Power distribution network planning operation result generation method and device, equipment and storage medium
By automatically performing distribution network planning operations and using a comprehensive cost tool library, the problem of inefficient power grid planning operations in the existing technology has been solved, and more efficient and accurate planning results have been achieved, providing a scientific and reasonable solution for grid optimization and operation efficiency improvement.
Patent Information
- Application Number
- CN202510022843.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-01-07
- Publication Date
- 2025-05-06
- Estimated Expiration
- 2045-01-07
AI Technical Summary
The prior art is inefficient when conducting power grid planning operations, resulting in limited communication scope and accuracy of planning results.
By receiving user-input distribution network planning project creation instructions, combined with preset timing section data and typical design tool library, the automated execution of planning operations is achieved. At the same time, the preset comprehensive cost tool library is used to calculate the operation result data to obtain the planned project investment data.
It improves the efficiency of planning operations, reduces manual intervention and time costs, ensures the consistency and accuracy of operation result data, provides an economic evaluation that comprehensively considers investment cost factors, and provides a scientific and reasonable solution for power grid planning.
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Figure CN119940629A_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the field of electric power technology, and in particular to a method, device, equipment and storage medium for generating distribution network planning operation results. Background Art
[0002] Grid planning refers to the process of planning, designing, analyzing and optimizing the power system. Grid planning aims to ensure that the power system can meet future power demand, guarantee the safe, reliable and efficient operation of the power grid, and promote the sustainable development of the power system.
[0003] In the prior art, there is a technical problem of low efficiency when performing power grid planning operations. Summary of the invention
[0004] Purpose: In order to overcome the deficiencies in the prior art, the present application provides a method, device, equipment and storage medium for generating distribution network planning operation results, so as to solve the technical problem of low efficiency in the prior art when performing power grid planning operations.
[0005] Technical solution: To solve the above technical problems, the technical solution adopted in this application is:
[0006] In a first aspect, the present application provides a method for generating distribution network planning operation results, the method comprising:
[0007] Receiving a distribution network planning project generation instruction input by a user;
[0008] At least based on the distribution network planning project generation instruction and the preset time series section data and typical design tool library, the planning operation is executed to generate operation result data;
[0009] When the operation result data has been checked for duplicates and verified, a preset comprehensive cost tool library is used to perform calculations on the operation result data to obtain planned project investment data;
[0010] A distribution network planning operation result is generated based at least on the operation result data and the planned project investment data.
[0011] In a second aspect, the present application provides a distribution network planning operation result generating device, the device comprising:
[0012] A receiving module, which is used to receive a distribution network planning project creation instruction input by a user;
[0013] A planning operation module, which is used to perform planning operations based at least on the distribution network planning project creation instruction and preset time-series section data and a typical design tool library, thereby generating operation result data;
[0014] A calculation module, which is used to use a preset comprehensive cost tool library to perform calculations on the operation result data after the operation result data has been checked for duplicates and verified, so as to obtain the planned project investment data;
[0015] A generation module is used to generate distribution network planning operation results based at least on the operation result data and the planned project investment data.
[0016] In a third aspect, the present application provides a device, comprising:
[0017] Memory;
[0018] processor;
[0019] as well as
[0020] Computer programs;
[0021] The computer program is stored in the memory and is configured to be executed by the processor to implement the method described in the first aspect above.
[0022] In a fourth aspect, the present application provides a storage medium having a computer program stored thereon, wherein the computer program, when executed by a processor, implements the method described in the first aspect.
[0023] Beneficial effects: The present application provides a method for generating distribution network planning operation results, which realizes the automatic execution of planning operations by receiving the distribution network planning project creation instructions input by the user, combining the preset time-series section data and the typical design tool library. This can improve the efficiency of planning operations, reduce manual intervention, and reduce the time cost of planning operations. After the operation result data is checked for duplicates and verified, the data is calculated using the preset comprehensive cost tool library to obtain the investment data of the planning project. This can ensure the consistency and accuracy of the operation result data and avoid unreasonable planning schemes caused by data errors. The operation result data is calculated by using the preset comprehensive cost tool library to obtain the investment data of the planning project. In this way, various investment cost factors can be comprehensively considered, including equipment procurement, construction and installation, land requisition, etc., to provide a basis for the economic evaluation of the planning project. The present application combines the characteristics of automated execution, data consistency and accuracy, and comprehensive cost calculation, which can improve the efficiency and accuracy of planning operations, provide a scientific and reasonable planning scheme for distribution network planning, and help optimize the power grid structure and improve the power grid operation efficiency. BRIEF DESCRIPTION OF THE DRAWINGS
[0024] The accompanying drawings constituting a part of the present invention are used to provide a further understanding of the present invention. The exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention. In the accompanying drawings:
[0025] Figure 1 A scenario example diagram of a method for generating distribution network planning operation results provided in an embodiment;
[0026] Figure 2 A scenario example diagram of a method for generating distribution network planning operation results provided in an embodiment;
[0027] Figure 3 A flow chart of a method for generating distribution network planning operation results provided in an embodiment;
[0028] Figure 4 A block diagram of a distribution network planning operation result generating device provided in an embodiment;
[0029] Figure 5 A block diagram of an electronic device provided in an embodiment. DETAILED DESCRIPTION
[0030] The present invention will be described in detail below with reference to the accompanying drawings and in combination with embodiments. It should be noted that the embodiments and features in the embodiments of the present invention can be combined with each other without conflict.
[0031] The following detailed description is an exemplary description, which is intended to provide further detailed description of the present invention. Unless otherwise specified, all technical terms used in the present invention have the same meaning as those generally understood by those skilled in the art to which the present invention belongs. The terms used in the present invention are only for describing specific embodiments, and are not intended to limit the exemplary embodiments according to the present invention.
[0032] Overview:
[0033] In the relevant technologies, grid planning is an important part of power system planning, which directly affects the construction and operation of the power grid. Through scientific and reasonable planning, the operation efficiency and reliability of the power grid can be effectively improved, the growing power demand can be met, and the sustainable development of the power system can be promoted.
