A green energy management system and method for photovoltaic storage and charging / discharging

By collecting and analyzing the data of the power grid user circuit and intelligently matching the charging and discharging solutions of energy storage equipment, the problem that the existing optical storage charging and discharging energy management system cannot make intelligent decisions, and improves the efficiency of power management and system stability.

CN118508426BActive Publication Date: 2025-02-14INSPUR ARTIFICIAL INTELLIGENCE RES INST CO LTD SHANDONG CHINA
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Patent Information

Application Number
CN202410680624.6
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-05-29
Publication Date
2025-02-14
Estimated Expiration
2044-05-29

AI Technical Summary

Technical Problem

The existing optical storage, charging and discharging energy management systems cannot intelligently decide on the charging or discharging behavior of energy storage equipment on the power grid system, resulting in overloading of the power load of the power grid system, reducing the applicability and safety of the system.

Method used

By collecting product characteristic data and real-time electrical power data of the circuit protector of the power grid user side, using data identification and search algorithms to analyze the power load status, intelligently match the charging and discharging scheme of the energy storage equipment, and control the energy storage equipment to perform specific charging and discharging operations.

Benefits of technology

It realizes accurate detection and intelligent regulation of the power load status of the power grid system, and improves the power management efficiency and system operation stability of the optical storage, charging and discharging energy management system.

✦ Generated by Eureka AI based on patent content.

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Abstract

The present invention relates to the technical field of electric energy storage systems, and discloses a photovoltaic charging and discharging green electric energy management system and method, wherein the system comprises a rated electric power identification module at a power grid user end, an electric load analysis module at a power grid user end, and an energy storage device charging and discharging control module; by scientifically presetting charging and discharging scheme parameters of energy storage devices corresponding to different electric load states and combining an intelligent search algorithm with electric grid user end electric load state analysis result data for character matching, the charging and discharging scheme parameters of energy storage devices for a power grid system required for different electric load states at the power grid user end are intelligently analyzed, thereby improving the electric energy management efficiency and quality of the photovoltaic charging and discharging energy management system; according to the charging and discharging scheme parameters of the energy storage devices for the power grid system, the energy storage devices are autonomously and efficiently controlled to accurately charge and discharge the power grid system, thereby improving the applicability of the photovoltaic charging and discharging energy management system and the stability of the operation of the power grid system.
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Description

Technical Field

[0001] The present invention relates to the technical field of electric energy storage systems, and in particular to a photovoltaic storage charging and discharging green electric energy management system and method. Background Art

[0002] The concept of photovoltaic storage charging and discharging refers to the use of a "combination" of distributed photovoltaics, energy storage systems, and charging and discharging. Through an integrated solution, it integrates photovoltaic power generation, energy storage, microgrid control, and electric vehicle charging. It uses battery energy storage systems to absorb valley electricity and support fast charging loads during peak periods. At the same time, it is supplemented by photovoltaic power generation systems to effectively reduce the peak load of the charging station grid, improve the system operation efficiency, and provide auxiliary service functions for the grid. This model can well make up for the pain points and shortcomings in the construction of charging stations, and thus have a profound impact on the development of the new energy vehicle industry. The photovoltaic storage charging and discharging system can also solve the problem of insufficient land resources or grid access. It has the characteristics of multiple energy complementarity, large centralized land area, strong acceptance capacity, and high power utilization. The emergence of this integrated system is to solve the problem of low electricity consumption. The photovoltaic storage charging and discharging integrated station can charge itself or electric vehicles. At the peak of electricity consumption, when the power grid is insufficient, the photovoltaic storage charging integrated station can supply power to the grid, playing the role of peak shaving and valley filling. The photovoltaic storage charging industry refers to an industry with light, electricity and energy storage technology as the core, and aims to improve energy utilization efficiency and promote the development of clean energy. The development of the photovoltaic storage charging and discharging industry can promote the popularization and application of clean energy, reduce dependence on traditional fossil energy, reduce carbon emissions, and promote sustainable development. At the same time, the photovoltaic storage charging and discharging industry also has broad market prospects and economic value. The current photovoltaic storage charging and discharging energy management is based on artificially set time periods to control the energy storage equipment to charge or discharge the power grid system, which is easy to cause the power load of the power grid system to overload, and cannot intelligently decide the charging or discharging behavior of the energy storage equipment to the power grid system based on the power load status of the power grid system, which reduces the applicability and safety of the photovoltaic storage charging and discharging energy management system.

[0003] The Chinese invention patent application with publication number CN112165108A discloses a green backup power supply system and method for a data center, which takes hydrogen energy storage as the core, and applies fuel cell power generation technology, electrolytic cell hydrogen production technology and lithium battery energy storage technology to realize the backup power supply function of the data center and cooperate with the auxiliary peak-shaving function of the power grid. The configured lithium battery unit effectively improves the response speed of the green backup power supply of the data center. According to the working requirements of the green backup power supply of the data center, four typical operating modes are divided, namely, the backup power supply mode, the auxiliary peak-shaving mode, the lithium battery charging mode and the hydrogen production mode, and the converter structure and operating technology of each unit under each mode are designed. In addition, an energy management system is designed, and a working mode judgment process of the energy management system is proposed, and the entry conditions of each operating mode are specifically analyzed. Through the online energy regulation of the energy management system, the coordinated operation of the backup power supply and the power grid is finally realized. The above technical scheme cannot make intelligent decisions on the charging or discharging behavior of the power grid system based on the power load state of the power grid system, which reduces the applicability and safety of the green backup power supply system. Summary of the invention

[0004] 1. Technical issues to be resolved

[0005] In order to solve the problem that the current photovoltaic storage charging and discharging energy management is based on artificially set time periods to control the energy storage equipment to charge or discharge the power grid system, which easily causes the power load of the power grid system to overload, and cannot intelligently decide the charging or discharging behavior of the energy storage equipment on the power grid system according to the power load status of the power grid system, which reduces the applicability and safety of the photovoltaic storage charging and discharging energy management system, the above purpose is to accurately collect the characteristic parameters of the circuit protector at the user end of the power grid, accurately identify the rated power of the circuit at the user end of the power grid, scientifically collect the real-time power parameters of the circuit at the user end of the power grid, intelligently analyze the power load status of the user end of the power grid, and accurately regulate the charging or discharging behavior of the energy storage equipment on the power grid system.

