Power consumption constraint considering different market subject clearing method and related device

Abstract

The application belongs to the technical field of electric power automation, and discloses a method for clearing different market subjects considering power constraints and related devices. n , and the starting time T start and the ending time T end of the load deviation; at the time T0, the first type of adjusting resource is controlled to perform power ramping, and the power change rate of the first type of adjusting resource is R first ; at the time T i , the power adjustment amount of the first type of adjusting resource is P first，i =R first *(T i -T0); the power adjustment amount of the second type of adjusting resource is controlled to compensate for the power deficiency of the first type of adjusting resource, and the power adjustment amount of the second type of adjusting resource is P second，i =P n -P first，i ; wherein T0 start ; T start ≤T i ≤T end . The application can be applied in electric power spot trading, realizes market cooperation of new energy, traditional energy, energy storage and other new market subjects, and reduces the proportion of abandoned wind and light or lost load under the actual situation of large proportion of new energy access.

Description

Technical Field

[0001] This invention belongs to the field of power automation technology, and specifically relates to a method and related apparatus for clearing out different market participants considering power constraints. Background Technology

[0002] There are different types of market participants in the electricity market. When it comes to meeting the balance of the power system, market participants can be mainly divided into two categories: the first category is conventional energy sources, mainly thermal power, which are not limited by the amount of electricity and the regulation time; the second category is new regulation resources, such as energy storage, flexible loads, electric vehicles, and virtual power plants. Although they have good regulation capabilities, they are generally limited by the amount of electricity and the regulation time.

[0003] If resources are not allocated properly, there is a risk of over-reliance on Category II resources, leading to power limitations for those resources. Meanwhile, the power output of Category I resources may fail to achieve system balance due to ramp-up constraints, resulting in wind and solar power curtailment or load shedding. Please refer to [link / reference]. Figure 1 As shown, if the ratio of the first type of regulating resources and the second type of regulating resources is not properly scheduled, the shaded line indicates that the energy provided by the second type of regulating resources will lead to wind and solar power curtailment or load shedding because the power of the second type of regulating resources is exhausted and the ramp-up rate of the first type of regulating resources is not in place. Summary of the Invention

[0004] The purpose of this invention is to provide a method and related apparatus for clearing out different market players that take into account power constraints, so as to effectively regulate the first type of resources and the second type of resources and reduce wind curtailment, solar curtailment or load shedding.

[0005] To achieve the above objectives, the present invention adopts the following technical solution:

[0006] In a first aspect, the present invention provides a method for clearing out different market participants considering electricity constraints, comprising:

[0007] Receive requests for electricity market clearing and request that electricity market clearing be carried out;

[0008] At time T0, the load deviation P of the new energy output is obtained. n and the start time T of the load deviation start and the end time T end ;

[0009] At time T0, the first type of regulating resource is controlled to perform power ramp-up, and the power change rate of the first type of regulating resource is R. first ;T i At time t, the power regulation amount of the first type of regulation resource is P. first，i =R first *(T i-T0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i =P n -P first，i Under the constraints, the clearing results for the first and second types of regulating resources are obtained by solving the problem; where T0 < T start ;T start ≤T i ≤T end ;

[0010] Output the clearing results of the first type of adjustment resources and the second type of adjustment resources.

[0011] A further improvement of the present invention is as follows:

[0012] In the steps described above, under the condition of satisfying constraints, to obtain the clearing results of the first type of regulating resource and the second type of regulating resource, the power change rate of the second type of regulating resource is R. second The constraints include:

[0013] (T end -T start )×R first ×T end / 2≤E sec (1)

[0014]

[0015] In the formula, E sec This indicates the energy upper limit of the second type of regulatory resource;

[0016] R second ≤P second,max / T start +R first (3)

[0017] In the formula, P second,max This indicates the maximum power of the second type of regulating resource;

[0018] R second ≤(P first,max -p first ) / T start (4)

[0019] At time T0, the first type of regulating resource is controlled to perform power ramp-up, and the power change rate of the first type of regulating resource is R. first ;T i At time t, the power regulation amount of the first type of regulation resource is P. first，i =R first *(T i-T0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i =P n -P first，i In the process, under the constraints of formulas (1) to (4), the clearing results of the first type of regulating resources and the second type of regulating resources are obtained by solving the problem.

