Power distribution network project management method, device, equipment and storage medium

Abstract

The invention relates to a power distribution network project management method, device and equipment and a storage medium, and belongs to the technical field of project management, and the method comprises the steps: obtaining a plurality of project planning schemes corresponding to a power grid planning task; determining a target project planning scheme based on the plurality of project planning schemes and a preset project evaluation method; generating a review template of the target project planning scheme based on the project category of the target project planning scheme; allocating at least one review person to the target project planning scheme based on the review template, so that each review person reviews the target project investment scheme; and if the target project planning scheme passes review, storing the target project scheme and a review suggestion of the target project scheme in a project database, so that a manager implements a corresponding target project according to the target project planning scheme and the review suggestion. The method has the effect of improving the overall management efficiency and the working efficiency of the power distribution network project.

Description

Technical Field

[0001] The present invention relates to the technical field of project management, and in particular to a distribution network project management method, device, equipment and storage medium. Background Art

[0002] In the power system, the distribution network is a key link in the distribution of electric energy. Its stability, safety and efficiency directly affect the quality of power supply and the user's power experience. With the acceleration of urbanization, the continuous growth of power demand and the rapid development of smart grid technology, distribution network project management faces unprecedented challenges and opportunities.

[0003] In the existing distribution network project management method, during the project planning stage, the screening and evaluation of multiple project planning schemes often rely on the subjective judgment and experience accumulation of managers, lacking scientific and systematic comparison methods and quantitative evaluation standards, resulting in an objective decision-making process. After the project planning scheme is determined, the review process lacks standardized review templates and clear review standards, making the review process susceptible to human factors and difficult to ensure fairness and consistency of the review results. This leads to low overall management efficiency, delayed information transmission and low work efficiency. Summary of the invention

[0004] The technical problem to be solved by the present invention is to provide a distribution network project management method, device, equipment and storage medium, aiming to solve at least one of the above technical problems.

[0005] The technical solution of the present invention to solve the above technical problems is as follows:

[0006] In the first aspect, the present application provides a distribution network project management method, which adopts the following technical solution:

[0007] A distribution network project management method, comprising:

[0008] Acquire multiple project planning schemes corresponding to the power grid planning task, each of the project planning schemes including a project category;

[0009] Determine a target project planning scheme based on the plurality of project planning schemes and a preset project evaluation method;

[0010] Based on the project category of the target project planning scheme, generating a review template for the target project planning scheme;

[0011] Allocating at least one reviewer to the target project planning scheme based on the review template, so that each reviewer reviews the target project planning scheme;

[0012] If the target project planning scheme passes the review, the target project planning scheme and the review suggestions for the target project planning scheme are stored in the project database, so that management personnel can implement the corresponding target project according to the target project planning scheme and the review suggestions.

[0013] The beneficial effects of the present invention are as follows: the distribution network project management method can systematically handle power grid planning tasks, select the optimal target project planning scheme from multiple project planning schemes, and generate corresponding review templates based on the project categories of the schemes. By rationally allocating reviewers, the professionalism and efficiency of the review process are ensured. Finally, the target project planning schemes and their review recommendations that have passed the review are stored in the project database, which is convenient for managers to implement projects based on the review results, thereby improving the management and execution efficiency of the project.

[0014] Based on the above technical solution, the present invention can also be improved as follows.

[0015] Further, the target project planning scheme is determined based on the plurality of project planning schemes and the preset project evaluation method, including:

[0016] Performing a safety assessment on each of the project planning schemes based on a preset safety indicator system to obtain a safety assessment result for each of the project planning schemes;

[0017] Performing economic evaluation on each of the project planning schemes based on a preset economic indicator system to obtain an economic evaluation result for each of the project planning schemes;

[0018] Conducting policy adaptability assessment on each economic assessment result based on preset policy changes to obtain a policy adaptability assessment result for each project planning scheme;

[0019] Perform risk assessment on each economic assessment result based on the preset market fluctuations to obtain the market risk assessment result of each project planning scheme;

[0020] Conduct environmental impact assessment on each of the project planning schemes based on a preset environmental indicator system to obtain an environmental assessment result for each of the project planning schemes;

[0021] Performing a technical evaluation on each of the project planning schemes based on a preset technical indicator system to obtain a technical evaluation result for each of the project planning schemes;

[0022] Calculate the evaluation value of each of the project planning schemes based on a preset priority weight algorithm, each safety assessment result, each economic assessment result, each policy adaptability assessment result, each market risk assessment result, each environmental assessment result and each technical assessment result;

[0023] Based on the evaluation value of each of the project planning schemes, a target project planning scheme is determined.

[0024] The beneficial effect of adopting the above further scheme is that this method can comprehensively evaluate the safety, economy, policy adaptability, market risk, environmental impact and technical feasibility of project planning schemes, calculate the evaluation value of each project planning scheme by comprehensively analyzing the various evaluation results, and finally determine the optimal target project planning scheme, thereby improving the scientificity and rationality of project planning.

[0025] Further, the step of generating a review template for the target project planning scheme based on the project category of the target project planning scheme includes:

[0026] Acquire a plurality of historical project planning schemes corresponding to the project category of the target project planning scheme;

[0027] Compare the target planning scheme with each historical project planning scheme respectively, obtain the similarity between the target planning scheme and each historical project planning scheme respectively, and take the historical project planning scheme with the greatest similarity and a similarity greater than a preset similarity threshold as the reference project planning scheme;

[0028] Based on the historical review template of the reference project planning scheme, determine the initial review template of the target project planning scheme, the initial review template including the review process, review level, review department of each process node, number of reviewers of each process node, review form of each process node, review duration of each process node and information transmission method of each process node;

[0029] Sending the initial review template to the template reviewer so that the template reviewer reviews the initial review template;

[0030] After obtaining the review approval information sent by the template reviewer, the initial review template is used as the review template for the target project planning scheme.