[0034] Existing grid planning tools mainly rely on offline data collection, use of EXCEL to calculate load data, relying on the planning experience of planners to use CAD software to draw planned sites and grids, and offline estimation of project construction scale and investment scale to form a project list. This is not only inefficient, but also greatly limits the scope and accuracy of planning results.
[0035] Therefore, in the prior art, there is a technical problem of low efficiency when performing power grid planning operations. More efficient and accurate tools and methods are needed to support power grid planning operations.
[0036] In view of this technical problem, the present application provides a method for generating distribution network planning operation results, which realizes the automatic execution of planning operations by receiving the distribution network planning project creation instructions input by the user, combining the preset time-series section data and the typical design tool library. This can improve the efficiency of planning operations, reduce manual intervention, and reduce the time cost of planning operations. After the operation result data is checked for duplicates and verified, the data is calculated using the preset comprehensive cost tool library to obtain the investment data of the planning project. This can ensure the consistency and accuracy of the operation result data and avoid unreasonable planning schemes caused by data errors. The operation result data is calculated by using the preset comprehensive cost tool library to obtain the investment data of the planning project. In this way, various investment cost factors can be comprehensively considered, including equipment procurement, construction and installation, land requisition, etc., to provide a basis for the economic evaluation of the planning project. The present application combines the characteristics of automated execution, data consistency and accuracy, and comprehensive cost calculation, which can improve the efficiency and accuracy of planning operations, provide a scientific and reasonable planning scheme for distribution network planning, and help optimize the power grid structure and improve the power grid operation efficiency.
[0037] Example scenario:
[0038] like Figure 1 and Figure 2 As shown, before describing the embodiments of the present application in detail, a specific scenario example is used to reveal the scenario in which the technical solution of the present invention can be used. In a possible scenario example, a client and a server are included. The client is used to provide a user with a system for logging into the distribution network planning map configured on the server. The distribution network planning map operation system may include: an operating area division module, a time section cutting module, a zoning grid division module, an urban and rural control planning convergence module, a typical design maintenance module, a comprehensive cost maintenance module, a reasonable construction period formulation module, a current power grid diagnosis module, an access demand aggregation module, a project online compilation module, a project review and warehousing module, and a project adjustment and call-out module.
[0039] Specifically, the business area division module can be used to combine the actual situation of power grid enterprises at all levels, eliminate non-company business areas, and rely on the power grid GIS geographic platform to clarify the business area of each unit.
[0040] The time-series section extraction module can be used to freeze the current power grid equipment graphics, ledgers, and topological data on a monthly basis according to the results of the business area division, combined with the current power grid geographical distribution and topological connection relationship, according to the power grid enterprise management level, to form a time-series power grid section and publish it as the basis for online planning.
[0041] The zoning and grid division module can be used to refine the operating and management areas of each unit and divide power supply zones, power supply grids, and power supply units according to the operating area division results to meet the differentiated planning needs of the distribution network.
[0042] The urban and rural control planning aggregation module can be used to aggregate urban and rural control planning data of various units through CAD file recognition, import, and online drawing, including land use type, floor area ratio, land area, building area, land development projects, etc.
[0043] The typical design maintenance module can be used to determine and publish typical designs for each voltage level and each type of equipment and facility in the unit according to the actual situation of each unit, including equipment selection specifications, scale, layout, etc.
[0044] The comprehensive cost maintenance module can be used to determine the comprehensive cost of planned equipment based on typical designs released by various units, including equipment purchase costs, construction project costs, installation project costs, and other costs.
[0045] The reasonable construction period formulation module can be used to determine the key milestone nodes of project implementation and determine the reasonable construction period range according to the construction characteristics of power grid infrastructure projects with different voltage levels, different project types and different construction forms.
[0046] The current power grid diagnosis module can be used to automatically diagnose and evaluate the current power grid from the aspects of power supply capacity, grid structure, equipment level, power supply quality, etc. based on the published time-series sections, current power grid equipment ledgers, operation data, and topological connection relationships, and form a list of current power grid problems.
[0047] The access demand aggregation module can be used to connect the marketing business management platform and the new energy cloud to obtain the registration and power access needs of business expansion users at various voltage levels; combined with the current grid operation level and urban and rural control planning, it can carry out short-term, medium-term and long-term load forecasts to assist in determining the scale and timing of planned grid construction.
[0048] The project online preparation module can propose a planning target grid plan based on the power grid diagnosis conclusions, access requirements and load forecasts, and carry out online planning operations based on the project granularity and the results of the above modules, including project creation, planning operations, project duplication checking, problem verification, investment estimates, milestone plans, project confirmation and other processes. It automatically summarizes the project construction scale and investment estimates to form a list of planned projects.
[0049] The project review and warehousing module can be used to generate planning report atlases and conduct planning project review and warehousing step by step through project optimization, milestone verification, planning limit verification, and planning target verification according to different types of project management requirements.
[0050] The project adjustment and transfer module can be used to adjust and transfer planning projects for the projects in the library according to the requirements of rolling planning, including adjustment of related issues / demands, adjustment of construction management units, adjustment of planning plans, adjustment of planning schemes, and removal of planning projects from the library.
[0051] More specifically, in the business area division module, the following operations are mainly included:
[0052] Step 11: The headquarters will uniformly create the business area division tasks and issue them to provincial, municipal and county companies.
[0053] Step 12: Units at all levels shall directly obtain administrative boundaries based on actual conditions or complete the identification of the boundaries of their business areas by drawing, cutting, or merging existing administrative boundaries on maps.
[0054] Step 13: The results of the business area division will be reported and reviewed step by step, and will be announced and implemented by the headquarters.
[0055] More specifically, in the time-series section extraction module, the following operations are mainly included: according to the result of step 13, combined with the current geographical distribution of the power grid and the topological connection relationship, the current power grid equipment graphics, ledgers, and topological data are frozen on a monthly basis according to the management level of the power grid enterprise to form a time-series power grid section and publish it as the basis for online planning.
