Equipment starting scheme generation system and method, storage medium and computer equipment

Abstract

The invention discloses an equipment starting scheme generation system and method, a storage medium and computer equipment, and the system comprises a scheme collection module which is used for collecting a plurality of equipment starting schemes and generating an equipment starting scheme knowledge graph based on the equipment starting schemes; the scheme storage module is used for determining a plurality of equipment starting scheme execution nodes based on the equipment starting scheme knowledge graph, and constructing an equipment starting scheme basic database based on the equipment starting scheme execution nodes of the plurality of equipment starting schemes; the scheme matching module is used for acquiring information of newly-put power equipment, performing matching based on the information of the newly-put power equipment in the equipment starting scheme basic database to obtain a plurality of to-be-combined equipment starting scheme execution nodes, and generating a newly-put equipment starting scheme based on combination of the to-be-combined equipment starting scheme execution nodes; and the scheme pushing module is used for pushing the newly-input equipment starting scheme to a preset target receiving terminal. The starting scheme of the new equipment can be automatically generated, and the operation efficiency of the new equipment is improved.

Description

Technical Field

[0001] The present application relates to the field of electric power engineering technology, and in particular to a method and device for generating a startup plan for a new device, 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 and technical transformation projects are put into operation every year. In power grid projects, before the newly added equipment is put into use, a startup plan must be prepared to verify whether the newly added equipment can be safely put into operation.

[0003] The current method for compiling startup plans for new equipment is very backward. It mainly relies on personnel experience and is completed manually. The rules and knowledge system constructed by experienced compilers cannot be shared or reused, and may even disappear with the flow of personnel, which in turn affects the smooth completion of the commissioning work. Summary of the invention

[0004] In view of this, the present application provides a device startup scheme generation system and method, storage medium, and computer equipment. The device startup scheme generation system includes a scheme collection module, a scheme storage module, a scheme matching module, and a scheme matching module; the scheme collection module is used to collect multiple device startup schemes and generate a device startup scheme knowledge graph based on the device startup scheme; the scheme storage module is used to determine multiple device startup scheme execution nodes based on the device startup scheme knowledge graph, and build a device startup scheme basic database based on the device startup scheme execution nodes; the scheme matching module is used to obtain the information of the newly invested power equipment, and in the device startup scheme basic database, multiple device startup scheme execution nodes to be combined are obtained based on the newly invested power equipment information matching, and the newly invested device startup scheme execution nodes are combined to generate the newly invested device startup scheme based on the newly invested power equipment startup scheme execution nodes; the scheme push module is used to push the newly invested device startup scheme to the preset target receiving terminal. It can automatically generate the startup scheme of the newly invested equipment and improve the efficiency of the new equipment commissioning.

[0005] According to one aspect of the present application, a device startup scheme generation system is provided, the system comprising:

[0006] Solution collection module, solution storage module, solution matching module and solution push module;

[0007] The 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;

[0008] The solution storage module is used to determine multiple device startup solution execution nodes based on the device startup solution knowledge graph, and build a device startup solution basic database based on the device startup solution execution nodes;

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

[0010] The solution pushing module is used to push the startup solution of the new device to the preset target receiving terminal.

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

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

[0013]

[0014] P q is the matching heat index of the qth device startup plan to be matched, C is the total number of device startup plan execution nodes corresponding to the qth device startup plan to be matched, T q,s is the historical evaluation times of the execution node of the sth device startup scheme of the qth device startup scheme to be matched, V is the total number of device startup schemes to be matched, r q,s is the historical confirmation usage count of the sth device startup plan execution node of the qth device startup plan to be matched, R q is the number of times the qth device startup scheme to be matched has been used in history, and ZB is the total number of device startup schemes that have been used in history in the device startup scheme basic database;

[0015] The scheme matching module is also used to determine at least one confirmed device startup scheme based on the matching heat index calculated for each device startup scheme to be matched, and to combine and generate a new device startup scheme based on the execution nodes of the startup schemes to be combined in the confirmed device startup schemes.

[0016] Optionally, the system further comprises:

[0017] The scheme evaluation module is used for calculating the usage index of any new equipment startup scheme based on the equipment startup scheme usage index calculation formula when the scheme matching module generates multiple new equipment startup schemes in combination, and determining the best new equipment startup scheme based on the usage index calculated for each new equipment startup scheme, wherein the equipment startup scheme usage index calculation formula is:

[0018]

[0019] U j is the usage index of the jth newly invested device startup plan, m is the total number of device startup plan execution nodes of the jth newly invested device startup plan, and n j,i N is the number of historical evaluations of the execution node of the ith device startup plan of the jth newly invested device startup plan, j,i is the historical evaluation times of the device startup plan of the i-th device startup plan execution node of the j-th newly invested device startup plan, b j,i is the historical confirmation usage count of the execution node of the i-th device startup plan of the j-th newly invested device startup plan, B j,i is the historical confirmed usage count of the device startup scheme to which the i-th device startup scheme execution node of the j-th newly invested device startup scheme belongs, ZB is the total number of device startup schemes historically confirmed and used in the device startup scheme basic database, and K is the preset conversion coefficient.