[0020] A further improvement of this invention lies in: the power change rate R of the second type of regulating resource. second for:

[0021]

[0022] A further improvement of this invention is that the first type of regulating resource is thermal power.

[0023] A further improvement of the present invention is that the second type of regulating resource is one or more of energy storage, flexible load, electric vehicle, and virtual power plant.

[0024] Secondly, the present invention provides a clearing device for different market participants that takes into account power constraints, comprising:

[0025] The receiving module is used to receive electricity market clearing requests and request electricity market clearing.

[0026] The data acquisition module is used to obtain the load deviation P of the new energy output at time T0. n and the start time T of the load deviation start and the end time T end ;

[0027] The control module is used to control the first type of regulating resource to perform power ramping at time T0, where the power change rate of the first type of regulating resource is R. first ;T i At time t, the power regulation amount of the first type of regulation resource is P. first，i =R first *(T i -T0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i =P n -P first，i Under the constraints, the clearing results for the first and second types of regulating resources are obtained by solving the problem; where T0 < T start ;T start ≤T i ≤T end ;

[0028] The output module is used to output the clearing results of the first type of adjustment resources and the second type of adjustment resources.

[0029] A further improvement of this invention is that the power change rate of the second type of regulating resource is R. second ;

[0030] The rate of change of power R of the first type of regulating resource first The rate of change of power R of the second type of regulating resource second The following constraints must be met:

[0031] (T end -T start )×R first ×T end / 2≤E sec (1)

[0032]

[0033] In the formula, E sec This indicates the energy upper limit of the second type of regulatory resource;

[0034] R second ≤P second,max / T start +R first (3)

[0035] In the formula, P second,max This indicates the maximum power of the second type of regulating resource;

[0036] R second ≤(P first,max -p first ) / T start (4)

[0037] Under the constraints of formulas (1) to (4), the control module solves to obtain the clearing results of the first type of regulation resources and the second type of regulation resources.

[0038] A further improvement of this invention lies in: the power change rate R of the second type of regulating resource. second for:

[0039]

[0040] The first category of regulating resources is thermal power; the second category of regulating resources includes one or more of the following: energy storage, flexible loads, electric vehicles, and virtual power plants.

[0041] Thirdly, the present invention provides an electronic device including a processor and a memory, the processor being configured to execute a computer program stored in the memory to implement the aforementioned method for clearing out different market participants considering power constraints.

[0042] Fourthly, the present invention provides a computer-readable storage medium storing at least one instruction that, when executed by a processor, implements the aforementioned method for clearing out different market participants considering power constraints.

[0043] Compared with the prior art, the present invention has the following beneficial effects:

[0044] This invention provides a method and related apparatus for clearing out different market participants considering power constraints; the method includes: receiving a power market clearing request and requesting power market clearing; and acquiring the load deviation P of renewable energy output at time T0. n and the start time T of the load deviation start and the end time T end At time T0, the first type of regulating resource is controlled to perform power ramp-up, and the power change rate of the first type of regulating resource is R. first ;T i At time t, the power regulation amount of the first type of regulation resource is P. first，i =R first *(T i -T0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i =P n -P first，i Under the constraints, the clearing results for the first and second types of regulating resources are obtained by solving the problem; where T0 < T start ;T start ≤T i ≤T end The output shows the clearing results for the first and second types of regulating resources. This invention addresses the practical situation of large-scale renewable energy integration by classifying market participants based on whether they are subject to power constraints. It studies the potential of power-constrained market participants in improving traditional grid regulation. Considering the physical constraints of different market participant types, it proposes a universal coordination method that integrates both types of market participants. This method can be applied in electricity spot trading, enabling market coordination where renewable energy, traditional energy, and energy storage coexist. This aims to reduce the proportion of wind and solar power curtailment or load shedding under the actual situation of large-scale renewable energy integration. Attached Figure Description

