Source-load-storage multi-element resource access regulation and control method, system, equipment and medium
By building a unified access scheduling architecture for multiple sources, load and storage, and optimizing and controlling resources, the problems of active backup and new energy volatility in the power system are solved, and the resource access efficiency and supply stability are improved.
Patent Information
- Application Number
- CN202411604701.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-12
- Publication Date
- 2025-03-21
- Estimated Expiration
- 2044-11-12
AI Technical Summary
In the emergency supply and new energy consumption scenarios, the power system has tight backup resources, lack of flexible frequency regulation resources, insufficient system abundance, and the volatility and uncertainty of new energy have brought huge challenges to scheduling operation and control.
By obtaining the adjustable resources of the source load storage, analyzing their adjustment mechanism, building a unified access scheduling architecture for the source load storage multivariate adjustable resources, determining the access requirements, and solving the comprehensive cost and adjustment performance priority model through the multi-objective particle swarm optimization algorithm to obtain the optimal adjustment amount of each adjustable resource.
It realizes unified scheduling and management of multiple sources, improves resource access efficiency and supply stability, reduces scheduling costs, and solves the difficulties of power dispatching departments in accessing and regulating massive distributed power adjustable resources.
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Figure CN119674974A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of power systems, and in particular to a source-load-storage multi-resource access control method, system, equipment and medium. Background Art
[0002] In the scenarios of emergency power supply and new energy consumption, active reserve is tight, flexible frequency regulation resources are scarce, the system is insufficient, and there are insufficient means of power balancing in emergency frequency regulation scenarios. Therefore, how to rationally utilize the "source-load-storage" multi-adjustable resources and maintain the operating adequacy of the new power system is very important for maintaining system power balance and frequency stability.
[0003] At the same time, the penetration rate of new energy sources continues to increase, and its volatility and uncertainty have brought huge challenges to the dispatching, operation and control of new power systems. With the continuous advancement of the construction of new power systems, the scale of distributed source, load and storage resources, represented by photovoltaics, electric vehicles, and energy storage stations, has grown rapidly. Among them, distributed power sources are easily affected by natural factors, have output fluctuations, and are intermittent; distributed loads have the characteristics of large differences in adjustable performance and limited single-point absorption capacity; distributed energy storage has the characteristics of wide geographical distribution and high cost. At present, various types of sources, loads, and storage resources are scattered, the control means are single, and there is a lack of intelligent and proactive coordinated control strategies, which makes it difficult to meet the requirements of "active" and "coordinated" frequency stability control.
[0004] Therefore, how to provide a source-load-storage multi-resource access control method, system, equipment and medium is a problem that needs to be solved urgently. Summary of the invention
[0005] The embodiments of the present invention provide a source-load-storage multi-resource access control method, system, device and medium to solve the problems in the prior art.
[0006] In order to have a basic understanding of some aspects of the disclosed embodiments, a brief summary is given below. This summary is not intended to be a general review, nor is it intended to identify key / important components or to delineate the scope of protection of these embodiments. Its only purpose is to present some concepts in a simple form as a preface to the detailed description that follows.
[0007] According to a first aspect of an embodiment of the present invention, a source-load-storage multi-resource access control method is provided.
[0008] In one embodiment, a source-load-storage multi-resource access control method includes:
[0009] Obtain the adjustable resources of source, load and storage, and obtain the adjustment characteristics of the adjustable resources of source, load and storage by analyzing the adjustment mechanism of the adjustable resources;
[0010] Based on information communication and automatic control technology, combined with the regulation characteristics of source-load-storage adjustable resources, a unified access scheduling architecture for multiple adjustable resources of source-load-storage is constructed; based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture for multiple adjustable resources of source-load-storage, the access requirements of multiple adjustable resources of source-load-storage are determined;
[0011] According to the access requirements of the source-load-storage multi-adjustable resources, a topological structure of the source-load-storage multi-adjustable resources taking into account the adjustment characteristics is constructed; and based on the topological structure of the source-load-storage multi-adjustable resources, a comprehensive cost and adjustment performance priority model is established. The comprehensive cost and adjustment performance priority model is solved by the multi-objective particle swarm optimization algorithm to obtain the optimal adjustment amount of each adjustable resource of the source-load-storage.
[0012] In one embodiment, obtaining adjustable resource data of source, load and storage includes: adjustable resources on the source side, adjustable resources on the load side and adjustable resources on the energy storage side;
[0013] The adjustable resources on the source side include thermal power units, hydropower units, wind power units, photovoltaic power stations, solar thermal power stations and nuclear power;
[0014] The load-side adjustable resources are the load resources in the power system that have technical conditions and participate in grid dispatching;
[0015] Adjustable resources on the energy storage side include electric energy storage systems and pumped storage power stations.
[0016] In one embodiment, based on information communication and automatic control technology, combined with the regulation characteristics of source-load-storage adjustable resources, a unified access scheduling architecture for source-load-storage multiple adjustable resources is constructed; based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture for source-load-storage multiple adjustable resources, the access requirements of source-load-storage multiple adjustable resources are determined, including:
[0017] Construct a dispatching framework with three levels, including network dispatching, provincial dispatching and local dispatching, and establish data communication connection through wide area service agent, message transmission mechanism and communication bus, so as to obtain a unified access dispatching framework for multiple adjustable resources of source, load and storage;
[0018] According to the information interaction requirements of source-load-storage adjustable resources, and combined with the selection analysis of communication technology, a multi-time scale adjustable resource pool is constructed;
[0019] According to the unified access scheduling architecture of multiple adjustable resources of source, load and storage and the multi-time scale adjustable resource pool, the access requirements of multiple adjustable resources of source, load and storage under different voltage levels are determined.
[0020] In one embodiment, the access requirements of the source, load and storage multi-adjustable resources include: access mode, communication mode, communication protocol and control path.
[0021] In one embodiment, the multi-time-scale adjustable resource pool includes: a public communication mode and a fused local multimedia communication network communication mode.
[0022] In one embodiment, the source-load-storage multi-adjustable resource topology structure taking into account the adjustment characteristics includes:
[0023] The adjustable resources on the source side are in the form of wireless or optical fiber, and are connected to the corresponding communication network or user according to the voltage level;
[0024] The adjustable resources on the load side are regulated and controlled through the load regulation system;
[0025] The adjustable resources on the energy storage side are controlled through the monitoring system of the energy storage power station.
[0026] In one embodiment, the objective function of the comprehensive cost and regulation performance priority model includes: minimizing the comprehensive cost and maximizing the regulation performance;
[0027] The comprehensive cost includes: the operating cost of conventional units, energy storage equipment, new energy, user load adjustment cost and environmental cost;
[0028] Adjustment performance includes: adjustable capacity range, climbing rate, response time and adjustment mileage.