[0006] (II) Technical solution

[0007] The present invention is implemented by the following technical scheme: a method for managing green power of photovoltaic storage and charging and discharging, the method comprising the following steps:

[0008] S1. Collect product characteristic data of circuit protectors at the user end of the power grid;

[0009] S2, using a data recognition algorithm to match the product characteristic characters of the circuit protector with the rated electric power data of the circuit protector at the user end of the power grid, searching for the rated electric power data of the circuit protector at the user end of the power grid corresponding to the product characteristic data of the circuit protector at the user end of the power grid, generating the rated electric power data of the circuit protector at the user end of the power grid and outputting it;

[0010] S3, when outputting the rated power data of the power grid user-side circuit, collecting the real-time power data of the power grid user-side circuit;

[0011] S4, performing data preprocessing on the real-time electric power data of the power grid user-end circuit to generate real-time electric power data of the standard power grid user-end circuit, performing data mean processing on the real-time electric power data of the standard power grid user-end circuit, and measuring the real-time electric power mean of the standard power grid user-end circuit;

[0012] S5, comparing the real-time electric power average value of the standard power grid user-side circuit with the rated electric power data of the power grid user-side circuit in terms of the numerical value of the circuit electric power, and generating and outputting the power grid user-side electric load state analysis result data according to the comparison result of the numerical value of the circuit electric power;

[0013] S6, obtaining the power load state analysis result data of the power grid user end, using a data search algorithm to match the power load state character of the power grid user end power load state analysis result data with the energy storage device charging and discharging plan data corresponding to different power load states, searching for the energy storage device charging and discharging plan data corresponding to the power grid user end power load state analysis result data and marking and generating the energy storage device charging and discharging plan data for the power grid system;

[0014] S7. Control the energy storage device to perform specific charging and discharging operations on the power grid system according to the charging and discharging plan data of the energy storage device on the power grid system.

[0015] Preferably, the steps of collecting product characteristic data of the circuit protector at the user end of the power grid are as follows:

[0016] S11. Collect product characteristic data of the circuit protector of the total input circuit of the power grid user end through the data collection dialog box and generate product characteristic data of the circuit protector of the power grid user end The power grid user end includes any one of a residential power grid user end, an enterprise power grid user end, a regional power grid user end, and a city power grid user end. The circuit protector represents a device used to monitor that the maximum real-time electric power in the power grid user end circuit does not exceed the rated electric power. The power grid user end circuit protector product characteristic data includes the name, manufacturer, model and specifications of the circuit protector product.

[0017] Preferably, the data recognition algorithm is used to match the product characteristic characters of the circuit protector with the rated electric power data of the circuit protector at the user end of the power grid, and the steps of searching for the rated electric power data of the circuit protector at the user end of the power grid corresponding to the product characteristic data of the circuit protector at the user end of the power grid, generating the rated electric power data of the circuit protector at the user end of the power grid and outputting the data are as follows:

[0018] S21. Establishing a data set of rated power of circuit protectors at the user end of the power grid , ;in Indicates The rated power data of the circuit protector at the user end of the power grid corresponding to the product characteristics of the circuit protector. Indicates the maximum number of circuit protector product feature types. The unit is kW;

[0019] S22, using a data recognition algorithm to identify the product feature data of the circuit protector at the user end of the power grid A data set of rated electric power of the circuit protector at the user end of the power grid Rated power data of circuit protectors at the user end of China Power Grid Perform product feature character matching on the circuit protector to search for product feature data of the circuit protector at the power grid user end The corresponding rated power data of the circuit protector at the user end of the power grid , execute the search for the product characteristic data of the circuit protector at the user end of the power grid Corresponding rated power data of circuit protector at the user end of the power grid The specific steps are as follows:

[0020] S221, initialization, defining the relevant structural parameters as vectors, and the rated power data set of the circuit protector at the user end of the power grid constitute In the dimensional optimization problem, the electric power search sand cat represents the 1× Array, each variable value is a floating point number, each variable value to It is a collection of rated power data of circuit protectors at the user end of the power grid. Between the lower and upper bounds in the search space, the fitness of each electric power search sand cat is obtained by the fitness function of the problem to be solved;

[0021] S222, Searching for prey, the final and main parameters controlling the transition between exploration and exploitation phases are ,when >1, the electric power search sand cat in the power grid user end circuit protector rated electric power data collection Search the search space to find the product feature data of the circuit protector at the user end of the power grid Matching the rated power data of the circuit protector at the user end of the power grid , the electric power search sand cat search process depends on the release of low-frequency noise, assuming that the sensitivity range of the electric power search sand cat From 0 to 2kHz, Inspired by the electric power search for the auditory characteristics of sand cats, assuming its value is 2, is the current iteration number, is the maximum number of iterations, rand(0,1) represents a random number ranging from 0 to 1; , ,in represents the sensitivity vector; each electric power searches for the best candidate position according to and current location And its sensitivity range Update your own location, that is, the rated power data set of the circuit protector at the user end of the power grid Search for product feature data related to circuit protectors at the user end of the power grid in the search space The most matching rated power data of the circuit protector at the user end of the power grid The position is calculated as follows: ,in It represents the t+1th iteration of the electric power search of the sand cat individual in the power grid user-side circuit protector rated electric power data set The current position in the search space, It represents the t-times iterative power search for the rated power data set of the circuit protector at the user end of the power grid. The best candidate position in the search space;

[0022] S223, attack prey, when When ≤1, the power search sand cat is the rated power data set of the circuit protector at the user end of the power grid Search the search space and use the best candidate position With current location Generate a random location, that is, a data set of the rated power of the circuit protector at the user end of the power grid Randomly search for product feature data of circuit protectors at the user end of the power grid in the search space Matching the rated power data of the circuit protector at the user end of the power grid Assuming that the sensitivity range of the electric power search sand cat is a circle, the roulette method is used to randomly select a corner for each electric power search sand cat. , the random position calculation formula is as follows: , collect the rated power data of the circuit protector at the user end of the power grid Search where represents the sensitivity vector, Indicates angle The cosine value of Represents the electric power search sand cat at the user end of the power grid circuit protector rated electric power data set Random positions in the search space make the electric power search cat approach and attack the prey, that is, the rated electric power data set of the circuit protector at the user end of the power grid Search the search space to find the product feature data of the circuit protector at the user end of the power grid Matching the rated power data of the circuit protector at the user end of the power grid ;

[0023] S224, when the search algorithm reaches the maximum number of iterations, output the product characteristic data of the circuit protector at the power grid user end Matching the rated power data of the circuit protector at the user end of the power grid , otherwise continue to iterate until the maximum number of iterations is met;

[0024] S23, the rated power data of the circuit protector at the user end of the power grid outputted in step S224 Identify and generate the rated power data of the circuit at the user end of the power grid And output, The unit is kW.

