process progress information for the item; finally, the system organizes this data into a structured format and transmits it to the user's terminal device through the network.

[0080] S205 . In response to the process reminder operation of the user terminal on the target project, sending approval reminder information to the business personnel terminal corresponding to the current process of the target project.

[0081] Among them, the process reminder operation refers to the interactive behavior triggered by the user through the terminal interface to remind relevant personnel to pay attention to the project progress. Approval reminder information refers to the notification content generated by the system to remind business personnel to pay attention to and handle specific approval matters. The business personnel terminal refers to the device used by the staff responsible for handling the current process of the target project.

[0082] After receiving the process reminder request initiated by the user, the supervision system will notify the relevant business personnel to pay attention to the project progress. Specifically, the system first verifies whether the user who initiated the reminder has the authority to perform this operation; then, the system determines the business personnel who need to receive the reminder based on the current process status of the target project; then, the system generates an approval reminder message containing project information, current status and to-do items; finally, the system sends this reminder message to the terminal device of the corresponding business personnel through the preset communication channel.

[0083] In some embodiments, the generation and sending of approval prompt information can be achieved in a variety of ways: Optionally, the supervision system can adopt an intelligent message push strategy. First, the system analyzes the work mode and response habits of business personnel; second, based on the analysis results, select the most suitable push time and method; then, the system generates personalized prompt information content; finally, the prompt information is sent through the selected channel (such as SMS, email or App notification). Optionally, the supervision system can use a workflow integration method. First, the system integrates the approval prompt into the workflow platform used daily by business personnel; second, a new to-do task is created on the workflow platform; then, the project-related information and approval requirements are attached to the task description; finally, the task is assigned to the corresponding business personnel through the built-in notification mechanism of the workflow platform. It is understandable that other methods can also be used to achieve the generation and sending of approval prompt information, such as context-aware reminders based on artificial intelligence or cross-platform unified message push, etc., which are not limited here.

[0084] S206: When the approval efficiency is lower than a preset efficiency threshold, determine the current process of the new project and the associated processes of the associated projects corresponding to the current process.

[0085] Referring to step S103 , the supervision system will determine the current process and associated processes when the approval efficiency is low.

[0086] S207. When the approval confirmation time of the current process exceeds the historical approval time of the associated process, obtain the historical approval opinions of the associated process.

[0087] Among them, the approval confirmation time refers to the actual time required from the start to the completion of the current process. The historical approval time refers to the average approval time or standard approval time of the associated project in the corresponding process. The associated process refers to the approval link corresponding to the current process in the previously determined associated project. The historical approval opinion refers to the evaluation, suggestion or decision given by the approver in the associated process.

[0088] When the supervision system finds that the current approval time is abnormally extended, it will check historical cases to find possible reasons and solutions. Specifically, the system first compares the approval confirmation time of the current process with the historical approval time of the associated process; if a timeout is found, the system triggers the retrieval process of historical approval opinions; then, the system searches the database for the associated process records corresponding to the current process; then, the system extracts the historical approval opinions in these associated processes, including the approver, approval time, approval results, and specific opinion content; finally, the system organizes and classifies these historical approval opinions in preparation for subsequent analysis.

[0089] In some embodiments, the acquisition of historical approval opinions can be achieved in a variety of ways: Optionally, the regulatory system can use semantic retrieval technology. First, the system uses natural language processing (NLP) technology to perform semantic analysis on historical approval opinions; second, establish a semantic-based index database; then, construct semantic query conditions based on the characteristics of the current process; finally, retrieve the most relevant historical approval opinions from the index database. Optionally, the regulatory system can use case reasoning methods. First, the system represents each historical approval case as a set of feature vectors; second, calculate the similarity between the current process and the historical case; then, select several cases with the highest similarity; finally, extract the approval opinions in these cases as reference. It is understandable that other methods can also be used to obtain historical approval opinions, such as association analysis based on knowledge graphs or opinion extraction based on deep learning models, which are not limited here.

[0090] S208. Determine the delay cause analysis and suggested solutions based on the process characteristic data of the current process and historical approval opinions.