[0029] In one embodiment, the constraints of the comprehensive cost and regulation performance priority model include unit operation constraints, unit climbing constraints, new energy unit output constraints, pumped storage operation constraints, electric energy storage operation constraints, various load-side resource constraints and power balance constraints.
[0030] In one embodiment, the objective function expression of the comprehensive cost and regulation performance priority model is:
[0031]
[0032] In the formula, minC represents the objective function of minimizing the comprehensive cost, maxf represents the objective function of maximizing the regulation performance, and C represents the comprehensive operation cost of the power system; C G,t represents the operating cost of the unit, C E,t represents the operating cost of the energy storage equipment, C R,t represents the operating cost of the new energy unit, C L,t represents the user load adjustment cost, C N,t represents the environmental cost, f represents the quantitative value of the power system regulation performance, and f R,t Indicates the weighted conversion value of the adjustable capacity range, f S,t represents the weighted conversion value of the climbing rate, f T,t represents the weighted value of the response time, f M,tIt represents the value after adjusting the weighted mileage, T represents the time period, and t represents the time.
[0033] According to a second aspect of an embodiment of the present invention, a source-load-storage multi-resource access control system is provided.
[0034] In one embodiment, a source-load-storage multi-resource access control system includes:
[0035] The regulation characteristic analysis module is used to obtain the adjustable resources of source, load and storage, and obtain the regulation characteristics of the adjustable resources of source, load and storage by analyzing the regulation mechanism of the adjustable resources;
[0036] The access demand determination module is used to build a unified access scheduling architecture for source-load-storage multiple adjustable resources based on information communication and automatic control technology and in combination with the adjustment characteristics of source-load-storage multiple adjustable resources; based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture for source-load-storage multiple adjustable resources, the access demand for source-load-storage multiple adjustable resources is determined;
[0037] The optimal regulation amount calculation module is used to construct a topological structure of multiple adjustable resources of source, load and storage taking into account the regulation characteristics according to the access requirements of the multiple adjustable resources of source, load and storage; and to establish a comprehensive cost and regulation performance priority model based on the topological structure of the multiple adjustable resources of source, load and storage, and solve the comprehensive cost and regulation performance priority model through a multi-objective particle swarm optimization algorithm to obtain the optimal regulation amount of each adjustable resource of source, load and storage.
[0038] In one embodiment, based on information communication and automatic control technology, combined with the regulation characteristics of source-load-storage adjustable resources, a unified access scheduling architecture for source-load-storage multiple adjustable resources is constructed; based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture for source-load-storage multiple adjustable resources, the access requirements of source-load-storage multiple adjustable resources are determined, including:
[0039] Construct a dispatching framework with three levels, including network dispatching, provincial dispatching and local dispatching, and establish data communication connection through wide area service agent, message transmission mechanism and communication bus, so as to obtain a unified access dispatching framework for multiple adjustable resources of source, load and storage;
[0040] According to the information interaction requirements of source-load-storage adjustable resources, and combined with the selection analysis of communication technology, a multi-time scale adjustable resource pool is constructed;
[0041] According to the unified access scheduling architecture of multiple adjustable resources of source, load and storage and the multi-time scale adjustable resource pool, the access requirements of multiple adjustable resources of source, load and storage under different voltage levels are determined.
[0042] In one embodiment, the source-load-storage multi-adjustable resource topology structure taking into account the adjustment characteristics includes:
[0043] The adjustable resources on the source side are in the form of wireless or optical fiber, and are connected to the corresponding communication network or user according to the voltage level;
[0044] The adjustable resources on the load side are regulated and controlled through the load regulation system;
[0045] The adjustable resources on the energy storage side are controlled through the monitoring system of the energy storage power station.
[0046] In one embodiment, the objective function of the comprehensive cost and regulation performance priority model includes: minimizing the comprehensive cost and maximizing the regulation performance;
[0047] The comprehensive cost includes: the operating cost of conventional units, energy storage equipment, new energy, user load adjustment cost and environmental cost;
[0048] Adjustment performance includes: adjustable capacity range, climbing rate, response time and adjustment mileage.
[0049] In one embodiment, the constraints of the comprehensive cost and regulation performance priority model include unit operation constraints, unit climbing constraints, new energy unit output constraints, pumped storage operation constraints, electric energy storage operation constraints, various load-side resource constraints and power balance constraints.
[0050] According to a third aspect of an embodiment of the present invention, a computer device is provided.
[0051] In some embodiments, the computer device includes a memory and a processor, the memory stores a computer program, and the processor implements the steps of the above method when executing the computer program.
[0052] According to a fourth aspect of embodiments of the present invention, a computer-readable storage medium is provided.
[0053] In one embodiment, a computer program is stored on a computer-readable storage medium, and when the computer program is executed by a processor, the steps of the above method are implemented.
[0054] The technical solution provided by the embodiment of the present invention may have the following beneficial effects:
[0055] 1. The present invention not only realizes unified resource scheduling and management, improves resource access efficiency and supply stability, but also realizes large-scale access and optimized regulation of multiple adjustable resources, improves resource utilization efficiency, reduces scheduling costs, and solves the problem of difficulty in accessing and regulating massive distributed adjustable power resources by power dispatching departments, thereby improving resource utilization efficiency and reducing scheduling costs.
[0056] 2. The present invention adopts information communication and automatic control technology, and issues real-time adjustment instructions by dispatching lateral power plants, large industrial loads or adjustable loads connected to aggregator platforms, so as to realize the target calculation allocation and automatic tracking adjustment of the active power of adjustable resources in each link of "source-load-storage" such as generators and adjustable loads within the power grid control range, so as to meet the requirements of real-time balance and frequency regulation of the power grid, and maintain the closed-loop control process of system frequency and interconnection line exchange power within the planned deviation range. It is a further deepening and expansion of the traditional automatic power generation control function.
[0057] 3. The present invention establishes a unified access and scheduling architecture for multiple adjustable resources of source, load and storage, realizes unified resource scheduling and management, improves resource access efficiency and supply stability, considers the communication delay and control requirements during resource access, determines the access mode, communication mode, communication protocol and control path of multiple adjustable resources of source, load and storage, forms a corresponding safety control network and control topology optimization technology, takes into account the adjustment characteristics, establishes a comprehensive cost and adjustment performance priority model, obtains the adjustment amount of each adjustable resource of source, load and storage, realizes large-scale access and closed-loop regulation of multiple adjustable resources, improves resource utilization efficiency and reduces scheduling costs.