[0025] Preferably, when outputting the rated electric power data of the power grid user-side circuit, the operation steps of collecting the real-time electric power data of the power grid user-side circuit are as follows:

[0026] S31, when outputting the rated power data of the power grid user-side circuit When the power is measured, the power in the user-side circuit of the power grid is collected in real time through the power measurement equipment and a real-time power data set of the user-side circuit of the power grid is generated. .

[0027] Preferably, the real-time electric power data of the power grid user-end circuit is preprocessed to generate the real-time electric power data of the standard power grid user-end circuit, and the real-time electric power data of the standard power grid user-end circuit is processed by data mean value to measure the real-time electric power mean value of the standard power grid user-end circuit as follows:

[0028] S41, using an adaptive filtering method to collect the real-time electric power data of the power grid user-side circuit Perform data noise reduction preprocessing to generate a real-time electric power data set of standard power grid user-side circuits , ;in Indicates the collected Real-time power data of standard power grid user-side circuits, Indicates the maximum value of the real-time electric power data of the standard power grid user end circuit. The unit is kW;

[0029] S42, using the mean formula to calculate the real-time electric power data set of the standard power grid user-side circuit Real-time power data of the standard power grid user-side circuit Perform data averaging to measure the real-time average power of the standard power grid user-side circuit , The unit is kW.

[0030] Preferably, the real-time electric power mean value of the standard power grid user-side circuit and the rated electric power data of the power grid user-side circuit are compared in terms of the numerical value of the circuit electric power, and based on the numerical value comparison result of the circuit electric power, the operation steps of generating and outputting the power grid user-side electric load state analysis result data are as follows:

[0031] S51, the real-time electric power average of the standard power grid user-side circuit and the rated power data of the power grid user-side circuit Compare the numerical values ​​of circuit power and generate the power load status analysis result data of the power grid user end according to the numerical value comparison results of circuit power. ;

[0032] when ≥ , indicating that the real-time power consumed by the electrical equipment in the power grid user-side circuit is not less than the rated power of the circuit, and the power grid user-side circuit is already in a critical overload state or an overload state, then the power grid user-side power load state analysis result data is output It is an abnormal power load state;

[0033] when < , indicating that the real-time power consumed by the electrical equipment in the power grid user-side circuit is less than the rated power of the circuit, and the power grid user-side circuit is in a normal load state, then the power grid user-side power load state analysis result data is output It is the normal power load state.

[0034] Preferably, the power load state analysis result data of the power grid user end is obtained, and the power load state character matching is performed between the power load state analysis result data of the power grid user end and the energy storage device charging and discharging plan data corresponding to different power load states by using a data search algorithm, and the energy storage device charging and discharging plan data corresponding to the power grid user end power load state analysis result data is searched out and the energy storage device charging and discharging plan data for the power grid system is marked and generated. The operation steps are as follows:

[0035] S61, obtaining the power load status analysis result data of the power grid user end ;

[0036] S62. Establishing a data set of charging and discharging plans for energy storage devices corresponding to different power load states ,in Indicates the power load status analysis result data of the power grid user end The abnormal power load state analysis result data of the power grid user side corresponding to the abnormal power load state, Indicates the abnormal power load status analysis result data of the power grid user end The energy storage device charging and discharging plan data corresponding to the photovoltaic storage charging and discharging is to charge the power grid system; Indicates the power load status analysis result data of the power grid user end The normal power load state analysis result data of the power grid user side corresponding to the normal power load state, Indicates the analysis result data of normal power load status at the power grid user end The energy storage device charging and discharging plan data corresponding to the photovoltaic storage charging and discharging is to discharge the power grid system. It represents the corresponding relationship between the power load state analysis result data of the power grid user end and the charging and discharging plan data of the energy storage device, that is, correspond , correspond ;

[0037] S63, using the BERT language model to analyze the power load status result data of the power grid user end A data set of energy storage device charging and discharging plans corresponding to the different power load states China Power Grid user-side abnormal power load status analysis results data And the normal power load status analysis result data of the power grid user end Perform power load status character matching to search for the power grid user-side power load status analysis result data The corresponding energy storage device charging and discharging plan data and the generated energy storage device charging and discharging plan data for the power grid system;

[0038] when and The power load status character matching is successful, indicating the power load status analysis result data of the power grid user end In the abnormal power load state, the energy storage device charging and discharging plan data is used to charge the power grid system. The logo generates data on the charging and discharging plan of the energy storage device for the power grid system ;

[0039] when and The power load status character matching is successful, indicating the power load status analysis result data of the power grid user end In the normal power load state, the energy storage device charging and discharging plan data is to discharge the power grid system. The logo generates data on the charging and discharging plan of the energy storage device for the power grid system .

[0040] Preferably, the operation steps of controlling the energy storage device to perform specific charging and discharging operations on the power grid system according to the charging and discharging plan data of the energy storage device on the power grid system are as follows:

[0041] S71, controlling the energy storage device to perform specific charging and discharging operations on the power grid system according to the charging and discharging scheme data of the energy storage device on the power grid system generated by the identification in step S63;

[0042] When the charging and discharging plan data of the energy storage device for the power grid system is When the energy storage device charges and discharges the power grid system, Control the energy storage equipment to charge the power grid system;

[0043] When the charging and discharging plan data of the energy storage device for the power grid system is When the energy storage device is used to charge and discharge the power grid system Control the energy storage equipment to discharge the power grid system.

[0044] A photovoltaic storage charging and discharging green power management system, the system includes a grid user-end rated power identification module, a grid user-end power load analysis module, and an energy storage device charging and discharging control module;

[0045] The grid user-end rated electric power identification module includes a grid user-end circuit protector product feature collection unit, a grid user-end circuit protector rated electric power storage unit, a grid user-end circuit rated electric power identification unit, and a grid user-end circuit rated electric power identification result output unit;

[0046] The grid user-end circuit protector product feature acquisition unit is used to acquire grid user-end circuit protector product feature data through a data acquisition dialog box; the grid user-end circuit protector rated electric power storage unit is used to store grid user-end circuit protector rated electric power data; the grid user-end circuit rated electric power identification unit is used to match the grid user-end circuit protector product feature data with the grid user-end circuit protector rated electric power data using a data identification algorithm to perform circuit protector product feature character matching, and search out the grid user-end circuit protector rated electric power data corresponding to the grid user-end circuit protector product feature data to generate grid user-end circuit rated electric power data; the grid user-end circuit rated electric power identification result output unit is used to output the grid user-end circuit rated electric power data;

[0047] The power grid user-side power load analysis module includes a power grid user-side circuit real-time power acquisition unit, a power grid user-side circuit real-time power preprocessing unit, a power grid user-side circuit real-time power mean value measurement unit, a power grid user-side power load state analysis unit, and a power grid user-side power load state analysis result output unit;