[0091] Among them, process characteristic data refers to a series of indicators that describe the characteristics of the current approval process, such as process type, departments involved, required documents, etc. Delay cause analysis refers to a systematic discussion of possible factors that cause approval delays. Recommended solutions refer to possible improvement measures or treatment methods proposed for the causes of delays.

[0092] After obtaining the current process information and relevant historical approval opinions, the supervision system will conduct in-depth analysis to find out the reasons for the delay and propose solutions. Specifically, the system first organizes the characteristic data of the current process, including key information such as process type, involved departments, and required documents; then, the system compares and analyzes the commonalities and differences between the current process characteristics and historical approval opinions; then, the system uses the preset analysis model, combined with current data and historical experience, to infer possible reasons for the delay; finally, based on the delay cause, the system refers to historical success cases and best practices to generate targeted solution suggestions.

[0093] In some embodiments, the analysis of the cause of delay and the determination of solutions can be achieved in a variety of ways: Optionally, the regulatory system can use a decision tree analysis method. First, the system builds a decision tree model based on historical data to classify different types of delay causes; secondly, the characteristic data of the current process is input into the decision tree model; then, based on the classification results of the decision tree, the most likely cause of delay is determined; finally, for each cause, appropriate suggestions are selected from the preset solution library. Optionally, the regulatory system can use an expert system method. First, the system maintains a rule library containing the knowledge and experience of approval experts; secondly, the current process characteristics and historical approval opinions are input as facts into the expert system; then, through the reasoning engine, reasoning is performed according to the rules in the rule library; finally, the delay cause analysis and solution suggestions derived from the expert system reasoning are output. It can be understood that other methods can also be used to achieve the analysis of the cause of delay and the determination of solutions, such as anomaly detection and prediction models based on machine learning or multi-criteria decision analysis, which are not limited here.

[0094] S209. Generate an approval delay report based on the delay cause analysis and suggested solutions.

[0095] Among them, the approval delay report is a formal document that details the approval delay, cause analysis and improvement suggestions, including several main parts such as basic project information, delay description, cause analysis, and solution suggestions.

[0096] After completing the delay cause analysis and proposing solutions, the supervision system will integrate this information into a structured report. Specifically, the system first determines the overall structure and content of the report based on the preset report template; then, the system fills in the background data such as the basic information of the project and the current process status into the corresponding positions of the report; then, the system organizes the delay cause analysis results and proposed solutions into the report in an appropriate form; finally, the system can also add some data visualization charts to enhance the readability of the report.

[0097] In some embodiments, the generation of the approval delay report can be achieved in a variety of ways: Optionally, the regulatory system can use natural language generation (NLG) technology. First, the system inputs structured data such as delay cause analysis and solutions into the NLG model; secondly, the NLG model generates a fluent natural language description based on a preset language template; then, the system organizes the generated text paragraphs according to the report structure; finally, add appropriate charts and formatting effects to form a complete report. Optionally, the regulatory system can use a modular report generation method. First, the system divides the report into multiple functional modules, such as overview, analysis, and suggestions; secondly, for each module, the most suitable text and chart components are selected from the preset content library; then, according to the specific circumstances of the current case, these components are parameterized and adjusted; finally, all modules are combined and the layout is optimized to generate the final approval delay report. It is understandable that other methods can also be used to achieve the generation of the approval delay report, such as machine learning-based report generation or interactive report customization system, which is not limited here.

[0098] S210: Send an approval delay report to the user terminal.

[0099] Referring to step S105, the supervision system will send an approval delay report.

[0100] S211. Obtain a project display map of the area where the new project is located.

[0101] The project display map refers to a visual geographic information system interface that is used to intuitively display the distribution and basic information of multiple projects in a specific area. The area where the new project is located represents the geographical location of the new project and its surrounding area.

[0102] When the supervision system needs to update project information, it must first obtain the basic map data of the corresponding area. Specifically, the system first determines the geographic coordinates of the new project; then, based on the preset range parameters, it determines the map area to be displayed; then, the system retrieves the map data of the area from the geographic information database, including terrain, roads, administrative divisions and other information; finally, the system loads the retrieved map data into the memory to prepare for subsequent information updates.