[0045] The accompanying drawings, which form part of this specification, are used to provide a further understanding of the invention. The illustrative embodiments of the invention and their descriptions are used to explain the invention and do not constitute an undue limitation of the invention. In the drawings:

[0046] Figure 1 This is a diagram illustrating the coordination of different conventional resources;

[0047] Figure 2 This is a schematic diagram illustrating the ramp-up coordination among different electricity market participants in this invention;

[0048] Figure 3 This is a flowchart illustrating a method for clearing out different market participants that takes into account electricity constraints, according to the present invention.

[0049] Figure 4 This is a schematic diagram of the structure of a market participant clearing device that takes into account power constraints according to the present invention;

[0050] Figure 5 This is a schematic diagram of the structure of an electronic device according to the present invention. Detailed Implementation

[0051] The present invention will now be described in detail with reference to the accompanying drawings and embodiments. It should be noted that, unless otherwise specified, the embodiments and features described herein can be combined with each other.

[0052] The following detailed description is exemplary and intended to provide further detailed explanation of the invention. Unless otherwise specified, all technical terms used in this invention have the same meaning as commonly understood by one of ordinary skill in the art. The terminology used in this invention is for describing particular embodiments only and is not intended to limit the scope of exemplary embodiments according to the invention.

[0053] Example 1

[0054] For Category I regulating resources with relatively low ramp-up rates, effective coordination with Category II market players is needed to improve their ramp-up capabilities. The basis for Category II regulating resources to improve the ramp-up rate of Category I regulating resources is to utilize their ramp-up capabilities until conventional units can catch up to the new power point, such as... Figure 2 As shown. The thin slanted shading line represents the energy provided by the second type of regulating resource, and the thick black solid line represents the operation of the first type of regulating resource. Three factors limit the equivalent ramp rate: 1) the available energy that the second type of regulating resource can charge or discharge; 2) the maximum power that the second type of regulating resource can provide; 3) the power generation limit of the first type of regulating resource. The constraint caused by the energy capacity of the second type of regulating resource can be expressed by equation (1), which means that the area of ​​the thin slanted triangle is less than the sum of the available energy of the second type of regulating resource, and gives the corresponding maximum ramp rate:

[0055] (T end -T start )×R first ×T end / 2≤E sec (1)

[0056]

[0057] In the formula, T end and T start R indicates the start and end times of a transaction. first R second E represents the rate of power change of the first type of regulating resource and the second type of regulating resource. sec This indicates the energy limit for the second type of regulatory resource.

[0058] Meanwhile, Equation (3) shows the limiting results of the power output of the second type of regulating resource and the corresponding maximum ramp rate. This indicates that the power provided by the second type of regulating resource should never exceed its maximum power output limit.

[0059] R second ≤P second,max / T start +R first (3)

[0060] In the formula, P second,max This indicates the maximum power of the second type of regulating resource.

[0061] Furthermore, the constraint arising from the maximum power generation limit is calculated in equation (4). Due to the energy capacity limitation of the second type of regulating resource, the final equivalent output should not exceed the maximum output of the first type of regulating resource.

[0062] R second ≤(P first,max -p first ) / T start (4)

[0063] Therefore, the ramp rate of the second type of regulating resource is limited by equations (1) to (4) to obtain the power of the first and second types of resources at each time.

[0064] therefore:

[0065]

[0066] For the second type of regulatory resource, although it provides less electricity and needs to be charged to obtain electricity later, if only the electricity it provides is considered, the benefits it obtains are low, which is not enough to incentivize the development of flexible regulatory resources. Therefore, a method that considers the value component of ramp-up capacity is proposed.