[0031] The beneficial effect of adopting the above further scheme is: by obtaining the historical project planning scheme corresponding to the project category and comparing it with the target planning scheme, the reference project planning scheme with the highest similarity is found. It ensures that the review template can closely fit the actual situation and needs of the target project, and improves the pertinence and applicability of the review template. By determining the initial review template of the target project planning scheme based on the historical review template of the reference project planning scheme, including elements such as the review process, review level, review department, number of reviewers, review form, review time and information transmission method. The standardization and consistency of the review process are ensured. The initial review template is sent to the template reviewer for review, and after the review is passed, it is used as the review template for the target project planning scheme, thereby ensuring the accuracy and applicability of the review template and improving the review efficiency.

[0032] Further, the determining of the initial review template of the target project planning scheme based on the historical review template of the reference project planning scheme includes:

[0033] Obtain the complexity and urgency of the target project planning scheme;

[0034] Determine the review level of the target project planning scheme based on the complexity and urgency of the target project planning scheme;

[0035] If the review level is the same as the review level of the historical review template, the historical review template of the reference project planning scheme is used as the initial review template of the target project planning scheme;

[0036] If the review level is different from the review level of the historical review template, the historical review template of the reference project planning scheme is modified based on the review level, and the modified historical review template is used as the initial review template of the target project planning scheme.

[0037] The beneficial effect of adopting the above further scheme is that by considering the complexity and urgency of the project planning scheme, the review level and review template can be determined more flexibly. This helps to meet the special needs of different projects in the review process and improve the adaptability and flexibility of the review template. According to the review level of the project planning scheme, the resource allocation such as the review department, the number of reviewers and the review duration can be reasonably adjusted. For projects with high complexity or high urgency, more review resources and time can be allocated to ensure that the review work can be fully carried out and completed on time. By constantly adjusting the review level and review template according to the complexity and urgency of the project planning scheme, rich review experience and template library can be accumulated. This will help future projects better learn from historical experience in the review process and improve the quality and efficiency of the review work.

[0038] Further, the assigning at least one reviewer to the target project planning scheme based on the review template includes:

[0039] For any of the process nodes, obtaining the personnel to be reviewed in the review department of the process node;

[0040] For any of the process nodes, screening each person to be reviewed based on the label of each person to be reviewed to obtain multiple first persons to be reviewed;

[0041] For any of the process nodes, each first candidate to be reviewed is screened based on the project category of the target project planning scheme to obtain a plurality of second candidates to be reviewed;

[0042] For any of the process nodes, sorting the second personnel to be reviewed based on their workloads to obtain a first sorting result;

[0043] For any of the process nodes, sorting the second persons to be reviewed based on the urgency of all the planned projects to be reviewed corresponding to each second person to be reviewed, to obtain a second sorting result;

[0044] For any of the process nodes, at least one reviewer of the target project planning solution is determined based on the first sorting result, the second sorting result and the number of reviewers of the process node.

[0045] The beneficial effects of adopting the above further scheme are: by screening based on the labels of the personnel to be reviewed, it can be ensured that the reviewers of each process node can review in time, and by screening the first personnel to be reviewed based on the project category, it can be ensured that the reviewers of each process node have relevant professional knowledge and skills, thereby improving the accuracy and professionalism of the review. Then, the second personnel to be reviewed are sorted according to their workload to obtain the first sorting result; then, the second personnel to be reviewed are sorted according to the urgency of the corresponding planning projects to be reviewed, and the second sorting result is obtained; finally, the reviewers of the target project planning scheme are accurately determined by combining the first sorting result, the second sorting result and the number of reviewers at the process node, thereby improving the efficiency and rationality of the allocation of reviewers.

[0046] Further, after allocating at least one reviewer to the target project planning scheme based on the review template, the method further includes:

[0047] Obtaining the current review node of the target project planning scheme;

[0048] Determine whether the processing time of the current review node exceeds the review time corresponding to the current review node;

[0049] If the processing time of the current review node exceeds the review time, the review superior-subordinate relationship of the reviewers with review operation authority for the current review node is obtained, and the review superior-subordinate relationship represents the hierarchical structure and authority relationship between different reviewers;

[0050] Based on the review superior-subordinate relationship, at least one superior reviewer of the current reviewer is determined, and prompt information is sent to the terminals of the current reviewer and each superior reviewer.

[0051] The beneficial effect of adopting the above further scheme is that by obtaining the current review node and its processing time of the target project planning scheme and comparing it with the preset review time, the progress of the review process can be monitored in real time. Once it is found that the processing time of the current review node exceeds the review time, take immediate action to ensure that the review process will not be delayed as a whole due to the delay of a certain node. Introducing the review superior-subordinate relationship in the review process provides a more flexible response mechanism for handling abnormal situations such as timeouts. This hierarchical structure and authority relationship enables the superior reviewer with corresponding authority to intervene quickly when necessary.