[0103] In some embodiments, the acquisition of project display maps can be achieved in a variety of ways: Optionally, the supervision system can adopt a dynamic map service call method. First, the system sends a map data request to an external map service provider, including the coordinate range and zoom level of the required area; secondly, the returned map data packet is received and parsed; then, the parsed data is converted into a map object format within the system; finally, the converted map object is cached locally for fast access and rendering. Optionally, the supervision system can use an offline map database method. First, the system maintains a local database containing map data for each area; secondly, according to the location information of the new project, the corresponding map slices are retrieved from the database; then, the retrieved map slices are spliced ​​into a complete regional map; finally, the spliced ​​map is subjected to necessary style adjustments and optimization processing. It is understandable that other methods can also be used to achieve the acquisition of project display maps, such as real-time rendering based on vector tiles or mixed reality (MR) map generation, etc., which are not limited here.

[0104] S212: Update the project information of the newly created project to the geographic location module corresponding to the project display map.

[0105] The project information refers to various data related to the new project, including but not limited to the project name, type, status, progress, etc. The geographic location module represents a specific area or point on the project display map corresponding to the actual location of the new project.

[0106] After obtaining the project display map, the supervision system will add or update the latest information of the newly created project to the map. Specifically, the system first locates the corresponding location on the project display map based on the geographic coordinates of the newly created project; then, the system creates or updates a geographic location module associated with the location; then, the system fills the various information of the newly created project into this geographic location module; finally, the system can also adjust the display style of the module (such as color, icon, etc.) according to the characteristics or importance of the project.

[0107] In some embodiments, the map update of project information can be achieved in a variety of ways: Optionally, the supervision system can use layer overlay technology. First, the system creates a transparent layer specifically for displaying project information; second, on this layer, marker points or polygonal areas are added according to the geographic coordinates of the project; then, the project information is associated with these geographic elements, and appropriate visualization effects are set; finally, this layer containing project information is overlaid on the base map. Optionally, the supervision system can use a dynamic marking method. First, the system creates an interactive dynamic marker object for each project; second, the project information is encapsulated into this marker object; then, according to the geographic location of the project, the marker object is placed at the corresponding position of the map; finally, the click event of the marker object is set so that the user can obtain more project details through interaction. It is understandable that other methods can also be used to achieve map updates of project information, such as 3D project model display based on WebGL or augmented reality (AR) information overlay, etc., which are not limited here.

[0108] S213. Bind a layer management component to the geographic location module corresponding to the newly created project to display data and set properties of the newly created project.

[0109] Among them, the layer management component refers to a software module used to control the display of different types of information on the map, allowing users to selectively display or hide specific data and adjust the display properties of this data.

[0110] Specifically, the system first creates a dedicated layer management component for the new project; then, it associates this component with the geographic location module corresponding to the project; then, the system sets the default parameters of the component, such as visibility, display order, data filtering conditions, etc.; finally, the system can also configure some interactive controls for this component, allowing users to dynamically adjust the way data is displayed.

[0111] In some embodiments, the binding and configuration of the layer management component can be achieved in a variety of ways: Optionally, the supervision system can adopt a modular component design method. First, the system selects a layer management component template suitable for the characteristics of the new project from the predefined component library; secondly, the component template is customized according to the specific needs of the project; then, the configured component instance is associated with the geographic location module; finally, the various functions of the component are initialized, such as data loading, style rendering, interactive response, etc. Optionally, the supervision system can use dynamic component generation technology. First, the system analyzes the data structure and display requirements of the new project; secondly, according to the analysis results, a layer management component that meets the requirements is dynamically generated; then, the generated component is injected into the rendering process of the map; finally, the data binding rules and update mechanism of the component are set to ensure the real-time display of the data. It is understandable that other methods can also be used to achieve the binding and configuration of the layer management component, such as a pluggable component system based on a micro-frontend architecture or remote component loading configured in the cloud, etc., which are not limited here.

[0112] S214. Based on the parameter setting operation of the user terminal, update the component parameters of the layer management component.

