Power distribution network energy management system based on data acquisition and analysis
By adopting the combination of data acquisition and block splitting methods in the distribution network energy management system, the problem of insufficient independent distribution capabilities in different forms of energy scheduling is solved, and the energy scheduling efficiency and operating effect are improved.
Patent Information
- Application Number
- CN202411358857.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-27
- Publication Date
- 2024-12-20
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
The existing distribution network energy management system lacks independent distribution capabilities in different forms of energy scheduling, resulting in low energy scheduling efficiency and unable to meet actual operation and scheduling needs.
The system based on data acquisition and analysis is adopted, through the combination of the on-site data acquisition module and the data segmentation processing module, the centralized data is segmented and processed by block splitting to achieve independent allocation of different forms of energy.
Through the block splitting method of the data segmentation processing module, independent allocation of energy in different forms is achieved, and the efficiency of energy scheduling and actual operation effect are improved.
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Figure CN119171549A_ABST
Abstract
Description
Technical Field
[0001] The present invention belongs to the technical field of intelligent dispatching of electric power systems, and in particular relates to a distribution network energy management system based on data collection and analysis. Background Art
[0002] At present, in order to improve the utilization rate of energy or energy, energy management systems have received more and more attention. In terms of structure, energy management systems have various ways of managing energy. One of the energy management methods is to use the intelligent management mode of the energy management system to reasonably dispatch different forms of energy (energy generated by distributed power generation) to improve the utilization rate of the dispatched energy. In this way, different forms of energy can be reasonably dispatched to provide users with the required energy.
[0003] However, most of the current energy management methods are established for single energy (energy generated by a single power generation) networks, which leads to low energy dispatching efficiency, because single energy cannot be dispatched and is directly used. For different forms of energy dispatching, energy management methods are proposed for different forms of energy dispatching in distribution networks, but different forms of energy dispatching in distribution networks all use the concept of energy distribution to dispatch different forms of energy. This method concentrates different forms of energy and distributes the concentrated energy in an average distribution manner. There is a lack of independent distribution of different forms of energy after concentration, and the actual operation and dispatching effect of the distribution network cannot be guaranteed. Therefore, it is necessary to improve the different forms of energy dispatching methods in the distribution network to ensure the actual operation and dispatching effect of the distribution network. Summary of the invention
[0004] The technical problem to be solved by the present invention is that different forms of energy cannot be distributed independently after being concentrated. The present invention provides a distribution network energy management system based on data acquisition and analysis. The data in each on-site data acquisition module tends to be concentrated, and the data segmentation processing module uses a block splitting method to segment the data that tends to be concentrated, so that different forms of energy can be distributed independently.
[0005] In order to achieve the above object, the present invention is implemented by the following technical solutions:
[0006] A distribution network energy management system based on data collection and analysis, comprising:
[0007] Multiple field data acquisition modules;
[0008] A tendency data concentration module is used to concentrate the data tendency in each field data collection module, and the tendency data concentration module is connected with multiple field data collection modules;
[0009] The data segmentation processing module is used for segmentation processing of the data after tendency concentration. The data segmentation processing module is connected to the tendency data concentration module, wherein the data segmentation processing module adopts a block splitting method to segment the data after tendency concentration.
[0010] Optionally, the data in each field data collection module tends to be centralized, and the following formula (1) is used to work:
[0011] (1);
[0012] in, The data in the i-th field data collection module is placed at the i-th position in the tendency data concentration module. is the data in the ith field data acquisition module, is the i-th position in the module in the preference data set, is the i-th position in the module of the orientation dataset; It is the total number of field data collection modules or the total number of data in the tendency data concentration module;
[0013] A model in which the data in each field data collection module are tended to be concentrated at the corresponding position in the tendency data concentration module.
[0014] Optionally, the block splitting method works using the following formula (2):
[0015] (2);
[0016] in, is the data in the ith field data acquisition module, It is the total number of field data collection modules or the total number of data in the tendency data concentration module; is the i-th position in the module in the preference data set, is the volume limit of the i-th position data in the module of the tendency dataset; An operation for selecting the i-th position in the module of the preferred data set and the i-th position data volume limit; An operation including selecting the i-th position in the module in the preference data set and limiting the data volume of the i-th position;
[0017] or The data volume of the i-th position in the module of the tendency data set is limited, and the data of the i-th position in the module of the tendency data set is selected.