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

[0021] Optionally, the system further comprises:

[0022] The scheme collection module is further used to collect startup schemes for new equipment and generate a knowledge graph of startup schemes for new equipment based on the startup schemes for the equipment;

[0023] The solution storage module is also used to determine multiple new equipment startup solution execution nodes based on the new equipment startup solution knowledge graph, and add the new equipment startup solution execution nodes to the equipment startup solution basic database.

[0024] Optionally, each device startup scheme corresponds to its own device startup scheme knowledge graph, and the system further includes:

[0025] The scheme storage module is also used to deduplicate device startup schemes having the same device startup scheme knowledge graph based on the device startup scheme knowledge graph of each device startup scheme. In the device startup schemes after deduplication, for any device startup scheme knowledge graph, multiple device startup scheme execution nodes are determined based on the device startup scheme knowledge graph, and a device startup scheme basic database is constructed based on the device startup scheme execution nodes of the multiple device startup schemes.

[0026] Optionally, the system further comprises:

[0027] The solution display module is used to display the startup solution of the newly invested equipment on the preset display platform;

[0028] A scheme modification module, used to receive a scheme modification instruction of a startup scheme of a new device, and modify the startup scheme of the new device based on the scheme modification instruction;

[0029] The scheme display module is also used to display the modified new equipment startup scheme on a preset display platform;

[0030] The scheme confirmation module is used to output and confirm the startup scheme of the new equipment, and after the startup scheme of the new equipment is output and confirmed, add a confirmation use mark to the output confirmed startup scheme of the new equipment.

[0031] Optionally, the system further comprises:

[0032] The solution verification module is used to receive the verification results of the new equipment solution;

[0033] The solution pushing module is also used to push the verified new device startup solution to a preset target receiving terminal when the verification result of the new device received by the solution checking module is verified to be passed.

[0034] According to another aspect of the present application, a method for generating a startup plan for a new device is provided, the method comprising:

[0035] Collect multiple device startup schemes, and generate a device startup scheme knowledge graph based on the device startup schemes;

[0036] Determine multiple device startup scheme execution nodes based on the device startup scheme knowledge graph, and build a device startup scheme basic database based on the device startup scheme execution nodes;

[0037] Acquire the information of the newly invested power equipment, obtain multiple execution nodes of the equipment startup scheme to be combined based on the information of the newly invested power equipment in the equipment startup scheme basic database, and generate the startup scheme of the newly invested equipment based on the execution nodes of the equipment startup scheme to be combined;

[0038] Push the startup plan of the new device to the preset target receiving terminal.

[0039] Optionally, each device startup scheme corresponds to its own device startup scheme knowledge graph, and the execution node of the device startup scheme to be combined to generate a new device startup scheme comprises:

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

[0041]

[0042] P q is the matching heat index of the qth device startup plan to be matched, C is the total number of device startup plan execution nodes corresponding to the qth device startup plan to be matched, T q,s is the historical evaluation times of the execution node of the sth device startup scheme of the qth device startup scheme to be matched, V is the total number of device startup schemes to be matched, r q,s is the historical confirmation usage count of the sth device startup plan execution node of the qth device startup plan to be matched, R q is the number of times the qth device startup scheme to be matched has been used in history, and ZB is the total number of device startup schemes that have been used in history in the device startup scheme basic database;

[0043] Based on the matching heat index calculated for each device startup scheme to be matched, at least one confirmed device startup scheme is determined, and based on the startup scheme execution nodes to be combined in the confirmed device startup scheme, a new device startup scheme is generated by combination.

[0044] Optionally, after the execution node based on the startup scheme of the device to be combined is combined to generate a startup scheme for a new device, the method further includes:

[0045] When multiple new equipment startup plans are generated in combination, for any new equipment startup plan, the usage index of the new equipment startup plan is calculated based on the equipment startup plan usage index calculation formula, and the best new equipment startup plan is determined based on the usage index calculated for each new equipment startup plan, wherein the equipment startup plan usage index calculation formula is:

[0046]

[0047] U jis the usage index of the jth newly invested device startup plan, m is the total number of device startup plan execution nodes of the jth newly invested device startup plan, and n j,i N is the number of historical evaluations of the execution node of the ith device startup plan of the jth newly invested device startup plan, j,i is the historical evaluation times of the device startup plan of the i-th device startup plan execution node of the j-th newly invested device startup plan, b j,i is the historical confirmation usage count of the execution node of the i-th device startup plan of the j-th newly invested device startup plan, B j,i is the historical confirmed usage count of the device startup scheme to which the i-th device startup scheme execution node of the j-th newly invested device startup scheme belongs, ZB is the total number of device startup schemes historically confirmed and used in the device startup scheme basic database, and K is the preset conversion coefficient.