[0113] The parameter setting operation refers to the interactive behavior of users adjusting the configurations of the layer management component through the terminal interface. Component parameters include but are not limited to configuration items such as layer visibility, data filtering conditions, display style, and interaction mode.

[0114] The supervision system responds to the personalized needs of users, allowing them to adjust the display of project information according to specific circumstances. Specifically, the system first captures the parameter setting operations performed by users on the terminal; then, the system parses these operations and identifies the specific parameters and new parameter values ​​that users want to adjust; then, the system applies these new parameter values ​​to the corresponding layer management components; finally, the system can also trigger the re-rendering of the map to immediately reflect the effects of parameter changes. The process includes multiple steps such as event monitoring, parameter verification, status update, and view refresh.

[0115] In some embodiments, component parameters can be updated in a variety of ways: Optionally, the supervision system can use real-time parameter synchronization technology. First, the system establishes a real-time communication channel between the user terminal and the server, such as a WebSocket connection; second, when the user performs a parameter setting operation, the change is immediately sent to the server through the channel; then, the server receives and verifies the parameter change request and updates the component configuration in the database; finally, the server broadcasts the update results to all relevant clients to ensure parameter consistency in a multi-user environment. Optionally, the supervision system can use a local priority parameter management strategy. First, the system maintains a parameter copy of the layer management component locally on the user terminal; second, the user's parameter setting operation is directly applied to this local copy to achieve instant response; then, the system synchronizes local parameter changes to the server regularly or under specific trigger conditions; finally, the server processes and stores these changes and resolves possible conflicts when necessary. It is understandable that other methods can also be used to update component parameters, such as distributed parameter management based on blockchain or AI-assisted intelligent parameter optimization, which are not limited here.

[0116] In some embodiments, the supervision system generates regional analysis results for the area where the new project is located based on the project display map; generates a project development trend report based on the regional analysis results and the monitored process progress of the new project; and generates a project score based on the project development trend report and multi-source data from an external data system.

[0117] Among them, the regional analysis results refer to the comprehensive assessment information of the region where the new project is located, including economic development status, industrial structure, resource allocation, etc. The project development trend report represents the forecast analysis of the future development direction of the project based on historical data and current progress. The multi-source data of the external data system refers to relevant data from different channels and fields, such as economic indicators, policy information, market dynamics, etc. The project score refers to the quantitative evaluation of the overall performance of the project through comprehensive analysis of various factors.

[0118] After the system has completed the display of basic project information and progress monitoring, it will conduct a deeper analysis and evaluation to provide comprehensive decision support. Specifically, the system first collects and organizes various indicator data of the area where the new project is located based on the project display map to generate regional analysis results; then, the system combines these regional analysis results with the real-time progress information of the project, and uses the forecasting model to generate a development trend report for the project; then, the system obtains multi-dimensional supplementary data from the external data system, such as industry policies, market demand, etc.; finally, the system comprehensively considers the trend report and external data, and calculates the comprehensive score of the project through the preset scoring model.

[0119] In some embodiments, regional analysis, trend prediction and project scoring can be achieved in a variety of ways: Optionally, the system can use a geographic information system (GIS) combined with a big data analysis method. First, use GIS technology to perform spatial data analysis on the project area to generate a regional feature map; second, apply a time series analysis algorithm to predict the project development trend based on historical data and current progress; then, collect relevant information from multiple external data sources through data crawlers and API interfaces; finally, use machine learning algorithms, such as random forests or gradient boosting trees, to calculate the project score based on all factors. Optionally, the system can use an expert system combined with a fuzzy comprehensive evaluation method. First, invite industry experts to develop an indicator system for regional analysis and assign weights; second, analyze the project development trend based on an expert knowledge base and a rule engine; then, design a multi-level fuzzy evaluation indicator covering internal progress and external environmental factors; finally, calculate the comprehensive score of the project through a fuzzy mathematical model. It is understandable that other methods can also be used to achieve regional analysis, trend prediction and project scoring, such as distributed data analysis based on blockchain or a dynamic scoring system based on deep reinforcement learning, which are not limited here.