[0018] Furthermore, the operation of selecting the i-th position in the module of the biased data set and the i-th position data volume limit is as follows:
[0019] (3);
[0020] in, is the matrix of data position and data volume restrictions in the module of the tendency data set, the i-th position in the module of the tendency data set The volume of the data on the ith position and the data on the ith position is calculated by The total number of locations in the data set collection module and the total number of field data collection modules are limited to .
[0021] Optionally, the data segmentation processing module is connected to a network switch, and the data in the data segmentation processing module is transmitted to the network switch.
[0022] Optionally, the network switch is connected to the power coordination center and the power dispatching center, and the network switch transmits the data in the data segmentation processing module to the power coordination center or the power dispatching center.
[0023] Optionally, the power coordination center includes a power distribution module, an update iterative control unit and a power output module; the power distribution module is connected to the update iterative control unit and the power output module;
[0024] The power distribution module is used to receive the data in the data segmentation processing module transmitted by the network switch, and to regulate the power distribution module to distribute power by updating the iterative regulation unit; the power output module outputs the distributed power.
[0025] Optionally, the power dispatching center includes a data distribution module, an instruction sending and controlling unit, and a data output module; the data distribution module is connected to the instruction sending and controlling unit and the data output module;
[0026] The data distribution module is used to receive the data in the data segmentation processing module transmitted by the network switch, and to control the data distribution module to distribute the data through the instruction sending control unit; the data output module outputs the distributed data.
[0027] Beneficial effects of the present invention:
[0028] The tendency data concentration module of the present invention is connected with a plurality of field data acquisition modules, and the tendency data concentration module is used to concentrate the data in each field data acquisition module, and the data segmentation processing module is connected with the tendency data concentration module, and the data segmentation processing module is used to segment the data after the tendency concentration, wherein the data segmentation processing module adopts a block splitting method to segment the data after the tendency concentration, and the present invention is that the data in each field data acquisition module is concentrated, and the data segmentation processing module adopts a block splitting method to segment the data after the tendency concentration to realize different forms of energy (i.e., a1…a 13 Each of the data) can be allocated independently. BRIEF DESCRIPTION OF THE DRAWINGS
[0029] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.
[0030] Figure 1 It is the overall circuit structure diagram of the present invention;
[0031] Figure 2 It is a diagram of the internal circuit structure of the power coordination center and the power dispatching center of the present invention;
[0032] Figure 3 It is a schematic diagram of the data after tendency concentration within the tendency data concentration module of the present invention. DETAILED DESCRIPTION
[0033] The embodiments of the present application are described in detail below with reference to the accompanying drawings.
[0034] Throughout the specification, references to "one embodiment," "an embodiment," "an example," or "an example" mean that a particular feature, structure, or characteristic described in conjunction with the embodiment or example is included in at least one embodiment of the present invention. Therefore, the phrases "one embodiment," "an embodiment," "an example," or "an example" appearing in various places throughout the specification do not necessarily all refer to the same embodiment or example. In addition, particular features, structures, or characteristics may be combined in one or more embodiments or examples in any suitable combination and / or sub-combination. In addition, it will be appreciated by those of ordinary skill in the art that the figures provided herein are for illustrative purposes and that the figures are not necessarily drawn to scale. The term "and / or" as used herein includes any and all combinations of one or more of the associated listed items.
[0035] Example 1
[0036] like Figure 1 As shown, this embodiment provides a distribution network energy management system based on data collection and analysis, including: multiple field data collection modules, a tendency data concentration module and a data segmentation processing module, the tendency data concentration module is used to concentrate the data tendency in each field data collection module, and the tendency data concentration module is connected to the multiple field data collection modules;
[0037] The data segmentation processing module is used for segmentation processing of the data after tendency concentration. The data segmentation processing module is connected to the tendency data concentration module. The data segmentation processing module uses the block splitting method to segment the data after tendency concentration.
