Distributed resource regulation and control method and system for virtual power plant

Abstract

The invention relates to the technical field of virtual power plant distributed resource management, in particular to a virtual power plant-oriented distributed resource regulation and control method and system, and the method comprises the steps: collecting authority operation parameters of candidate virtual power plant distributed resources which are captured periodically, and inputting a preset power plant management association matching model; obtaining a power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource main body, managing the virtual power plant distributed resource main body to select the candidate virtual power plant distributed resources, collecting to-be-corrected operation parameters, inputting a preset virtual power plant distributed resource type clustering algorithm, and correcting the to-be-corrected operation parameters. And obtaining to-be-corrected virtual power plant distributed resource type parameters. The method has the advantages that the method is applied to power plant management association matching and virtual power plant distributed resource type detection, better universality can be achieved for different targets and scenes, and the accuracy and the regularity also meet the distributed resource sensing requirements of candidate virtual power plants.

Description

Technical Field

[0001] The present application relates to the technical field of distributed resource management of virtual power plants, and in particular to a distributed resource control method and system for virtual power plants. Background Art

[0002] With the evolution of information and communication technology, the development of the knowledge society, and the democratization of innovation, next-generation information technology and the resulting Innovation 2.0 are reshaping contemporary society, bringing new opportunities to power plant development and social management. The convergence of Innovation 2.0 and new public services has driven Government 2.0, while the convergence of Innovation 2.0 and the development of information-based power plants has driven virtual power plants. The convergence of Government 2.0 and virtual power plants has further shaped smart urban management. Smart urban management represents a reinvention of power plant management within the context of next-generation information technology and the knowledge society Innovation 2.0. Powered by next-generation information technologies such as the Internet of Things and cloud computing, it leverages comprehensive and transparent perception, broadband ubiquitous connectivity, and intelligent converged applications to foster user-centered, open, mass, and collaborative innovation, centered on citizens and centered on the power plant community. This elevates the realization of people-oriented value to a new level, enabling collaborative public value creation and unique value creation among power plant managers, the market, and society, and shifting power plant management from a production paradigm to a service paradigm.

[0003] However, power plant management cannot remain static. The power plant management data of various departments change frequently and dynamically. The quality of life of power plant residents needs to be guaranteed by the support of data linkage from all parties. However, the existing technology still lacks an effective solution for dynamically adjusting big data of different dimensions of virtual power plants and making timely resource allocation strategies. Summary of the Invention

[0004] An embodiment of the present application provides a method for distributed resource regulation for virtual power plants, which overcomes the problems of poor universality, weak regularity and low accuracy of traditional perception methods in analyzing distributed resources of candidate virtual power plants in complex spatial environments, and improves the universality, regularity and accuracy of periodic distributed resource regulation for virtual power plants.

[0005] The method includes:

[0006] Inputting the permission operation parameters into a preset power plant management association matching model, and obtaining a power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject, specifically, the power plant management association matching model is used to characterize the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject;

[0007] Based on the power plant management association, the virtual power plant distributed resource management entity selects the candidate virtual power plant distributed resource and collects the to-be-corrected operation parameters of the to-be-corrected virtual power plant distributed resource type including the candidate virtual power plant distributed resource;

[0008] Inputting the to-be-corrected operating parameters into a preset virtual power plant distributed resource type clustering algorithm, and obtaining the to-be-corrected virtual power plant distributed resource type parameters of the candidate virtual power plant distributed resources contained in the to-be-corrected operating parameters through the virtual power plant distributed resource type clustering algorithm;

[0009] Specifically, the parameters of the virtual power plant distributed resource type to be corrected include the management priority of the administrative area where the virtual power plant distributed resource type to be corrected is located, the type parameters corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship corresponding to the virtual power plant distributed resource type to be corrected.

[0010] Furthermore, the step of obtaining the to-be-corrected virtual power plant distributed resource type parameters of the candidate virtual power plant distributed resources contained in the to-be-corrected operation parameters by the virtual power plant distributed resource type clustering algorithm includes:

[0011] Obtaining the operation relationship in the to-be-corrected operation parameters through association rules in the virtual power plant distributed resource type clustering algorithm, and obtaining an operation relationship graph corresponding to the to-be-corrected operation parameters;

[0012] Obtaining the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located in the operation relationship diagram through the relationship diagram in the virtual power plant distributed resource type clustering algorithm;

[0013] Modifying the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located through the periodic capture network in the virtual power plant distributed resource type clustering algorithm, and determining the type parameter corresponding to the virtual power plant distributed resource type to be modified;

[0014] Determining the graph relationship corresponding to the to-be-corrected virtual power plant distributed resource type through the basic virtual power plant distributed resource network in the virtual power plant distributed resource type clustering algorithm for the to-be-corrected virtual power plant distributed resource type;

[0015] The management priority of the administrative area where the virtual power plant distributed resource type to be corrected is located, the type parameter corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship corresponding to the virtual power plant distributed resource type to be corrected are determined as the virtual power plant distributed resource type parameters to be corrected.