[0048] The real-time electric power acquisition unit of the power grid user-end circuit collects the real-time electric power data of the power grid user-end circuit through the electric power measuring equipment; the real-time electric power preprocessing unit of the power grid user-end circuit performs data preprocessing on the real-time electric power data of the power grid user-end circuit to generate standard real-time electric power data of the power grid user-end circuit; the real-time electric power mean value metering unit of the power grid user-end circuit performs data mean processing on the real-time electric power data of the standard power grid user-end circuit, and measures the real-time electric power mean value of the standard power grid user-end circuit; the power grid user-end electric load state analysis unit compares the numerical value of the circuit electric power of the standard power grid user-end circuit mean value and the rated electric power data of the power grid user-end circuit, and generates the power grid user-end electric load state analysis result data according to the comparison result of the numerical value of the circuit electric power; the power grid user-end electric load state analysis result output unit is used to output the power grid user-end electric load state analysis result data;

[0049] The energy storage device charge and discharge control module includes a power grid user end power load state analysis result acquisition unit, a storage unit for energy storage device charge and discharge plans corresponding to different power load states, an energy storage device to power grid system charge and discharge plan analysis unit, and an energy storage device to power grid system charge and discharge operation execution unit;

[0050] The power grid user-side power load state analysis result acquisition unit is used to acquire the power grid user-side power load state analysis result data; the energy storage device charging and discharging plan storage unit corresponding to different power load states is used to store the energy storage device charging and discharging plan data corresponding to different power load states; the energy storage device to power grid system charging and discharging plan analysis unit adopts a data search algorithm to match the power grid user-side power load state analysis result data with the energy storage device charging and discharging plan data corresponding to different power load states to perform power load state character matching, searches out the energy storage device charging and discharging plan data corresponding to the power grid user-side power load state analysis result data and identifies and generates the energy storage device charging and discharging plan data for the power grid system; the energy storage device to power grid system charging and discharging operation execution unit controls the energy storage device to execute specific charging and discharging operations on the power grid system according to the energy storage device to power grid system charging and discharging plan data.

[0051] (III) Beneficial effects

[0052] The present invention provides a photovoltaic storage charging and discharging green energy management system and method. It has the following beneficial effects:

[0053] 1. Through the grid user-side circuit protector product feature collection unit, the data collection dialog box is used to accurately obtain the grid user-side circuit protector product feature parameters, so as to provide data support for the grid user-side circuit rated power collection of the photovoltaic storage charging and discharging energy management system; the grid user-side circuit protector rated power storage unit and the grid user-side circuit rated power identification unit cooperate with each other, scientifically preset the grid user-side circuit protector rated power parameters combined with the intelligent identification algorithm and the grid user-side circuit protector product feature data for character matching, accurately analyze the rated power parameters of the grid user-side circuit, and improve the grid user-side power management efficiency of the photovoltaic storage charging and discharging energy management system.

[0054] 2. Through the real-time electric power acquisition unit of the power grid user-end circuit, the electric power measurement equipment is used to collect the real-time electric power parameters of the power grid user-end circuit online, so as to provide reliable data support for the precise control of the charging and discharging behavior of the energy storage equipment in the photovoltaic storage charging and discharging energy management system on the power grid system; the real-time electric power preprocessing unit of the power grid user-end circuit and the real-time electric power average metering unit of the power grid user-end circuit cooperate with each other to perform data noise reduction preprocessing and average processing on the collected real-time electric power parameters of the power grid user-end circuit, thereby improving the authenticity of the real-time electric power parameter data of the power grid user-end circuit and improving the accuracy of the control of the charging and discharging behavior of the energy storage equipment in the photovoltaic storage charging and discharging energy management system on the power grid system; the power load state analysis unit of the power grid user-end conducts online real-time numerical comparison of the real-time electric power average value of the standard power grid user-end circuit and the rated electric power parameter of the power grid user-end circuit, so as to realize the precise detection of the power load state of the power grid user-end and realize the sensitivity and applicability of the energy storage equipment in the photovoltaic storage charging and discharging energy management system to control the charging and discharging behavior of the power grid system.

[0055] 3. Through the cooperation between the storage unit for energy storage device charging and discharging schemes corresponding to different power load states and the unit for analyzing the charging and discharging schemes of energy storage devices for the power grid system, the parameters of the charging and discharging schemes of energy storage devices corresponding to different power load states are scientifically preset, and the intelligent search algorithm is combined with the power grid user end power load state analysis result data for character matching, and the charging and discharging scheme parameters of energy storage devices for the power grid system required for different power load states at the power grid user end are intelligently analyzed, thereby improving the power management efficiency and quality of the photovoltaic charging and discharging energy management system; the energy storage device for the power grid system charging and discharging operation execution unit independently and efficiently controls the energy storage device to accurately charge and discharge the power grid system according to the parameters of the charging and discharging schemes of energy storage devices for the power grid system, thereby improving the applicability of the photovoltaic charging and discharging energy management system and the stability of the power grid system operation. BRIEF DESCRIPTION OF THE DRAWINGS

[0056] Figure 1 A schematic diagram of a module of a photovoltaic storage charging and discharging green power management system provided by the present invention;

[0057] Figure 2 A flow chart of a photovoltaic storage charging and discharging green electric energy management method provided by the present invention. DETAILED DESCRIPTION

[0058] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0059] The embodiments of the photovoltaic storage charging and discharging green power management system and method are as follows:

[0060] See also Figure 1 - Figure 2 , a method for managing green power of photovoltaic storage and charging and discharging, the method comprising the following steps:

[0061] S1. Collect product characteristic data of circuit protectors at the user end of the power grid;

[0062] S2, using a data recognition algorithm to match the product characteristic data of the circuit protector at the power grid user end with the rated electric power data of the circuit protector at the power grid user end, searching for the rated electric power data of the circuit protector at the power grid user end corresponding to the product characteristic data of the circuit protector at the power grid user end, generating the rated electric power data of the circuit at the power grid user end and outputting it;

[0063] S3, when outputting the rated power data of the power grid user-side circuit, collecting the real-time power data of the power grid user-side circuit;

[0064] S4, preprocessing the real-time electric power data of the power grid user-side circuit to generate the real-time electric power data of the standard power grid user-side circuit, performing data mean processing on the real-time electric power data of the standard power grid user-side circuit, and measuring the real-time electric power mean of the standard power grid user-side circuit;

[0065] S5, comparing the real-time electric power average value of the standard power grid user-side circuit with the rated electric power data of the power grid user-side circuit, and generating and outputting the power grid user-side electric load state analysis result data according to the comparison result of the circuit electric power;

[0066] S6, obtaining the power load state analysis result data of the power grid user end, using a data search algorithm to match the power load state analysis result data of the power grid user end with the energy storage device charging and discharging plan data corresponding to different power load states, searching for the energy storage device charging and discharging plan data corresponding to the power grid user end power load state analysis result data and marking and generating the energy storage device charging and discharging plan data for the power grid system;

[0067] S7. Control the energy storage device to perform specific charging and discharging operations on the power grid system according to the charging and discharging plan data of the energy storage device on the power grid system.