[0056] Step 21: The headquarters will create time series section cutting tasks on a monthly basis.
[0057] Step 22: The system automatically freezes section data, including power grid graphic data, equipment and facility inventory data, and topological connection data. High voltage (above 35 kV) is cut according to the provincial company's operating area, and medium voltage sections (10 (20, 6) kV) are cut according to the district and county company's operating area. The equipment is marked with the province, city, and county company to which it belongs based on the geographical location of the equipment and facilities. Cross-regional line equipment is identified by each unit. The system conducts topological analysis and grid analysis based on the section topological data and calculates data quality evaluation indicators, including the consistency rate of the diagram and the topological connectivity rate.
[0058] Step 23: For units whose data quality does not meet the standards, they should carry out data governance on their own and apply for re-cutting of sections after completion.
[0059] Step 24: Report and review the section resection results step by step and publish them.
[0060] More specifically, in the partition grid division module, the following operations are mainly included:
[0061] Step 31: The headquarters will uniformly create the partition grid division tasks and issue them to the provincial, municipal and county companies.
[0062] Step 32: The district and county companies complete the division or identification of power supply zoning, power supply grids, and power supply units within their business areas.
[0063] Step 33: Submit the results of the zoning and grid division for review and summary at each level, and the headquarters will publish and take effect.
[0064] More specifically, in the urban and rural control planning convergence module, the following operations are mainly included:
[0065] Step 41: Each unit obtains urban and rural planning data on its own level and completes data initialization through CAD file recognition and import, online drawing, etc.
[0066] Step 42: Each unit obtains land development projects and associates specific planning plot information based on the government’s land development plan to complete land development project data initialization.
[0067] More specifically, in the typical design maintenance module, the following operations are mainly included:
[0068] Step 51: The headquarters shall uniformly create typical design management tasks, maintain typical designs for each voltage level and each type of equipment and facility, and distribute them to each provincial company.
[0069] Step 52: Each provincial company shall determine its own typical design plan based on the actual situation in the province by choosing whether to use the headquarters' unified typical design, making modifications based on the headquarters' unified typical design, or creating a typical design on its own.
[0070] Step 53: Each provincial company reports typical design results, which are reviewed and released by the headquarters.
[0071] More specifically, the comprehensive cost maintenance module mainly includes the following operations:
[0072] Step 61: The headquarters associates typical design management tasks to uniformly create comprehensive cost management tasks and distribute them to provincial companies.
[0073] Step 62: Each provincial company shall maintain the comprehensive cost of the corresponding typical design one by one according to the actual situation in the province, including equipment purchase costs, construction project costs, installation project costs, and other costs.
[0074] Step 63: Each provincial company reports the comprehensive cost results, which are reviewed and released by the headquarters.
[0075] More specifically, in the reasonable construction period formulation module, the following operations are mainly included:
[0076] Step 71: The headquarters will uniformly create reasonable construction period management tasks and distribute them to provincial companies.
[0077] Step 72: Each provincial company shall determine the milestone nodes of engineering projects of each voltage level and project type and the reasonable construction period intervals between the nodes according to the actual situation of the province.
[0078] Step 73: Each provincial company reports the reasonable construction period results, which are reviewed and released by the headquarters.
[0079] More specifically, the current power grid diagnosis module mainly includes the following operations:
[0080] Step 81: Power supply capacity diagnosis and analysis, mainly including network load, capacity-load ratio, substation load rate, main transformer load rate, transmission line load rate, distribution line load rate, distribution transformer load rate, average household distribution transformer capacity, etc., output main transformer overload, transmission line overload, distribution line overload, distribution transformer overload and other problems.
[0081] Step 82: Grid structure diagnosis and analysis, mainly including grid scale statistics, segment connection analysis, wiring pattern recognition, N-1 verification, etc., outputting a list of problems such as single-line station, single-transformer station, single-line single-transformer station, line not meeting N-1, single-radiation line, large branch line, unreasonable line segmentation, etc.
[0082] Step 83: Equipment level diagnosis and analysis, mainly including statistical analysis of equipment operating life, etc., outputting a list of problems such as old line sections, old main transformers, high-loss main transformers, old high-loss main transformers, old distribution rooms, old ring network cabinets, old switch stations, old box transformers, old distribution transformers, high-loss distribution transformers, and old and high-loss distribution transformers.
[0083] Step 84: Power supply quality diagnosis and analysis, mainly including the statistical analysis of the reliability of the distribution transformer, the statistical analysis of the power outage events of the distribution transformer, the statistical analysis of the power outage events of the line, the statistical analysis of the voltage qualification rate, the statistical analysis of the voltage exceeding the limit in the substation, etc., and a list of problems such as the output distribution transformer voltage is too low, the distribution transformer voltage seriously exceeds the upper limit, and the distribution transformer has frequent power outages.
[0084] Step 84: Confirm and publish the problem list. The business personnel confirm the problem list generated by the system diagnosis and review and publish it.
[0085] More specifically, in the access demand aggregation module, the following operations are mainly included:
[0086] Step 91: Access the business expansion application work order data of the marketing business system, and access the new energy cloud power access application data.
[0087] Step 92: Each unit completes the initialization of the access demand data map based on the geographical location of the business application users or the power plant to be connected.
[0088] Step 93: Based on the historical annual load level and regional development plan of the planning area, the near- and medium-term load forecast is completed through the average growth rate method, maximum load utilization hours method, large power user method, growth rate method, trend extrapolation method and other methods; combined with the urban and rural control planning data in step 4, the long-term saturated load forecast is completed through the load density index method.
[0089] More specifically, in the project online compilation module, the following operations are mainly included:
[0090] Based on the diagnosis conclusions of the power grid, access demand and load forecast, a planning target grid plan is proposed. Based on the project granularity and the results of steps 1-7, online planning operations are carried out, including project creation, planning operations, project duplication checking, problem verification, investment estimate, milestone planning, project confirmation and other processes. The project construction scale and investment estimate are automatically summarized to form a planning project list.