[0016] Furthermore, before the step of inputting the authority operation parameters into a preset power plant management association matching model, the method further includes the step of looping the power plant management association matching model:

[0017] Collecting the authority history operation parameters of the candidate virtual power plant distributed resources captured periodically, and using the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject when collecting the authority history operation parameters as the authority ID parameter;

[0018] The authority history operation parameter and the authority ID parameter are input into the power plant management association matching model to be circulated, and the power plant management association matching model is corrected based on the authority confidence obtained during the circulation.

[0019] Furthermore, before the step of inputting the to-be-corrected operating parameters into a preset virtual power plant distributed resource type clustering algorithm, the method further comprises the step of looping the virtual power plant distributed resource type clustering algorithm:

[0020] Collecting operation history parameters of the collection completion department containing the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative region where the collection completion department is located contained in the operation history parameters as operation ID parameters;

[0021] The operation history operation parameters and the operation ID parameters are input into the virtual power plant distributed resource type clustering algorithm to be cycled, and the virtual power plant distributed resource type clustering algorithm is corrected based on the operation confidence obtained during the cycle.

[0022] Furthermore, the step of collecting operation history parameters of the collection completion department including the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative region where the collection completion department is located, contained in the operation history parameters, as operation ID parameters includes:

[0023] Collecting operation parameters of candidate virtual power plant distributed resource models simulated within the usage scenario, and screening the collection completion departments on the candidate virtual power plant distributed resource models, respectively obtaining authority operation parameters corresponding to the screening models corresponding to the collection completion departments from different perspectives and authority operation parameters corresponding to the original models of the collection completion departments before screening;

[0024] Based on the permission operation parameter, obtaining the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located;

[0025] The graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located are used as the operation ID parameter, and the authority operation parameter is used as the operation history operation parameter;

[0026] The step of correcting the virtual power plant distributed resource type clustering algorithm based on the operation confidence obtained during the cycle includes:

[0027] The operation confidence is obtained based on the classification node, the correction node and the graph relationship acquisition node included in the reconstruction node in the virtual power plant distributed resource type clustering algorithm, and the classification confidence obtained by the classification node, the compensation confidence obtained by the correction node and the type confidence obtained by the graph relationship acquisition node;

[0028] Correcting the virtual power plant distributed resource type clustering algorithm according to the operation confidence;

[0029] The type parameter corresponding to the virtual power plant distributed resource type to be modified indicates the type of the virtual power plant distributed resource to be modified, including at least: municipal, life, and community types;

[0030] The type parameter corresponding to the collection completion department indicates that the collection completion department belongs to the municipal, life or community type;

[0031] The periodic crawling network refers to a crawling network that corrects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located, and periodically detects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located for crawling;

[0032] The basic virtual power plant distributed resource network refers to the network that determines the graph relationship corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship is stored as the basic virtual power plant distributed resource network for subsequent analysis of virtual power plant distributed resources.

[0033] According to a second aspect of the present invention, the present invention claims protection for a distributed resource control system for a virtual power plant, characterized in that the system comprises:

[0034] The original collection module is used to collect the permission operation parameters of the candidate virtual power plant distributed resources including periodic capture;

[0035] an authority output module, configured to input the authority operation parameters into a preset power plant management association matching model, and obtain a power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject; specifically, the power plant management association matching model is configured to characterize the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject;

[0036] a correction collection module, configured to manage the virtual power plant distributed resource subject to select the candidate virtual power plant distributed resources based on the power plant management association relationship, and collect the to-be-corrected operating parameters of the to-be-corrected virtual power plant distributed resource type including the candidate virtual power plant distributed resources;

[0037] an operation output module, configured to input the to-be-corrected operation parameters into a preset virtual power plant distributed resource type clustering algorithm, and obtain, through the virtual power plant distributed resource type clustering algorithm, the to-be-corrected virtual power plant distributed resource type parameters of the candidate virtual power plant distributed resources contained in the to-be-corrected operation parameters; specifically, the to-be-corrected virtual power plant distributed resource type parameters include the management priority of the administrative region where the to-be-corrected virtual power plant distributed resource type is located, the type parameters corresponding to the to-be-corrected virtual power plant distributed resource type, and the graph relationship corresponding to the to-be-corrected virtual power plant distributed resource type;

[0038] The operation output module is specifically used for:

[0039] Obtaining the operation relationship in the to-be-corrected operation parameters through association rules in the virtual power plant distributed resource type clustering algorithm, and obtaining an operation relationship graph corresponding to the to-be-corrected operation parameters;