[0068] For further information, see Figure 1 - Figure 2 The steps for collecting product characteristic data of circuit protectors at the power grid user end are as follows:

[0069] S11. Collect product characteristic data of the circuit protector of the total input circuit of the power grid user end through the data collection dialog box and generate product characteristic data of the circuit protector of the power grid user end The power grid user end includes any one of the residential power grid user end, the enterprise power grid user end, the regional power grid user end, and the urban power grid user end. The circuit protector refers to a device used to monitor that the maximum real-time electric power in the power grid user end circuit does not exceed the rated electric power. The product characteristic data of the power grid user end circuit protector includes the name, manufacturer, model and specifications of the circuit protector product.

[0070] The steps of using a data recognition algorithm to match the product characteristic characters of the circuit protector with the rated electric power data of the circuit protector at the user end of the power grid by using the product characteristic data recognition algorithm, searching for the rated electric power data of the circuit protector at the user end of the power grid corresponding to the product characteristic data of the circuit protector at the user end of the power grid, generating the rated electric power data of the circuit at the user end of the power grid and outputting it are as follows:

[0071] S21. Establishing a data set of rated power of circuit protectors at the user end of the power grid , ;in Indicates The rated power data of the circuit protector at the user end of the power grid corresponding to the product characteristics of the circuit protector. Indicates the maximum number of circuit protector product feature types. The unit is kW;

[0072] S22, using data recognition algorithm to identify the product feature data of the circuit protector at the user end of the power grid Data collection of rated power of circuit protectors at the user end of the power grid Rated power data of circuit protectors at the user end of China Power Grid Match product feature characters of circuit protectors to search for product feature data of circuit protectors at the power grid user end Corresponding rated power data of circuit protector at the user end of the power grid , execute the search for the product characteristic data of the circuit protector at the user end of the power grid Corresponding rated power data of circuit protector at the user end of the power grid The specific steps are as follows:

[0073] S221, initialization, defining the relevant structural parameters as vectors, and the rated power data set of the circuit protector at the user end of the power grid constitute In the dimensional optimization problem, the electric power search sand cat represents the 1× Array, each variable value is a floating point number, each variable value to It is a collection of rated power data of circuit protectors at the user end of the power grid. Between the lower and upper bounds in the search space, the fitness of each electric power search sand cat is obtained by the fitness function of the problem to be solved;

[0074] S222, Searching for prey, the final and main parameters controlling the transition between exploration and exploitation phases are ,when >1, the electric power search sand cat in the power grid user end circuit protector rated electric power data collection Search the search space to find the product feature data of the circuit protector at the user end of the power grid Matching the rated power data of the circuit protector at the user end of the power grid , the electric power search sand cat search process depends on the release of low-frequency noise, assuming that the sensitivity range of the electric power search sand cat From 0 to 2kHz, Inspired by the electric power search for the auditory characteristics of sand cats, assuming its value is 2, is the current iteration number, is the maximum number of iterations, rand(0,1) represents a random number ranging from 0 to 1; , ,in represents the sensitivity vector; each electric power searches for the best candidate position according to and current location And its sensitivity range Update your own location, that is, the rated power data set of the circuit protector at the user end of the power grid Search for product feature data related to circuit protectors at the user end of the power grid in the search space The most matching rated power data of the circuit protector at the user end of the power grid The position is calculated as follows: ,in It represents the t+1th iteration of the electric power search of the sand cat individual in the power grid user-side circuit protector rated electric power data set The current position in the search space, It represents the t-times iterative power search for the rated power data set of the circuit protector at the user end of the power grid. The best candidate position in the search space;

[0075] S223, attack prey, when When ≤1, the power search sand cat is the rated power data set of the circuit protector at the user end of the power grid Search the search space and use the best candidate position With current location Generate a random location, that is, a data set of the rated power of the circuit protector at the user end of the power grid Randomly search for product feature data of circuit protectors at the user end of the power grid in the search space Matching the rated power data of the circuit protector at the user end of the power grid Assuming that the sensitivity range of the electric power search sand cat is a circle, the roulette method is used to randomly select a corner for each electric power search sand cat. , the random position calculation formula is as follows: , collect the rated power data of the circuit protector at the user end of the power grid Search where represents the sensitivity vector, Indicates angle The cosine value of Represents the electric power search sand cat at the user end of the power grid circuit protector rated electric power data set Random positions in the search space make the electric power search cat approach and attack the prey, that is, the rated electric power data set of the circuit protector at the user end of the power grid Search the search space to find the product feature data of the circuit protector at the user end of the power grid Matching the rated power data of the circuit protector at the user end of the power grid ;

[0076] S224, when the search algorithm reaches the maximum number of iterations, output the product characteristic data of the circuit protector at the power grid user end Matching the rated power data of the circuit protector at the user end of the power grid , otherwise continue to iterate until the maximum number of iterations is met;

[0077] S23, the rated power data of the circuit protector at the user end of the power grid outputted in step S224 Identify and generate the rated power data of the circuit at the user end of the power grid And output, The unit is kW.

[0078] Through the grid user-side circuit protector product feature acquisition unit, the data acquisition dialog box is used to accurately obtain the grid user-side circuit protector product feature parameters, so as to provide data support for the grid user-side circuit rated power acquisition of the photovoltaic storage charging and discharging energy management system; the grid user-side circuit protector rated power storage unit and the grid user-side circuit rated power identification unit cooperate with each other, scientifically preset the grid user-side circuit protector rated power parameters combined with the intelligent identification algorithm and the grid user-side circuit protector product feature data for character matching, accurately analyze the rated power parameters of the grid user-side circuit, and improve the grid user-side power management efficiency of the photovoltaic storage charging and discharging energy management system.

[0079] For further information, see Figure 1 - Figure 2 When outputting the rated power data of the power grid user-side circuit, the operation steps for collecting the real-time power data of the power grid user-side circuit are as follows:

[0080] S31, when the rated power data of the output power grid user end circuit When the power is measured, the power in the user-side circuit of the power grid is collected in real time through the power measurement equipment and a real-time power data set of the user-side circuit of the power grid is generated. .