[0120] In the embodiments of the present application, due to the use of technologies such as intelligent related project matching, real-time approval efficiency monitoring, multi-dimensional data analysis, and visual geographic information display, the system can comprehensively improve the management efficiency and decision-making quality of industrial projects. By identifying similar historical projects, the system can provide more accurate approval benchmarks for new projects; through real-time monitoring and intelligent early warning, the system can discover and solve potential approval delays; by integrating multi-source data and advanced analysis technology, the system can generate in-depth project trend reports and scores. These functions effectively solve the problems of information islands, insufficient analysis capabilities, and low visualization in traditional project management systems, and realize the intelligence, refinement, and visualization of project management.

[0121] The following describes the monitoring system in the embodiment of the present invention from the perspective of hardware processing. Figure 3 , which is a schematic diagram of a physical device structure of a monitoring system in an embodiment of the present application.

[0122] It should be noted that Figure 3 The structure of the supervision system shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present invention.

[0123] like Figure 3As shown, the supervision system includes a central processing unit (CPU) 301, which can perform various appropriate actions and processes according to the program stored in the read-only memory (ROM) 302 or the program loaded from the storage part 308 to the random access memory (RAM) 303, such as executing the method described in the above embodiment. In the RAM 303, various programs and data required for system operation are also stored. The CPU 301, the ROM 302 and the RAM 303 are connected to each other through the bus 304. The input / output (I / O) interface 305 is also connected to the bus 304.

[0124] The following components are connected to the I / O interface 305: an input section 306 including an audio input device, a button switch, etc.; an output section 307 including a liquid crystal display (LCD) and an audio output device, an indicator light, etc.; a storage section 308 including a hard disk, etc.; and a communication section 309 including a network interface card such as a LAN (Local Area Network) card, a modem, etc. The communication section 309 performs communication processing via a network such as the Internet. A drive 310 is also connected to the I / O interface 305 as needed. A removable medium 311, such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, etc., is installed on the drive 310 as needed so that a computer program read therefrom is installed into the storage section 308 as needed.

[0125] In particular, according to an embodiment of the present invention, the process described above with reference to the flowchart can be implemented as a computer software program. For example, an embodiment of the present invention includes a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program includes a computer program for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from a network through the communication part 309, and / or installed from a removable medium 311. When the computer program is executed by the central processing unit (CPU) 301, various functions defined in the present invention are performed.

[0126] It will be noted that specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more conductors, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM), a flash memory, an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination thereof. In the present invention, a computer-readable storage medium may be any tangible medium containing or storing a program that may be used by or in conjunction with an instruction execution system, apparatus, or device.

[0127] The flowcharts and block diagrams in the accompanying drawings illustrate the possible architecture, functions and operations of the systems, methods and computer program products according to various embodiments of the present invention. Each box in the flowchart or block diagram may represent a module, a program segment, or a part of a code, and the above-mentioned module, program segment, or a part of a code contains one or more executable instructions for implementing the specified logical functions. It should also be noted that in some alternative implementations, the functions marked in the box may also occur in an order different from that marked in the accompanying drawings.

[0128] Specifically, the supervision system of this embodiment includes a processor and a memory. The memory stores a computer program. When the computer program is executed by the processor, the implementation supervision method of the industrial project provided in the above embodiment is implemented.

[0129] As another aspect, the present invention further provides a computer-readable storage medium, which may be included in the supervision system described in the above embodiment; or may exist independently without being assembled into the supervision system. The above storage medium carries one or more computer programs, and when the above one or more computer programs are executed by a processor of the supervision system, the supervision system implements the implementation supervision method of the industrial project provided in the above embodiment.

[0130] As described above, the above embodiments are only used to illustrate the technical solutions of the present application, rather than to limit it. Although the present application has been described with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not cause the essence of the corresponding technical solutions to deviate from the scope of the technical solutions of the embodiments of the present application.

[0131] As used in the above embodiments, the term "when..." may be interpreted to mean "if..." or "after..." or "in response to determining..." or "in response to detecting...", depending on the context. Similarly, the phrases "upon determining..." or "if (the stated condition or event) is detected" may be interpreted to mean "if determining..." or "in response to determining..." or "upon detecting (the stated condition or event)" or "in response to detecting (the stated condition or event)", depending on the context.

