Device startup plan generation system and method, storage medium, computer device

Abstract

The present application discloses a device startup plan generation system and method, a storage medium, and a computer device. The system includes: a plan collection module, configured to collect multiple device startup plans and generate a device startup plan knowledge graph based on the device startup plans; a plan storage module, configured to determine multiple device startup plan execution nodes based on the device startup plan knowledge graph, and construct a device startup plan basic database based on the device startup plan execution nodes of the multiple device startup plans; a plan matching module, configured to obtain new power device information, match multiple to-be-combined device startup plan execution nodes based on the new power device information in the device startup plan basic database, and generate a new device startup plan by combining the to-be-combined device startup plan execution nodes; a plan push module, configured to push the new device startup plan to a preset target receiving terminal. It can automatically generate a new device startup plan and improve the commissioning efficiency of new devices.

Description

Technical Field

[0001] The present application relates to the technical field of power engineering, and particularly to a method and device for generating a start-up plan for newly installed equipment, a storage medium, and a computer device. Background Art

[0002] With the rapid development of the economy, the demand for electricity is also growing rapidly, and a large number of infrastructure construction and technical renovation projects are put into production every year. In power grid projects, a start-up plan needs to be compiled before newly added equipment is put into use to verify whether the newly added equipment can be safely put into operation.

[0003] The current method for compiling a start-up plan for newly installed equipment is very backward, mainly relying on personnel experience and completed manually by handwriting. The rules and knowledge systems constructed by experienced compiling personnel cannot be shared or reused, and even disappear with the flow of personnel, thus affecting the smooth completion of the commissioning work. Summary of the Invention

[0004] In view of this, the present application provides a system and method for generating a start-up plan for equipment, a storage medium, and a computer device. The system for generating a start-up plan for equipment includes a plan collection module, a plan warehousing module, a plan matching module, and a plan pushing module; the plan collection module is used to collect multiple equipment start-up plans and generate an equipment start-up plan knowledge graph based on the equipment start-up plans; the plan warehousing module is used to determine multiple equipment start-up plan execution nodes based on the equipment start-up plan knowledge graph and construct a basic database for equipment start-up plans based on the equipment start-up plan execution nodes; the plan matching module is used to obtain newly installed power equipment information, match multiple equipment start-up plan execution nodes to be combined based on the newly installed power equipment information in the basic database for equipment start-up plans, and generate a start-up plan for newly installed equipment based on the equipment start-up plan execution nodes to be combined; the plan pushing module is used to push the start-up plan for newly installed equipment to a preset target receiving terminal. It can automatically generate a start-up plan for newly installed equipment and improve the commissioning efficiency of new equipment.

[0005] According to one aspect of the present application, there is provided a system for generating a start-up plan for equipment, the system comprising:

[0006] A plan collection module, a plan warehousing module, a plan matching module, and a plan pushing module;

[0007] The plan collection module is used to collect multiple equipment start-up plans and generate an equipment start-up plan knowledge graph based on the equipment start-up plans;

[0008] The plan warehousing module is used to determine multiple equipment start-up plan execution nodes based on the equipment start-up plan knowledge graph and construct a basic database for equipment start-up plans based on the equipment start-up plan execution nodes;

[0009] The scheme matching module is used to obtain the information of newly installed power equipment, and in the equipment startup scheme basic database, based on the information of the newly installed power equipment, match multiple equipment startup scheme execution nodes to be combined, and based on the equipment startup scheme execution nodes to be combined, generate a startup scheme for the newly installed equipment;

[0010] The scheme pushing module is used to push the startup scheme of the newly installed equipment to a preset target receiving terminal.

[0011] Optionally, each equipment startup scheme corresponds to its own equipment startup scheme knowledge graph, and the system further includes:

[0012] The scheme matching module is further used to, for any equipment startup scheme execution node to be combined, determine the equipment startup scheme to be matched to which the equipment startup scheme execution node to be combined belongs, and calculate the matching heat index of the equipment startup scheme to be matched based on the matching heat index calculation formula, where the matching heat index calculation formula is:

[0013]

[0014] P q is the matching heat index of the qth equipment startup scheme to be matched, C is the total number of equipment startup scheme execution nodes corresponding to the qth equipment startup scheme to be matched, T q,s is the historical evaluation times of the s-th equipment startup scheme execution node of the qth equipment startup scheme to be matched, V is the total number of equipment startup schemes to be matched, r q,s is the historical confirmed usage times of the s-th equipment startup scheme execution node of the qth equipment startup scheme to be matched, R q is the historical confirmed usage times of the qth equipment startup scheme to be matched, and ZB is the total number of equipment startup schemes that have been historically confirmed to be used in the equipment startup scheme basic database;

[0015] The scheme matching module is further used to, based on the matching heat indices calculated for each equipment startup scheme to be matched, determine at least one confirmed usage equipment startup scheme, and based on the equipment startup scheme execution nodes to be combined in the confirmed usage equipment startup scheme, generate a startup scheme for the newly installed equipment.

[0016] Optionally, the system further includes:

[0017] A solution evaluation module, which is used to calculate the usage index of any newly launched device startup solution based on the device startup solution usage index calculation formula when the solution matching module generates multiple newly launched device startup solutions, and determine the best newly launched device startup solution based on the usage indexes calculated for each newly launched device startup solution. The device startup solution usage index calculation formula is as follows:

[0018]

[0019] U j is the usage index of the j-th newly launched device startup solution, m is the total number of device startup solution execution nodes of the j-th newly launched device startup solution, n j,i is the historical evaluation times of the i-th device startup solution execution node of the j-th newly launched device startup solution, N j,i is the historical evaluation times of the device startup solution to which the i-th device startup solution execution node of the j-th newly launched device startup solution belongs, b j,i is the historical confirmed usage times of the i-th device startup solution execution node of the j-th newly launched device startup solution, B j,i is the historical confirmed usage times of the device startup solution to which the i-th device startup solution execution node of the j-th newly launched device startup solution belongs. ZB is the total number of device startup solutions with historical confirmed usage in the device startup solution basic database, and K is a preset conversion coefficient.