[0040] Obtaining the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located in the operation relationship diagram through the relationship diagram in the virtual power plant distributed resource type clustering algorithm;

[0041] Modifying the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located through the periodic capture network in the virtual power plant distributed resource type clustering algorithm, and determining the type parameter corresponding to the virtual power plant distributed resource type to be modified;

[0042] Determining the graph relationship corresponding to the to-be-corrected virtual power plant distributed resource type through the basic virtual power plant distributed resource network in the virtual power plant distributed resource type clustering algorithm for the to-be-corrected virtual power plant distributed resource type;

[0043] The management priority of the administrative area where the virtual power plant distributed resource type to be corrected is located, the type parameter corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship corresponding to the virtual power plant distributed resource type to be corrected are determined as the virtual power plant distributed resource type parameters to be corrected.

[0044] Furthermore, the system further includes a permission circulation module, and the permission circulation module includes:

[0045] a collection unit configured to collect the authority history operation parameters of the candidate virtual power plant distributed resources captured periodically, and to use the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject as the authority ID parameter when collecting the authority history operation parameters;

[0046] The correction unit is used to input the authority history operation parameter and the authority ID parameter into the power plant management association matching model to be circulated, and correct the power plant management association matching model based on the authority confidence obtained during the circulation.

[0047] Furthermore, before the step of inputting the to-be-corrected operating parameters into a preset virtual power plant distributed resource type clustering algorithm by the operation output module, the step of looping the virtual power plant distributed resource type clustering algorithm is further included:

[0048] Collecting operation history parameters of the collection completion department containing the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative region where the collection completion department is located contained in the operation history parameters as operation ID parameters;

[0049] The operation history operation parameters and the operation ID parameters are input into the virtual power plant distributed resource type clustering algorithm to be cycled, and the virtual power plant distributed resource type clustering algorithm is corrected based on the operation confidence obtained during the cycle.

[0050] Furthermore, the step of collecting operation history parameters of the collection completion department including the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative region where the collection completion department is located, contained in the operation history parameters, as operation ID parameters includes:

[0051] Collecting operation parameters of candidate virtual power plant distributed resource models simulated within the usage scenario, and screening the collection completion departments on the candidate virtual power plant distributed resource models, respectively obtaining authority operation parameters corresponding to the screening models corresponding to the collection completion departments from different perspectives and authority operation parameters corresponding to the original models of the collection completion departments before screening;

[0052] Based on the permission operation parameter, obtaining the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located;

[0053] The graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located are used as the operation ID parameter, and the authority operation parameter is used as the operation history operation parameter;

[0054] The step of correcting the virtual power plant distributed resource type clustering algorithm based on the operation confidence obtained during the cycle includes:

[0055] The operation confidence is obtained based on the classification node, the correction node and the graph relationship acquisition node included in the reconstruction node in the virtual power plant distributed resource type clustering algorithm, and the classification confidence obtained by the classification node, the compensation confidence obtained by the correction node and the type confidence obtained by the graph relationship acquisition node;

[0056] Correcting the virtual power plant distributed resource type clustering algorithm according to the operation confidence;

[0057] The type parameter corresponding to the virtual power plant distributed resource type to be modified indicates the type of the virtual power plant distributed resource to be modified, including at least: municipal, life, and community types;

[0058] The type parameter corresponding to the collection completion department indicates that the collection completion department belongs to the municipal, life or community type;

[0059] The periodic crawling network refers to a crawling network that corrects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located, and periodically detects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located for crawling;

[0060] The basic virtual power plant distributed resource network refers to the network that determines the graph relationship corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship is stored as the basic virtual power plant distributed resource network for subsequent analysis of virtual power plant distributed resources.

[0061] In another embodiment of the present invention, a non-transitory computer-readable storage medium is provided, which stores instructions. When the instructions are executed by a processor, the processor executes each step of the above-mentioned distributed resource control method for a virtual power plant.

[0062] In another embodiment of the present invention, a terminal device is provided, including a processor, wherein the processor is configured to execute each step of the above-mentioned distributed resource control method for a virtual power plant.