[0052] Further, after determining the target project planning scheme based on the plurality of project planning schemes and the preset project evaluation method, the method further includes:

[0053] Storing the target planning scheme in a project planning library;

[0054] If the target project planning scheme fails the review, the method includes:

[0055] Based on a preset sensitivity analysis algorithm and the review suggestions of the target project planning scheme, identify the factors affecting the target project planning scheme and the sensitivity of the factors, and obtain sensitivity analysis results;

[0056] Inputting the target project planning scheme and the sensitivity analysis results into a preset project planning model to generate a project planning suggestion, wherein the project planning model is trained based on historical project planning schemes and the sensitivity analysis results corresponding to the historical project planning schemes;

[0057] Based on the project planning suggestion and the target project planning scheme, a new target project planning scheme is generated, and the new target project planning scheme is stored in the planning project library, and the new target project planning scheme is reviewed until it is reviewed and passed.

[0058] The beneficial effects of adopting the above further scheme are:

[0059] When the target project planning scheme fails the review, the key factors affecting the scheme and their sensitivity can be quickly identified by performing sensitivity analysis on the review suggestions. This helps the project team to accurately implement policies in subsequent scheme adjustments, reduce blindness, and improve the efficiency of scheme optimization. By storing historical project planning schemes and their corresponding sensitivity analysis results, and gradually training the project planning model, a reference is provided for project planning, which improves the efficiency of modifying the target project planning scheme and the efficiency of review.

[0060] In a second aspect, the present application provides a distribution network project management device, which adopts the following technical solution:

[0061] A distribution network project management device, comprising:

[0062] An acquisition module, used to acquire multiple project planning schemes corresponding to the power grid planning task, each of which includes a project category;

[0063] A determination module, used to determine a target project planning scheme based on a plurality of said project planning schemes and a preset project evaluation method;

[0064] A generating module, used for generating a review template of the target project planning scheme based on the project category of the target project planning scheme;

[0065] An allocation module, configured to allocate at least one reviewer to the target project planning scheme based on the review template, so that each reviewer reviews the target project planning scheme;

[0066] The storage module is used to store the target project planning scheme and the review suggestions of the target project planning scheme in the project database if the target project planning scheme is reviewed and approved, so that the management personnel can implement the corresponding target project according to the target project planning scheme and the review suggestions.

[0067] In a third aspect, the present application provides an electronic device, which adopts the following technical solution:

[0068] An electronic device comprises a memory and a processor, wherein the memory stores a computer program that can be loaded by the processor and executes the distribution network project management method described in any one of the first aspects.

[0069] In a fourth aspect, the present application provides a computer-readable storage medium, which adopts the following technical solution:

[0070] A computer-readable storage medium stores a computer program that can be loaded by a processor and execute the distribution network project management method described in any one of the first aspects.

[0071] Additional aspects and advantages of the present application will be partially given in the following description, which will become apparent from the following description, or will be understood through the practice of the present application. BRIEF DESCRIPTION OF THE DRAWINGS

[0072] Figure 1 A schematic diagram of a flow chart of a distribution network project management method provided by an embodiment of the present invention;

[0073] Figure 2 A module block diagram of a distribution network project management device provided by one embodiment of the present invention;

[0074] Figure 3 A structural block diagram of an electronic device provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0075] In order to make the purpose, technical solution and advantages of the embodiments of the present application clearer, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.

[0076] An embodiment of the present application provides a distribution network project management method, which can be executed by an electronic device, which can be a server or a mobile terminal device, wherein the server can be an independent physical server, a server cluster or a distributed system composed of multiple physical servers, or a cloud server that provides cloud computing services; the mobile terminal device can be a laptop computer, a desktop computer, etc., but is not limited to this.

[0077] Figure 1 The figure is a flow chart of a distribution network project management method provided by the present invention. Figure 1 As shown, a distribution network project management method includes steps S101 to S105:

[0078] Step S101, obtaining multiple project planning schemes corresponding to the power grid planning task, each of the project planning schemes including a project category;

[0079] In the embodiment of the present application, multiple project planning schemes are generated by the distribution network problem library, and the electronic device obtains multiple project planning schemes corresponding to the power grid planning task in the distribution network problem library, and these project planning schemes propose different solutions for similar problems or needs. The project planning scheme includes but is not limited to project category, project overview, construction content, technical solution, equipment selection, investment estimation and economic benefit analysis.

[0080] Step S102, determining a target project planning scheme based on the plurality of project planning schemes and a preset project evaluation method;

[0081] In the embodiment of the present application, step S102 includes the following sub-steps:

[0082] Performing a safety assessment on each of the project planning schemes based on a preset safety indicator system to obtain a safety assessment result for each of the project planning schemes;

[0083] Performing economic evaluation on each of the project planning schemes based on a preset economic indicator system to obtain an economic evaluation result for each of the project planning schemes;

[0084] Conducting policy adaptability assessment on each economic assessment result based on preset policy changes to obtain a policy adaptability assessment result for each project planning scheme;

[0085] Perform risk assessment on each economic assessment result based on the preset market fluctuations to obtain the market risk assessment result of each project planning scheme;

[0086] Conduct environmental impact assessment on each of the project planning schemes based on a preset environmental indicator system to obtain an environmental assessment result for each of the project planning schemes;

[0087] Performing a technical evaluation on each of the project planning schemes based on a preset technical indicator system to obtain a technical evaluation result for each of the project planning schemes;

[0088] Calculate the evaluation value of each of the project planning schemes based on a preset priority weight algorithm, each safety assessment result, each economic assessment result, each policy adaptability assessment result, each market risk assessment result, each environmental assessment result and each technical assessment result;

[0089] Based on the evaluation value of each of the project planning schemes, a target project planning scheme is determined.