[0020] The solution push module is also used to push the best newly launched device startup solution to a preset target receiving device.

[0021] Optionally, the system further includes:

[0022] The solution collection module is also used to collect newly launched device startup solutions and generate a knowledge graph of newly launched device startup solutions based on the device startup solutions;

[0023] The solution warehousing module is also used to determine multiple device startup solution execution nodes based on the knowledge graph of newly launched device startup solutions and add the device startup solution execution nodes to the device startup solution basic database.

[0024] Optionally, each device startup solution corresponds to its own knowledge graph of device startup solutions. The system further includes:

[0025] The said scheme warehousing module is further configured to, based on the equipment start-up scheme knowledge graph of each equipment start-up scheme, deduplicate the equipment start-up schemes with the same equipment start-up scheme knowledge graph. Among the deduplicated equipment start-up schemes, for any equipment start-up scheme knowledge graph, determine multiple equipment start-up scheme execution nodes based on the equipment start-up scheme knowledge graph, and construct an equipment start-up scheme basic database based on the equipment start-up scheme execution nodes of multiple equipment start-up schemes.

[0026] Optionally, the system further includes:

[0027] A scheme display module, configured to display the new investment equipment start-up scheme on a preset display platform;

[0028] A scheme modification module, configured to receive a scheme modification instruction for the new investment equipment start-up scheme, and modify the new investment equipment start-up scheme based on the scheme modification instruction;

[0029] The said scheme display module is further configured to display the modified new investment equipment start-up scheme on a preset display platform;

[0030] A scheme confirmation module, configured to perform output confirmation on the new investment equipment start-up scheme, and add a confirmation usage identifier to the output-confirmed new investment equipment start-up scheme after the new investment equipment start-up scheme is output-confirmed.

[0031] Optionally, the system further includes:

[0032] A scheme inspection module, configured to receive the inspection result of the new investment equipment scheme;

[0033] The said scheme push module is further configured to, when the verification result of the new investment equipment received by the scheme inspection module is verification passed, push the verified new investment equipment start-up scheme to a preset target receiving terminal.

[0034] According to another aspect of the present application, there is provided a method for generating a new investment equipment start-up scheme, the method including:

[0035] Collect multiple equipment start-up schemes, and generate an equipment start-up scheme knowledge graph based on the equipment start-up schemes;

[0036] Determine multiple equipment start-up scheme execution nodes based on the equipment start-up scheme knowledge graph, and construct an equipment start-up scheme basic database based on the equipment start-up scheme execution nodes;

[0037] Obtain new investment power equipment information, in the equipment start-up scheme basic database, match multiple to-be-combined equipment start-up scheme execution nodes based on the new investment power equipment information, and combine and generate a new investment equipment start-up scheme based on the to-be-combined equipment start-up scheme execution nodes;

[0038] Push the startup plan of the newly installed equipment to the preset target receiving terminal.

[0039] Optionally, each equipment startup plan corresponds to its own equipment startup plan knowledge graph. The method of combining and generating the startup plan of the newly installed equipment based on the execution nodes of the equipment startup plan to be combined includes:

[0040] For any execution node of the equipment startup plan to be combined, determine the equipment startup plan to be matched to which the execution node of the equipment startup plan to be combined belongs, and calculate the matching heat index of the equipment startup plan to be matched based on the matching heat index calculation formula, where the matching heat index calculation formula is:

[0041]

[0042] P q is the matching heat index of the qth equipment startup plan to be matched, C is the total number of equipment startup plan execution nodes corresponding to the qth equipment startup plan to be matched, T q,s is the historical evaluation times of the s-th equipment startup plan execution node of the qth equipment startup plan to be matched, V is the total number of equipment startup plans to be matched, r q,s is the historical confirmed usage times of the s-th equipment startup plan execution node of the qth equipment startup plan to be matched, R q is the historical confirmed usage times of the qth equipment startup plan to be matched, and ZB is the total number of equipment startup plans with historical confirmed usage in the equipment startup plan basic database;

[0043] Based on the matching heat indexes calculated for each equipment startup plan to be matched, determine at least one confirmed usage equipment startup plan, and combine and generate the startup plan of the newly installed equipment based on the execution nodes of the startup plan to be combined in the confirmed usage equipment startup plan.

[0044] Optionally, after combining and generating the startup plan of the newly installed equipment based on the execution nodes of the equipment startup plan to be combined, the method further includes:

[0045] When multiple startup plans of the newly installed equipment are combined and generated, for any startup plan of the newly installed equipment, calculate the usage index of the startup plan of the newly installed equipment based on the equipment startup plan usage index calculation formula, and determine the best startup plan of the newly installed equipment based on the usage indexes calculated for each startup plan of the newly installed equipment, where the equipment startup plan usage index calculation formula is:

[0046]

[0047] U jis the usage index of the start-up plan for the j-th newly installed device, m is the total number of device start-up plan execution nodes of the start-up plan for the j-th newly installed device, and n j,i is the historical evaluation times of the i-th device start-up plan execution node of the start-up plan for the j-th newly installed device, and N j,i is the historical evaluation times of the start-up plan to which the i-th device start-up plan execution node of the start-up plan for the j-th newly installed device belongs, and b j,i is the historical confirmed usage times of the i-th device start-up plan execution node of the start-up plan for the j-th newly installed device, and B j,i is the historical confirmed usage times of the start-up plan to which the i-th device start-up plan execution node of the start-up plan for the j-th newly installed device belongs. ZB is the total number of start-up plans with historical confirmed usage in the device start-up plan basic database, and K is a preset conversion coefficient.