[0048] Accordingly, the step of pushing the new device startup plan to the preset target receiving terminal includes:

[0049] Push the best startup plan for new devices to the preset target receiving devices.

[0050] Optionally, after the execution node based on the startup scheme of the device to be combined is combined to generate a startup scheme for a new device, the method further includes:

[0051] Collect startup plans for new equipment, and generate a knowledge graph of startup plans for new equipment based on the startup plans for the equipment;

[0052] Based on the knowledge graph of the new equipment startup plan, multiple new equipment startup plan execution nodes are determined, and the new equipment startup plan execution nodes are added to the equipment startup plan basic database.

[0053] Optionally, each device startup scheme corresponds to its own device startup scheme knowledge graph, and before determining multiple device startup scheme execution nodes based on the device startup scheme knowledge graph, the method further includes:

[0054] Based on the device startup scheme knowledge graph of each device startup scheme, the device startup schemes with the same device startup scheme knowledge graph are deduplicated.

[0055] Accordingly, the determining of a plurality of device startup scheme execution nodes based on the device startup scheme knowledge graph and the building of a device startup scheme basic database based on the device startup scheme execution nodes include:

[0056] In the device startup scheme after deduplication processing, for any device startup scheme knowledge graph, multiple device startup scheme execution nodes are determined based on the device startup scheme knowledge graph, and a device startup scheme basic database is constructed based on the device startup scheme execution nodes of the multiple device startup schemes.

[0057] Optionally, after the execution node based on the startup scheme of the device to be combined is combined to generate a startup scheme for a new device, the method further includes:

[0058] Display the startup plan of the new equipment on the preset display platform;

[0059] receiving a scheme modification instruction of a startup scheme of a new device, and modifying the startup scheme of the new device based on the scheme modification instruction;

[0060] Display the modified startup plan of the new equipment on the preset display platform;

[0061] The startup plan for the new equipment is output confirmed, and after the startup plan for the new equipment is output confirmed, a confirmation use mark is added to the output confirmed startup plan for the new equipment.

[0062] Optionally, after the execution node based on the startup scheme of the device to be combined is combined to generate a startup scheme for a new device, the method further includes:

[0063] Receive inspection results of new equipment plans;

[0064] When the verification result of the newly invested device is passed, the startup plan of the newly invested device that passes the verification is pushed to the preset target receiving terminal.

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

[0066] According to another aspect of the present application, a computer device is provided, including a storage medium, a processor, and a computer program stored on the storage medium and executable on the processor, wherein the processor implements the above-mentioned method for generating a startup plan for a newly invested device when executing the program.

[0067] By means of the above technical scheme, the present application provides a device startup scheme generation system and method, storage medium, and computer equipment. The device startup scheme generation system includes a scheme collection module, a scheme storage module, a scheme matching module, and a scheme matching module; the scheme collection module is used to collect multiple device startup schemes and generate a device startup scheme knowledge graph based on the device startup scheme; the scheme storage module is used to determine multiple device startup scheme execution nodes based on the device startup scheme knowledge graph, and build a device startup scheme basic database based on the device startup scheme execution nodes; the scheme matching module is used to obtain the information of the newly invested power equipment, and in the device startup scheme basic database, multiple device startup scheme execution nodes to be combined are obtained based on the newly invested power equipment information matching, and the newly invested device startup scheme execution nodes are combined to generate the newly invested device startup scheme based on the newly invested power equipment information; the scheme push module is used to push the newly invested device startup scheme to the preset target receiving terminal. It can automatically generate the startup scheme of the newly invested equipment and improve the efficiency of the commissioning of the new equipment.

[0068] The above description is only an overview of the technical solution of the present application. In order to more clearly understand the technical means of the present application, it can be implemented in accordance with the contents of the specification. In order to make the above and other purposes, features and advantages of the present application more obvious and easy to understand, the specific implementation methods of the present application are listed below. BRIEF DESCRIPTION OF THE DRAWINGS

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

[0070] Figure 1 A schematic diagram of a device startup solution generation system provided in an embodiment of the present application is shown;

[0071] Figure 2 A schematic diagram of another device startup solution generation system provided in an embodiment of the present application is shown;

[0072] Figure 3 A schematic diagram of a process for generating a startup plan for a new device provided in an embodiment of the present application is shown. DETAILED DESCRIPTION

[0073] The present application 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 application can be combined with each other without conflict.

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

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

[0076] The solution collection module 101 is used 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 used to determine multiple device startup solution execution nodes based on the device startup solution knowledge graph, and build a device startup solution basic database based on the device startup solution execution nodes.

[0078] The scheme matching module 103 is used to obtain the information of the newly invested power equipment, and obtain multiple equipment startup scheme execution nodes to be combined based on the newly invested power equipment information in the equipment startup scheme basic database, and combine and generate the new equipment startup scheme based on the equipment startup scheme execution nodes to be combined.