[0090] In the embodiment of the present application, the safety index system includes indicators of equipment safety, network security, physical safety, etc., the economic index system includes indicators of investment cost, operating cost, expected return, payback period, etc., the environmental index system includes indicators of energy consumption, pollutant emission, ecological impact, etc., and the technical index system includes indicators of technology maturity, reliability, etc. Policy changes and market fluctuations are set or maintained by experts.

[0091] First, the safety measures in each project planning scheme are compared with the safety index system one by one to obtain the safety score of each project planning scheme. Then, each project planning scheme is economically evaluated according to the economic index system through financial analysis tools to obtain the economic score of each project planning scheme. Then, according to the analysis of future policy orientations, such as energy policies, the impact on the cost of each project planning scheme, such as whether it meets policy requirements and the size of policy risks, the policy adaptability score of each project planning scheme is obtained. Then, the impact of market factors such as electricity market demand and price fluctuations on the cost of each project planning scheme is analyzed by sensitivity analysis or scenario analysis, and the market risk assessment score of each project planning scheme is obtained. Then, the environmental impact of each project planning scheme is comprehensively evaluated by life cycle assessment or environmental impact assessment, and the environmental assessment score is obtained. Then, each project planning scheme is evaluated by technical comparative analysis methods and technical index systems to obtain technical evaluation scores.

[0092] Finally, the evaluation results of each dimension are weighted and summed according to the preset weights to obtain the evaluation value of each project planning scheme. According to the evaluation value, the project planning scheme with the highest evaluation value is selected as the target project planning scheme. Decisions can also be made based on particle swarm optimization algorithms, hierarchical analysis methods, etc. to obtain the evaluation value of each project planning scheme, but it is not limited to this.

[0093] By comprehensively evaluating the safety, economy, policy adaptability, market risk, environmental impact and technical feasibility of project planning schemes, the evaluation value of each project planning scheme is calculated by integrating the various evaluation results, and finally the optimal target project planning scheme is determined, thereby improving the scientificity and rationality of project planning.

[0094] After determining a target project planning scheme based on the plurality of project planning schemes and the preset project comparison method, the target planning scheme is stored in a project planning library, so that management personnel can search and view it in the project planning library.

[0095] Step S103, generating a review template for the target project planning scheme based on the project category of the target project planning scheme;

[0096] In the embodiment of the present application, multiple review templates are provided corresponding to different project categories.

[0097] In the embodiment of the present application, the step of generating a review template for the target project planning scheme based on the project category of the target project planning scheme includes (steps S1031 to S1035):

[0098] Step S1031, obtaining a plurality of historical project planning schemes corresponding to the project category of the target project planning scheme;

[0099] In an embodiment of the present application, a plurality of project planning libraries are provided according to project categories, for storing project planning schemes of different project categories.

[0100] Step S1032, comparing the target planning scheme with each historical project planning scheme, respectively, obtaining the similarity between the target planning scheme and each historical project planning scheme, and taking the historical project planning scheme with the greatest similarity and a similarity greater than a preset similarity threshold as the reference project planning scheme;

[0101] In an embodiment of the present application, keywords of the target project planning scheme at a set position are identified to obtain multiple first keyword information of the target project planning scheme; keywords of each historical project planning scheme at a set position are identified to obtain second keyword information of each project planning scheme.

[0102] The text similarity algorithm is used to compare the first keyword information and each second keyword information respectively to obtain the similarity between the first keyword information and each second keyword information, and the scheme with the highest similarity and a similarity higher than a preset similarity threshold is used as a reference project planning scheme.

[0103] Step S1033, based on the historical review template of the reference project planning scheme, determine the initial review template of the target project planning scheme, the initial review template including the review process, review level, review department of each process node, number of reviewers of each process node, review form of each process node, review duration of each process node and information transmission method of each process node;

[0104] In the embodiment of the present application, for example, the review template of the reference project planning scheme includes three review stages, namely: demand analysis, design review and acceptance review, and each stage has a corresponding review department and review form. According to the specific needs of the target project planning scheme, the review template of the reference project planning scheme is fine-tuned or supplemented as necessary, and finally an initial review template is obtained.

[0105] In the embodiment of the present application, specifically, determining the initial review template of the target project planning scheme based on the historical review template of the reference project planning scheme includes:

[0106] Obtain the complexity and urgency of the target project planning scheme;

[0107] Determine the review level of the target project planning scheme based on the complexity and urgency of the target project planning scheme;

[0108] If the review level is the same as the review level of the historical review template, the historical review template of the reference project planning scheme is used as the initial review template of the target project planning scheme;

[0109] If the review level is different from the review level of the historical review template, the historical review template of the reference project planning scheme is modified based on the review level, and the modified historical review template is used as the initial review template of the target project planning scheme.

[0110] In the embodiment of the present application, different review levels are pre-set according to the company's project management regulations or industry standards, and each level corresponds to different resource investment adjustment and review time adjustment methods. The complexity and urgency of the target project planning scheme are input by the responsible personnel according to the project requirements.

[0111] Compare the review level of the target project planning scheme with the review level of the historical review template of the reference project planning scheme. If the review level of the target project planning scheme is the same as the review level of the historical review template of the reference project planning scheme, then directly use the historical review template as the initial review template of the target project planning scheme. If the review levels are different, the historical review template needs to be modified according to the review level of the target project planning scheme. The modifications include: adjusting the departments and number of people involved in the review according to the review level, adjusting the review duration according to the review level, etc.

[0112] Step S1034, sending the initial review template to the template reviewer, so that the template reviewer reviews the initial review template;

[0113] Step S1035, after obtaining the review pass information sent by the template reviewer, the initial review template is used as the review template for the target project planning scheme.