[0048] Correspondingly, the pushing the start-up plan of the newly installed device to the preset target receiving terminal includes:

[0049] Pushing the best start-up plan of the newly installed device to the preset target receiving device.

[0050] Optionally, after generating the start-up plan of the newly installed device by combining based on the execution nodes of the device start-up plan to be combined, the method further includes:

[0051] Collecting the start-up plans of the newly installed device and generating a knowledge graph of the start-up plans of the newly installed device based on the start-up plans;

[0052] Determining multiple execution nodes of the start-up plan of the newly installed device based on the knowledge graph of the start-up plan of the newly installed device, and adding the execution nodes of the start-up plan of the newly installed device to the device start-up plan basic database.

[0053] Optionally, each device start-up plan corresponds to its own knowledge graph of the device start-up plan. Before determining multiple execution nodes of the device start-up plan based on the knowledge graph of the device start-up plan, the method further includes:

[0054] Based on the knowledge graphs of the device start-up plans of each device start-up plan, removing duplicates from the device start-up plans with the same knowledge graph of the device start-up plan.

[0055] Correspondingly, the determining multiple execution nodes of the device start-up plan based on the knowledge graph of the device start-up plan and constructing the device start-up plan basic database based on the execution nodes of the device start-up plan includes:

[0056] In the device startup plan after deduplication processing, for any device startup plan knowledge graph, based on the device startup plan knowledge graph, determine multiple device startup plan execution nodes, and construct a basic database for device startup plans based on the device startup plan execution nodes of multiple device startup plans.

[0057] Optionally, after generating a new device startup plan by combining based on the device startup plan execution nodes to be combined, the method further includes:

[0058] Display the new device startup plan on a preset display platform;

[0059] Receive a plan modification instruction for the new device startup plan, and modify the new device startup plan based on the plan modification instruction;

[0060] Display the modified new device startup plan on a preset display platform;

[0061] Perform output confirmation on the new device startup plan, and after the new device startup plan is output-confirmed, add a confirmation usage identifier to the output-confirmed new device startup plan.

[0062] Optionally, after generating a new device startup plan by combining based on the device startup plan execution nodes to be combined, the method further includes:

[0063] Receive the inspection result of the new device plan;

[0064] When the verification result of the new device is verified to pass, push the verified new device startup plan to a preset target receiving terminal.

[0065] According to another aspect of the present application, there is provided a storage medium, on which a computer program is stored, and when the program is executed by a processor, the above method for generating a new device startup plan is implemented.

[0066] According to still another aspect of the present application, there is provided a computer device, including a storage medium, a processor, and a computer program stored on the storage medium and executable on the processor, and when the processor executes the program, the above method for generating a new device startup plan is implemented.

[0067] With the above technical solution, a device startup plan generation system and method, a storage medium, and a computer device provided by the present application. The device startup plan generation system includes a plan collection module, a plan storage module, a plan matching module, and a plan pushing module. The plan collection module is used to collect multiple device startup plans and generate a device startup plan knowledge graph based on the device startup plans. The plan storage module is used to determine multiple device startup plan execution nodes based on the device startup plan knowledge graph and construct a basic database for device startup plans based on the device startup plan execution nodes. The plan matching module is used to obtain new power device information, match multiple device startup plan execution nodes to be combined based on the new power device information in the basic database for device startup plans, and generate a startup plan for the newly invested device based on the device startup plan execution nodes to be combined. The plan pushing module is used to push the startup plan for the newly invested device to a preset target receiving terminal. It can automatically generate a startup plan for the newly invested device and improve the commissioning efficiency of new devices.

[0068] The above description is only an overview of the technical solution of the present application. In order to be able to understand the technical means of the present application more clearly, it can be implemented according to the content of the specification. And in order to make the above and other purposes, features, and advantages of the present application more obvious and understandable, the following specifically illustrates the specific implementation manners of the present application. BRIEF DESCRIPTION OF THE DRAWINGS

[0069] The drawings described herein are used to provide a further understanding of the present application and form a part of the present application. The schematic embodiments of the present application and their descriptions are used to explain the present application and do not constitute an improper limitation of the present application. In the drawings:

[0070] Figure 1 Shows a schematic diagram of a device startup plan generation system provided by an embodiment of the present application;

[0071] Figure 2 Shows a schematic diagram of another device startup plan generation system provided by an embodiment of the present application;

[0072] Figure 3 Shows a schematic flowchart of a method for generating a startup plan for a newly invested device provided by an embodiment of the present application. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0073] The present application will be described in detail below with reference to the drawings and in combination with embodiments. It should be noted that, without conflict, the embodiments in the present application and the features in the embodiments can be combined with each other.

[0074] In this embodiment, a device startup plan generation system is provided, as Figure 1 shown, the system includes:

[0075] A solution collection module 101, a solution storage module 102, a solution matching module 103, and a solution pushing module 104;

[0076] The solution collection module 101 is configured to collect multiple device startup solutions and generate a device startup solution knowledge graph based on the device startup solutions.

[0077] The solution storage module 102 is configured to determine multiple device startup solution execution nodes based on the device startup solution knowledge graph and construct a basic database for device startup solutions based on the device startup solution execution nodes.

[0078] The solution matching module 103 is configured to obtain new power equipment information, match multiple device startup solution execution nodes to be combined based on the new power equipment information in the basic database for device startup solutions, and generate a startup solution for the new equipment by combining the device startup solution execution nodes to be combined.

[0079] The solution pushing module 104 is configured to push the startup solution for the new equipment to a preset target receiving terminal.