[0038] Specifically, the data in each field data collection module tends to be concentrated, and the following formula (1) is used to work:
[0039] (1);
[0040] in, The data in the i-th field data collection module is placed at the i-th position in the tendency data concentration module. is the data in the ith field data acquisition module, is the i-th position in the module in the preference data set, is the i-th position in the module of the orientation dataset; It is the total number of field data collection modules or the total number of data in the tendency data concentration module;
[0041] A model in which the data in each field data collection module are tended to be concentrated at the corresponding position in the tendency data concentration module.
[0042] The field data acquisition module has Each field data collection module collects one field data, and the data in each field data collection module are concentrated in the tendency data concentration module.
[0043] In addition, the block splitting method uses the following formula (2) to work:
[0044] (2);
[0045] in, is the data in the ith field data acquisition module, It is the total number of field data collection modules or the total number of data in the tendency data concentration module; is the i-th position in the module in the preference data set, is the volume limit of the i-th position data in the module of the tendency data set (i.e., the volume of the i-th position data remains unchanged); An operation for selecting the i-th position in the module of the preferred data set and the i-th position data volume limit; An operation including selecting the i-th position in the module in the preference data set and limiting the data volume of the i-th position;
[0046] or The data volume of the i-th position in the module of the tendency data set is limited, and the data of the i-th position in the module of the tendency data set is selected.
[0047] That is to say, the position of each data in the module of the tendency data set is found, and the volume of each data remains unchanged, so that the data at a certain position can be selected and the volume of the data at this position remains unchanged.
[0048] Furthermore, the operation of selecting the i-th position in the module of the biased data set and the i-th position data volume limit is as follows:
[0049] (3);
[0050] in, is the matrix of data position and data volume restrictions in the module of the tendency data set, the i-th position in the module of the tendency data set The volume of the data on the ith position and the data on the ith position is calculated by The total number of locations in the data set collection module and the total number of field data collection modules are limited to .
[0051] The first position in the module of the tendency data set The volume of the data on the first position and the data on the first position is calculated by To restrict, and so on, The first Locations The data above and The volume of data at each location is calculated by Limit the volume of data at each location.
[0052] Example 2
[0053] Based on Example 1, Figure 3 As shown, the data after the tendency concentration in the tendency data set concentration module are a1…a 13 , a1…a 13At each position within the module in the propensity dataset, a1…a 13 Their volumes remain unchanged, which makes it easier for the data segmentation processing module to select data at a certain position in the module that tends to be in the data set, a1…a 13 Their positions can be randomly assigned as long as they correspond to a1…a 13 The respective position numbers are OK.
[0054] Example 3
[0055] like Figure 1 and Figure 2 As shown, based on Example 1-Example 2, the data segmentation processing module is connected to the network switch, and the data in the data segmentation processing module is transmitted to the network switch.
[0056] like Figure 2 As shown, the network switch is connected to the power coordination center and the power dispatching center, and the network switch transmits the data in the data segmentation processing module (that is, the data segmented and processed after the data is concentrated in the data concentration module) to the power coordination center or the power dispatching center.
[0057] The power coordination center includes a power distribution module, an update and iteration control unit, and a power output module; the power distribution module is connected to the update and iteration control unit and the power output module;
[0058] The power distribution module is connected to the network switch, and is used to receive data in the data segmentation processing module transmitted by the network switch, and to control the power distribution module to distribute power by updating the iterative control unit; the power output module outputs the distributed power.
[0059] Here, the update iterative control unit operates the power allocation module to allocate active power and reactive power (i.e., a1…a 13 Active power and reactive power distribution based on certain data in
[0060] The control or regulation of active power is that the active regulation rate should be ≥10%, and the charge-discharge conversion time should be <400ms. Under normal operating conditions, electric power control should be carried out according to the control curve or instruction given or approved by the grid dispatching agency, and the tracking deviation between the actual output curve and the dispatching instruction curve should not exceed ±2% rated power.
[0061] Reactive power control or regulation means that the parameters such as reactive power regulation method, reference voltage and voltage regulation rate should comply with the instructions of the dispatching department, and the reactive power dynamic response time should be <100ms.
[0062] Power output module output a1…a 13 The active power or reactive power that has been allocated to a certain data in the .