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

[0080] In the above embodiment of the present application, the scheme collection module 101 collects multiple equipment startup schemes, generates a knowledge graph of equipment startup schemes based on the equipment startup schemes, and then, the scheme storage module 102 determines multiple equipment startup scheme execution nodes based on the equipment startup scheme knowledge graph, and constructs a basic database of equipment startup schemes based on the equipment startup scheme execution nodes. The method of constructing a basic database of equipment startup schemes is faster by using a method based on a knowledge graph. In particular, when constructing a knowledge graph, each equipment startup scheme has its own corresponding equipment startup scheme knowledge graph, and when collecting equipment startup schemes, equipment startup schemes of various types of power equipment can be collected at the same time to ensure the data integrity of the basic database of equipment startup schemes in the later stage. At the same time, equipment startup schemes of new types of power equipment can also be collected regularly, and "added" to the basic database of equipment startup schemes to achieve "real-time update" of the basic database of equipment startup schemes. Then, the scheme matching module 103 obtains the information of newly invested power equipment, such as the model parameters or specific equipment information of the new power equipment to be put into operation, etc., which is used to match multiple execution nodes of equipment startup schemes to be combined based on the newly invested power equipment information in the basic database of equipment startup schemes. When the collected equipment startup plans are constructed into an equipment startup plan knowledge graph, the equipment startup plan knowledge graph contains various information when the power equipment is started (model parameters of the power equipment or specific equipment information, etc.) and the execution process, that is, the "equipment startup plan execution node". Therefore, by obtaining the information of the newly invested power equipment, each equipment startup plan execution node can be directly matched in the equipment startup plan basic database. At the same time, when the equipment startup plan execution node is "stored" in the equipment startup plan basic database, it is also stored in units of a single equipment startup plan, that is, when the required "equipment startup plan execution node" is matched, it can be learned which equipment startup plan the matched "equipment startup plan execution node" comes from, so as to prepare for the subsequent combination plan. Finally, after the scheme matching module 103 obtains multiple startup scheme execution nodes for the equipment to be combined based on the information matching of the newly invested power equipment, the scheme matching module 103 combines and generates a startup scheme for the newly invested equipment based on the startup scheme execution nodes of each equipment to be combined. Then, the scheme pushing module 104 pushes the startup scheme for the newly invested equipment to the preset target receiving terminal. The preset target receiving terminal can be set to the smart terminal (mobile phone, computer, etc.) of the staff who are preparing to put the power equipment into operation. The preset target receiving terminal can also be changed at any time according to needs.

[0081] By applying the technical solution of this embodiment, the method of building a basic database of equipment startup plans is made faster through a knowledge graph-based approach, while avoiding reliance on human experience and handwriting to complete the preparation of startup plans. It can automatically generate startup plans for new equipment and improve the efficiency of putting new equipment into operation.

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

[0083]

[0084] P q is the matching heat index of the qth device startup plan to be matched, C is the total number of device startup plan execution nodes corresponding to the qth device startup plan to be matched, T q,s is the historical evaluation times of the execution node of the sth device startup scheme of the qth device startup scheme to be matched, V is the total number of device startup schemes to be matched, r q,s is the historical confirmation usage count of the sth device startup plan execution node of the qth device startup plan to be matched, R q is the number of times the qth device startup scheme to be matched has been used in history, and ZB is the total number of device startup schemes that have been used in history in the device startup scheme basic database;

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

[0086] In the above embodiment of the present application, each device startup scheme to be matched can be preferentially matched according to the matching heat index. The higher the matching index, the higher the matching priority. Conversely, the corresponding startup scheme is matched later. Specifically, the scheme matching module 103 targets any device startup scheme execution node to be combined. Since each device startup scheme execution node is stored in the device startup scheme basic database in units of device startup schemes, after matching the device startup scheme execution node to be combined, the device startup scheme to be matched to which the device startup scheme execution node to be combined belongs can be obtained. Then, the matching heat index of each device startup scheme to be matched is calculated. Then, based on the matching heat index calculated for each device startup scheme to be matched, at least one confirmed device startup scheme is determined. For example, the top 2 or 3 (the top few can be changed at any time) can be ranked from high to low according to the calculated heat matching index as the confirmed device startup scheme. Then, based on the startup scheme execution node to be combined in the confirmed device startup scheme, a new device startup scheme is generated. Among them, T q,sis the number of historical evaluations of the sth device startup solution execution node of the qth device startup solution to be matched. The number of historical evaluations is the number of times the device startup solution execution node is determined as the “device startup solution execution node to be combined” during the matching process of historical combination solutions. q,s is the historical confirmation usage count of the sth device startup plan execution node of the qth device startup plan to be matched. The historical confirmation usage count is the number of times the device startup plan execution node is finally used to combine and generate a new device startup plan. q It is the number of times the qth device startup scheme to be matched has been used in history, that is, the number of times the "device startup scheme to be matched" to which the "device startup scheme execution node to be combined" belongs has been confirmed to be used in history. At the same time, ZB is the total number of device startup schemes that have been historically confirmed to be used in the device startup scheme basic database.