[0063] The present application relates to the technical field of virtual power plant distributed resource management, and in particular to a distributed resource control method and system for virtual power plants, which collects permission operation parameters of candidate virtual power plant distributed resources captured periodically, inputs a preset power plant management association matching model, obtains the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject, manages the virtual power plant distributed resource subject to select the candidate virtual power plant distributed resources, collects the to-be-corrected operation parameters of the virtual power plant distributed resource type to be corrected, inputs a preset virtual power plant distributed resource type clustering algorithm, and obtains the to-be-corrected virtual power plant distributed resource type parameters of the candidate virtual power plant distributed resources. The beneficial effects of the present application include: when used in power plant management association matching and virtual power plant distributed resource type detection, it can have better universality for different targets and scenarios, and the accuracy and regularity also meet the candidate virtual power plant distributed resource perception requirements. BRIEF DESCRIPTION OF THE DRAWINGS

[0064] The above and / or additional aspects and advantages of the present application will become apparent and easily understood from the following description of the embodiments in conjunction with the accompanying drawings, in which:

[0065] Figure 1 A flow chart of a distributed resource control method for a virtual power plant provided in an embodiment of the present application is shown;

[0066] Figure 2 A schematic diagram showing a specific process of a distributed resource control method for a virtual power plant provided in an embodiment of the present application;

[0067] Figure 3 A schematic diagram showing the cyclic steps of the power plant management association matching model provided in an embodiment of the present application is shown;

[0068] Figure 4 A schematic diagram of a distributed resource control system for a virtual power plant is shown in an embodiment of the present application. DETAILED DESCRIPTION

[0069] The following describes in detail embodiments of the present application, examples of which are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are intended to be used to explain the present application, and should not be construed as limiting the present application.

[0070] like Figure 1 As shown, an embodiment of the present application provides a method for distributed resource regulation for virtual power plants, which overcomes the problems of poor universality, weak regularity and low accuracy of traditional perception methods in analyzing the distributed resources of candidate virtual power plants in complex spatial environments, and improves the universality, regularity and accuracy of periodic distributed resource regulation for virtual power plants.

[0071] The method includes:

[0072] Inputting the permission operation parameters into a preset power plant management association matching model, and obtaining a power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject, specifically, the power plant management association matching model is used to characterize the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject;

[0073] Based on the power plant management association, the virtual power plant distributed resource management entity selects the candidate virtual power plant distributed resource and collects the to-be-corrected operation parameters of the to-be-corrected virtual power plant distributed resource type including the candidate virtual power plant distributed resource;

[0074] Inputting the to-be-corrected operating parameters into a preset virtual power plant distributed resource type clustering algorithm, and obtaining the to-be-corrected virtual power plant distributed resource type parameters of the candidate virtual power plant distributed resources contained in the to-be-corrected operating parameters through the virtual power plant distributed resource type clustering algorithm;

[0075] Specifically, the parameters of the virtual power plant distributed resource type to be corrected include the management priority of the administrative area where the virtual power plant distributed resource type to be corrected is located, the type parameters corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship corresponding to the virtual power plant distributed resource type to be corrected.

[0076] Further, see the attached Figure 2 The step of obtaining the to-be-corrected virtual power plant distributed resource type parameter of the candidate virtual power plant distributed resource contained in the to-be-corrected operation parameter by the virtual power plant distributed resource type clustering algorithm includes:

[0077] Obtaining the operation relationship in the to-be-corrected operation parameters through association rules in the virtual power plant distributed resource type clustering algorithm, and obtaining an operation relationship graph corresponding to the to-be-corrected operation parameters;

[0078] Obtaining the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located in the operation relationship diagram through the relationship diagram in the virtual power plant distributed resource type clustering algorithm;

[0079] Modifying the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located through the periodic capture network in the virtual power plant distributed resource type clustering algorithm, and determining the type parameter corresponding to the virtual power plant distributed resource type to be modified;

[0080] Determining the graph relationship corresponding to the to-be-corrected virtual power plant distributed resource type through the basic virtual power plant distributed resource network in the virtual power plant distributed resource type clustering algorithm for the to-be-corrected virtual power plant distributed resource type;

[0081] The management priority of the administrative area where the virtual power plant distributed resource type to be corrected is located, the type parameter corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship corresponding to the virtual power plant distributed resource type to be corrected are determined as the virtual power plant distributed resource type parameters to be corrected.

[0082] Furthermore, before the step of inputting the authority operation parameters into a preset power plant management association matching model, the method further includes the step of looping the power plant management association matching model:

[0083] Collecting the authority history operation parameters of the candidate virtual power plant distributed resources captured periodically, and using the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject when collecting the authority history operation parameters as the authority ID parameter;

[0084] The authority history operation parameter and the authority ID parameter are input into the power plant management association matching model to be circulated, and the power plant management association matching model is corrected based on the authority confidence obtained during the circulation.

[0085] Furthermore, before the step of inputting the to-be-corrected operating parameters into a preset virtual power plant distributed resource type clustering algorithm, the method further comprises the step of looping the virtual power plant distributed resource type clustering algorithm:

[0086] Collecting operation history parameters of the collection completion department containing the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative region where the collection completion department is located contained in the operation history parameters as operation ID parameters;

[0087] The operation history operation parameters and the operation ID parameters are input into the virtual power plant distributed resource type clustering algorithm to be cycled, and the virtual power plant distributed resource type clustering algorithm is corrected based on the operation confidence obtained during the cycle.