[0080] In the above embodiments of the present application, the solution collection module 101 collects multiple device startup solutions, generates a device startup solution knowledge graph based on the device startup solutions. Then, the solution storage module 102 determines multiple device startup solution execution nodes based on the device startup solution knowledge graph, and constructs a basic database for device startup solutions based on the device startup solution execution nodes. By using the knowledge graph-based method, the way of constructing the basic database for device startup solutions is made more efficient. In particular, when constructing the knowledge graph, each device startup solution has its own corresponding device startup solution knowledge graph. When collecting device startup solutions, the startup solutions of various types of power devices can be collected simultaneously to ensure the data integrity of the basic database for device startup solutions in the later stage. At the same time, the startup solutions of newly developed power devices can be collected regularly and "added" to the basic database for device startup solutions to achieve the "real-time update" of the basic database for device startup solutions. Then, the solution matching module 103 obtains the information of newly installed power devices. The information of newly installed power devices, such as the model parameters or specific device information of the newly installed power device to be put into operation, is used to match multiple device startup solution execution nodes to be combined in the basic database for device startup solutions. Since when constructing the device startup solution knowledge graph from the collected device startup solutions, the device startup solution knowledge graph contains various information (such as the model parameters or specific device information of the power device) and execution processes during the startup of the power device, that is, the "device startup solution execution node", therefore, by obtaining the information of the newly installed power device, the device startup solution execution nodes can be directly matched in the basic database for device startup solutions. At the same time, when the device startup solution execution node is "stored" in the basic database for device startup solutions, it is stored in units of individual device startup solutions. That is, when the required "device startup solution execution node" is matched, it can be known from which device startup solution the matched "device startup solution execution node" comes from, preparing for the subsequent combined solution. Finally, after the solution matching module 103 matches multiple device startup solution execution nodes to be combined based on the information of the newly installed power device, the solution matching module 103 combines and generates a startup solution for the newly installed device. Then, the solution pushing module 104 pushes the startup solution for the newly installed device to a preset target receiving terminal. The preset target receiving terminal can be set as the intelligent terminal (such as mobile phone, computer, etc.) of the staff who is going to put the power device into operation. The preset target receiving terminal can also be changed according to requirements at any time.

[0081] By applying the technical solution of this embodiment, the method of constructing the basic database for device startup solutions is made more efficient through the knowledge graph-based method, while avoiding relying on human experience and manual writing to complete the compilation of startup solutions, and can automatically generate startup solutions for newly installed devices, improving the commissioning efficiency of new devices.

[0082] Optionally, each device startup plan corresponds to its own device startup plan knowledge graph. The plan matching module 103 is further configured to, for any execution node of the device startup plan to be combined, determine the device startup plan to be matched to which the execution node of the device startup plan to be combined belongs, and calculate the matching heat index of the device startup plan to be matched based on the matching heat index calculation formula. The matching heat index calculation formula is as follows:

[0083]

[0084] P q is the matching heat index of the qth device startup plan to be matched, C is the total number of execution nodes of the device startup plan corresponding to the qth device startup plan to be matched, T q,s is the historical evaluation times of the s-th execution node of the qth device startup plan to be matched, V is the total number of device startup plans to be matched, r q,s is the historical confirmed usage times of the s-th execution node of the qth device startup plan to be matched, R q is the historical confirmed usage times of the qth device startup plan to be matched, and ZB is the total number of device startup plans that have been historically confirmed for use in the device startup plan basic database;

[0085] The plan matching module 103 is further configured to determine at least one confirmed usage device startup plan based on the matching heat indexes calculated for each device startup plan to be matched, and generate a new investment device startup plan based on the execution nodes of the startup plan to be combined in the confirmed usage device startup plan.

[0086] In the above embodiments of the present application, each device startup plan to be matched can be preferentially matched according to the matching heat index. The higher the matching index, the more preferentially it is matched. Conversely, it is matched with the corresponding startup plan later. Specifically, for any execution node of the device startup plan to be combined, since in the device startup plan basic database, each execution node of the device startup plan is stored in units of device startup plans, after the execution node of the device startup plan to be combined is matched, the device startup plan to be matched to which the execution node of the device startup plan to be combined belongs can be learned. Then, calculate the matching heat indexes of each device startup plan to be matched, and then determine at least one confirmed usage device startup plan based on the matching heat indexes calculated for each device startup plan to be matched. For example, the top 2 or 3 (the number of top ones can be changed at any time) can be selected as the confirmed usage device startup plan according to the calculated heat matching indexes from high to low, and then a new investment device startup plan is generated based on the execution nodes of the startup plan to be combined in the confirmed usage device startup plan. Among them, T q,sThe historical evaluation count of the s-th device startup plan execution node for the q-th device startup plan to be matched. The historical evaluation count is the number of times the device startup plan execution node is determined as a "device startup plan execution node to be combined" during the matching process of the historical combined plan, r q,s The historical confirmed usage count of the s-th device startup plan execution node for the q-th device startup plan to be matched. The historical confirmed usage count is the number of times the device startup plan execution node is finally used to combine and generate a new investment device startup plan, R q The historical confirmed usage count of the q-th device startup plan to be matched, that is, the number of times the "device startup plan to be matched" to which the "device startup plan execution node to be combined" that has been confirmed to be used belongs is confirmed to be used in history. At the same time, ZB is the total number of device startup plans that have been historically confirmed to be used in the device startup plan basic database.

[0087] By applying the technical solution of this embodiment, by preferentially matching each device startup plan to be matched according to the matching heat index, the matching degree of the newly invested device startup plan combined can be made higher, improving the accuracy.