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

[0088] Alternatively, if Figure 2 Said system further comprises:

[0089] The scheme evaluation module 105 is used to calculate the usage index of any new equipment startup scheme based on the equipment startup scheme usage index calculation formula when the scheme matching module 103 generates multiple new equipment startup schemes in combination, and determine the best new equipment startup scheme based on the usage index calculated for each new equipment startup scheme, wherein the equipment startup scheme usage index calculation formula is:

[0090]

[0091] U j is the usage index of the jth newly invested device startup plan, m is the total number of device startup plan execution nodes of the jth newly invested device startup plan, and n j,i N is the number of historical evaluations of the execution node of the ith device startup plan of the jth newly invested device startup plan, j,i is the historical evaluation times of the device startup plan of the i-th device startup plan execution node of the j-th newly invested device startup plan, b j,i is the historical confirmation usage count of the execution node of the i-th device startup plan of the j-th newly invested device startup plan, B j,i is the historical confirmed usage count of the device startup scheme to which the i-th device startup scheme execution node of the j-th newly invested device startup scheme belongs, ZB is the total number of device startup schemes historically confirmed and used in the device startup scheme basic database, and K is the preset conversion coefficient.

[0092] The solution pushing module 104 is also used to push the best new device startup solution to a preset target receiving device.

[0093] In the above-mentioned embodiment of the present application, each new device startup plan can also be evaluated according to the usage index of the new device startup plan. Specifically, when the plan matching module 103 combines and generates multiple new device startup plans, the plan evaluation module 105 calculates the usage index of the new device startup plan based on the device startup plan usage index calculation formula for any new device startup plan, and determines the best new device startup plan based on the usage index calculated for each new device startup plan. The plan push module 104 is also used to push the best new device startup plan to a preset target receiving device, wherein the preset conversion coefficient can be set to 10000, for example.

[0094] By applying the technical solution of this embodiment, the usage index of the new device startup plan is further used to provide a reference for selecting the device startup plan, making the new device startup plan more reasonable. At the same time, by matching the heat index, the new device startup plan can be faster and more convenient when matching and constructing.

[0095] Optionally, the system further comprises:

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

[0097] The solution storage module 102 is further used to determine multiple new equipment startup solution execution nodes based on the new equipment startup solution knowledge graph, and add the new equipment startup solution execution nodes to the equipment startup solution basic database.

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

[0099] By applying the technical solution of this embodiment, the device startup plan can be obtained through various channels on the Internet or entered through active entry. At the same time, the newly generated new device startup plan is also entered, which can realize real-time updating of the basic database of device startup plans and improve data integrity.

[0100] Optionally, each device startup scheme corresponds to its own device startup scheme knowledge graph, and the system further includes:

[0101] The solution storage module 102 is also used to deduplicate device startup solutions with the same device startup solution knowledge graph based on the device startup solution knowledge graph of each device startup solution. In the device startup solutions after deduplication, for any device startup solution knowledge graph, multiple device startup solution execution nodes are determined based on the device startup solution knowledge graph, and a device startup solution basic database is constructed based on the device startup solution execution nodes of the multiple device startup solutions.

[0102] In the above embodiment of the present application, the device startup schemes can be compared, and the duplicate device startup schemes can be deleted after the comparison to avoid duplicate storage and waste of storage space. 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 in the device startup schemes after deduplication, 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, the device startup schemes are compared, and the duplicate device startup schemes after comparison are deleted, thereby avoiding duplicate storage and wasting storage space.

[0104] Alternatively, if Figure 2 As shown, the system also includes:

[0105] The solution display module 106 is used to display the startup solution of the newly invested equipment on a preset display platform;

[0106] The scheme modification module 107 is used to receive a scheme modification instruction of a startup scheme of a new device, and modify the startup scheme of the new device based on the scheme modification instruction;

[0107] The solution display module 106 is also used to display the modified new equipment startup solution on a preset display platform;

[0108] The plan confirmation module 108 is used to output and confirm the startup plan of the new device, and after the startup plan of the new device is output and confirmed, add a confirmation use mark to the output and confirmed startup plan of the new device.

[0109] In the above-mentioned embodiment of the present application, by displaying the equipment startup plan, each department can review it in combination with the analysis and processing results, and determine the equipment startup plan to be used. If there is a need to modify the equipment startup plan, the required modifications are made. Finally, the modified (or unmodified) equipment startup plan is confirmed and output and a confirmation use mark is added to calculate the use index or heat matching index. Specifically, the plan display module 106 displays the newly invested equipment startup plan on a preset display platform, the plan modification module 107 receives the plan modification instruction of the newly invested equipment startup plan, the plan modification module 107 modifies the newly invested equipment startup plan based on the plan modification instruction, the plan display module 106 displays the modified newly invested equipment startup plan on the preset display platform, the plan confirmation module 108 outputs and confirms the newly invested equipment startup plan, and after the new equipment startup plan is output and confirmed, a confirmation use mark is added to the output confirmed new equipment startup plan.