[0081] The steps of preprocessing the real-time electric power data of the user-side circuit of the power grid to generate the real-time electric power data of the user-side circuit of the standard power grid, performing data mean processing on the real-time electric power data of the user-side circuit of the standard power grid, and measuring the real-time electric power mean of the user-side circuit of the standard power grid are as follows:

[0082] S41, using adaptive filtering method to collect real-time electric power data of power grid user end circuit Perform data noise reduction preprocessing to generate a real-time electric power data set of standard power grid user-side circuits , ;in Indicates the collected Real-time power data of standard power grid user-side circuits, Indicates the maximum value of the real-time electric power data of the standard power grid user end circuit. The unit is kW;

[0083] S42, using the mean formula to collect the real-time electric power data of the standard power grid user-side circuit Real-time power data of the user-side circuit of the China Standard Grid Perform data averaging to measure the real-time average power of the standard power grid user-side circuit , The unit is kW.

[0084] The real-time average power of the standard power grid user-side circuit and the rated power of the power grid user-side circuit are compared to determine the numerical value of the circuit power. Based on the numerical value comparison result of the circuit power, the power grid user-side power load state analysis result data is generated and output as follows:

[0085] S51, the real-time average power of the standard power grid user-side circuit And the rated power data of the power grid user end circuit Compare the numerical values ​​of circuit power and generate the power load status analysis result data of the power grid user end according to the numerical value comparison results of circuit power. ;

[0086] when ≥ , indicating that the real-time power consumed by the electrical equipment in the power grid user-side circuit is not less than the rated power of the circuit, and the power grid user-side circuit is already in a critical overload state or an overload state, then the power grid user-side power load state analysis result data is output It is an abnormal power load state;

[0087] when < , indicating that the real-time power consumed by the electrical equipment in the power grid user-side circuit is less than the rated power of the circuit, and the power grid user-side circuit is in a normal load state, then the power grid user-side power load state analysis result data is output It is the normal power load state.

[0088] Through the real-time electric power acquisition unit of the power grid user-side circuit, the real-time electric power parameters of the power grid user-side circuit are collected online by using electric power measurement equipment, so as to provide reliable data support for the precise control of the charging and discharging behavior of the energy storage equipment in the photovoltaic storage charging and discharging energy management system on the power grid system; the real-time electric power preprocessing unit of the power grid user-side circuit and the real-time electric power average metering unit of the power grid user-side circuit cooperate with each other to perform data noise reduction preprocessing and average processing on the collected real-time electric power parameters of the power grid user-side circuit, thereby improving the authenticity of the real-time electric power parameter data of the power grid user-side circuit and improving the accuracy of the control of the charging and discharging behavior of the energy storage equipment in the photovoltaic storage charging and discharging energy management system on the power grid system; the power load state analysis unit of the power grid user-side performs online real-time numerical comparison between the real-time electric power average value of the standard power grid user-side circuit and the rated electric power parameter of the power grid user-side circuit, so as to realize the precise detection of the power load state of the power grid user-side and realize the sensitivity and applicability of the control of the charging and discharging behavior of the energy storage equipment in the photovoltaic storage charging and discharging energy management system on the power grid system.

[0089] For further information, see Figure 1 - Figure 2 , obtain the power load state analysis result data of the power grid user end, use the data search algorithm to match the power load state character of the power grid user end power load state analysis result data with the energy storage device charging and discharging plan data corresponding to different power load states, search out the energy storage device charging and discharging plan data corresponding to the power grid user end power load state analysis result data and mark and generate the energy storage device charging and discharging plan data for the power grid system. The operation steps are as follows:

[0090] S61. Obtaining power load status analysis result data at the power grid user end ;

[0091] S62. Establishing a data set of charging and discharging plans for energy storage devices corresponding to different power load states ,in Indicates the power load status analysis result data of the power grid user end The abnormal power load state analysis result data of the power grid user side corresponding to the abnormal power load state, Indicates the abnormal power load status analysis result data of the power grid user end The energy storage device charging and discharging plan data corresponding to the photovoltaic storage charging and discharging is to charge the power grid system; Indicates the power load status analysis result data of the power grid user end The normal power load state analysis result data of the power grid user side corresponding to the normal power load state, Indicates the analysis result data of normal power load status at the power grid user end The energy storage device charging and discharging plan data corresponding to the photovoltaic storage charging and discharging is to discharge the power grid system. It represents the corresponding relationship between the power load status analysis result data at the power grid user end and the charging and discharging plan data of the energy storage device, that is, correspond , correspond ;

[0092] S63, using BERT language model to analyze the power load status results of the power grid user end Data set of energy storage device charging and discharging plans corresponding to different power load states China Power Grid user-side abnormal power load status analysis results data And the normal power load status analysis result data of the power grid user end Perform power load status character matching to search for power load status analysis result data at the power grid user end The corresponding energy storage device charging and discharging plan data and the generated energy storage device charging and discharging plan data for the power grid system are marked;

[0093] when and The power load status character matching is successful, indicating the power load status analysis result data of the power grid user end In the abnormal power load state, the energy storage device charging and discharging plan data is used to charge the power grid system. The logo generates data on the charging and discharging plan of the energy storage device for the power grid system ;

[0094] when and The power load status character matching is successful, indicating the power load status analysis result data of the power grid user end In the normal power load state, the energy storage device charging and discharging plan data is used to discharge the power grid system. The logo generates data on the charging and discharging plan of the energy storage device for the power grid system .

[0095] The operation steps of controlling the energy storage device to perform specific charging and discharging operations on the power grid system according to the data of the energy storage device's charging and discharging plan for the power grid system are as follows:

[0096] S71, controlling the energy storage device to perform specific charging and discharging operations on the power grid system according to the energy storage device charging and discharging plan data for the power grid system generated by the identification in step S63;

[0097] When the energy storage device charges and discharges the power grid system, the data is When the energy storage device is used to charge and discharge the power grid system Control the energy storage equipment to charge the power grid system;

[0098] When the energy storage device charges and discharges the power grid system, the data is When the energy storage device is used to charge and discharge the power grid system Control the energy storage equipment to discharge the power grid system.

[0099] Through the cooperation between the storage unit for energy storage device charging and discharging schemes corresponding to different power load states and the unit for analyzing the charging and discharging schemes of energy storage devices for the power grid system, the parameters of the charging and discharging schemes of energy storage devices corresponding to different power load states are scientifically preset, and the intelligent search algorithm is combined with the power grid user end power load state analysis result data for character matching, and the charging and discharging scheme parameters of energy storage devices for the power grid system required for different power load states at the power grid user end are intelligently analyzed, thereby improving the power management efficiency and quality of the photovoltaic charging and discharging energy management system; the energy storage device for the power grid system charging and discharging operation execution unit independently and efficiently controls the energy storage device to accurately charge and discharge the power grid system according to the parameters of the charging and discharging schemes of energy storage devices for the power grid system, thereby improving the applicability of the photovoltaic charging and discharging energy management system and the stability of the power grid system operation.