[0091] Step 101: Project creation, create a planned project, and automatically generate a project name based on the key elements of project naming, including the first, second, and third-level functional classifications of the project, the project location, the voltage level, the name of the equipment and facilities, etc. The business personnel estimate the planned start and commissioning time of the project; demand-type new projects such as land development supporting new construction projects, power supply access supporting projects, user access supporting projects related to land development projects, power supply access applications, business expansion and installation work orders and other information; existing transformation projects are related to the existing power grid equipment and facilities involved in the diagnosis of problems, to ensure that the necessity of project establishment is sufficient.
[0092] Step 102: Planning work, with the time series section in step 2 as the data basis and the typical design in step 5 as the tool basis, provides canvas-style work tools for the construction, expansion, renovation, and demolition of equipment and facilities such as substations, lines (including T-connections and π-connections), distribution stations, and power trenches. Based on the selected typical design, a station diagram and a station equipment list are generated with one click, and an association relationship is automatically established with the planning project.
[0093] Step 103: Check for duplicate projects. Use the results of step 103 as a benchmark to search for duplicate construction projects that have been carried out to renovate or demolish the same existing equipment in the past three years to ensure project logic and reduce investment waste.
[0094] Step 104: Problem verification. As the work content in step 103 involves existing equipment, a list of existing power grid problems is queried and automatically associated with the project, thereby reinforcing the necessity of the project and achieving multi-functionality.
[0095] Step 105: Investment estimate. Based on the result of step 103 and the comprehensive cost of step 6, the investment estimate of the planned project is generated with one click. The business personnel adjust the project investment ratio according to the source of project funds.
[0096] Step 106: Milestone plan. Based on the project commissioning time in step 101, the system automatically determines the type of engineering project according to the planning work content in step 102, selects the corresponding reasonable construction period template in combination with the reasonable construction period specification in step 7, and generates a planning project milestone plan in reverse order to guide the project progress and funding arrangements.
[0097] Step 107: Project confirmation, summarize the results of steps 101-106, automatically generate the project construction scale and investment scale, plan the project inventory, ensure the consistency of project plan drawings and numbers, and ensure that the project investment has a basis.
[0098] More specifically, in the project review and storage module, the following operations are mainly included:
[0099] Step 111: Project optimization: select the list of projects to be stored based on the list of planned projects generated in step 10.
[0100] Step 112: Milestone verification: determine the planning period for each project based on the project milestone plan.
[0101] Step 113: Check the planning limits, count the investment scale, transformer / distribution capacity scale, and line length scale of the projects to be included in the database and the projects already included in the database, and check whether the upper limit of each unit is exceeded.
[0102] Step 114: Verify planning objectives, calculate changes in indicators such as power supply quality, power supply capacity, grid structure, intelligent development, equipment level, new energy and distributed power consumption in the planning area before and after the project is put into the database, and evaluate and analyze the planning results.
[0103] Step 115: Planning report atlas, combined with the results of steps 1-10, combined with the planning report template, extract the corresponding indicator data, generate a planning report, and generate a year-by-year planning grid geographic wiring diagram atlas based on the results of the above drawing in step 10.
[0104] Step 116: The projects are reviewed and put into storage. The list of planning projects that have passed the review and inspection is reported to the higher authorities step by step and released for storage.
[0105] More specifically, in the project adjustment and call-out module, the following operations are mainly included:
[0106] Step 121: Adjust related issues / demands. Adjust the planned project support access needs or pre-solve existing power grid problems without withdrawing the project from the database.
[0107] Step 122: Adjust the construction management unit. According to the clarification of the project construction management unit, adjust the project construction management unit and regenerate the WBS code to support the issuance of the project investment plan and the start of construction.
[0108] Step 123: Adjust the planning schedule. Adjust the planned project start time and regenerate the planning milestone plan without withdrawing the project from the warehouse.
[0109] Step 124: Adjust the planning scheme, adjust the planning project construction plan, compare the changes before and after the adjustment, and initiate an adjustment application. After review and approval, replace the original project plan.
[0110] Step 125: Plan the project out of the library, call out the abandoned planned projects from the project library, identify and analyze other projects that have power-related projects with the project plans to be called out, call out or adjust the project plans together, and ensure the feasibility of the projects in the library.
[0111] To sum up, this scenario example, on the one hand, uses the big data operation platform to realize the online operation of the entire distribution network planning process, effectively improving the efficiency of distribution network planning operations. On the other hand, it not only overcomes the problems of traditional power grid planning, such as separation of diagrams and numbers, unclear diagnosis, unclear problems, single planning operation tools, and shelving of planning results, but also improves the efficiency of planning operations and has great promotion and application value.
[0112] Example method:
[0113] Example 1
[0114] like Figure 3 As shown, this embodiment provides a method for generating distribution network planning operation results, which can be applied to a server, and the method may include:
[0115] Step S301: receiving a distribution network planning project generation instruction input by a user.
[0116] In this embodiment, the receiving action may be represented as the server receiving a distribution network planning project generation instruction from the client.
[0117] In this embodiment, the distribution network planning project generation instruction may be that the user performs one or more desktop operations through the client, so that the client generates the distribution network planning project generation instruction, and the instruction is transmitted to the server through the network.
[0118] It is understandable that a corresponding interactive interface can be configured in the client so that the user can make one or more desktop operations. For example, the client sets the corresponding UI elements in the client so that the user can create a planning project, name the key elements according to the project, and provide an input box so that the user can enter the necessary information for generating distribution network planning project generation instructions, such as business personnel estimating the project planning start and commissioning time. For new demand-based projects, users can enter information such as new land development supporting projects, power supply access supporting projects, user access supporting projects related to land development projects, power supply access applications, business expansion and installation work orders, etc. For existing transformation projects, users can enter information on existing power grid equipment and facilities.
[0119] Step S302: Execute planning operations based at least on the distribution network planning project generation instructions and preset time-series section data and typical design tool library, thereby generating operation result data.