[0058] It is to be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the invention. BRIEF DESCRIPTION OF THE DRAWINGS
[0059] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the invention and, together with the description, serve to explain the principles of the invention.
[0060] Figure 1 is a flow chart of a source-load-storage multi-resource access control method according to an exemplary embodiment;
[0061] Figure 2 It is a principle block diagram of a source-load-storage multi-resource access control system according to an exemplary embodiment;
[0062] Figure 3 It is a schematic diagram of a unified access architecture of multiple adjustable resources of source, load and storage in a method for accessing and regulating multiple resources of source, load and storage according to an exemplary embodiment;
[0063] Figure 4 It is a diagram of a 10kV / 35kV voltage level source-load-storage resource collaborative interactive service communication access architecture of a source-load-storage multi-resource access control method according to an exemplary embodiment;
[0064] Figure 5It is a diagram of a communication access architecture of a source-load-storage resource collaborative interactive service at a voltage level of 220V / 380V in a source-load-storage multi-resource access control method according to an exemplary embodiment;
[0065] Figure 6 is a schematic diagram of a medium load control system topology of a source-load-storage multi-resource access control method according to an exemplary embodiment;
[0066] Figure 7 It is a topological diagram of a monitoring system of an electrochemical energy storage power station according to a source-load-storage multi-resource access control method shown in accordance with an exemplary embodiment;
[0067] Figure 8 The figure is a schematic diagram showing the structure of a computer device according to an exemplary embodiment. DETAILED DESCRIPTION
[0068] The following description and accompanying drawings fully illustrate the specific embodiments of this article so that those skilled in the art can practice them. Parts and features of some embodiments may be included in or replace parts and features of other embodiments. The scope of the embodiments of this article includes the entire scope of the claims, as well as all available equivalents of the claims. Herein, the terms "first", "second", etc. are only used to distinguish one element from another, without requiring or implying any actual relationship or order between these elements. In fact, the first element can also be called the second element, and vice versa. Moreover, the terms "include", "comprise" or any other variant thereof are intended to cover non-exclusive inclusion, so that the structure, device or equipment including a series of elements includes not only those elements, but also other elements that are not explicitly listed, or also include elements inherent to such structure, device or equipment. In the absence of more restrictions, the elements defined by the sentence "including one..." do not exclude the existence of other identical elements in the structure, device or equipment including the elements. Each embodiment is described in a progressive manner herein, and each embodiment focuses on the differences from other embodiments, and the same and similar parts between the embodiments can be referred to each other.
[0069] The terms "longitudinal", "lateral", "upper", "lower", "front", "back", "left", "right", "vertical", "horizontal", "top", "bottom", "inside", "outside", etc. in this document indicate the orientation or position relationship based on the orientation or position relationship shown in the drawings, and are only for the convenience of describing this document and simplifying the description, and do not indicate or imply that the device or element referred to must have a specific orientation, be constructed and operate in a specific orientation, and therefore cannot be understood as a limitation on the present invention. In the description of this document, unless otherwise specified and limited, the terms "installed", "connected", and "connected" should be understood in a broad sense, for example, it can be a mechanical connection or an electrical connection, it can also be the internal communication of two elements, it can be a direct connection, or it can be an indirect connection through an intermediate medium. For ordinary technicians in this field, the specific meanings of the above terms can be understood according to specific circumstances.
[0070] As used herein, the term "plurality" means two or more than two, unless otherwise specified.
[0071] In this document, the character " / " indicates that the preceding and following objects are in an "or" relationship. For example, A / B means: A or B.
[0072] In this article, the term "and / or" is a description of the association relationship between objects, indicating that three relationships may exist. For example, A and / or B means: A or B, or, A and B.
[0073] It should be understood that, although the various steps in the flow chart are displayed in sequence according to the indication of the arrows, these steps are not necessarily executed in sequence according to the order indicated by the arrows. Unless there is a clear description in this article, the execution of these steps is not strictly limited in order, and these steps can be executed in other orders. Moreover, at least a portion of the steps in the figure may include multiple sub-steps or multiple stages, and these sub-steps or stages are not necessarily executed at the same time, but can be executed at different times, and the execution order of these sub-steps or stages is not necessarily to be carried out in sequence, but can be executed in turn or alternately with other steps or at least a portion of the sub-steps or stages of other steps.
[0074] Each module in the device or system of the present application can be implemented in whole or in part by software, hardware, or a combination thereof. The above modules can be embedded in or independent of a processor in a computer device in the form of hardware, or can be stored in a memory in a computer device in the form of software, so that the processor can call and execute operations corresponding to the above modules.
[0075] In the absence of conflict, the embodiments of the present invention and the features of the embodiments may be combined with each other.
[0076] Figure 1An embodiment of the source-load-storage multi-resource access control method of the present invention is shown.
[0077] In this optional embodiment, the source-load-storage multi-resource access control method includes:
[0078] Step S101, obtaining adjustable resources of source, load and storage, and obtaining the adjustment characteristics of the adjustable resources of source, load and storage by analyzing the adjustment mechanism of the adjustable resources;
[0079] Step S103, based on information communication and automatic control technology, combined with the regulation characteristics of source-load-storage adjustable resources, a unified access scheduling architecture of source-load-storage multiple adjustable resources is constructed; based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture of source-load-storage multiple adjustable resources, the access requirements of source-load-storage multiple adjustable resources are determined;
[0080] Step S105, according to the access requirements of the source, load and storage multi-variable adjustable resources, a source, load and storage multi-variable adjustable resource topology structure taking into account the adjustment characteristics is constructed; and based on the topological structure of the source, load and storage multi-variable adjustable resources, a comprehensive cost and adjustment performance priority model is established, and the comprehensive cost and adjustment performance priority model is solved by a multi-objective particle swarm optimization algorithm to obtain the optimal adjustment amount of each adjustable resource of the source, load and storage.
[0081] In this optional embodiment, the adjustable resource data of source, load and storage are obtained, including: adjustable resources on the source side, adjustable resources on the load side and adjustable resources on the energy storage side; the adjustable resources on the source side include thermal power units, hydropower units, wind power units, photovoltaic power stations, solar thermal power stations and nuclear power; the adjustable resources on the load side are load resources in the power system that have technical conditions and participate in grid dispatching; the adjustable resources on the energy storage side include electric energy storage systems and pumped storage power stations.