[0100] A photovoltaic storage charging and discharging green power management system, the system includes a grid user-end rated power identification module, a grid user-end power load analysis module, and a storage device charging and discharging control module;

[0101] The grid user-end rated electric power identification module includes a grid user-end circuit protector product feature collection unit, a grid user-end circuit protector rated electric power storage unit, a grid user-end circuit rated electric power identification unit, and a grid user-end circuit rated electric power identification result output unit;

[0102] A power grid user-side circuit protector product feature collection unit, which collects power grid user-side circuit protector product feature data through a data collection dialog box; a power grid user-side circuit protector rated electric power storage unit, which is used to store power grid user-side circuit protector rated electric power data; a power grid user-side circuit rated electric power identification unit, which uses a data identification algorithm to match the power grid user-side circuit protector product feature data with the power grid user-side circuit protector rated electric power data to perform product feature character matching of the circuit protector, and searches out the power grid user-side circuit protector rated electric power data corresponding to the power grid user-side circuit protector product feature data to generate power grid user-side circuit rated electric power data; a power grid user-side circuit rated electric power identification result output unit, which is used to output the power grid user-side circuit rated electric power data;

[0103] The power load analysis module at the power grid user end includes a real-time power acquisition unit for a power grid user end circuit, a real-time power preprocessing unit for a power grid user end circuit, a real-time power mean value metering unit for a power grid user end circuit, a power load state analysis unit at the power grid user end, and a power load state analysis result output unit at the power grid user end;

[0104] A real-time electric power acquisition unit for a circuit at the user end of a power grid collects real-time electric power data of a circuit at the user end of a power grid through an electric power measuring device; a real-time electric power preprocessing unit for a circuit at the user end of a power grid performs data preprocessing on the real-time electric power data of a circuit at the user end of a power grid to generate real-time electric power data of a circuit at the user end of a standard power grid; a real-time electric power mean value metering unit for a circuit at the user end of a power grid performs data mean processing on the real-time electric power data of a circuit at the user end of a standard power grid to measure the real-time electric power mean value of a circuit at the user end of a standard power grid; a power load state analysis unit for a power grid compares the numerical values ​​of the real-time electric power mean value of a circuit at the user end of a standard power grid with the rated electric power data of a circuit at the user end of a power grid, and generates power load state analysis result data at the user end of a power grid based on the numerical value comparison result of the circuit electric power; a power load state analysis result output unit for a power grid is used to output the power load state analysis result data at the user end of a power grid;

[0105] The energy storage device charging and discharging control module includes a power grid user end power load state analysis result acquisition unit, a storage unit for energy storage device charging and discharging plans corresponding to different power load states, an analysis unit for energy storage device charging and discharging plans for the power grid system, and an energy storage device charging and discharging operation execution unit for the power grid system;

[0106] The power grid user-side power load state analysis result acquisition unit is used to obtain the power grid user-side power load state analysis result data; the energy storage device charging and discharging plan storage unit corresponding to different power load states is used to store the energy storage device charging and discharging plan data corresponding to different power load states; the energy storage device to power grid system charging and discharging plan analysis unit adopts a data search algorithm to match the power load state analysis result data of the power grid user side with the energy storage device charging and discharging plan data corresponding to different power load states, searches out the energy storage device charging and discharging plan data corresponding to the power grid user side power load state analysis result data and identifies and generates the energy storage device charging and discharging plan data for the power grid system; the energy storage device to power grid system charging and discharging operation execution unit controls the energy storage device to execute specific charging and discharging operations on the power grid system according to the energy storage device to power grid system charging and discharging plan data.