[0110] After the equipment startup plan is prepared, when it is sent to the dispatching, planning, protection and other departments for circulation and countersignature, there is a lack of intuitive interface display, and the commissioning process cannot be displayed intuitively, which increases the difficulty for relevant personnel to be familiar with and master the commissioning process, thereby affecting the smooth completion of the commissioning work. By applying the technical solution of this embodiment, the equipment startup plan can be displayed intuitively after it is prepared, making it easier for relevant personnel to be familiar with and master the commissioning process of new equipment.

[0111] Alternatively, if Figure 2 As shown, the system also includes:

[0112] A solution verification module 109 is used to receive the verification result of the new equipment solution;

[0113] The solution pushing module 104 is further configured to push the verified startup solution of the newly invested device to a preset target receiving terminal when the verification result of the newly invested device received by the solution checking module 109 is verified to be passed.

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

[0115] By applying the technical solution of this embodiment, feasibility testing is added and the accuracy of the startup plan for new equipment is improved.

[0116] Furthermore, the present application embodiment provides a method for generating a startup plan for a new device, such as Figure 3 As shown, the method includes:

[0117] Step 201, collecting multiple device startup schemes, and generating a device startup scheme knowledge graph based on the device startup schemes;

[0118] Step 202, determining a plurality of device startup scheme execution nodes based on the device startup scheme knowledge graph, and building a device startup scheme basic database based on the device startup scheme execution nodes;

[0119] Step 203, obtaining the information of the newly invested power equipment, matching a plurality of execution nodes of the equipment startup scheme to be combined based on the information of the newly invested power equipment in the equipment startup scheme basic database, and combining and generating the startup scheme of the newly invested equipment based on the execution nodes of the equipment startup scheme to be combined;

[0120] Step 204: Push the new device startup plan to the preset target receiving terminal.

[0121] Optionally, each device startup scheme corresponds to its own device startup scheme knowledge graph, and the execution node of the device startup scheme to be combined to generate a new device startup scheme comprises:

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

[0123]

[0124] P q is the matching heat index of the qth device startup plan to be matched, C is the total number of device startup plan execution nodes corresponding to the qth device startup plan to be matched, T q,s is the historical evaluation times of the execution node of the sth device startup scheme of the qth device startup scheme to be matched, V is the total number of device startup schemes to be matched, r q,s is the historical confirmation usage count of the sth device startup plan execution node of the qth device startup plan to be matched, R q is the number of times the qth device startup scheme to be matched has been used in history, and ZB is the total number of device startup schemes that have been used in history in the device startup scheme basic database;

[0125] Based on the matching heat index calculated for each device startup scheme to be matched, at least one confirmed device startup scheme is determined, and based on the startup scheme execution nodes to be combined in the confirmed device startup scheme, a new device startup scheme is generated by combination.

[0126] Optionally, after the execution node based on the startup scheme of the device to be combined is combined to generate a startup scheme for a new device, the method further includes:

[0127] When multiple new equipment startup plans are generated in combination, for any new equipment startup plan, the usage index of the new equipment startup plan is calculated based on the equipment startup plan usage index calculation formula, and the best new equipment startup plan is determined based on the usage index calculated for each new equipment startup plan, wherein the equipment startup plan usage index calculation formula is:

[0128]

[0129] U j is the usage index of the jth newly invested device startup plan, m is the total number of device startup plan execution nodes of the jth newly invested device startup plan, and n j,i N is the number of historical evaluations of the execution node of the ith device startup plan of the jth newly invested device startup plan, j,i is the historical evaluation times of the device startup plan of the i-th device startup plan execution node of the j-th newly invested device startup plan, b j,i is the historical confirmation usage count of the execution node of the i-th device startup plan of the j-th newly invested device startup plan, B j,i is the historical confirmed usage count of the device startup scheme to which the i-th device startup scheme execution node of the j-th newly invested device startup scheme belongs, ZB is the total number of device startup schemes historically confirmed and used in the device startup scheme basic database, and K is the preset conversion coefficient.

[0130] Accordingly, the step of pushing the new device startup plan to the preset target receiving terminal includes:

[0131] Push the best startup plan for new devices to the preset target receiving devices.

[0132] Optionally, after the execution node based on the startup scheme of the device to be combined is combined to generate a startup scheme for a new device, the method further includes:

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

[0134] Based on the knowledge graph of the new equipment startup plan, multiple new equipment startup plan execution nodes are determined, and the new equipment startup plan execution nodes are added to the equipment startup plan basic database.