[0082] In this optional embodiment, based on information communication and automatic control technology, combined with the adjustment characteristics of source, load and storage adjustable resources, a unified access scheduling architecture for source, load and storage multiple adjustable resources is constructed; based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture for source, load and storage multiple adjustable resources, the access requirements of source, load and storage multiple adjustable resources are determined, including: constructing a scheduling architecture including three levels of network adjustment, provincial adjustment and local adjustment, and establishing a data communication connection through a wide area service agent, a message transmission mechanism and a communication bus to obtain a unified access scheduling architecture for source, load and storage multiple adjustable resources; according to the information interaction requirements of the source, load and storage adjustable resources, and combined with the communication technology selection analysis, a multi-time scale adjustable resource pool is constructed; according to the unified access scheduling architecture for source, load and storage multiple adjustable resources and the multi-time scale adjustable resource pool, the access requirements of source, load and storage multiple adjustable resources under different voltage levels are determined.
[0083] In this optional embodiment, the access requirements of the source-load-storage multi-adjustable resources include: access mode, communication mode, communication protocol and control path.
[0084] In this optional embodiment, the multi-time-scale adjustable resource pool includes: a public communication mode and a fused local multimedia communication network communication mode.
[0085] In this optional embodiment, the source-load-storage multi-variable adjustable resource topology structure taking into account the adjustment characteristics includes: the source-side adjustable resources are in the form of wireless or optical fiber, and are connected to the corresponding communication network or user according to the voltage level; the load-side adjustable resources are adjusted and controlled by the load regulation system; the energy storage side adjustable resources are controlled by the monitoring system of the energy storage power station.
[0086] In this optional embodiment, the objective function of the comprehensive cost and regulation performance priority model includes: minimizing the comprehensive cost and maximizing the regulation performance; the comprehensive cost includes: the operating cost of conventional units, energy storage equipment, new energy, user load regulation cost and environmental cost; the regulation performance includes: adjustable capacity range, climbing rate, response time and regulation mileage.
[0087] In this optional embodiment, the constraints of the comprehensive cost and regulation performance priority model include unit operation constraints, unit climbing constraints, new energy unit output constraints, pumped storage operation constraints, electric energy storage operation constraints, various load-side resource constraints and power balance constraints.
[0088] In order to facilitate understanding of the above technical solutions of the present invention, the above technical solutions of the present invention are further described below from the perspective of architecture and principle, as follows:
[0089] Step 1: Analyze the regulation characteristics of different types of source, load and storage resources:
[0090] (1) On the source side, the adjustable resources on the source side mainly include thermal power units, hydropower units, wind power units, photovoltaic power stations, solar thermal power stations, nuclear power, etc. Taking thermal power units as an example, the adjustment ability of conventional units with flexible adjustment capabilities within a certain time scale is mainly determined by their inherent physical properties and current operating status. The adjustment mileage of the active output of the online unit at time t+τ can be written as:
[0091]
[0092] Where P G.t+τ represents the output of the thermal power unit at time t+τ, P G.t represents the output of the thermal power unit at time t, P G.max Indicates the upper limit of thermal power unit output and P G.min Indicates the lower limit of thermal power unit output; Indicates the maximum upward climbing rate of the online unit. It represents the maximum downward ramp rate of the online unit, and τ represents the time scale.
[0093] The flexibility of thermal power units often requires advance planning and scheduling to adapt to long-term changes in load demand; compared with conventional energy, changes in wind energy and photovoltaic energy are random, intermittent and volatile. The access of large-scale wind power will inevitably have a greater impact on the operation of the power grid; although the adjustable capacity of nuclear power plants is large, their one-time investment is large, and considering local specific conditions, they are not suitable for large-scale use; hydropower units have a fast adjustment rate, a wide range, and a low adjustment cost, and can be connected to the grid with intermittent power sources such as wind power and photovoltaics. As a supporting power source for the receiving load center, they can be given priority.
[0094] (2) The adjustable load on the load side refers to the load resources in the power system that have technical conditions and participate in the grid dispatching. The load side resources are mainly based on the demand response mechanism; the expressions for the adjustable mileage of interruptible load, transferable load after demand response, electric-cooling substitution load, and electric-heat substitution load are:
[0095]
[0096]
[0097] In the formula, represents the electric load after participating in the interruptible load demand response at time t, L e.t represents the conventional electricity load of the integrated energy hub at time t, represents the flexible supply of interruptible load at time t; represents the electric load after participating in the load transfer demand response at time t, represents the transferred power of the transferable load l at time t, represents the removed power of the transferable load l at time t; P AC.T represents the power of air-conditioning electric load that can be replaced by cooling load at time t, n represents the number of air-conditioners, and the opening time of the air-conditioner is τ on , τ c represents the control cycle of the air conditioner, P represents the average rated power of the air conditioner; τ represents the time scale, c represents the specific heat capacity of water, V t represents the volume of hot water used at time t, T t W represents the hot water temperature at time t, T c represents the cold water temperature, η WH Indicates the heating efficiency of the water heater, P WH.t It represents the power of water heater load that can be replaced by cooling load at time t.
[0098] The above four types of load-side flexibility resources participate in demand response in different ways, and thus the adjustment range of the resources that can be called upon also varies; the total amount of load-side flexibility resources is small, but its advantage is that the adjustment rate is very fast, and the response time of the maximum capacity can usually reach seconds.
[0099] 3. Energy storage side
[0100] Energy storage flexibility resources can be divided into electric energy storage systems and pumped storage power stations; the former specifically refers to battery energy storage, flywheel energy storage and compressed air energy storage; the regulation mileage expressions of electric energy storage systems and pumped storage power stations are:
[0101]
[0102]
[0103] Where P ES.t Represents the regulation mileage of the electric energy storage system, P PS.t represents the regulation mileage of the pumped storage power station, express, Indicates charging power. Indicates the energy release power, Indicates the maximum value of charging power. Indicates the maximum value of the energy release power, represents the upper limit of the storage capacity of the energy storage flexible resource e, represents the lower limit of the storage capacity of the energy storage flexible resource e, represents the charging efficiency of the energy storage flexible resource e, and represents the energy release efficiency of energy storage flexibility resources, Indicates the upward climbing rate of the pumped storage unit, Indicates the downward climbing rate of the pumped storage unit.
[0104] Energy storage batteries can respond to grid load fluctuations within milliseconds and quickly adjust power output to meet the instantaneous needs of the grid. They can be optimized and scheduled according to changes in grid load and prices. Compared with mechanical energy storage technologies such as pumped storage, energy storage batteries have a higher energy conversion efficiency and can achieve more precise power regulation. Battery energy storage can respond to grid load fluctuations within milliseconds, but the energy storage capacity of battery energy storage will gradually decrease with the increase in the number of charge and discharge cycles, so the service life is usually short, about 5-10 years.