[0063] like Figure 2 As shown, the power dispatching center includes a data distribution module, an instruction sending and controlling unit, and a data output module; the data distribution module is connected to the instruction sending and controlling unit and the data output module;
[0064] The data distribution module is connected to the network switch. The data distribution module is used to receive data from the data segmentation processing module transmitted by the network switch (that is, data that has been segmented and processed after the data has been concentrated in the data concentration module), and to send instructions to the control unit to regulate or control the data distribution module to distribute data; the data output module outputs the distributed data.
[0065] The data allocation module allocates a1…a 13 The command sends a data to the control unit to control or control a1…a 13 Whether a certain data in is output, the data output module outputs a1…a 13 A data in .
[0066] The above is only a specific embodiment of the present invention, but the protection scope of the present invention is not limited thereto. Any person skilled in the art can easily think of changes or substitutions within the technical scope of the present invention, which should be included in the protection scope of the present invention. Therefore, the protection scope of the present invention should be based on the protection scope of the claims.
Claims
1. A distribution network energy management system based on data collection and analysis, characterized in that: include: Multiple field data acquisition modules; A tendency data concentration module, used for concentrating the data tendency in each of the field data collection modules, and the tendency data concentration module is connected to the plurality of field data collection modules; The data segmentation processing module is used for segmentation processing of the data after tendency concentration. The data segmentation processing module is connected to the tendency data concentration module, wherein the data segmentation processing module adopts block splitting method to segment the data after tendency concentration.
2. A distribution network energy management system based on data collection and analysis according to claim 1, characterized in that: The data in each of the field data collection modules tend to be concentrated, and the following formula (1) is used to work: (1); in, The data in the i-th field data collection module is placed at the i-th position in the tendency data concentration module. is the data in the ith field data acquisition module, is the i-th position in the module in the preference data set, is the i-th position in the module of the orientation dataset; It is the total number of field data collection modules or the total number of data in the tendency data concentration module; A model in which the data in each field data collection module are tended to be concentrated at the corresponding position in the tendency data concentration module.
3. A distribution network energy management system based on data collection and analysis according to claim 1, characterized in that: The block splitting method uses the following formula (2) to work: (2); in, is the data in the ith field data acquisition module, It is the total number of field data collection modules or the total number of data in the tendency data concentration module; is the i-th position in the module in the preference data set, is the volume limit of the i-th position data in the module of the tendency dataset; An operation for selecting the i-th position in the module of the preferred data set and the i-th position data volume limit; An operation including selecting the i-th position in the module in the preference data set and limiting the data volume of the i-th position; or The data volume of the i-th position in the module of the tendency data set is limited, and the data of the i-th position in the module of the tendency data set is selected.
4. A distribution network energy management system based on data collection and analysis according to claim 3, characterized in that: The operation of selecting the i-th position in the module of the tendency data set and limiting the data volume of the i-th position is as follows: (3); in, is the matrix of data position and data volume restrictions in the module of the tendency data set, the i-th position in the module of the tendency data set The volume of the data on the ith position and the data on the ith position is calculated by The total number of locations in the data set collection module and the total number of field data collection modules are limited to .
5. A distribution network energy management system based on data collection and analysis according to claim 1, characterized in that: The data segmentation processing module is connected to the network switch, and the data in the data segmentation processing module is transmitted to the network switch.
6. A distribution network energy management system based on data collection and analysis according to claim 5, characterized in that: The network switch is connected to the power coordination center and the power dispatching center, and the network switch transmits the data in the data segmentation processing module to the power coordination center or the power dispatching center.
7. A distribution network energy management system based on data collection and analysis according to claim 6, characterized in that: The power coordination center includes a power distribution module, an update iterative control unit and a power output module; the power distribution module is connected to the update iterative control unit and the power output module; The power distribution module is used to receive the data in the data segmentation processing module transmitted by the network switch, and to regulate the power distribution module to distribute power by updating the iterative regulation unit; the power output module outputs the distributed power.
8. A distribution network energy management system based on data collection and analysis according to claim 6, characterized in that: The power dispatching center includes a data distribution module, an instruction sending and controlling unit, and a data output module; the data distribution module is connected to the instruction sending and controlling unit and the data output module; The data distribution module is used to receive the data in the data segmentation processing module transmitted by the network switch, and to control the data distribution module to distribute the data through the instruction sending control unit; The data output module outputs the assigned data.
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