[0088] Further, see the attached Figure 3 The step of collecting the operation history parameters of the collection-completed department containing the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection-completed department, the type parameter corresponding to the collection-completed department, and the management priority of the administrative region where the collection-completed department is located contained in the operation history parameters as operation ID parameters includes:

[0089] Collecting operation parameters of candidate virtual power plant distributed resource models simulated within the usage scenario, and screening the collection completion departments on the candidate virtual power plant distributed resource models, respectively obtaining authority operation parameters corresponding to the screening models corresponding to the collection completion departments from different perspectives and authority operation parameters corresponding to the original models of the collection completion departments before screening;

[0090] Based on the permission operation parameter, obtaining the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located;

[0091] The graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department and the management priority of the administrative area where the collection completion department is located are used as the operation ID parameters, and the authority operation parameter is used as the operation history operation parameter.

[0092] The step of correcting the virtual power plant distributed resource type clustering algorithm based on the operation confidence obtained during the cycle includes:

[0093] The operation confidence is obtained based on the classification node, the correction node and the graph relationship acquisition node included in the reconstruction node in the virtual power plant distributed resource type clustering algorithm, and the classification confidence obtained by the classification node, the compensation confidence obtained by the correction node and the type confidence obtained by the graph relationship acquisition node;

[0094] Correcting the virtual power plant distributed resource type clustering algorithm according to the operation confidence;

[0095] The type parameter corresponding to the virtual power plant distributed resource type to be modified indicates the type of the virtual power plant distributed resource to be modified, including at least: municipal, life, and community types;

[0096] The type parameter corresponding to the collection completion department indicates that the collection completion department belongs to the municipal, life or community type;

[0097] The periodic crawling network refers to a crawling network that corrects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located, and periodically detects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located for crawling;

[0098] The basic virtual power plant distributed resource network refers to the network that determines the graph relationship corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship is stored as the basic virtual power plant distributed resource network for subsequent analysis of virtual power plant distributed resources.

[0099] According to the second embodiment of the present invention, referring to the attached Figure 4 The present invention claims protection for a distributed resource control system for a virtual power plant, characterized in that the system comprises:

[0100] The original collection module is used to collect the permission operation parameters of the candidate virtual power plant distributed resources including periodic capture;

[0101] an authority output module, configured to input the authority operation parameters into a preset power plant management association matching model, and obtain a power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject; specifically, the power plant management association matching model is configured to characterize the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject;

[0102] a correction collection module, configured to manage the virtual power plant distributed resource subject to select the candidate virtual power plant distributed resources based on the power plant management association relationship, and collect the to-be-corrected operating parameters of the to-be-corrected virtual power plant distributed resource type including the candidate virtual power plant distributed resources;

[0103] an operation output module, configured to input the to-be-corrected operation parameters into a preset virtual power plant distributed resource type clustering algorithm, and obtain, through the virtual power plant distributed resource type clustering algorithm, the to-be-corrected virtual power plant distributed resource type parameters of the candidate virtual power plant distributed resources contained in the to-be-corrected operation parameters; specifically, the to-be-corrected virtual power plant distributed resource type parameters include the management priority of the administrative region where the to-be-corrected virtual power plant distributed resource type is located, the type parameters corresponding to the to-be-corrected virtual power plant distributed resource type, and the graph relationship corresponding to the to-be-corrected virtual power plant distributed resource type;

[0104] The operation output module is specifically used for:

[0105] Obtaining the operation relationship in the to-be-corrected operation parameters through association rules in the virtual power plant distributed resource type clustering algorithm, and obtaining an operation relationship graph corresponding to the to-be-corrected operation parameters;

[0106] Obtaining the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located in the operation relationship diagram through the relationship diagram in the virtual power plant distributed resource type clustering algorithm;

[0107] Modifying the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located through the periodic capture network in the virtual power plant distributed resource type clustering algorithm, and determining the type parameter corresponding to the virtual power plant distributed resource type to be modified;

[0108] Determining the graph relationship corresponding to the to-be-corrected virtual power plant distributed resource type through the basic virtual power plant distributed resource network in the virtual power plant distributed resource type clustering algorithm for the to-be-corrected virtual power plant distributed resource type;

[0109] The management priority of the administrative area where the virtual power plant distributed resource type to be corrected is located, the type parameter corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship corresponding to the virtual power plant distributed resource type to be corrected are determined as the virtual power plant distributed resource type parameters to be corrected.

[0110] Furthermore, the system further includes a permission circulation module, and the permission circulation module includes:

[0111] a collection unit configured to collect the authority history operation parameters of the candidate virtual power plant distributed resources captured periodically, and to use the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject as the authority ID parameter when collecting the authority history operation parameters;

[0112] The correction unit is used to input the authority history operation parameter and the authority ID parameter into the power plant management association matching model to be circulated, and correct the power plant management association matching model based on the authority confidence obtained during the circulation.