[0105] Step 2: Establish a unified access and scheduling architecture for multiple adjustable resources including source, load and storage to achieve unified resource scheduling and management, and improve resource access efficiency and supply stability.
[0106] The unified access architecture of multiple adjustable resources such as source, load and storage Figure 3As shown, it includes three levels: network dispatching, provincial dispatching and local dispatching, which can realize cross-regional data interaction horizontally and information transmission at all levels vertically; the communication bus in this architecture should include reliable and general information interaction and wide area service mechanisms such as message bus / vertically, support safe and efficient data communication between load control systems at all levels, and horizontally, support safe and efficient data communication between load control systems and other business systems; it can support data sharing among nodes of various business applications through wide area service agent, message transmission mechanism and communication bus.
[0107] The unified access architecture of multiple adjustable resources of source, load and storage relies on automatic power control (APC) to complete control and regulation; it adopts information communication and automatic control technology, and issues real-time adjustment instructions by dispatching adjustable loads connected to lateral power plants, large industrial loads or aggregator platforms, so as to realize the target calculation, allocation and automatic tracking and adjustment of the active power of adjustable resources in each link of "source-load-storage" such as generators and adjustable loads within the power grid control range, so as to meet the requirements of real-time balance and frequency regulation of the power grid, and maintain the closed-loop control process of system frequency and interconnection line exchange power within the planned deviation range. It is a further deepening and expansion of the traditional automatic generation control (AGC) function.
[0108] Step 3: Consider the communication delay and control requirements when accessing resources, and determine the access method, communication method and communication protocol of the source, load and storage multi-adjustable resources.
[0109] Aiming at the information interaction needs of the coordinated interactive business of distributed source, load and storage resources, combined with the selection analysis of communication technology, the remote communication network based on public communication methods such as 4G / 5G and wireless base stations and the local multi-media communication network integrating multiple communication methods such as RS485, high-speed power line communication (HPLC), high-speed radio frequency (HRF), Zigbee, WiFi, and optical fiber are used to support the aggregation of distributed resources to form a multi-time scale adjustable resource pool, and then participate in the precise control of the power grid; based on the unified access dispatching architecture and communication technology characteristics of the above-mentioned source, load and storage multi-adjustable resources, the communication mode and access scheme of the source, load and storage multi-adjustable resources under different voltage levels are designed, as follows:
[0110] (1) 10kV / 35kV voltage level
[0111] Source, load and storage resources are connected to the grid dispatching center through 4G / 5G public network and optical fiber communication. The high-voltage level equipment of source, load and storage resources is directly connected to the dispatching center, distribution electrification master station and smart energy service platform of the grid layer through the remote communication network composed of EPON optical communication network and 4G / 5G public network, completing the APC adjustment instructions, dispatching plan, demand response instructions and other typical distributed resource interactive business information interaction. The access architecture is as follows Figure 4 shown.
[0112] (2) 220V / 380V voltage level
[0113] The HRF+HPLC single-network dual-mode communication mode can be adopted between the source, load and storage resources and the aggregator platform to give full play to the advantages of HRF's high transmission rate and HPLC's long-distance high stability; optical fiber or 4G / 5G public network can be used between the aggregator and the power grid layer to complete the remote communication networking and complete the APC adjustment instructions, scheduling plans, demand response instructions and other typical distributed resource interactive business information interaction. The access architecture is as follows Figure 5 shown.
[0114] Based on the communication mode and access scheme of multiple adjustable resources of source, load and storage, the relevant communication protocols that should be followed are as follows:
[0115] (1) Source side
[0116] For distributed power sources directly connected to the public power grid at a voltage level of 10(6)kV and connected to the grid at a voltage level of 35kV, telemetering, telesignaling, remote control and remote adjustment signals can be based on the DL / T634.5104 and DL / T634.5101 communication protocols to meet the secondary safety protection requirements of the power system; for power sources connected to the grid at a voltage level of 380V and power sources connected to the user side at a voltage level of 10(6)kV, information transmission shall be carried out in accordance with the DL / T634.5104 and DL / T634.5101 communication protocols.
[0117] (2) Load side
[0118] The interface interaction information covers models, measurements, control basic data, and market and planning economic data, which meets the data model requirements of DL / T2473.4; for the interface interaction between the load control system and the load aggregator platform, it is recommended to use a cross-platform service call method, using REST or SOAP Web Service service technology and specifications to achieve data interaction; the power communication protocol method is mainly used for the interaction between direct-controlled load data and the load control system, and can refer to DL / T634.5101, DL / T634.5104, and DL / T476 power communication protocols.
[0119] (3) Energy storage measurement
[0120] The communication between the equipment of the energy storage power station monitoring system should use the Ethernet interface and should comply with the communication standards GB / T19582, DL / T667, DL / T860, etc. The remote control workstation must meet the communication protocols of DL / T634.5104, DL / T719, GB / T19582, DL / T634.5104, DL / T860 and other standards. The communication with the battery management system, energy storage inverter, protection device, power collection terminal, fault recording device, fire protection system, heating ventilation and air conditioning system, environmental monitoring device and other equipment should adopt the corresponding standard protocols.
[0121] Step 4: Establish the optimal control topology of the source, load and storage multi-adjustable resources, take into account the regulation characteristics, establish a comprehensive cost and regulation performance priority model, solve the optimal regulation instructions for each resource on the source, load and storage side, and realize the optimal scheduling of source, load and storage resources.
[0122] The adjustable resources on the source side are usually directly connected to the corresponding communication network or user according to the voltage level, using wireless, optical fiber and other forms. The specific control topology depends on the corresponding power communication network structure; the control of the adjustable resources on the load side is completed through the load control system. The information transmission topology between the adjustable load and its corresponding dispatching master station is as follows: Figure 6 As shown; the control of the adjustable resources on the energy storage side is completed through the monitoring system of the energy storage power station, and its information transmission topology is as follows Figure 7 shown.