[0132] Those skilled in the art can understand that to implement all or part of the processes in the above-mentioned embodiments, the processes can be completed by computer programs to instruct related hardware, and the programs can be stored in computer-readable storage media. When the programs are executed, they can include the processes of the above-mentioned method embodiments. The aforementioned storage media include: ROM or random access memory RAM, magnetic disk or optical disk and other media that can store program codes.

Claims

1. A method for supervising the implementation of an industrial project, characterized in that: Applied to a regulatory system, the method comprises: Determine, based on the project data of the newly created project, an associated project corresponding to the newly created project; Monitor the process progress of the new project in real time and determine the approval efficiency of the new project; When the approval efficiency is lower than a preset efficiency threshold, determining a current process of the new project and an associated process of the associated project corresponding to the current process; When the approval confirmation time of the current process exceeds the historical approval time of the associated process, generating an approval delay report; The approval delay report is sent to a user terminal.

2. The method according to claim 1, characterized in that The determining, according to the project data of the newly created project, the associated project corresponding to the newly created project specifically includes: Based on the project data of the new project, determine the project characteristics including project type, land area, construction scale, investment amount and geographical location; Determining similarity scores between a plurality of historical projects and the newly created project based on the project characteristics; The historical items whose similarity scores are higher than a preset similarity threshold are screened out as associated items.

3. The method according to claim 1, characterized in that When the approval confirmation time of the current process exceeds the historical approval time of the associated process, an approval delay report is generated, specifically including: When the approval confirmation time of the current process exceeds the historical approval time of the associated process, obtaining the historical approval opinion of the associated process; Determine the delay cause analysis and suggested solutions based on the process characteristic data of the current process and the historical approval opinions; Generate an approval delay report based on the delay cause analysis and the suggested solutions.

4. The method according to claim 1, characterized in that: After the step of monitoring the process progress of the new project in real time and determining the approval efficiency of the new project, the method further includes: In response to a project query request from a user terminal, sending a project display map including project information of a plurality of projects to the user terminal; In response to a selection operation of a target project by the user terminal in the project display map, sending target project data and target process progress corresponding to the target project to the user terminal; In response to the process reminder operation of the user terminal on the target project, approval prompt information is sent to the business personnel terminal corresponding to the current process of the target project.

5. The method according to claim 4, characterized in that Before the step of sending a project display map including project information of a plurality of projects to the user terminal in response to the project query request of the user terminal, the method further includes: Obtaining identity information of a user terminal and determining user rights corresponding to the identity information; According to the user authority, a plurality of items corresponding to the user authority are determined.

6. The method according to claim 1, characterized in that After the step of sending the approval delay report to the user terminal, the method further includes: Obtain a project display map of the area where the new project is located; Updating the project information of the newly created project to the geographical location module corresponding to the project display map; Binding a layer management component to the geographic location module corresponding to the newly created project to display data and set properties of the newly created project; Based on the parameter setting operation of the user terminal, component parameters of the layer management component are updated.

7. The method according to claim 6, characterized in that After the step of updating the component parameters of the layer management component based on the parameter setting operation of the user terminal, the method further includes: Based on the project display map, generate a regional analysis result of the area where the new project is located; Generate a project development trend report based on the regional analysis results and the monitored process progress of the new project; Generate project scores based on the project development trend report and multi-source data from external data systems.

8. A supervision system, characterized in that: The supervision system includes: one or more processors and a memory; the memory is coupled to the one or more processors, the memory is used to store computer program code, the computer program code includes computer instructions, and the one or more processors call the computer instructions to enable the supervision system to execute the method described in any one of claims 1-7.

9. A computer-readable storage medium comprising instructions, characterized in that: When the instruction is executed on the supervisory system, the supervisory system is caused to execute the method according to any one of claims 1 to 7.

10. A computer program product, characterized in that When the computer program product is run on a supervision system, the supervision system is caused to execute the method according to any one of claims 1 to 7.

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