[0120] In this embodiment, the planning operation can be performed according to the key information carried in the distribution network planning project generation instruction and the preset time-series section data and typical design tool library, so as to generate the operation result data. For example, key information such as project name, geographical location, voltage level, etc. Specifically, according to the time-series section data and the typical design tool library, a canvas operation tool can be provided, including operation options such as the construction, expansion, transformation, and demolition of equipment and facilities such as substations, lines, distribution stations, and power pipe trenches. The user can select the type of equipment and facilities and the type of operation to be planned, such as building a new substation or transforming a section of line. According to the user's choice, the system can automatically obtain the corresponding design scheme from the typical design tool library and generate the corresponding station diagram and equipment list. The generated station diagram and equipment list are automatically associated with the planning project to ensure that the operation result data corresponds to the planning project one by one. The user can view, modify and optimize the generated operation result data to ensure the accuracy and completeness of the planning scheme.
[0121] Step S303: After the operation result data has been checked for duplication and verified, a preset comprehensive cost tool library is used to perform calculations on the operation result data to obtain planned project investment data.
[0122] In this embodiment, the server will first check the duplicate operation result data and query the duplicate construction projects that have been transformed and demolished for the same existing equipment in the past three years. This process can be carried out by database query and comparison to ensure project logic and reduce investment waste. The server will then query the existing list of power grid problems based on the existing equipment involved in the operation result data and automatically associate it with the project to strengthen the necessity of the project and achieve multiple functions. This process can be carried out by data matching and association to ensure the rationality and effectiveness of the project. After passing the project duplication check and problem verification, the server will perform an investment estimate. Based on the operation result data, combined with the preset comprehensive cost tool library, the comprehensive cost data such as equipment purchase costs, construction engineering costs, installation engineering costs, and other costs required for the project are automatically calculated. This process can be carried out by data calculation and analysis to obtain the investment data of the planned project.
[0123] The entire data processing process is automated on the server side. Through the preset tool library and algorithm, the operation result data is checked for duplicates, verified, and the investment is estimated, thereby obtaining the investment data of the planning project. This can improve the efficiency and accuracy of data processing and provide reliable data support for decision-making of planning projects.
[0124] Step S304: Generate distribution network planning operation results based at least on the operation result data and the planned project investment data.
[0125] In this embodiment, the operation result data after duplication checking, verification and investment estimation and the investment data of the planning project are integrated to ensure the integrity and accuracy of the data. Based on the integrated data, the system can automatically generate a distribution network planning scheme. This includes specific plans for various projects such as new construction, renovation, and demolition, including the layout and design of equipment and facilities such as substations, lines, distribution stations, and power trenches. Based on the planning scheme and investment data, the system can generate an investment plan for the distribution network planning project. This includes the budget, funding sources, investment allocation, etc. of each project to ensure that the funding needs and use of the project are in line with the actual situation. The system can generate a detailed report on the distribution network planning project based on the planning scheme and investment plan. The report content includes a description of the planning scheme, an analysis of the investment plan, suggestions for project implementation, etc., to provide comprehensive information support for decision makers. Finally, the system can output and display the generated distribution network planning operation results in the form of reports, charts, maps, etc., which are convenient for users to view and share. At the same time, the data can also be exported to other systems or software for further analysis and application.
[0126] In some embodiments, in step S302, a planning operation may be performed based on the diagnostic analysis result data, the distribution network planning project generation instruction, preset time series section data, and a typical design tool library, thereby generating operation result data. Alternatively, a planning operation may be performed based on the load forecast result data, the distribution network planning project generation instruction, preset time series section data, and a typical design tool library, thereby generating operation result data.
[0127] In some implementations, in step S304, the distribution network planning operation result may also be generated based on the geographic information data, the power load data or the equipment technical parameter data, the operation result data and the planned project investment data.
[0128] In summary, in the above-mentioned implementation mode, by receiving the planning project generation instruction input by the user, automatically executing the planning operation and generating the operation result data, the automation of the distribution network planning process is realized, and the work efficiency is improved. By checking and verifying the operation result data, the accuracy and consistency of the data are ensured, the existence of duplicate construction projects and current power grid problems is avoided, and the quality of the planning project is improved. The operation result data is calculated using the preset comprehensive cost tool library to obtain the investment data of the planning project, which helps planners better evaluate the investment needs of the project and optimize the efficiency of fund use. Based on the operation result data and the planning project investment data, the distribution network planning operation results are generated, including planning schemes, investment plans, project reports and other contents, to provide comprehensive information support for decision makers.
[0129] In some embodiments, the time series section data is obtained by the following method: based on the time series section cutting task created by the first account, performing data freezing on the section data; wherein the section data at least includes power grid graphic data, equipment facility ledger data or topological connection data;
[0130] Based on the extraction and marking operations of the second account on the cross-sectional data, the frozen cross-sectional data is obtained; wherein the authority of the first account is higher than the authority of the second account;
[0131] Performing topological analysis and grid analysis based on the topological connection data to obtain data quality evaluation indicators;
[0132] When the data quality evaluation index meets a preset value, the frozen cross-sectional data is output as time series cross-sectional data.
[0133] In this implementation, the first account may be an account with higher authority or the highest authority, such as an account registered with the headquarters, and correspondingly, the second account may be an account with lower authority, such as an account registered with provincial companies.
[0134] In this embodiment, the time-series section cutting task can be expressed as a task of cutting and extracting section data in the power grid system according to specific time series requirements. The power grid graphic data can be data describing the position and connection relationship of various equipment, lines, substations and other components in the power system in space. It can be presented in the form of a graphic, including information such as the location of various equipment, the direction of the line, the layout of the substation, etc. The equipment and facility ledger data can be data that records detailed information on various equipment and facilities in the power system. This information includes the model, capacity, manufacturer, installation time, maintenance records, etc. of the equipment. Topological connection data can be data that describes the connection relationship between various devices in the power system. It includes information such as the electrical connection between devices, the connection method of the wires, and the topological structure of the equipment.