[0114] In the embodiment of the present application, the initial review template is sent to the designated template reviewer through the system or email, and the reviewer will check whether the template is complete and reasonable and whether it meets the review standards of the company or industry. Once the review is passed, the initial review template is determined as the review template of the target project planning scheme and used for subsequent project review work.

[0115] Step S104, assigning at least one reviewer to the target project planning scheme based on the review template, so that each reviewer reviews the target project planning scheme;

[0116] In the embodiment of the present application, specifically, step S104 includes:

[0117] Step S1041, for any of the process nodes, obtaining the personnel to be reviewed in the review department of the process node;

[0118] Step S1042, for any of the process nodes, screening each person to be reviewed based on the label of each person to be reviewed to obtain multiple first persons to be reviewed;

[0119] Step S1043, for any of the process nodes, screening each first person to be reviewed based on the project category of the target project planning scheme to obtain a plurality of second persons to be reviewed;

[0120] Step S1044, for any of the process nodes, sorting the second personnel to be reviewed based on their workloads to obtain a first sorting result;

[0121] Step S1045, for any of the process nodes, sorting the second persons to be reviewed based on the urgency of all the planning projects to be reviewed corresponding to each second person to be reviewed, to obtain a second sorting result;

[0122] Step S1046: For any of the process nodes, based on the first sorting result, the second sorting result and the number of reviewers of the process node, determine at least one reviewer of the target project planning solution.

[0123] In the embodiment of the present application, the labels of the personnel to be reviewed include but are not limited to leave labels, out-of-office labels, vacation labels, etc. The reviewers of each review department are classified in advance according to the project category.

[0124] In an embodiment of the present application, by screening based on the labels of the persons to be reviewed, it can be ensured that the reviewers at each process node can conduct timely reviews, and by screening the first persons to be reviewed based on the project category, it can be ensured that the reviewers at each process node have relevant professional knowledge and skills, thereby improving the accuracy and professionalism of the review.

[0125] In order to balance the workload of the reviewers, the workload of the second reviewers will be evaluated and ranked according to the workload. Reviewers with lighter workloads will be ranked first, which can ensure that they have enough time and energy to review the target project planning plan.

[0126] Then, the second ranking result is obtained by sorting the urgency of all the planning projects to be reviewed corresponding to each second reviewer. Finally, the reviewers of the target project planning scheme are accurately determined by combining the first ranking result, the second ranking result and the number of reviewers at the process node, thereby improving the efficiency and rationality of the reviewer allocation.

[0127] Furthermore, after allocating at least one reviewer to the target project planning scheme based on the review template, the method further includes:

[0128] Obtaining the current review node of the target project planning scheme;

[0129] Determine whether the processing time of the current review node exceeds the review time corresponding to the current review node;

[0130] If the processing time of the current review node exceeds the review time, the review superior-subordinate relationship of the reviewers with review operation authority for the current review node is obtained, and the review superior-subordinate relationship represents the hierarchical structure and authority relationship between different reviewers;

[0131] Based on the review superior-subordinate relationship, at least one superior reviewer of the current reviewer is determined, and prompt information is sent to the terminals of the current reviewer and each superior reviewer.

[0132] By obtaining the current review node and processing time of the target project planning scheme and comparing it with the preset review time, the progress of the review process can be monitored in real time. By sending prompt messages to the terminals of the current reviewer and each superior reviewer, the reviewer is reminded to handle the work, thereby improving the efficiency of project processing.

[0133] Step S105, if the target project planning scheme passes the review, the target project planning scheme and the review suggestions of the target project planning scheme are stored in the project database, so that the management personnel can implement the corresponding target project according to the target project planning scheme and the review suggestions.

[0134] If the target project planning scheme fails the review, then based on the preset sensitivity analysis algorithm and the review suggestions of the target project planning scheme, the factors affecting the target project planning scheme and the sensitivity of the factors are identified to obtain sensitivity analysis results, wherein the sensitivity represents the degree of influence of the factors of the target project planning scheme on the failure of the project review. Factors with high sensitivity mean that a small change in them may lead to changes in project goals or performance indicators. The sensitivity analysis results are the results obtained after quantitative analysis of various factors in the project planning scheme;

[0135] Inputting the target project planning scheme and the sensitivity analysis results into a preset project planning model to generate a project planning suggestion, wherein the project planning model is trained based on historical project planning schemes and the sensitivity analysis results corresponding to the historical project planning schemes;

[0136] Based on the project planning proposal and the target project planning scheme, a new target project planning scheme is generated, the target project planning scheme that has not passed the review is removed from the planning project library, and the new target project planning scheme is stored in the planning project library, and the new target project planning scheme is reviewed until it passes the review.

[0137] In the embodiment of the present application, if the target project planning scheme fails the review, a sensitivity analysis is performed on the review suggestions to identify the key factors affecting the approval of the target project planning scheme and their corresponding sensitivities. Afterwards, the target project planning scheme and the sensitivity analysis results are input into the preset project planning model to automatically generate improved project planning suggestions, thereby improving the efficiency of modifying the target project planning scheme.

[0138] This method systematically processes power grid planning tasks, selects the best target project planning scheme from multiple project planning schemes, and generates corresponding review templates based on the project categories of the schemes. By reasonably allocating reviewers, the professionalism and efficiency of the review process are ensured. Finally, the approved target project planning schemes and their review recommendations are stored in the project database, which facilitates managers to implement projects based on the review results and improves the management and execution efficiency of the project.

[0139] Figure 2 This is a structural block diagram of a distribution network project management device 200 provided by the present invention.