[0088] Optionally, as Figure 2 described, the system further includes:

[0089] A plan evaluation module 105, which is used to, when the plan matching module 103 combines and generates multiple newly invested device startup plans, for any newly invested device startup plan, calculate the usage index of the newly invested device startup plan based on the device startup plan usage index calculation formula, and determine the best newly invested device startup plan based on the usage indexes calculated for each newly invested device startup plan. Among them, the device startup plan usage index calculation formula is:

[0090]

[0091] U j is the usage index of the j-th newly invested device startup plan, m is the total number of device startup plan execution nodes of the j-th newly invested device startup plan, n j,i is the historical evaluation count of the i-th device startup plan execution node of the j-th newly invested device startup plan, N j,i is the historical evaluation count of the device startup plan to which the i-th device startup plan execution node of the j-th newly invested device startup plan belongs, b j,i is the historical confirmed usage count of the i-th device startup plan execution node of the j-th newly invested device startup plan, B j,i is the historical confirmed usage count of the device startup plan to which the i-th device startup plan execution node of the j-th newly invested device startup plan belongs, ZB is the total number of device startup plans that have been historically confirmed to be used in the device startup plan basic database, and K is a preset conversion coefficient.

[0092] The solution pushing module 104 is further configured to push the optimal new equipment startup solution to a preset target receiving device.

[0093] In the above embodiments of the present application, the new equipment startup solutions can also be evaluated according to the usage index of the new equipment startup solutions. Specifically, when the solution matching module 103 combines and generates multiple new equipment startup solutions, for any new equipment startup solution, the usage index of the new equipment startup solution is calculated based on the equipment startup solution usage index calculation formula. Based on the usage indexes calculated for each new equipment startup solution, the optimal new equipment startup solution is determined. The solution pushing module 104 is further configured to push the optimal new equipment startup solution to a preset target receiving device, where the preset conversion coefficient can be set to 10,000, for example.

[0094] By applying the technical solution of this embodiment, the reference for selecting the equipment startup solution is further provided through the usage index of the new equipment startup solution, making the new equipment startup solution more reasonable. At the same time, through the matching heat index, the new equipment startup solution can be constructed more quickly and efficiently during matching.

[0095] Optionally, the system further includes:

[0096] The solution collection module 101 is further configured to collect new equipment startup solutions and generate a knowledge graph of new equipment startup solutions based on the equipment startup solutions;

[0097] The solution warehousing module 102 is further configured to determine multiple new equipment startup solution execution nodes based on the knowledge graph of new equipment startup solutions and add the new equipment startup solution execution nodes to the equipment startup solution basic database.

[0098] In the above embodiments of the present application, the solution collection module 101 collects new equipment startup solutions and generates a knowledge graph of new equipment startup solutions based on the equipment startup solutions. The solution warehousing module 102 determines multiple new equipment startup solution execution nodes based on the knowledge graph of new equipment startup solutions and adds the new equipment startup solution execution nodes to the equipment startup solution basic database.

[0099] By applying the technical solution of this embodiment, the equipment startup solutions can be obtained through multiple channels via the Internet or entered by the active entry method. At the same time, the newly generated new equipment startup solutions are also entered together, which can realize real-time updating of the equipment startup solution basic database and improve data integrity.

[0100] Optionally, each equipment startup solution corresponds to its own knowledge graph of equipment startup solutions. The system further includes:

[0101] The scheme storage module 102 is further configured to deduplicate the device startup schemes with the same device startup scheme knowledge graph based on the device startup scheme knowledge graph of each device startup scheme. Among the deduplicated device startup schemes, for any device startup scheme knowledge graph, determine multiple device startup scheme execution nodes based on the device startup scheme knowledge graph, and construct a device startup scheme basic database based on the device startup scheme execution nodes of multiple device startup schemes.

[0102] In the above embodiments of the present application, the device startup schemes can be compared, and the duplicate device startup schemes after comparison can be deleted to avoid wasting storage space due to duplicate storage. Specifically, the scheme storage module 102 deduplicates the device startup schemes with the same device startup scheme knowledge graph based on the device startup scheme knowledge graph of each device startup scheme, and among the deduplicated device startup schemes, for any device startup scheme knowledge graph, determines multiple device startup scheme execution nodes based on the device startup scheme knowledge graph, and constructs a device startup scheme basic database based on the device startup scheme execution nodes of multiple device startup schemes.

[0103] By applying the technical solution of this embodiment, by comparing the device startup schemes and deleting the duplicate device startup schemes after comparison, the waste of storage space caused by duplicate storage is avoided.

[0104] Optionally, as Figure 2 shown, the system further includes:

[0105] A scheme display module 106, configured to display the new investment device startup scheme on a preset display platform;

[0106] A scheme modification module 107, configured to receive a scheme modification instruction for the new investment device startup scheme, and modify the new investment device startup scheme based on the scheme modification instruction;

[0107] The scheme display module 106 is further configured to display the modified new investment device startup scheme on a preset display platform;

[0108] A scheme confirmation module 108, configured to perform output confirmation on the new investment device startup scheme, and add a confirmation usage identifier to the output-confirmed new investment device startup scheme after the new investment device startup scheme is output-confirmed.

[0109] In the above embodiments of the present application, by presenting the device startup plan, it can be reviewed by various departments in combination with the analysis and processing results, and at the same time, the device startup plan to be used is determined. If there are any parts of the device startup plan that need to be modified, the parts that need to be modified are modified. Finally, the modified (or unmodified) device startup plan is confirmed, output, and a confirmation usage identifier is added for calculating the usage index or the heat matching index. Specifically, the plan presentation module 106 presents the startup plan of the newly installed device on a preset presentation platform. The plan modification module 107 receives the plan modification instruction for the startup plan of the newly installed device. The plan modification module 107 modifies the startup plan of the newly installed device based on the plan modification instruction. The plan presentation module 106 presents the modified startup plan of the newly installed device on the preset presentation platform. The plan confirmation module 108 outputs and confirms the startup plan of the newly installed device, and after the startup plan of the newly installed device is output and confirmed, a confirmation usage identifier is added to the output and confirmed startup plan of the newly installed device.