[0135] In this implementation, based on the second account's cutting and labeling operations on the section data, according to the requirements of the time series section cutting task, the frozen section data is cut and labeled to meet specific time series requirements.
[0136] In this embodiment, the cutting operation refers to the operation of cutting, extracting or filtering data according to preset requirements or standards. Specifically, data within a specific time range can be selected according to time series requirements. Data within a specific spatial range can be selected according to geographical location or regional requirements. Data that meets the requirements can be filtered according to device attributes, status or other conditions.
[0137] In this embodiment, the annotation operation may be an operation of marking, annotating or classifying data for subsequent analysis and application. For example, adding labels or tags to data to identify and distinguish different types of data. Adding instructions, descriptions or notes to data to help understand the meaning and background of the data.
[0138] In this embodiment, topological analysis and grid analysis are performed to evaluate the structure, stability and reliability of the system by processing and analyzing the topological connection data of the power grid system. Specifically, in the topological analysis, the topological structure of the power grid system is first established according to the topological connection data, including the connection relationship between devices, the electrical connection between nodes, etc. Then the connectivity between the nodes in the system is checked to ensure that there are no isolated nodes or circuit breaks in the system. Finally, the loops in the system are identified and the impact of the loops on the stability of the system is analyzed, and loop elimination or optimization may be required. In the grid analysis, the electrical parameters such as voltage, current, power, etc. between the nodes in the system can be calculated according to the topological connection data. Then the voltage, power and other parameters of each node in the system are analyzed through flow calculation to evaluate the load distribution, power balance and other conditions of the system. Finally, the fault conditions in the system are simulated, the impact of the faults on the system is analyzed, and the reliability and robustness of the system are evaluated.
[0139] In this implementation, the data quality evaluation index may include graph consistency rate, topological connectivity rate, etc.
[0140] In this implementation, when the data quality evaluation index meets the preset value, the frozen cross-sectional data is output as time-series cross-sectional data, which can provide high-quality data support and provide a reliable data basis for decision-making and planning optimization. By cutting, marking and freezing cross-sectional data, the efficiency and accuracy of data management can be improved, the consistency and reliability of data can be ensured, and a good data basis can be provided for subsequent data processing and analysis.
[0141] In some embodiments, the typical design tool library is obtained by the following method: in response to a typical design management task issued by the first account, at least one of the second accounts performs an operation of determining a typical design scheme to obtain at least one typical design scheme; based on the at least one typical design scheme, the typical design tool library is generated.
[0142] In this embodiment, the typical design management task may represent the management task of the typical design scheme issued by the headquarters or the competent unit to the provincial companies or local units in order to improve work efficiency, ensure design quality and unify specifications. The typical design scheme may include: equipment configuration scheme, topology scheme, parameter setting scheme and safety assurance scheme, etc. Specifically, the equipment configuration scheme may further include configuration schemes of various equipment and facilities, including the type, capacity, layout of equipment such as substations, transformers, switchgear, and lines. The topology scheme may include the connection relationship between each device, the electrical connection method between nodes, etc. The parameter setting scheme may include voltage level, rated capacity, impedance parameters, etc. to ensure the stability and reliability of the system. The safety assurance scheme may include grounding protection, overload protection, short circuit protection, etc. to ensure the safety of the system under various abnormal conditions.
[0143] In this embodiment, the typical design tool library can be represented as a tool collection for storing, managing and applying typical design solutions. The typical design tool library can store typical design solutions for various power systems, including design content in terms of equipment configuration, topology, parameter setting, operation control, etc. The typical design tool library can classify, archive and version the design solutions to ensure the integrity and traceability of the design solutions. Designers can search and find typical design solutions by keywords, attributes, types, etc. to quickly find the required design content.
[0144] In this implementation, by responding to typical design management tasks, determining typical design solutions and generating a typical design tool library, standardization and normalization of design solutions can be achieved to ensure design consistency and quality. By establishing a typical design tool library, designers can quickly obtain and apply standardized design solutions, avoid duplication of design work, and improve design efficiency and work efficiency.
[0145] In some embodiments, the comprehensive cost tool library is obtained by the following method: in response to the comprehensive cost management task issued by the first account, at least one of the second accounts executes to determine the comprehensive cost data corresponding to at least one of the typical design schemes; wherein the comprehensive cost management task corresponds to the typical design management task; based on the comprehensive cost data corresponding to the at least one typical design scheme, the comprehensive cost tool library is generated.
[0146] In this embodiment, the comprehensive cost data is expressed as comprehensive cost data of equipment, engineering and expenses involved in a typical design scheme during the planning, design and construction of the power system, and may include equipment purchase costs, construction engineering costs and installation engineering costs.
[0147] In this implementation, the comprehensive cost tool library can be a collection of tools for storing, managing and applying cost data of power system design solutions, aiming to help designers evaluate and compare the costs of different design solutions and optimize design decisions. Specifically, the comprehensive cost tool library can store comprehensive cost data corresponding to each typical design solution, including cost information on equipment, materials, labor, construction, etc. The comprehensive cost tool library can classify, archive and version the cost data to ensure the integrity and traceability of the data.
[0148] In this implementation, the comprehensive cost management task is associated with the typical design management task, and a comprehensive cost tool library is generated based on the comprehensive cost data corresponding to the typical design scheme, which can help designers better manage and control design costs, optimize design schemes, and improve economic benefits.
[0149] In some embodiments, before the step of executing a planning operation based at least on the distribution network planning project creation instruction and the preset time series section data and typical design tool library to generate operation result data, the method further includes:
[0150] Based on the preset time-series section data, a multi-dimensional diagnostic analysis is performed on the distribution network to obtain diagnostic analysis result data; wherein the multi-dimensional diagnostic analysis includes power supply capacity diagnostic analysis, power supply capacity diagnostic analysis, equipment level diagnostic analysis or power supply quality diagnostic analysis;
[0151] When the diagnostic analysis result data is confirmed, the diagnostic analysis result data is published; wherein the diagnostic analysis result data is used to generate operation result data together with the distribution network planning project creation instruction and preset timing section data and typical design tool library.