[0140] like Figure 2 As shown, a distribution network project management device 200 includes:

[0141] An acquisition module 201 is used to acquire multiple project planning schemes corresponding to a power grid planning task, each of which includes a project category;

[0142] A determination module 202 is used for determining a target project planning scheme based on a plurality of said project planning schemes and a preset project evaluation method;

[0143] A generating module 203, for generating a review template of the target project planning scheme based on the project category of the target project planning scheme;

[0144] An allocation module 204 is used to allocate at least one reviewer to the target project planning scheme based on the review template, so that each reviewer reviews the target project investment scheme;

[0145] The storage module 205 is used to store the target project planning scheme and the review suggestions of the target project planning scheme in the project database if the target project planning scheme is reviewed and approved, so that the management personnel can implement the corresponding target project according to the target project planning scheme and the review suggestions.

[0146] Optionally, the determination module 202 is specifically configured to:

[0147] Performing a safety assessment on each of the project planning schemes based on a preset safety indicator system to obtain a safety assessment result for each of the project planning schemes;

[0148] Performing economic evaluation on each of the project planning schemes based on a preset economic indicator system to obtain an economic evaluation result for each of the project planning schemes;

[0149] Conducting policy adaptability assessment on each economic assessment result based on preset policy changes to obtain a policy adaptability assessment result for each project planning scheme;

[0150] Perform risk assessment on each economic assessment result based on the preset market fluctuations to obtain the market risk assessment result of each project planning scheme;

[0151] Conduct environmental impact assessment on each of the project planning schemes based on a preset environmental indicator system to obtain an environmental assessment result for each of the project planning schemes;

[0152] Performing a technical evaluation on each of the project planning schemes based on a preset technical indicator system to obtain a technical evaluation result for each of the project planning schemes;

[0153] Calculate the evaluation value of each of the project planning schemes based on a preset priority weight algorithm, each safety assessment result, each economic assessment result, each policy adaptability assessment result, each market risk assessment result, each environmental assessment result and each technical assessment result;

[0154] Based on the evaluation value of each of the project planning schemes, a target project planning scheme is determined.

[0155] Optionally, the generating module 203 includes:

[0156] An acquisition submodule, used to acquire a plurality of historical project planning schemes corresponding to the project category of the target project planning scheme;

[0157] A comparison submodule is used to compare the target planning scheme with each historical project planning scheme, respectively, to obtain the similarity between the target planning scheme and each historical project planning scheme, and to use the historical project planning scheme with the greatest similarity and a similarity greater than a preset similarity threshold as a reference project planning scheme;

[0158] A determination submodule is used to determine an initial review template of the target project planning scheme based on the historical review template of the reference project planning scheme, wherein the initial review template includes a review process, a review level, a review department at each process node, the number of reviewers at each process node, a review form at each process node, a review duration at each process node, and an information transmission method at each process node;

[0159] A sending submodule, used for sending the initial review template to the template reviewer, so that the template reviewer reviews the initial review template;

[0160] As a submodule, it is used to use the initial review template as the review template of the target project planning scheme after obtaining the review approval information sent by the template reviewer.

[0161] Optionally, determine the submodules used to:

[0162] Obtain the complexity and urgency of the target project planning scheme;

[0163] Determine the review level of the target project planning scheme based on the complexity and urgency of the target project planning scheme;

[0164] If the review level is the same as the review level of the historical review template, the historical review template of the reference project planning scheme is used as the initial review template of the target project planning scheme;

[0165] If the review level is different from the review level of the historical review template, the historical review template of the reference project planning scheme is modified based on the review level, and the modified historical review template is used as the initial review template of the target project planning scheme.

[0166] The allocation module is specifically used to:

[0167] For any of the process nodes, obtaining the personnel to be reviewed in the review department of the process node;

[0168] For any of the process nodes, screening each person to be reviewed based on the label of each person to be reviewed to obtain multiple first persons to be reviewed;

[0169] For any of the process nodes, each first candidate to be reviewed is screened based on the project category of the target project planning scheme to obtain a plurality of second candidates to be reviewed;

[0170] For any of the process nodes, sorting the second personnel to be reviewed based on their workloads to obtain a first sorting result;

[0171] For any of the process nodes, sorting the second persons to be reviewed based on the urgency of all the planned projects to be reviewed corresponding to each second person to be reviewed, to obtain a second sorting result;

[0172] For any of the process nodes, at least one reviewer of the target project planning solution is determined based on the first sorting result, the second sorting result and the number of reviewers of the process node.

[0173] Optionally, the distribution network project management device 200 further includes a monitoring module, which is used to obtain a current review node of the target project planning scheme after at least one reviewer is assigned to the target project planning scheme based on the review template;

[0174] Determine whether the processing time of the current review node exceeds the review time corresponding to the current review node;

[0175] If the processing time of the current review node exceeds the review time, the review superior-subordinate relationship of the reviewers with review operation authority for the current review node is obtained, and the review superior-subordinate relationship represents the hierarchical structure and authority relationship between different reviewers;

[0176] Based on the review superior-subordinate relationship, at least one superior reviewer of the current reviewer is determined, and prompt information is sent to the terminals of the current reviewer and each superior reviewer.