[0123] In terms of analysis and decision-making, the principle of giving priority to comprehensive cost and regulation performance is adopted, and the regulation amount of each resource is generated according to the goal of minimizing comprehensive cost and optimizing regulation performance; the comprehensive cost mainly includes: the operating cost of conventional units, energy storage equipment, new energy, user load regulation cost and environmental cost; the regulation performance includes: adjustable capacity range, ramp rate, response time and regulation mileage; the expression of the objective function is as follows:
[0124]
[0125]
[0126] In the formula, minC represents the objective function of minimizing the comprehensive cost, maxf represents the objective function of maximizing the regulation performance, and C represents the comprehensive operation cost of the power system; C G,t represents the operating cost of the unit, C E,t represents the operating cost of the energy storage equipment, C R,t represents the operating cost of the new energy unit, C L,t represents the user load adjustment cost, C N,t represents the environmental cost, f represents the quantitative value of the power system regulation performance, and f R,t Indicates the weighted conversion value of the adjustable capacity range, fS,t represents the weighted conversion value of the climbing rate, f T,t represents the weighted value of the response time, f M,t It indicates the value after adjusting the mileage weighted conversion, T indicates the time period, t indicates the time, and N s Indicates the total number of scenes, N G represents the number of conventional units, p s represents the probability of occurrence of scene s; P Gi,t,s represents the power generation of the i-th conventional unit at time t under scenario s, a i , b i 、c i are the coefficients of the quadratic term, the linear term and the constant term in the power generation cost expression of the i-th conventional unit, u Gi,t represents the start / stop variable of the i-th conventional unit at time t, which is a 0-1 variable; u Gi,t-1 represents the start and stop variables of the i-th conventional unit at time t-1, represents the startup cost of the i-th conventional unit; N E Represents the total number of energy storage devices, C Ei Represents the operating cost of the energy storage equipment, including the depreciation cost of the energy storage power station. P Ei,t,s represents the power generation of the i-th energy storage device at time t under scenario s; N represents the start / stop variable at time t in the i-th energy storage power station scenario s, representing a 0-1 variable; R Represents the total number of new energy units, P Ri,t,s represents the dispatch output value of the i-th renewable energy unit at time t in scenario s, C Ri represents the operating cost of the new energy unit, The startup cost of the i-th renewable energy unit; C R represents the penalty cost of abandoning new energy, u Ri,t,s Indicates the start and stop variable of the i-th renewable energy unit at time t, indicating a 0-1 variable, u Ri,t-1,s represents the start and stop variables of the i-th renewable energy unit at time t-1, represents the predicted value of the i-th renewable energy unit at time t under scenario s, P LAL,t,s Indicates the actual call amount of the adjustable load, C LAL represents the call cost of the adjustable load, C L represents the unit penalty cost of load shedding, P loss,t,s represents the actual load shedding amount at time t in the load shedding scenario s; Q q,t,s represents the amount of electricity generated by photovoltaic power at time t under scenario s, γ crepresents the carbon emission benefit coefficient of photovoltaic power generation, C1 represents the penalty cost required to control CO generated by coal-fired power generation, C2 represents the penalty cost required to control SO generated by coal-fired power generation, and C3 represents the penalty cost required to control NO generated by coal-fired power generation. x The penalty cost required is: E1 is the emission coefficient of CO from coal-fired power generation; E2 is the emission coefficient of SO from coal-fired power generation; and E3 is the emission coefficient of NO from coal-fired power generation. x The emission factor, Q p,t,s represents the power generation of coal-fired power generation at time t under scenario s; w R The weight conversion factor representing the adjustable capacity range, w S Represents the weight conversion coefficient of the climbing rate, w T Represents the weight conversion coefficient of response time, w M represents the weight conversion coefficient of the adjustment mileage, which can be obtained from the historical response effect; N represents the total number of adjustable resources, P maxi,t,s represents the maximum output of the ith adjustable resource in scenario s,
[0127] P mini,t,s represents the minimum output of the ith adjustable resource in scenario s, P ri,t,s represents the self-regulation rated capacity of the i-th adjustable resource in scenario s; ΔP Ti,t,s represents the maximum ramp power per unit time of the adjustable resource in the T time period under scenario s; T i,t,s represents the time interval for the adjustable resource to respond in scenario s; P i,t,s represents the power generation of the i-th unit at time t under scenario s, τ represents the time scale, Indicates the maximum upward and downward climbing rate of the online unit.
[0128] The relevant constraints include conventional unit operation constraints, conventional unit ramp constraints, new energy unit output constraints, pumped storage operation constraints, electric energy storage operation constraints, various load-side resource constraints, and power balance constraints; the constraint expressions are:
[0129]
[0130]
[0131] In the formula, represents the lower limit of the output of the ith conventional unit, represents the upper limit of the output of the i-th conventional unit; represents the ramp rate limit of the i-th conventional unit, represents the rate limit of the ramp down of the i-th conventional unit; represents the lower limit of the output of the i-th renewable energy wind turbine, represents the upper limit of the output of the i-th renewable energy wind turbine; represents the power generation of the ith pumped storage power station at time t under scenario s, represents the power generation of the ith pumped storage power station at time t-1 under scenario s, represents the charging power limit of the i-th pumped storage power station, represents the discharge power limit of the i-th pumped storage power station, represents the water storage capacity at time t in the i-th pumped storage power station scenario s, represents the lower limit of the water storage capacity of the ith pumped storage power station, represents the upper limit of the water storage capacity of the ith pumped-storage power station, rESi represents the ramp rate limit of the ith pumped-storage power station; represents the output of the i-th energy storage power station at time t under scenario s, represents the charging power limit of the i-th energy storage station,
[0132] represents the discharge power limit of the i-th energy storage station, represents the storage capacity of the i-th energy storage station at time t under scenario s, represents the lower limit of the storage capacity of the i-th energy storage station, represents the upper limit of the storage capacity of the i-th energy storage station; P PDR,t,s represents the call volume at time t under the price-based demand response load scenario s, represents the minimum call amount of price-based demand response load, represents the maximum call amount of price-based demand response load, Indicates the minimum call amount of adjustable load, Indicates the maximum call amount of the adjustable load; is the predicted value of user load at time t in scenario s, P loss,t,s represents the actual load shedding amount at time t in the load shedding scenario s, P LAL,t,s Indicates the actual call amount of adjustable load, P Gi,t,s represents the power generation of the i-th conventional unit at time t under scenario s, P Ri,t,s represents the dispatch output value of the i-th renewable energy unit at time t in scenario s, P Ei,t,s Represents the power generation of the i-th energy storage device at time t under scenario s.
[0133] This problem can be solved using a multi-objective particle swarm optimization algorithm to obtain the adjustment amount of each adjustable resource of source, load and storage and the aggregator, solve the optimal control instructions of discrete equipment in the power grid, demand response load, photovoltaics and energy storage, and achieve optimal control of source, load and storage resources.
[0134] Figure 2An embodiment of a multi-park integrated energy dispatching system of the present invention is shown.