[0110] Since there is no intuitive interface display when the startup plan of the newly installed device after being compiled is circulated and signed by departments such as dispatching, planning, and protection, the intuitive commissioning process cannot be shown, which increases the difficulty for relevant personnel to familiarize themselves with and master the commissioning process, thus affecting the smooth completion of the commissioning work. By applying the technical solution of this embodiment, the startup plan of the device can be intuitively displayed after being compiled, making it easier for relevant personnel to familiarize themselves with and master the commissioning process of the new device.

[0111] Optionally, as Figure 2 shown, the system further includes:

[0112] A plan inspection module 109, configured to receive the inspection result of the startup plan of the newly installed device;

[0113] The plan push module 104 is further configured to push the verified startup plan of the newly installed device to a preset target receiving terminal when the verification result of the newly installed device received by the plan inspection module 109 is verification passed.

[0114] In the above embodiments of the present application, the security and feasibility of the device startup plan can be verified. Specifically, the plan inspection module 109 receives the inspection result of the startup plan of the newly installed device. When the verification result of the newly installed device received by the plan inspection module 109 is verification passed, the plan push module 104 pushes the verified startup plan of the newly installed device to a preset target receiving terminal, which can improve the accuracy of the startup plan of the newly installed device.

[0115] By applying the technical solution of this embodiment, the feasibility verification is increased, and the accuracy of the startup plan of the newly installed device is improved.

[0116] Further, an embodiment of the present application provides a method for generating a startup plan for newly installed equipment, as Figure 3 shown, the method includes:

[0117] Step 201, collect multiple equipment startup plans, and generate an equipment startup plan knowledge graph based on the equipment startup plans;

[0118] Step 202, determine multiple equipment startup plan execution nodes based on the equipment startup plan knowledge graph, and construct a basic database for equipment startup plans based on the equipment startup plan execution nodes;

[0119] Step 203, obtain newly installed power equipment information, in the basic database for equipment startup plans, match multiple equipment startup plan execution nodes to be combined based on the newly installed power equipment information, and combine and generate a startup plan for newly installed equipment based on the equipment startup plan execution nodes to be combined;

[0120] Step 204, push the startup plan for newly installed equipment to a preset target receiving terminal.

[0121] Optionally, each equipment startup plan corresponds to its own equipment startup plan knowledge graph. The step of combining and generating a startup plan for newly installed equipment based on the equipment startup plan execution nodes to be combined includes:

[0122] For any equipment startup plan execution node to be combined, determine the equipment startup plan to be matched to which the equipment startup plan execution node to be combined belongs, and calculate the matching heat index of the equipment startup plan to be matched based on the matching heat index calculation formula, where the matching heat index calculation formula is:

[0123]

[0124] P q is the matching heat index of the qth equipment startup plan to be matched, C is the total number of equipment startup plan execution nodes corresponding to the qth equipment startup plan to be matched, T q,s is the historical evaluation times of the sth equipment startup plan execution node of the qth equipment startup plan to be matched, V is the total number of equipment startup plans to be matched, r q,s is the historical confirmed usage times of the sth equipment startup plan execution node of the qth equipment startup plan to be matched, R q is the historical confirmed usage times of the qth equipment startup plan to be matched, and ZB is the total number of equipment startup plans with historical confirmed usage in the basic database for equipment startup plans;

[0125] Based on the matching heat indexes calculated for each device startup plan to be matched, determine at least one confirmed device startup plan, and based on the execution nodes of the startup plans to be combined in the confirmed device startup plan, generate a new device startup plan by combination.

[0126] Optionally, after generating the new device startup plan by combining based on the execution nodes of the startup plans to be combined, the method further includes:

[0127] When multiple new device startup plans are generated by combination, for any new device startup plan, calculate the usage index of the new device startup plan based on the device startup plan usage index calculation formula, and based on the usage indexes calculated for each new device startup plan, determine the best new device startup plan, where the device startup plan usage index calculation formula is:

[0128]

[0129] U j is the usage index of the j-th new device startup plan, m is the total number of execution nodes of the device startup plan of the j-th new device startup plan, n j,i is the historical evaluation times of the i-th execution node of the device startup plan of the j-th new device startup plan, N j,i is the historical evaluation times of the device startup plan to which the i-th execution node of the device startup plan of the j-th new device startup plan belongs, b j,i is the historical confirmed usage times of the i-th execution node of the device startup plan of the j-th new device startup plan, B j,i is the historical confirmed usage times of the device startup plan to which the i-th execution node of the device startup plan of the j-th new device startup plan belongs, ZB is the total number of device startup plans with historical confirmed usage in the device startup plan basic database, and K is a preset conversion coefficient.

[0130] Correspondingly, the pushing the new device startup plan to a preset target receiving terminal includes:

[0131] Push the best new device startup plan to a preset target receiving device.

[0132] Optionally, after generating the new device startup plan by combining based on the execution nodes of the startup plans to be combined, the method further includes:

[0133] Collect the new device startup plans, and generate a knowledge graph of the new device startup plans based on the device startup plans;

[0134] Determine multiple new investment equipment startup plan execution nodes based on the knowledge graph of the new investment equipment startup plan, and add the new investment equipment startup plan execution nodes to the equipment startup plan basic database.

[0135] Optionally, each equipment startup plan corresponds to its own equipment startup plan knowledge graph. Before determining multiple equipment startup plan execution nodes based on the equipment startup plan knowledge graph, the method further includes:

[0136] Based on the equipment startup plan knowledge graphs of each equipment startup plan, perform duplicate removal processing on the equipment startup plans with the same equipment startup plan knowledge graph;

[0137] Correspondingly, determining multiple equipment startup plan execution nodes based on the equipment startup plan knowledge graph and constructing an equipment startup plan basic database based on the equipment startup plan execution nodes includes:

[0138] Among the equipment startup plans after duplicate removal processing, for any equipment startup plan knowledge graph, determine multiple equipment startup plan execution nodes based on the equipment startup plan knowledge graph, and construct an equipment startup plan basic database based on the equipment startup plan execution nodes of multiple equipment startup plans.