[0135] Optionally, each device startup scheme corresponds to its own device startup scheme knowledge graph, and before determining multiple device startup scheme execution nodes based on the device startup scheme knowledge graph, the method further includes:

[0136] Based on the device startup scheme knowledge graph of each device startup scheme, the device startup schemes with the same device startup scheme knowledge graph are deduplicated;

[0137] Accordingly, the determining of a plurality of device startup scheme execution nodes based on the device startup scheme knowledge graph and the building of a device startup scheme basic database based on the device startup scheme execution nodes include:

[0138] In the device startup scheme after deduplication processing, for any device startup scheme knowledge graph, multiple device startup scheme execution nodes are determined based on the device startup scheme knowledge graph, and a device startup scheme basic database is constructed based on the device startup scheme execution nodes of the multiple device startup schemes.

[0139] Optionally, after the execution node based on the startup scheme of the device to be combined is combined to generate a startup scheme for a new device, the method further includes:

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

[0141] receiving a scheme modification instruction of a startup scheme of a new device, and modifying the startup scheme of the new device based on the scheme modification instruction;

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

[0143] The startup plan for the new equipment is output confirmed, and after the startup plan for the new equipment is output confirmed, a confirmation use mark is added to the output confirmed startup plan for the new equipment.

[0144] Optionally, after the execution node based on the startup scheme of the device to be combined is combined to generate a startup scheme for a new device, the method further includes:

[0145] Receive inspection results of new equipment plans;

[0146] When the verification result of the newly invested device is passed, the startup plan of the newly invested device that passes the verification is pushed to the preset target receiving terminal.

[0147] Based on the above Figure 3The method shown in the embodiment of the present application is accordingly provided with a storage medium on which a computer program is stored, and when the computer program is executed by a processor, the above-mentioned Figure 3 The method for generating a startup plan for a new device is shown.

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

[0149] Based on the above Figure 3 In order to achieve the above-mentioned purpose, the embodiment of the present application also provides a computer device, which can be a personal computer, a server, a 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 achieve the above-mentioned Figure 3 The method for generating a startup plan for a new device is shown.

[0150] Optionally, the computer device may further include a user interface, a network interface, a camera, a radio frequency (RF) circuit, a sensor, an audio circuit, a WI-FI module, etc. The user interface may include a display, an input unit such as a keyboard, etc., and the optional user interface may also 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 will appreciate that the computer device structure provided in this embodiment does not limit the computer device, and may include more or fewer components, or a combination of certain components, or different component arrangements.

[0152] The storage medium may also include an operating system and a network communication module. The operating system is a program that manages and saves 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 realize communication between the components inside the storage medium, and communication with other hardware and software in the physical device.

[0153] Through the description of the above implementation methods, the technicians in this field can clearly understand that the present application can be implemented by means of software plus necessary general hardware platforms, or by hardware implementation scheme collection module, which is used to collect multiple equipment startup schemes and generate equipment startup scheme knowledge graph based on the equipment startup scheme; scheme storage module, which is used to determine multiple equipment startup scheme execution nodes based on the equipment startup scheme knowledge graph, and build a basic database of equipment startup schemes based on the equipment startup scheme execution nodes of multiple equipment startup schemes; scheme matching module, which is used to obtain the information of newly invested power equipment, and obtain multiple equipment startup scheme execution nodes to be combined based on the information of newly invested power equipment in the basic database of equipment startup schemes, and generate a new equipment startup scheme based on the combination of the execution nodes of the equipment startup scheme to be combined; scheme push module, which is used to push the new equipment startup scheme to the preset target receiving terminal. It can automatically generate the startup scheme of the new equipment and improve the efficiency of the commissioning of the new equipment.

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

[0155] The above serial numbers of this application are only for description and do not represent the advantages and disadvantages of the implementation scenarios. The above disclosure is only a few specific implementation scenarios of this application, but this application is not limited to them, and any changes that can be thought of by technicians in this field should fall within the scope of protection of this application.

Claims

1. A device startup scheme generation system, characterized in that: The system comprises: Solution collection module, solution storage module, solution matching module and solution push module; The 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; The solution storage module is used to determine multiple device startup solution execution nodes based on the device startup solution knowledge graph, and build a device startup solution basic database based on the device startup solution execution nodes; The scheme matching module is used to obtain the information of the newly invested power equipment, obtain multiple execution nodes of the startup schemes of the equipment to be combined based on the information of the newly invested power equipment in the basic database of the startup schemes of the equipment, and generate the startup scheme of the newly invested equipment based on the execution nodes of the startup schemes of the equipment to be combined; The solution pushing module is used to push the startup solution of the new device to the preset target receiving terminal.