[0177] Optionally, the distribution network project management device 200 further includes a storage module, which is used to store the target planning scheme in a project planning library after determining the target project planning scheme based on the plurality of project planning schemes and a preset project comparison method;

[0178] The distribution network project management device 200 also includes a new target project planning generation module, which is specifically used for:

[0179] If the target project planning scheme fails the review, then based on the preset sensitivity analysis algorithm and the review suggestions of the target project planning scheme, the factors affecting the target project planning scheme and the sensitivity of the factors are identified to obtain sensitivity analysis results;

[0180] Inputting the target project planning scheme and the sensitivity analysis results into a preset project planning model to generate a project planning suggestion, wherein the project planning model is trained based on historical project planning schemes and the sensitivity analysis results corresponding to the historical project planning schemes;

[0181] Based on the project planning suggestion and the target project planning scheme, a new target project planning scheme is generated, and the new target project planning scheme is stored in the planning project library, and the new target project planning scheme is reviewed until it is reviewed and passed.

[0182] Various objects such as various messages / information / equipment / network elements / systems / devices / actions / operations / processes / concepts that may appear in this application are named. It can be understood that these specific names do not constitute a limitation on the relevant objects. The names assigned may change with factors such as scenarios, contexts or usage habits. The understanding of the technical meaning of the technical terms in this application should be mainly determined from the functions and technical effects embodied / executed in the technical scheme.

[0183] Those skilled in the art can clearly understand that, for the convenience and brevity of description, the specific working processes of the systems, devices and modules described above can refer to the corresponding processes in the aforementioned method embodiments and will not be repeated here.

[0184] Figure 3 This is a structural block diagram of an electronic device 300 according to an embodiment of the present application.

[0185] like Figure 3 As shown, the electronic device 300 includes a processor 301 and a memory 302 , and may further include one or more of an information input / information output (I / O) interface 303 , a communication component 304 , and a communication bus 305 .

[0186] The processor 301 is used to control the overall operation of the electronic device 300 to complete all or part of the steps in the above-mentioned distribution network project management method; the memory 302 is used to store various types of data to support the operation of the electronic device 300, and these data may include, for example, instructions for any application or method operated on the electronic device 300, and data related to the application. The memory 302 can be implemented by any type of volatile or non-volatile storage device or a combination thereof, such as static random access memory (Static Random Access Memory, SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, disk or optical disk. One or more.

[0187] The I / O interface 303 provides an interface between the processor 301 and other interface modules, and the above-mentioned other interface modules can be keyboards, mice, buttons, etc. These buttons can be virtual buttons or physical buttons. The communication component 304 is used to test the wired or wireless communication between the electronic device 300 and other devices. Wireless communication, such as Wi-Fi, Bluetooth, Near Field Communication (NFC), 2G, 3G or 4G, or a combination of one or more of them, so the corresponding communication component 304 can include: Wi-Fi components, Bluetooth components, NFC components.

[0188] The communication bus 305 may include a path to transmit information between the above components. The communication bus 305 may be a PCI (Peripheral Component Interconnect) bus or an EISA (Extended Industry Standard Architecture) bus, etc. The communication bus 305 may be divided into an address bus, a data bus, a control bus, etc.

[0189] The electronic device 300 can be implemented by one or more application specific integrated circuits (ASIC), digital signal processors (DSP), digital signal processing devices (DSPD), programmable logic devices (PLD), field programmable gate arrays (FPGA), controllers, microcontrollers, microprocessors or other electronic components to execute the distribution network project management method given in the above embodiment.

[0190] The computer-readable storage medium provided in the embodiment of the present application is introduced below. The computer-readable storage medium described below and the distribution network project management method described above can be referenced to each other.

[0191] The present application also provides a computer-readable storage medium, on which a computer program is stored. When the computer program is executed by a processor, the steps of the above-mentioned distribution network project management method are implemented.

[0192] The computer-readable storage medium may include: a USB flash drive, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk, and other media that can store program codes.

[0193] The terms "comprises," "comprising," or any other variations thereof are intended to cover non-exclusive inclusion such that a process, method, article, or apparatus that includes a list of elements includes not only those elements but also other elements not expressly listed, or also includes elements inherent to such process, method, article, or apparatus.

[0194] The above description is only a preferred embodiment of the present application and an explanation of the technical principles used. Those skilled in the art should understand that the scope of application involved in the present application is not limited to the technical solution formed by a specific combination of the above technical features, but should also cover other technical solutions formed by any combination of the above technical features or their equivalent features without departing from the aforementioned application concept. For example, the above features are replaced with (but not limited to) technical features with similar functions applied in the present application.

Claims

1. A distribution network project management method, characterized in that: include: Acquire multiple project planning schemes corresponding to the power grid planning task, each of the project planning schemes including a project category; Determine a target project planning scheme based on the plurality of project planning schemes and a preset project evaluation method; Based on the project category of the target project planning scheme, generating a review template for the target project planning scheme; Allocating at least one reviewer to the target project planning scheme based on the review template, so that each reviewer reviews the target project planning scheme; If the target project planning scheme passes the review, the target project planning scheme and the review suggestions for the target project planning scheme are stored in the project database, so that management personnel can implement the corresponding target project according to the target project planning scheme and the review suggestions.

2. A distribution network project management method according to claim 1, characterized in that: Determining a target project planning scheme based on the plurality of project planning schemes and a preset project evaluation method includes: Performing a safety assessment on each of the project planning schemes based on a preset safety indicator system to obtain a safety assessment result for each of the project planning schemes; Performing economic evaluation on each of the project planning schemes based on a preset economic indicator system to obtain an economic evaluation result for each of the project planning schemes; Conducting policy adaptability assessment on each economic assessment result based on preset policy changes to obtain a policy adaptability assessment result for each project planning scheme; Perform risk assessment on each economic assessment result based on the preset market fluctuations to obtain the market risk assessment result of each project planning scheme; Conduct environmental impact assessment on each of the project planning schemes based on a preset environmental indicator system to obtain an environmental assessment result for each of the project planning schemes; Performing a technical evaluation on each of the project planning schemes based on a preset technical indicator system to obtain a technical evaluation result for each of the project planning schemes; Calculate the evaluation value of each of the project planning schemes based on a preset priority weight algorithm, each safety assessment result, each economic assessment result, each policy adaptability assessment result, each market risk assessment result, each environmental assessment result and each technical assessment result; Based on the evaluation value of each of the project planning schemes, a target project planning scheme is determined.