[0139] Optionally, after combining and generating a new investment equipment startup plan based on the execution nodes of the equipment startup plans to be combined, the method further includes:

[0140] Display the new investment equipment startup plan on a preset display platform;

[0141] Receive a plan modification instruction for the new investment equipment startup plan, and modify the new investment equipment startup plan based on the plan modification instruction;

[0142] Display the modified new investment equipment startup plan on a preset display platform;

[0143] Perform output confirmation on the new investment equipment startup plan, and after the new investment equipment startup plan is output confirmed, add a confirmation usage identifier to the output confirmed new investment equipment startup plan.

[0144] Optionally, after combining and generating a new investment equipment startup plan based on the execution nodes of the equipment startup plans to be combined, the method further includes:

[0145] Receive the inspection result of the new investment equipment plan;

[0146] When the verification result of the new investment equipment is verification passed, push the new investment equipment startup plan with verification passed to a preset target receiving terminal.

[0147] Based on the above as Figure 3The method described above, correspondingly, an embodiment of the present application further provides a storage medium, on which a computer program is stored. When the computer program is executed by a processor, it implements the above-mentioned new investment device startup plan generation method as Figure 3 shown.

[0148] Based on such understanding, the technical solution of the present application can be embodied in the form of a software product. The software product can be stored in a non-volatile storage medium (which can be a CD-ROM, USB flash drive, mobile hard disk, etc.), and includes several instructions for causing a computer device (which can be a personal computer, server, or network device, etc.) to execute the methods described in various implementation scenarios of the present application.

[0149] Based on the above method as Figure 3 shown, in order to achieve the above object, an embodiment of the present application further provides a computer device, which can specifically be a personal computer, server, network device, etc. The computer device includes a storage medium and a processor; the storage medium is used to store a computer program; the processor is used to execute the computer program to implement the above-mentioned new investment device startup plan generation method as Figure 3 shown.

[0150] Optionally, the computer device may further include a user interface, a network interface, a camera, a radio frequency (RF) circuit, sensors, an audio circuit, a WI-FI module, etc. The user interface may include a display screen (Display), an input unit such as a keyboard (Keyboard), etc. Optionally, the user interface may further include a USB interface, a card reader interface, etc. The network interface may optionally include a standard wired interface, a wireless interface (such as a Bluetooth interface, a WI-FI interface), etc.

[0151] Those skilled in the art can understand that the structure of a computer device provided in this embodiment does not limit the computer device, and it may include more or fewer components, or combine some components, or have different component arrangements.

[0152] The storage medium may further include an operating system and a network communication module. The operating system is a program for managing and saving the hardware and software resources of the computer device, and supports the operation of information processing programs and other software and / or programs. The network communication module is used to implement communication between components inside the storage medium, and communication between the storage medium and other hardware and software in the entity device.

[0153] Through the description of the above embodiments, those skilled in the art can clearly understand that the present application can be implemented by means of software plus a necessary general hardware platform, or can be implemented through a hardware implementation solution. A scheme collection module is used to collect multiple device startup schemes and generate a device startup scheme knowledge graph based on the device startup schemes; a scheme storage module is used to determine multiple device startup scheme execution nodes based on the device startup scheme knowledge graph, and construct a device startup scheme basic database based on the device startup scheme execution nodes of the multiple device startup schemes; a scheme matching module is used to obtain new power equipment information, and in the device startup scheme basic database, match multiple device startup scheme execution nodes to be combined based on the new power equipment information, and generate a new device startup scheme by combining the device startup scheme execution nodes to be combined; a scheme push module is used to push the new device startup scheme to a preset target receiving terminal. It can automatically generate a new device startup scheme and improve the commissioning efficiency of new equipment.

[0154] Those skilled in the art can understand that the drawings are only schematic diagrams of a preferred implementation scenario, and the modules or processes in the drawings are not necessarily essential for implementing the present application. Those skilled in the art can understand that the modules in the device in the implementation scenario can be distributed in the device in the implementation scenario according to the description of the implementation scenario, or can be correspondingly changed and located in one or more devices different from this implementation scenario. The modules in the above implementation scenario can be combined into one module, or further split into multiple sub-modules.

[0155] The above serial numbers of the present application are only for description and do not represent the advantages or disadvantages of the implementation scenarios. The above disclosure is only several specific implementation scenarios of the present application. However, the present application is not limited thereto, and any change that can be thought of by those skilled in the art should fall within the protection scope of the present application.

Claims

1. A device startup scheme generation system, characterized in that The system includes: a solution collection module, a solution storage module, a solution matching module, a solution pushing module, and a solution evaluation module; the solution collection module is used to collect multiple device startup solutions and generate a device startup solution knowledge graph based on the device startup solutions; the solution storage module is used to determine multiple device startup solution execution nodes based on the device startup solution knowledge graph and construct a basic database for device startup solutions based on the device startup solution execution nodes; the solution matching module is used to obtain new power equipment information, match multiple device startup solution execution nodes to be combined based on the new power equipment information in the basic database for device startup solutions, and generate a startup solution for the newly invested device based on the device startup solution execution nodes to be combined; the solution pushing module is used to push the startup solution for the newly invested device to a preset target receiving terminal; when the solution matching module generates multiple startup solutions for the newly invested device, the solution evaluation module is used to calculate the usage index of any startup solution for the newly invested device based on the device startup solution usage index calculation formula for any startup solution for the newly invested device, and determine the best startup solution for the newly invested device based on the usage indices calculated for each startup solution for the newly invested device, where the device startup solution usage index calculation formula is: U j is the usage index of the start-up plan for the j-th newly installed device, m is the total number of device start-up plan execution nodes of the start-up plan for the j-th newly installed device, n j,i is the historical evaluation times of the i-th device start-up plan execution node of the start-up plan for the j-th newly installed device, N j,i is the historical evaluation times of the start-up plan to which the i-th device start-up plan execution node of the start-up plan for the j-th newly installed device belongs, b j,i is the historical confirmed usage times of the i-th device start-up plan execution node of the start-up plan for the j-th newly installed device, B j,i is the historical confirmed usage times of the start-up plan to which the i-th device start-up plan execution node of the start-up plan for the j-th newly installed device belongs, ZB is the total number of start-up plans with historical confirmed usage in the device start-up plan basic database, and K is a preset conversion coefficient; the solution pushing module is also used to push the best startup solution for the newly invested device to a preset target receiving device.