[0107] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. A method for managing green power by photovoltaic storage and charging and discharging, characterized in that: The method comprises the following steps: S1, collecting product characteristic data of circuit protectors at the user end of the power grid, said S1 comprises the following steps: S11. Collect product characteristic data of the circuit protector of the total input circuit of the power grid user end through the data collection dialog box and generate product characteristic data of the circuit protector of the power grid user end , the power grid user end includes any one of a residential power grid user end, an enterprise power grid user end, a regional power grid user end, and a city power grid user end; the circuit protector represents a device for monitoring the maximum real-time electric power in the power grid user end circuit not exceeding the rated electric power; the power grid user end circuit protector product characteristic data includes the name, manufacturer, model and specification of the circuit protector product; S2, using a data recognition algorithm to match the product characteristic characters of the circuit protector with the rated electric power data of the circuit protector at the user end of the power grid, searching for the rated electric power data of the circuit protector at the user end of the power grid corresponding to the product characteristic data of the circuit protector at the user end of the power grid, generating the rated electric power data of the circuit protector at the user end of the power grid and outputting it, wherein S2 comprises the following steps: S21. Establishing a data set of rated power of circuit protectors at the user end of the power grid , ;in Indicates The rated power data of the circuit protector at the user end of the power grid corresponding to the product characteristics of the circuit protector. Indicates the maximum number of circuit protector product feature types. The unit is kW; S22, using a data recognition algorithm to identify the product feature data of the circuit protector at the user end of the power grid A data set of rated electric power of the circuit protector at the user end of the power grid Rated power data of circuit protectors at the user end of China Power Grid Perform product feature character matching on the circuit protector to search for product feature data of the circuit protector at the power grid user end The corresponding rated power data of the circuit protector at the user end of the power grid , execute the search for the product characteristic data of the circuit protector at the user end of the power grid Corresponding rated power data of circuit protector at the user end of the power grid The specific steps are as follows: S221, initialization, defining the relevant structural parameters as vectors, and the rated power data set of the circuit protector at the user end of the power grid constitute In the dimensional optimization problem, the electric power search sand cat represents the 1× Array, each variable value is a floating point number, each variable value to It is a collection of rated power data of circuit protectors at the user end of the power grid. Between the lower and upper bounds in the search space, the fitness of each electric power search sand cat is obtained by the fitness function of the problem to be solved; S222, Searching for prey, the final and main parameters controlling the transition between exploration and exploitation phases are ,when >1, the electric power search sand cat in the power grid user end circuit protector rated electric power data collection Search the search space to find the product feature data of the circuit protector at the user end of the power grid Matching the rated power data of the circuit protector at the user end of the power grid , the electric power search sand cat search process depends on the release of low-frequency noise, assuming that the sensitivity range of the electric power search sand cat From 0 to 2kHz, Inspired by the electric power search for the auditory characteristics of sand cats, assuming its value is 2, is the current iteration number, is the maximum number of iterations, rand(0,1) represents a random number ranging from 0 to 1; , ,in represents the sensitivity vector; each electric power searches for the best candidate position according to and current location And its sensitivity range Update your own location, that is, the rated power data set of the circuit protector at the user end of the power grid Search for product feature data related to circuit protectors at the power grid user end in the search space The most matching rated power data of the circuit protector at the user end of the power grid location; S223, attack prey, when When ≤1, the power search sand cat is the rated power data set of the circuit protector at the user end of the power grid Search the search space and use the best candidate position With current location Generate a random location, that is, a data set of the rated power of the circuit protector at the user end of the power grid Randomly search for product feature data of circuit protectors at the user end of the power grid in the search space Matching the rated power data of the circuit protector at the user end of the power grid Assuming that the sensitivity range of the electric power search sand cat is a circle, the roulette method is used to randomly select a corner for each electric power search sand cat. ; S224, when the search algorithm reaches the maximum number of iterations, output the product characteristic data of the circuit protector at the power grid user end Matching the rated power data of the circuit protector at the user end of the power grid , otherwise continue to iterate until the maximum number of iterations is met; S23, the rated power data of the circuit protector at the user end of the power grid outputted in step S224 Identify and generate the rated power data of the circuit at the user end of the power grid And output, The unit is kW; S3, when outputting the rated power data of the power grid user-side circuit, collecting the real-time power data of the power grid user-side circuit, the S3 comprises the following steps: S31, when outputting the rated power data of the power grid user-side circuit When the power is measured, the power in the user-side circuit of the power grid is collected in real time through the power measurement equipment and a real-time power data set of the user-side circuit of the power grid is generated. ; S4, preprocessing the real-time electric power data of the power grid user-end circuit to generate real-time electric power data of the standard power grid user-end circuit, performing data mean processing on the real-time electric power data of the standard power grid user-end circuit, and measuring the real-time electric power mean of the standard power grid user-end circuit, wherein S4 comprises the following steps: S41, using an adaptive filtering method to collect the real-time electric power data of the power grid user-side circuit Perform data noise reduction preprocessing to generate a real-time electric power data set of standard power grid user-side circuits , ;in Indicates the collected Real-time power data of standard power grid user-side circuits, Indicates the maximum value of the real-time electric power data of the standard power grid user end circuit. The unit is kW; S42, using the mean formula to calculate the real-time electric power data set of the standard power grid user-side circuit Real-time power data of the standard power grid user-side circuit Perform data averaging to measure the real-time average power of the standard power grid user-side circuit , The unit is kW; S5, comparing the real-time electric power mean value of the standard power grid user-side circuit with the rated electric power data of the power grid user-side circuit, and generating and outputting the power grid user-side electric load state analysis result data according to the comparison result of the circuit electric power, wherein S5 comprises the following steps: S51, the real-time electric power average of the standard power grid user-side circuit and the rated power data of the power grid user-side circuit Compare the numerical values ​​of circuit power and generate the power load status analysis result data of the power grid user end according to the numerical value comparison results of circuit power. ; when ≥ , indicating that the real-time power consumed by the electrical equipment in the power grid user-side circuit is not less than the rated power of the circuit, and the power grid user-side circuit is already in a critical overload state or an overload state, then the power grid user-side power load state analysis result data is output It is an abnormal power load state; when < , indicating that the real-time power consumed by the electrical equipment in the power grid user-side circuit is less than the rated power of the circuit, and the power grid user-side circuit is in a normal load state, then the power grid user-side power load state analysis result data is output It is a normal power load state; S6, obtaining the power load state analysis result data of the power grid user end, using a data search algorithm to match the power load state analysis result data of the power grid user end with the energy storage device charging and discharging plan data corresponding to different power load states, searching for the energy storage device charging and discharging plan data corresponding to the power grid user end power load state analysis result data and marking and generating the energy storage device charging and discharging plan data for the power grid system, wherein S6 includes the following steps: S61, obtaining the power load status analysis result data of the power grid user end ; S62. Establishing a data set of charging and discharging plans for energy storage devices corresponding to different power load states ,in Indicates the power load status analysis result data of the power grid user end The abnormal power load state analysis result data of the power grid user side corresponding to the abnormal power load state, Indicates the abnormal power load status analysis result data of the power grid user end The energy storage device charging and discharging plan data corresponding to the photovoltaic storage charging and discharging is to charge the power grid system; Indicates the power load status analysis result data of the power grid user end The normal power load state analysis result data of the power grid user side corresponding to the normal power load state, Indicates the analysis result data of normal power load status at the power grid user end The energy storage device charging and discharging plan data corresponding to the photovoltaic storage charging and discharging is to discharge the power grid system. It represents the corresponding relationship between the power load state analysis result data of the power grid user end and the charging and discharging plan data of the energy storage device, that is, correspond , correspond ; S63, using the BERT language model to analyze the power load status result data of the power grid user end A data set of energy storage device charging and discharging plans corresponding to the different power load states China Power Grid user-side abnormal power load status analysis results data And the normal power load status analysis result data of the power grid user end Perform power load status character matching to search for the power grid user-side power load status analysis result data The corresponding energy storage device charging and discharging plan data and the generated energy storage device charging and discharging plan data for the power grid system; when and The power load status character matching is successful, indicating the power load status analysis result data of the power grid user end In the abnormal power load state, the energy storage device charging and discharging plan data is used to charge the power grid system. The logo generates data on the charging and discharging plan of the energy storage device for the power grid system ; when and The power load status character matching is successful, indicating the power load status analysis result data of the power grid user end In the normal power load state, the energy storage device charging and discharging plan data is to discharge the power grid system. The logo generates data on the charging and discharging plan of the energy storage device for the power grid system ; S7, controlling the energy storage device to perform specific charging and discharging operations on the power grid system according to the charging and discharging plan data of the energy storage device on the power grid system, wherein S7 includes the following steps: S71, controlling the energy storage device to perform specific charging and discharging operations on the power grid system according to the charging and discharging plan data of the energy storage device on the power grid system generated by the identification in step S63; When the charging and discharging plan data of the energy storage device for the power grid system is When the energy storage device is used to charge and discharge the power grid system Control the energy storage equipment to charge the power grid system; When the charging and discharging plan data of the energy storage device for the power grid system is When the energy storage device is used to charge and discharge the power grid system Control the energy storage equipment to discharge to the power grid system.

2. A photovoltaic storage charging and discharging green power management system, used to implement a photovoltaic storage charging and discharging green power management method as claimed in claim 1, characterized in that: The system comprises a rated electric power identification module at the user end of a power grid, an electric load analysis module at the user end of a power grid, and a charging and discharging control module for energy storage equipment.

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