[0152] In this embodiment, the diagnosis and analysis result data may include: power supply capacity diagnosis and analysis result data, grid structure diagnosis and analysis result data, equipment level diagnosis and analysis result data, and power supply quality diagnosis and analysis result data.
[0153] Specifically, the power supply capacity diagnosis and analysis result data may include the diagnosis and analysis results of the power supply capacity of the distribution network, such as data related to network load, capacity-load ratio, substation load rate, main transformer load rate, transmission line load rate, distribution line load rate, distribution transformer load rate, and average household distribution transformer capacity. The grid structure diagnosis and analysis result data may include the diagnosis and analysis results of the distribution network grid structure, mainly involving data on grid scale statistics, segmented contact situation analysis, wiring pattern recognition, N-1 verification, etc. The equipment level diagnosis and analysis result data may include the diagnosis and analysis results of the distribution network equipment level, mainly involving data on equipment operation years statistics, etc. The power supply quality diagnosis and analysis result data may include the diagnosis and analysis results of the power supply quality of the distribution network, mainly involving data on reliability statistics analysis, distribution transformer power outage event statistics analysis, line power outage event statistics analysis, voltage qualification rate statistics analysis, and area voltage over-limit statistics analysis.
[0154] In this implementation, by conducting multi-dimensional diagnostic analysis, including analysis of power supply capacity, grid structure, equipment level and power supply quality, the operation status and existing problems of the distribution network can be fully understood, which helps to comprehensively optimize the planning and design of the distribution network. Through the output of the diagnostic analysis result data, a list of problems including main transformer overload, line not meeting N-1, and old distribution transformer can be generated to help business personnel quickly identify and solve problems in the distribution network and improve operating efficiency and reliability.
[0155] In some embodiments, before the step of executing a planning operation based at least on the distribution network planning project creation instruction and the preset time series section data and typical design tool library to generate operation result data, the method further includes:
[0156] Receive demand data; wherein the demand data is demand data used to characterize the business expansion user's application and power supply access requirements;
[0157] Perform load forecasting on the demand data to obtain load forecast result data; wherein the load forecast result data is used to generate operation result data together with the distribution network planning project creation instructions and preset time series section data and typical design tool library.
[0158] In this embodiment, the demand data may include: business expansion user application demand data and power access demand data. Business expansion user application demand data is used to record the capacity expansion needs of new users or existing users, including the user's basic information, power load demand, access method, etc., so that power system operators can plan and dispatch. Power access demand data is used to record the demand for new energy power generation projects or other power access, including access capacity, access method, access location and other information, so that power system planners can evaluate the system's acceptance capacity and operation. Load forecasting data can be used to predict power load demand in a certain period of time in the future, including historical load data, development trends, seasonal changes and other information, so as to plan and design the power supply capacity of the power system.
[0159] In this embodiment, load forecasting can be performed in a variety of ways, for example, load forecasting can be performed based on historical data, load forecasting can be performed based on development plans, and load forecasting can also be performed based on load density indicators.
[0160] In this embodiment, accurate load forecasting result data can help planners rationally plan the power supply capacity and equipment configuration of the distribution network, ensure that the system can meet future load demands, improve the power supply reliability and stability of the system, and reduce system operation risks.
[0161] In some embodiments, the method further comprises:
[0162] Based on the preset evaluation index, performing planning target verification on the distribution network planning operation result;
[0163] When the planning target verification is successful, the distribution network planning operation results are included in the project library.
[0164] In this embodiment, the preset evaluation indicators may include: power supply quality, power supply capacity, grid structure, equipment level, etc. For power supply quality, it may be indicators such as voltage stability, frequency stability, harmonic content, etc., which are used to evaluate the power supply quality level of the distribution network. For power supply capacity, it may include indicators such as load acceptance capacity and capacity utilization rate, which are used to evaluate the power supply capacity and carrying capacity of the distribution network. For grid structure, it may include indicators such as line layout, substation configuration, equipment interconnection, etc., which are used to evaluate the structural rationality and reliability of the distribution network. For equipment level, it may include indicators such as equipment replacement, technical level, equipment life, etc., which are used to evaluate the equipment level and modernization degree of the distribution network.
[0165] In this implementation, the server can automatically perform planning target verification operations according to the designed planning target verification algorithm. For example, it can calculate the changes in various indicators, evaluate the effectiveness of the planning project, and determine whether the preset planning target has been achieved. After the verification is completed, the server will generate a verification result report, including the actual effect and quality evaluation of the planning project.
[0166] In this implementation, the function of automatically executing planning target verification can be realized, helping planning project managers and decision makers to timely understand the actual effects of planning projects, guide planning decisions and optimize planning schemes, and improve the quality and effects of planning projects.
[0167] Example 2
[0168] Second, as Figure 4 As shown, based on Example 1, this embodiment provides a distribution network planning operation result generating device, the device comprising:
[0169] A receiving module, which is used to receive a distribution network planning project creation instruction input by a user;
[0170] A planning operation module, which is used to perform planning operations based at least on the distribution network planning project creation instruction and preset time-series section data and a typical design tool library, thereby generating operation result data;
[0171] A calculation module, which is used to use a preset comprehensive cost tool library to perform calculations on the operation result data after the operation result data has been checked for duplicates and verified, so as to obtain the planned project investment data;
[0172] A generation module is used to generate distribution network planning operation results based at least on the operation result data and the planned project investment data.
[0173] Example 3
[0174] In the third aspect, based on Example 1, Figure 5 As shown, this embodiment provides a device, including:
[0175] Memory;
[0176] processor;
[0177] as well as
[0178] Computer programs;
[0179] Wherein, the computer program is stored in the memory and is configured to be executed by the processor to implement a distribution network planning operation result generating method described in Example 1.
[0180] Example 4
[0181] In a fourth aspect, based on Example 1, this embodiment provides a storage medium on which a computer program is stored. When the computer program is executed by a processor, a method for generating distribution network planning operation results described in Example 1 is implemented.