2. The system according to claim 1, characterized in that Each device startup solution corresponds to its own device startup solution knowledge graph, and the system further includes: the solution matching module is also used to determine the device startup solution to be matched to which the device startup solution execution node to be combined belongs, and calculate the matching heat index of the device startup solution to be matched based on the matching heat index calculation formula, where the matching heat index calculation formula is: P q is the matching heat index for the q-th device startup plan to be matched, C is the total number of device startup plan execution nodes corresponding to the q-th device startup plan to be matched, T q,s is the historical evaluation times of the s-th device startup plan execution node of the q-th device startup plan to be matched, V is the total number of device startup plans to be matched, r q,s is the historical confirmed usage times of the s-th device startup plan execution node of the q-th device startup plan to be matched, R q is the historical confirmed usage times of the q-th device startup plan to be matched, ZB is the total number of device startup plans with historical confirmed usage in the device startup plan basic database; the solution matching module is also used to determine at least one confirmed usage device startup solution based on the matching heat indices calculated for each device startup solution to be matched, and generate a startup solution for the newly invested device based on the device startup solution execution nodes to be combined in the confirmed usage device startup solution.

3. The system according to claim 1, wherein The system further includes: the solution collection module is also used to collect startup solutions for the newly invested device and generate a startup solution knowledge graph for the newly invested device based on the device startup solutions; the solution storage module is also used to determine multiple startup solution execution nodes for the newly invested device based on the startup solution knowledge graph for the newly invested device and add the startup solution execution nodes for the newly invested device to the basic database for device startup solutions.

4. The system according to claim 1, wherein Each device startup solution corresponds to its own device startup solution knowledge graph, and the system further includes: The described solution warehousing module is further configured to deduplicate device startup solutions with the same device startup solution knowledge graph based on the device startup solution knowledge graphs of each device startup solution. Among the deduplicated device startup solutions, for any device startup solution knowledge graph, determine multiple device startup solution execution nodes based on the device startup solution knowledge graph, and construct a device startup solution basic database based on the device startup solution execution nodes of multiple device startup solutions.

5. The system according to claim 1, characterized in that, The system further includes: A solution display module, configured to display the newly installed device startup solution on a preset display platform; A solution modification module, configured to receive a solution modification instruction for the newly installed device startup solution, and modify the newly installed device startup solution based on the solution modification instruction; The described solution display module is further configured to display the modified newly installed device startup solution on a preset display platform; A solution confirmation module, configured to perform output confirmation on the newly installed device startup solution, and add a confirmation usage identifier to the output-confirmed newly installed device startup solution after the newly installed device startup solution is output-confirmed.

6. The system according to claim 1, wherein The system further includes: A solution inspection module, configured to receive the inspection result of the newly installed device solution; The described solution push module is further configured to, when the verification result of the newly installed device received by the solution inspection module is verification passed, push the verified newly installed device startup solution to a preset target receiving terminal.

7. A method for generating a startup plan for new investment equipment, characterized in that, The method includes: Collect multiple device startup solutions, and generate a device startup solution knowledge graph based on the device startup solutions; Determine multiple device startup solution execution nodes based on the device startup solution knowledge graph, and construct a device startup solution basic database based on the device startup solution execution nodes; Obtain the information of the newly installed power equipment, and in the device startup solution basic database, match multiple device startup solution execution nodes to be combined based on the information of the newly installed power equipment, and generate a newly installed device startup solution based on the device startup solution execution nodes to be combined; Push the newly installed device startup solution to a preset target receiving terminal; When the solution matching module generates multiple newly installed device startup solutions, for any newly installed device startup solution, calculate the usage index of the newly installed device startup solution based on the device startup solution usage index calculation formula, and determine the best newly installed device startup solution based on the usage indexes calculated for each newly installed device startup solution, where the device startup solution usage index calculation formula is: U j is the usage index of the start-up plan for the j-th newly invested device, m is the total number of device start-up plan execution nodes of the start-up plan for the j-th newly invested device, n j,i is the historical evaluation times of the i-th device start-up plan execution node of the start-up plan for the j-th newly invested device, N j,i is the historical evaluation times of the start-up plan to which the i-th device start-up plan execution node of the start-up plan for the j-th newly invested device belongs, b j,i is the historical confirmed usage times of the i-th device start-up plan execution node of the start-up plan for the j-th newly invested device, B j,i is the historical confirmed usage times of the start-up plan to which the i-th device start-up plan execution node of the start-up plan for the j-th newly invested device belongs, ZB is the total number of start-up plans with historical confirmed usage in the device start-up plan basic database, and K is a preset conversion coefficient; Push the best newly installed device startup solution to a preset target receiving device.

8. A storage medium having a computer program stored thereon, characterized in that, When the computer program is executed by a processor, it implements the method for generating a newly installed device startup solution described in claim 7.

9. A computer device, comprising a storage medium, a processor, and a computer program stored on the storage medium and executable on the processor, characterized in that, When the processor executes the computer program, it implements the method for generating a newly installed device startup solution described in claim 7.

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