[0113] Furthermore, before the step of inputting the to-be-corrected operating parameters into a preset virtual power plant distributed resource type clustering algorithm by the operation output module, the step of looping the virtual power plant distributed resource type clustering algorithm is further included:

[0114] Collecting operation history parameters of the collection completion department containing the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative region where the collection completion department is located contained in the operation history parameters as operation ID parameters;

[0115] The operation history operation parameters and the operation ID parameters are input into the virtual power plant distributed resource type clustering algorithm to be cycled, and the virtual power plant distributed resource type clustering algorithm is corrected based on the operation confidence obtained during the cycle.

[0116] Furthermore, the step of collecting operation history parameters of the collection completion department including the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative region where the collection completion department is located, contained in the operation history parameters, as operation ID parameters includes:

[0117] Collecting operation parameters of candidate virtual power plant distributed resource models simulated within the usage scenario, and screening the collection completion departments on the candidate virtual power plant distributed resource models, respectively obtaining authority operation parameters corresponding to the screening models corresponding to the collection completion departments from different perspectives and authority operation parameters corresponding to the original models of the collection completion departments before screening;

[0118] Based on the permission operation parameter, obtaining the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located;

[0119] The graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located are used as the operation ID parameter, and the authority operation parameter is used as the operation history operation parameter;

[0120] The step of correcting the virtual power plant distributed resource type clustering algorithm based on the operation confidence obtained during the cycle includes:

[0121] The operation confidence is obtained based on the classification node, the correction node and the graph relationship acquisition node included in the reconstruction node in the virtual power plant distributed resource type clustering algorithm, and the classification confidence obtained by the classification node, the compensation confidence obtained by the correction node and the type confidence obtained by the graph relationship acquisition node;

[0122] Correcting the virtual power plant distributed resource type clustering algorithm according to the operation confidence;

[0123] The type parameter corresponding to the virtual power plant distributed resource type to be modified indicates the type of the virtual power plant distributed resource to be modified, including at least: municipal, life, and community types;

[0124] The type parameter corresponding to the collection completion department indicates that the collection completion department belongs to the municipal, life or community type;

[0125] The periodic crawling network refers to a crawling network that corrects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located, and periodically detects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located for crawling;

[0126] The basic virtual power plant distributed resource network refers to the network that determines the graph relationship corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship is stored as the basic virtual power plant distributed resource network for subsequent analysis of virtual power plant distributed resources.

[0127] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present application. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described can be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art can combine and combine different embodiments or examples described in this specification and features of different embodiments or examples without contradiction.

[0128] Any process or method description in a flowchart or otherwise described herein may be understood to represent a module, segment or portion of code comprising one or more executable instructions for implementing the steps of a custom logical function or process, and the scope of the preferred embodiments of the present application includes alternative implementations in which functions may be performed out of the order shown or discussed, including performing functions in a substantially simultaneous manner or in the reverse order depending on the functions involved, which should be understood by those skilled in the art to which the embodiments of the present application belong.

[0129] Although the embodiments of the present application have been shown and described above, it can be understood that the above embodiments are exemplary and cannot be understood as limitations on the present application. Ordinary technicians in this field can change, modify, replace and modify the above embodiments within the scope of the present application.

Claims

1. A distributed resource control method for virtual power plants, characterized in that: include: Collecting permission operation parameters of candidate virtual power plant distributed resources including periodic capture; Inputting the permission operation parameters into a preset power plant management association matching model, and obtaining a power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject, specifically, the power plant management association matching model is used to characterize the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject; Based on the power plant management association, the virtual power plant distributed resource management entity selects the candidate virtual power plant distributed resource and collects the to-be-corrected operation parameters of the to-be-corrected virtual power plant distributed resource type including the candidate virtual power plant distributed resource; Inputting the to-be-corrected operating parameters into a preset virtual power plant distributed resource type clustering algorithm, and obtaining the to-be-corrected virtual power plant distributed resource type parameters of the candidate virtual power plant distributed resources contained in the to-be-corrected operating parameters through the virtual power plant distributed resource type clustering algorithm; Specifically, the parameters of the virtual power plant distributed resource type to be corrected include the management priority of the administrative area where the virtual power plant distributed resource type to be corrected is located, the type parameters corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship corresponding to the virtual power plant distributed resource type to be corrected.