[0135] In this optional embodiment, the source-load-storage multi-resource access control system includes:
[0136] The regulation characteristic analysis module 201 is used to obtain the adjustable resources of the source, load and storage, and obtain the regulation characteristics of the adjustable resources of the source, load and storage by analyzing the regulation mechanism of the adjustable resources;
[0137] The access demand determination module 203 is used to construct a unified access scheduling architecture of source-load-storage multiple adjustable resources based on information communication and automatic control technology and in combination with the adjustment characteristics of source-load-storage multiple adjustable resources; based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture of source-load-storage multiple adjustable resources, determine the access demand of source-load-storage multiple adjustable resources;
[0138] The optimal regulation amount calculation module 205 is used to construct a topological structure of source-load-storage multi-adjustable resources taking into account the regulation characteristics according to the access requirements of the source-load-storage multi-adjustable resources; and to establish a comprehensive cost and regulation performance priority model based on the topological structure of the source-load-storage multi-adjustable resources, and solve the comprehensive cost and regulation performance priority model through a multi-objective particle swarm optimization algorithm to obtain the optimal regulation amount of each adjustable resource of the source-load-storage.
[0139] In this optional embodiment, based on information communication and automatic control technology, combined with the adjustment characteristics of source, load and storage adjustable resources, a unified access scheduling architecture for source, load and storage multiple adjustable resources is constructed; based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture for source, load and storage multiple adjustable resources, the access requirements of source, load and storage multiple adjustable resources are determined, including: constructing a scheduling architecture including three levels of network adjustment, provincial adjustment and local adjustment, and establishing a data communication connection through a wide area service agent, a message transmission mechanism and a communication bus to obtain a unified access scheduling architecture for source, load and storage multiple adjustable resources; according to the information interaction requirements of the source, load and storage adjustable resources, and combined with the communication technology selection analysis, a multi-time scale adjustable resource pool is constructed; according to the unified access scheduling architecture for source, load and storage multiple adjustable resources and the multi-time scale adjustable resource pool, the access requirements of source, load and storage multiple adjustable resources under different voltage levels are determined.
[0140] In this optional embodiment, the source-load-storage multi-variable adjustable resource topology structure taking into account the adjustment characteristics includes: the source-side adjustable resources are in the form of wireless or optical fiber, and are connected to the corresponding communication network or user according to the voltage level; the load-side adjustable resources are adjusted and controlled by the load regulation system; the energy storage side adjustable resources are controlled by the monitoring system of the energy storage power station.
[0141] In this optional embodiment, the objective function of the comprehensive cost and regulation performance priority model includes: minimizing the comprehensive cost and maximizing the regulation performance; the comprehensive cost includes: the operating cost of conventional units, energy storage equipment, new energy, user load regulation cost and environmental cost; the regulation performance includes: adjustable capacity range, climbing rate, response time and regulation mileage.
[0142] In this optional embodiment, the constraints of the comprehensive cost and regulation performance priority model include unit operation constraints, unit climbing constraints, new energy unit output constraints, pumped storage operation constraints, electric energy storage operation constraints, various load-side resource constraints and power balance constraints.
[0143] In one embodiment, a computer device is provided. The computer device may be a server, and its internal structure diagram may be as follows: Figure 8 As shown. The computer device includes a processor, a memory and a network interface connected through a system bus. Among them, the processor of the computer device is used to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program and a database. The internal memory provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium. The database of the computer device is used to store static information and dynamic information data. The network interface of the computer device is used to communicate with an external terminal through a network connection. When the computer program is executed by the processor, the steps in the above method embodiment are implemented.
[0144] Those skilled in the art will understand that Figure 8 The structure shown in the figure is only a block diagram of a part of the structure related to the solution of the present invention, and does not constitute a limitation on the computer device to which the solution of the present invention is applied. The specific computer device may include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.
[0145] In addition, the present invention also provides a computer device, including a memory and a processor, wherein a computer program is stored in the memory, and the processor implements the steps in the above method embodiment when executing the computer program.
[0146] In addition, the present invention further provides a computer-readable storage medium on which a computer program is stored. When the computer program is executed by a processor, the steps in the above method embodiment are implemented.
[0147] Those skilled in the art can understand that all or part of the processes in the above-mentioned embodiment methods can be completed by instructing the relevant hardware through a computer program, and the computer program can be stored in a non-volatile computer-readable storage medium. When the computer program is executed, it can include the processes of the embodiments of the above-mentioned methods. Among them, any reference to memory, storage, database or other media used in the embodiments provided by the present invention can include at least one of non-volatile and volatile memory. Non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory or optical memory, etc. Volatile memory can include random access memory (RAM) or external cache memory. As an illustration and not limitation, RAM can be in various forms, such as static random access memory (SRAM) or dynamic random access memory (DRAM).
[0148] The present invention is not limited to the structures which have been described above and shown in the drawings, and various modifications and changes may be made without departing from the scope thereof. The scope of the present invention is limited only by the appended claims.
Claims
1. A source-load-storage multi-resource access control method, characterized in that: include: Obtaining adjustable resources of source, load and storage, and obtaining adjustment characteristics of the adjustable resources of source, load and storage by analyzing the adjustment mechanism of the adjustable resources; Based on information communication and automatic control technology, combined with the regulation characteristics of source-load-storage adjustable resources, a unified access scheduling architecture for multiple adjustable resources of source-load-storage is constructed; Based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture of the multiple adjustable resources of source, load and storage, the access requirements of the multiple adjustable resources of source, load and storage are determined; According to the access requirements of the source-load-storage multi-adjustable resources, a topological structure of the source-load-storage multi-adjustable resources taking into account the adjustment characteristics is constructed; and based on the topological structure of the source-load-storage multi-adjustable resources, a comprehensive cost and adjustment performance priority model is established. The comprehensive cost and adjustment performance priority model is solved by the multi-objective particle swarm optimization algorithm to obtain the optimal adjustment amount of each adjustable resource of the source-load-storage.
2. The source-load-storage multi-resource access control method according to claim 1 is characterized in that: The adjustable resource data of source, load and storage obtained includes: adjustable resources on the source side, adjustable resources on the load side and adjustable resources on the energy storage side; The adjustable resources on the source side include thermal power units, hydropower units, wind power units, photovoltaic power stations, solar thermal power stations and nuclear power; The load-side adjustable resources are load resources in the power system that have technical conditions and participate in power grid dispatching; The adjustable resources on the energy storage side include electric energy storage systems and pumped storage power stations.