2. The system according to claim 1, characterized in that Each device startup scheme corresponds to its own device startup scheme knowledge graph, and the system further includes: The scheme matching module is further used to determine, for any startup scheme execution node of the device to be combined, the startup scheme of the device to be matched to which the startup scheme execution node of the device to be combined belongs, and calculate the matching heat index of the startup scheme of the device to be matched based on the matching heat index calculation formula, wherein the matching heat index calculation formula is: P q is the matching heat index of the qth device startup plan to be matched, C is the total number of device startup plan execution nodes corresponding to the qth device startup plan to be matched, T q,s is the historical evaluation times of the execution node of the sth device startup scheme of the qth device startup scheme to be matched, V is the total number of device startup schemes to be matched, r q,s is the historical confirmation usage count of the sth device startup plan execution node of the qth device startup plan to be matched, R q is the number of times the qth device startup scheme to be matched has been used in history, and ZB is the total number of device startup schemes that have been used in history in the device startup scheme basic database; The scheme matching module is also used to determine at least one confirmed device startup scheme based on the matching heat index calculated for each device startup scheme to be matched, and to combine and generate a new device startup scheme based on the execution nodes of the startup schemes to be combined in the confirmed device startup schemes.

3. The system according to claim 1, characterized in that The system further comprises: The scheme evaluation module is used for calculating the usage index of any new equipment startup scheme based on the equipment startup scheme usage index calculation formula when the scheme matching module generates multiple new equipment startup schemes in combination, and determining the best new equipment startup scheme based on the usage index calculated for each new equipment startup scheme, wherein the equipment startup scheme usage index calculation formula is: U j is the usage index of the jth newly invested device startup plan, m is the total number of device startup plan execution nodes of the jth newly invested device startup plan, and n j,i N is the number of historical evaluations of the execution node of the ith device startup plan of the jth newly invested device startup plan, j,i is the historical evaluation times of the device startup plan of the i-th device startup plan execution node of the j-th newly invested device startup plan, b j,i is the historical confirmation usage count of the execution node of the i-th device startup plan of the j-th newly invested device startup plan, B j,i is the historical confirmed usage count of the device startup scheme of the i-th device startup scheme execution node of the j-th newly invested device startup scheme, ZB is the total number of device startup schemes historically confirmed and used in the device startup scheme basic database, and K is the preset conversion coefficient; The solution pushing module is also used to push the best new device startup solution to a preset target receiving device.

4. The system according to claim 1, characterized in that The system further comprises: The scheme collection module is further used to collect startup schemes for new equipment and generate a knowledge graph of startup schemes for new equipment based on the startup schemes for the equipment; The solution storage module is also used to determine multiple new equipment startup solution execution nodes based on the new equipment startup solution knowledge graph, and add the new equipment startup solution execution nodes to the equipment startup solution basic database.

5. The system according to claim 1, characterized in that Each device startup scheme corresponds to its own device startup scheme knowledge graph, and the system further includes: The scheme storage module is also used to deduplicate device startup schemes having the same device startup scheme knowledge graph based on the device startup scheme knowledge graph of each device startup scheme. In the device startup schemes after deduplication, for any device startup scheme knowledge graph, multiple device startup scheme execution nodes are determined based on the device startup scheme knowledge graph, and a device startup scheme basic database is constructed based on the device startup scheme execution nodes of the multiple device startup schemes.

6. The system according to claim 1, characterized in that The system further comprises: The solution display module is used to display the startup solution of the newly invested equipment on the preset display platform; A scheme modification module, used to receive a scheme modification instruction of a startup scheme of a new device, and modify the startup scheme of the new device based on the scheme modification instruction; The scheme display module is also used to display the modified new equipment startup scheme on a preset display platform; The scheme confirmation module is used to output and confirm the startup scheme of the new equipment, and after the startup scheme of the new equipment is output and confirmed, add a confirmation use mark to the output confirmed startup scheme of the new equipment.

7. The system according to claim 1, characterized in that The system further comprises: The solution verification module is used to receive the verification results of the new equipment solution; The solution pushing module is also used to push the verified new device startup solution to a preset target receiving terminal when the verification result of the new device received by the solution checking module is verified to be passed.

8. A method for generating a startup plan for a new device, characterized in that: The method comprises: Collect multiple device startup schemes, and generate a device startup scheme knowledge graph based on the device startup schemes; Determine multiple device startup scheme execution nodes based on the device startup scheme knowledge graph, and build a device startup scheme basic database based on the device startup scheme execution nodes; Acquire the information of the newly invested power equipment, obtain multiple execution nodes of the equipment startup scheme to be combined based on the information of the newly invested power equipment in the equipment startup scheme basic database, and generate the startup scheme of the newly invested equipment based on the execution nodes of the equipment startup scheme to be combined; Push the startup plan of the new device to the preset target receiving terminal.

9. A storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the method for generating a startup plan for a new device as described in claim 8 is implemented.

10. A computer device comprising a storage medium, a processor, and a computer program stored in the storage medium and executable on the processor, characterized in that: When the processor executes the computer program, the method for generating a startup plan for a new device as described in claim 8 is implemented.

Images