2. A distributed resource control method for a virtual power plant according to claim 1, characterized in that: The step of obtaining the to-be-corrected virtual power plant distributed resource type parameters of the candidate virtual power plant distributed resources contained in the to-be-corrected operation parameters by using the virtual power plant distributed resource type clustering algorithm comprises: Obtaining the operation relationship in the to-be-corrected operation parameters through association rules in the virtual power plant distributed resource type clustering algorithm, and obtaining an operation relationship graph corresponding to the to-be-corrected operation parameters; Obtaining the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located in the operation relationship diagram through the relationship diagram in the virtual power plant distributed resource type clustering algorithm; Modifying the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located through the periodic capture network in the virtual power plant distributed resource type clustering algorithm, and determining the type parameter corresponding to the virtual power plant distributed resource type to be modified; Determining the graph relationship corresponding to the to-be-corrected virtual power plant distributed resource type through the basic virtual power plant distributed resource network in the virtual power plant distributed resource type clustering algorithm for the to-be-corrected virtual power plant distributed resource type; The management priority of the administrative area where the virtual power plant distributed resource type to be corrected is located, the type parameter corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship corresponding to the virtual power plant distributed resource type to be corrected are determined as the virtual power plant distributed resource type parameters to be corrected.

3. A distributed resource control method for virtual power plants according to claim 2, characterized in that: Before the step of inputting the authority operation parameters into a preset power plant management association matching model, the method further comprises the step of looping the power plant management association matching model: Collecting the authority history operation parameters of the candidate virtual power plant distributed resources captured periodically, and using the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject when collecting the authority history operation parameters as the authority ID parameter; The authority history operation parameter and the authority ID parameter are input into the power plant management association matching model to be circulated, and the power plant management association matching model is corrected based on the authority confidence obtained during the circulation.

4. A distributed resource control method for virtual power plants according to claim 3, characterized in that: Before the step of inputting the to-be-corrected operating parameters into a preset virtual power plant distributed resource type clustering algorithm, the method further comprises the step of looping the virtual power plant distributed resource type clustering algorithm: Collecting operation history parameters of the collection completion department containing the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative region where the collection completion department is located contained in the operation history parameters as operation ID parameters; The operation history operation parameters and the operation ID parameters are input into the virtual power plant distributed resource type clustering algorithm to be cycled, and the virtual power plant distributed resource type clustering algorithm is corrected based on the operation confidence obtained during the cycle.

5. A distributed resource control method for virtual power plants according to claim 4, characterized in that: The step of collecting operation history parameters of the collection-completed department including the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection-completed department, the type parameter corresponding to the collection-completed department, and the management priority of the administrative region where the collection-completed department is located, contained in the operation history parameters, as an operation ID parameter includes: Collecting operation parameters of candidate virtual power plant distributed resource models simulated within the usage scenario, and screening the collection completion departments on the candidate virtual power plant distributed resource models, respectively obtaining authority operation parameters corresponding to the screening models corresponding to the collection completion departments from different perspectives and authority operation parameters corresponding to the original models of the collection completion departments before screening; Based on the permission operation parameter, obtaining the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located; The graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located are used as the operation ID parameter, and the authority operation parameter is used as the operation history operation parameter; The step of correcting the virtual power plant distributed resource type clustering algorithm based on the operation confidence obtained during the cycle includes: The operation confidence is obtained based on the classification node, the correction node and the graph relationship acquisition node included in the reconstruction node in the virtual power plant distributed resource type clustering algorithm, and the classification confidence obtained by the classification node, the compensation confidence obtained by the correction node and the type confidence obtained by the graph relationship acquisition node; Correcting the virtual power plant distributed resource type clustering algorithm according to the operation confidence; The type parameter corresponding to the virtual power plant distributed resource type to be modified indicates the type of the virtual power plant distributed resource to be modified, including at least: municipal, life, and community types; The type parameter corresponding to the collection completion department indicates that the collection completion department belongs to the municipal, life or community type; The periodic crawling network refers to a crawling network that corrects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located, and periodically detects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located for crawling; The basic virtual power plant distributed resource network refers to the network that determines the graph relationship corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship is stored as the basic virtual power plant distributed resource network for subsequent analysis of virtual power plant distributed resources.