3. The source-load-storage multi-resource access control method according to claim 1 is characterized in that: Based on information communication and automatic control technology, the unified access scheduling architecture of source, load and storage multiple adjustable resources is constructed in combination with the adjustment characteristics of source, load and storage adjustable resources; Based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture of the source, load and storage multiple adjustable resources, the access requirements of the source, load and storage multiple adjustable resources are determined to include: Construct a dispatching framework with three levels, including network dispatching, provincial dispatching and local dispatching, and establish data communication connection through wide area service agent, message transmission mechanism and communication bus, so as to obtain a unified access dispatching framework for multiple adjustable resources of source, load and storage; According to the information interaction requirements of source-load-storage adjustable resources, and combined with the selection analysis of communication technology, a multi-time scale adjustable resource pool is constructed; According to the unified access scheduling architecture of multiple adjustable resources of source, load and storage and the multi-time scale adjustable resource pool, the access requirements of multiple adjustable resources of source, load and storage under different voltage levels are determined.
4. The source-load-storage multi-resource access control method according to claim 3 is characterized in that: The access requirements of the source-load-storage multi-adjustable resources include: access mode, communication mode, communication protocol and control path.
5. The source-load-storage multi-resource access control method according to claim 3 is characterized in that: The multi-time-scale adjustable resource pool includes: a public communication mode and a fusion local multimedia communication network communication mode.
6. The source-load-storage multi-resource access control method according to claim 2 is characterized in that: The source-load-storage multi-adjustable resource topology structure taking into account the adjustment characteristics includes: The adjustable resource on the source side is in the form of wireless or optical fiber, and is connected to the corresponding communication network or user according to the voltage level; The load-side adjustable resources are regulated and controlled by a load regulation system; The adjustable resources on the energy storage side are controlled through the monitoring system of the energy storage power station.
7. The source-load-storage multi-resource access control method according to claim 1, characterized in that: The objective function of the comprehensive cost and regulation performance priority model includes: minimizing the comprehensive cost and maximizing the regulation performance; The comprehensive cost includes: the operating cost of conventional units, energy storage equipment, new energy, user load adjustment cost and environmental cost; The adjustment performance includes: adjustable capacity range, climbing rate, response time and adjustment mileage.
8. The source-load-storage multi-resource access control method according to claim 1, characterized in that: The constraints of the comprehensive cost and regulation performance priority model include unit operation constraints, unit climbing constraints, new energy unit output constraints, pumped storage operation constraints, electric energy storage operation constraints, various load-side resource constraints and power balance constraints.
9. The source-load-storage multi-resource access control method according to claim 7, characterized in that: The objective function expression of the comprehensive cost and regulation performance priority model is: In the formula, minC represents the objective function of minimizing the comprehensive cost, maxf represents the objective function of maximizing the regulation performance, and C represents the comprehensive operation cost of the power system; C G,t represents the operating cost of the unit, C E,t represents the operating cost of the energy storage equipment, C R,t represents the operating cost of the new energy unit, C L,t represents the user load adjustment cost, C N,t represents the environmental cost, f represents the quantitative value of the power system regulation performance, and f R,t Indicates the weighted conversion value of the adjustable capacity range, f S,t represents the weighted conversion value of the climbing rate, f T,t represents the weighted value of the response time, f M,t It represents the value after adjusting the weighted mileage, T represents the time period, and t represents the time.
10. A source-load-storage multi-resource access control system, characterized in that: include: The regulation characteristic analysis module is used to obtain the adjustable resources of the source, load and storage, and obtain the regulation characteristics of the adjustable resources of the source, load and storage by analyzing the regulation mechanism of the adjustable resources; The access demand determination module is used to build a unified access scheduling architecture for multiple adjustable resources of source, load and storage based on information communication and automatic control technology and combined with the adjustment characteristics of adjustable resources of source, load and storage; Based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture of the multiple adjustable resources of source, load and storage, the access requirements of the multiple adjustable resources of source, load and storage are determined; The optimal regulation amount calculation module is used to construct a topological structure of multiple adjustable resources of source, load and storage taking into account the regulation characteristics according to the access requirements of the multiple adjustable resources of source, load and storage; and to establish a comprehensive cost and regulation performance priority model based on the topological structure of the multiple adjustable resources of source, load and storage, and solve the comprehensive cost and regulation performance priority model through a multi-objective particle swarm optimization algorithm to obtain the optimal regulation amount of each adjustable resource of source, load and storage.
11. The source-load-storage multi-resource access control system according to claim 10, characterized in that: Based on information communication and automatic control technology, the unified access scheduling architecture of source, load and storage multiple adjustable resources is constructed in combination with the adjustment characteristics of source, load and storage adjustable resources; Based on the communication delay and control requirements when the adjustable resources are accessed, and according to the unified access scheduling architecture of the source, load and storage multiple adjustable resources, the access requirements of the source, load and storage multiple adjustable resources are determined to include: Construct a dispatching framework with three levels, including network dispatching, provincial dispatching and local dispatching, and establish data communication connection through wide area service agent, message transmission mechanism and communication bus, so as to obtain a unified access dispatching framework for multiple adjustable resources of source, load and storage; According to the information interaction requirements of source-load-storage adjustable resources, and combined with the selection analysis of communication technology, a multi-time scale adjustable resource pool is constructed; According to the unified access scheduling architecture of multiple adjustable resources of source, load and storage and the multi-time scale adjustable resource pool, the access requirements of multiple adjustable resources of source, load and storage under different voltage levels are determined.
12. The source-load-storage multi-resource access control system according to claim 11, characterized in that: The source-load-storage multi-adjustable resource topology structure taking into account the adjustment characteristics includes: The adjustable resources on the source side are in the form of wireless or optical fiber, and are connected to the corresponding communication network or user according to the voltage level; The adjustable resources on the load side are regulated and controlled through the load regulation system; The adjustable resources on the energy storage side are controlled through the monitoring system of the energy storage power station.
13. The source-load-storage multi-resource access control system according to claim 10, characterized in that: The objective function of the comprehensive cost and regulation performance priority model includes: minimizing the comprehensive cost and maximizing the regulation performance; The comprehensive cost includes: the operating cost of conventional units, energy storage equipment, new energy, user load adjustment cost and environmental cost; The adjustment performance includes: adjustable capacity range, climbing rate, response time and adjustment mileage.
14. The source-load-storage multi-resource access control system according to claim 10, characterized in that: The constraints of the comprehensive cost and regulation performance priority model include unit operation constraints, unit climbing constraints, new energy unit output constraints, pumped storage operation constraints, electric energy storage operation constraints, various load-side resource constraints and power balance constraints.
15. A computer device comprising a memory and a processor, wherein the memory stores a computer program, wherein: When the processor executes the computer program, the steps of the method according to any one of claims 1 to 9 are implemented.
16. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 9 are implemented.
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