3. A distribution network project management method according to claim 1, characterized in that: The step of generating a review template for the target project planning scheme based on the project category of the target project planning scheme includes: Acquire a plurality of historical project planning schemes corresponding to the project category of the target project planning scheme; Compare the target planning scheme with each historical project planning scheme respectively, obtain the similarity between the target planning scheme and each historical project planning scheme respectively, and take the historical project planning scheme with the greatest similarity and a similarity greater than a preset similarity threshold as the reference project planning scheme; Based on the historical review template of the reference project planning scheme, determine the initial review template of the target project planning scheme, the initial review template including the review process, review level, review department of each process node, number of reviewers of each process node, review form of each process node, review duration of each process node and information transmission method of each process node; Sending the initial review template to the template reviewer so that the template reviewer reviews the initial review template; After obtaining the review approval information sent by the template reviewer, the initial review template is used as the review template for the target project planning scheme.

4. A distribution network project management method according to claim 3, characterized in that: The determining of the initial review template of the target project planning scheme based on the historical review template of the reference project planning scheme includes: Obtain the complexity and urgency of the target project planning scheme; Determine the review level of the target project planning scheme based on the complexity and urgency of the target project planning scheme; If the review level is the same as the review level of the historical review template, the historical review template of the reference project planning scheme is used as the initial review template of the target project planning scheme; If the review level is different from the review level of the historical review template, the historical review template of the reference project planning scheme is modified based on the review level, and the modified historical review template is used as the initial review template of the target project planning scheme.

5. A distribution network project management method according to claim 3, characterized in that: The assigning at least one reviewer to the target project planning scheme based on the review template includes: For any of the process nodes, obtaining the personnel to be reviewed in the review department of the process node; For any of the process nodes, screening each person to be reviewed based on the label of each person to be reviewed to obtain multiple first persons to be reviewed; For any of the process nodes, each first candidate to be reviewed is screened based on the project category of the target project planning scheme to obtain a plurality of second candidates to be reviewed; For any of the process nodes, sorting the second personnel to be reviewed based on their workloads to obtain a first sorting result; For any of the process nodes, sorting the second persons to be reviewed based on the urgency of all the planned projects to be reviewed corresponding to each second person to be reviewed, to obtain a second sorting result; For any of the process nodes, at least one reviewer of the target project planning solution is determined based on the first sorting result, the second sorting result and the number of reviewers of the process node.

6. A distribution network project management method according to claim 3, characterized in that: After allocating at least one reviewer to the target project planning scheme based on the review template, the method further includes: Obtaining the current review node of the target project planning scheme; Determine whether the processing time of the current review node exceeds the review time corresponding to the current review node; If the processing time of the current review node exceeds the review time, the review superior-subordinate relationship of the reviewers with review operation authority for the current review node is obtained, and the review superior-subordinate relationship represents the hierarchical structure and authority relationship between different reviewers; Based on the review superior-subordinate relationship, at least one superior reviewer of the current reviewer is determined, and prompt information is sent to the terminals of the current reviewer and each superior reviewer.

7. A distribution network project management method according to claim 4, characterized in that: After determining the target project planning scheme based on the plurality of project planning schemes and the preset project evaluation method, the method further includes: Storing the target planning scheme in a project planning library; If the target project planning scheme fails the review, the method includes: Based on a preset sensitivity analysis algorithm and the review suggestions of the target project planning scheme, identify the factors affecting the target project planning scheme and the sensitivity of the factors, and obtain sensitivity analysis results; Inputting the target project planning scheme and the sensitivity analysis results into a preset project planning model to generate a project planning suggestion, wherein the project planning model is trained based on historical project planning schemes and the sensitivity analysis results corresponding to the historical project planning schemes; Based on the project planning suggestion and the target project planning scheme, a new target project planning scheme is generated, and the new target project planning scheme is stored in the planning project library, and the new target project planning scheme is reviewed until it is reviewed and passed.

8. A distribution network project management device, characterized in that: include: An acquisition module, used to acquire multiple project planning schemes corresponding to the power grid planning task, each of which includes a project category; A determination module, used to determine a target project planning scheme based on a plurality of said project planning schemes and a preset project evaluation method; A generating module, used for generating a review template of the target project planning scheme based on the project category of the target project planning scheme; An allocation module, configured to allocate at least one reviewer to the target project planning scheme based on the review template, so that each reviewer reviews the target project planning scheme; The storage module is used to store the target project planning scheme and the review suggestions of the target project planning scheme in the project database if the target project planning scheme is reviewed and approved, so that the management personnel can implement the corresponding target project according to the target project planning scheme and the review suggestions.

9. An electronic device, characterized in that: comprising a processor coupled to a memory; The processor is configured to execute a computer program stored in the memory, so that the electronic device executes the method according to any one of claims 1 to 7.

10. A computer-readable storage medium, characterized in that: The method comprises a computer program or an instruction, and when the computer program or the instruction is executed on a computer, the computer is caused to execute the method according to any one of claims 1 to 7.

Images