6. A distributed resource control system for virtual power plants, characterized in that: The system comprises: The original collection module is used to collect the permission operation parameters of the candidate virtual power plant distributed resources including periodic capture; an authority output module, configured to input the authority operation parameters into a preset power plant management association matching model, and obtain a power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject; specifically, the power plant management association matching model is configured to characterize the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject; a correction collection module, configured to manage the virtual power plant distributed resource subject to select the candidate virtual power plant distributed resources based on the power plant management association relationship, and collect the to-be-corrected operating parameters of the to-be-corrected virtual power plant distributed resource type including the candidate virtual power plant distributed resources; an operation output module, configured to input the to-be-corrected operation parameters into a preset virtual power plant distributed resource type clustering algorithm, and obtain, through the virtual power plant distributed resource type clustering algorithm, the to-be-corrected virtual power plant distributed resource type parameters of the candidate virtual power plant distributed resources contained in the to-be-corrected operation parameters; specifically, the to-be-corrected virtual power plant distributed resource type parameters include the management priority of the administrative region where the to-be-corrected virtual power plant distributed resource type is located, the type parameters corresponding to the to-be-corrected virtual power plant distributed resource type, and the graph relationship corresponding to the to-be-corrected virtual power plant distributed resource type; The operation output module is specifically used for: Obtaining the operation relationship in the to-be-corrected operation parameters through association rules in the virtual power plant distributed resource type clustering algorithm, and obtaining an operation relationship graph corresponding to the to-be-corrected operation parameters; Obtaining the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located in the operation relationship diagram through the relationship diagram in the virtual power plant distributed resource type clustering algorithm; Modifying the management priority of the administrative region where the virtual power plant distributed resource type to be modified is located through the periodic capture network in the virtual power plant distributed resource type clustering algorithm, and determining the type parameter corresponding to the virtual power plant distributed resource type to be modified; Determining the graph relationship corresponding to the to-be-corrected virtual power plant distributed resource type through the basic virtual power plant distributed resource network in the virtual power plant distributed resource type clustering algorithm for the to-be-corrected virtual power plant distributed resource type; The management priority of the administrative area where the virtual power plant distributed resource type to be corrected is located, the type parameter corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship corresponding to the virtual power plant distributed resource type to be corrected are determined as the virtual power plant distributed resource type parameters to be corrected.

7. The system according to claim 6, characterized in that The system further includes a rights circulation module, wherein the rights circulation module includes: a collection unit configured to collect the authority history operation parameters of the candidate virtual power plant distributed resources captured periodically, and to use the power plant management association relationship between the candidate virtual power plant distributed resources and the virtual power plant distributed resource subject as the authority ID parameter when collecting the authority history operation parameters; The correction unit is used to input the authority history operation parameter and the authority ID parameter into the power plant management association matching model to be circulated, and correct the power plant management association matching model based on the authority confidence obtained during the circulation.

8. The system according to claim 6, wherein: Before the step of inputting the to-be-corrected operating parameters into a preset virtual power plant distributed resource type clustering algorithm by the operation output module, the step of looping the virtual power plant distributed resource type clustering algorithm is further included: Collecting operation history parameters of the collection completion department containing the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative region where the collection completion department is located contained in the operation history parameters as operation ID parameters; The operation history operation parameters and the operation ID parameters are input into the virtual power plant distributed resource type clustering algorithm to be cycled, and the virtual power plant distributed resource type clustering algorithm is corrected based on the operation confidence obtained during the cycle.

9. The system according to claim 8, characterized in that The step of collecting operation history parameters of the collection-completed department including the candidate virtual power plant distributed resources, and using the graph relationship corresponding to the collection-completed department, the type parameter corresponding to the collection-completed department, and the management priority of the administrative region where the collection-completed department is located, contained in the operation history parameters, as an operation ID parameter includes: Collecting operation parameters of candidate virtual power plant distributed resource models simulated within the usage scenario, and screening the collection completion departments on the candidate virtual power plant distributed resource models, respectively obtaining authority operation parameters corresponding to the screening models corresponding to the collection completion departments from different perspectives and authority operation parameters corresponding to the original models of the collection completion departments before screening; Based on the permission operation parameter, obtaining the graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located; The graph relationship corresponding to the collection completion department, the type parameter corresponding to the collection completion department, and the management priority of the administrative area where the collection completion department is located are used as the operation ID parameter, and the authority operation parameter is used as the operation history operation parameter; The step of correcting the virtual power plant distributed resource type clustering algorithm based on the operation confidence obtained during the cycle includes: The operation confidence is obtained based on the classification node, the correction node and the graph relationship acquisition node included in the reconstruction node in the virtual power plant distributed resource type clustering algorithm, and the classification confidence obtained by the classification node, the compensation confidence obtained by the correction node and the type confidence obtained by the graph relationship acquisition node; Correcting the virtual power plant distributed resource type clustering algorithm according to the operation confidence; The type parameter corresponding to the virtual power plant distributed resource type to be modified indicates the type of the virtual power plant distributed resource to be modified, including at least: municipal, life, and community types; The type parameter corresponding to the collection completion department indicates that the collection completion department belongs to the municipal, life or community type; The periodic crawling network refers to a crawling network that corrects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located, and periodically detects the management priority of the administrative area where the distributed resource type of the virtual power plant to be corrected is located for crawling; The basic virtual power plant distributed resource network refers to the network that determines the graph relationship corresponding to the virtual power plant distributed resource type to be corrected, and the graph relationship is stored as the basic virtual power plant distributed resource network for subsequent analysis of virtual power plant distributed resources.

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