[0182] Example 5
[0183] In a fifth aspect, based on Example 1, this embodiment also provides a computer program product comprising instructions, which, when executed by a computer, enables the computer to execute a method for generating distribution network planning operation results in Example 1.
[0184] It is known from common technical knowledge that the present invention can be implemented by other embodiments that do not deviate from its spirit or essential features. Therefore, the above disclosed embodiments are only illustrative in all respects and are not exclusive. All changes within the scope of the present invention or within the scope equivalent to the present invention are included in the present invention.
[0185] Those skilled in the art will appreciate that embodiments of the present invention may be provided as methods, systems, or computer program products. Therefore, the present invention may take the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware. Moreover, the present invention may take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.
[0186] The present invention is described with reference to flowcharts and / or block diagrams of methods, devices (systems), and computer program products according to embodiments of the present invention. It should be understood that each process and / or block in the flowchart and / or block diagram, as well as the combination of processes and / or blocks in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing device to produce a machine, so that the instructions executed by the processor of the computer or other programmable data processing device generate instructions for implementing the processes in the flowchart and / or block diagram. Figure 1 A process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.
[0187] These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing device to operate in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture including an instruction device, which implements the process Figure 1 A process or multiple processes and / or boxes Figure 1 A function specified in one or more boxes.
[0188] These computer program instructions can also be loaded onto a computer or other programmable data processing device so that a series of operating steps are executed on the computer or other programmable device to produce a computer-implemented process, thereby providing instructions for implementing the process in the computer or other programmable device. Figure 1 A process or multiple processes and / or boxes Figure 1 The steps for the functions specified in one or more boxes.
[0189] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the above embodiments, ordinary technicians in the relevant field should understand that the specific implementation methods of the present invention can still be modified or replaced by equivalents. Any modification or equivalent replacement that does not depart from the spirit and scope of the present invention should be covered within the scope of protection of the claims of the present invention.
Claims
1. A method for generating distribution network planning operation results, characterized in that: The method comprises: Receiving a distribution network planning project generation instruction input by a user; At least based on the distribution network planning project generation instruction and the preset time series section data and typical design tool library, the planning operation is executed to generate operation result data; When the operation result data has been checked for duplicates and verified, a preset comprehensive cost tool library is used to perform calculations on the operation result data to obtain planned project investment data; A distribution network planning operation result is generated based at least on the operation result data and the planned project investment data.
2. The method according to claim 1, characterized in that The time series section data is obtained by the following method: Based on the time-series section cutting task created by the first account, data freezing is performed on the section data; wherein the section data at least includes power grid graphic data, equipment and facility ledger data or topological connection data; Based on the extraction and marking operations of the second account on the cross-sectional data, the frozen cross-sectional data is obtained; wherein the authority of the first account is higher than the authority of the second account; Performing topological analysis and grid analysis based on the topological connection data to obtain data quality evaluation indicators; When the data quality evaluation index meets a preset value, the frozen cross-sectional data is output as time series cross-sectional data.
3. The method according to claim 2, characterized in that The typical design tool library is obtained by the following method: In response to the typical design management task issued by the first account, at least one of the second accounts performs an operation of determining a typical design solution to obtain at least one typical design solution; The typical design tool library is generated based on the at least one typical design solution.
4. The method according to claim 3, characterized in that The comprehensive cost tool library is obtained by the following method: In response to the comprehensive cost management task issued by the first account, at least one of the second accounts determines the comprehensive cost data corresponding to at least one of the typical design solutions; wherein the comprehensive cost management task corresponds to the typical design management task; The comprehensive cost tool library is generated based on the comprehensive cost data corresponding to at least one of the typical design solutions.
5. The method according to claim 1, characterized in that Before the step of executing the planning operation based at least on the distribution network planning project creation instruction and the preset time series section data and typical design tool library to generate operation result data, the method further includes: Based on the preset time-series section data, a multi-dimensional diagnostic analysis is performed on the distribution network to obtain diagnostic analysis result data; wherein the multi-dimensional diagnostic analysis includes power supply capacity diagnostic analysis, power supply capacity diagnostic analysis, equipment level diagnostic analysis or power supply quality diagnostic analysis; When the diagnostic analysis result data is confirmed, the diagnostic analysis result data is published; wherein the diagnostic analysis result data is used to generate operation result data together with the distribution network planning project creation instruction and preset timing section data and typical design tool library.
6. The method according to claim 1, characterized in that Before the step of executing the planning operation based at least on the distribution network planning project creation instruction and the preset time series section data and typical design tool library to generate operation result data, the method further includes: Receive demand data; wherein the demand data is demand data used to characterize the business expansion user's application and power supply access requirements; Perform load forecasting on the demand data to obtain load forecast result data; wherein the load forecast result data is used to generate operation result data together with the distribution network planning project creation instructions and preset time series section data and typical design tool library.
7. The method according to claim 1, characterized in that The method further comprises: Based on the preset evaluation index, performing planning target verification on the distribution network planning operation result; When the planning target verification is successful, the distribution network planning operation results are included in the project library.
8. A distribution network planning operation result generating device, characterized in that: The device comprises: A receiving module, which is used to receive a distribution network planning project creation instruction input by a user; A planning operation module, which is used to perform planning operations based at least on the distribution network planning project creation instruction and preset time-series section data and a typical design tool library, thereby generating operation result data; A calculation module, which is used to use a preset comprehensive cost tool library to perform calculations on the operation result data after the operation result data has been checked for duplicates and verified, so as to obtain the planned project investment data; A generation module is used to generate distribution network planning operation results based at least on the operation result data and the planned project investment data.
9. A device, characterized in that: include: Memory; processor; as well as Computer programs; The computer program is stored in the memory and is configured to be executed by the processor to implement the method according to any one of claims 1 to 7.
10. A storage medium, characterized in that: A computer program is stored thereon, and when the computer program is executed by a processor, the method according to any one of claims 1 to 7 is implemented.
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