[0067] When the energy stored in a Type II regulating resource is insufficient, it will be unable to supply power, similar to the fuel reserves in a conventional thermal generator. However, the fuel reserves of a conventional generator are usually sufficient to power it for extended periods, while a typical amount of stored energy may only power a Type II regulating resource for a limited number of hours. Therefore, the stored energy of a Type II regulating resource is a crucial factor determining its availability. In addition to the stored energy during peak hours, the length T of the peak hour is also a factor. peak This is also an important factor in calculating its capacity value. The ramp-up capability (p) of conventional units... s and net load variation power p d The difference between the two types of resources is used to analyze the ramp-up value of the second type: when the net load change rate is less than the ramp-up rate of conventional units, no ramp-up capacity compensation is needed for the second type of resource; when the net load change rate is higher than the ramp-up rate of conventional units, the capacity value of the second type of resource is used as its value component. Throughout the peak period, the i-th flexible resource provides E... i The amount of electricity. Therefore, this invention proposes the following capacity value coefficient during the peak demand period of the system:

[0068]

[0069] The evaluation result of the ramp capacity value component of the i-th flexible resource is as follows:

[0070] ω i =βP cap,i α i (7)

[0071] In the formula, β is the capacity compensation value coefficient, and P cap,i The installed capacity of flexible resource i in the second category of adjustment resources.

[0072] Example 2

[0073] Please see Figure 3 As shown, this invention provides a method for clearing out different market participants considering electricity constraints, allocating regulatory resources to a first type of regulatory resource and a second type of regulatory resource; the first type of regulatory resource is thermal power; the second type of regulatory resource is one or more of energy storage, flexible loads, electric vehicles, and virtual power plants; the method specifically includes the following steps:

[0074] S1. Receive the electricity market clearing request and request the electricity market clearing process;

[0075] At time S2 and T0, the load deviation P of the new energy output is obtained. n and the start time T of the load deviation start and the end time T end ;

[0076] At times S3 and T0, the first type of regulation resource is controlled to perform power ramp-up, and the power change rate of the first type of regulation resource is R. first ;T i At time t, the power regulation amount of the first type of regulation resource is P. first，i =R first *(T i -T0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i =P n -P first，i Under the constraints, the clearing results for the first and second types of regulating resources are obtained by solving the problem; where T0 < T start ;T start ≤T i ≤T end .

[0077] S4. Output the clearing results of the first type of adjustment resources and the second type of adjustment resources.

[0078] like Figure 2 As shown, the thin shaded diagonal line represents the energy provided by the second type of regulating resource, and the thick black solid line represents the operation of the first type of regulating resource. Three factors limit the equivalent ramp rate:

[0079] 1) The second type of regulatory resource is the available energy that can be charged or discharged;

[0080] 2) The maximum power that the second type of regulating resource can provide;

[0081] 3) The power generation limit of the first type of regulating resources.

[0082] The constraint caused by the energy capacity of the second type of regulating resources can be expressed by equation (1), which means that the area of ​​the thin-slanted triangle is less than the total available energy of the second type of regulating resources, and gives the corresponding maximum ramp rate:

[0083] (T end -T start )×R first ×T end / 2≤E sec (1)

[0084]

[0085] In the formula, T end and T start R indicates the start and end times of a transaction. first R second E represents the rate of power change of the first type of regulating resource and the second type of regulating resource. secThis indicates the energy limit for the second type of regulatory resource.

[0086] Meanwhile, Equation (3) shows the limiting results of the power output of the second type of regulating resource and the corresponding maximum ramp rate. This indicates that the power provided by the second type of regulating resource should never exceed its maximum power output limit.

[0087] R second ≤P second,max / T start +R first (3)

[0088] In the formula, P second,max This indicates the maximum power of the second type of regulating resource.

[0089] Furthermore, the constraint arising from the maximum power generation limit is calculated in equation (4). Due to the energy capacity limitation of the second type of regulating resource, the final equivalent output should not exceed the maximum output of the first type of regulating resource.

[0090] R second ≤(P first,max -p first ) / T start (4)

[0091] Therefore, the ramp rate of the second type of regulating resource is limited by equations (1) to (4) to obtain the power of the first and second types of resources at each time.

[0092] therefore:

[0093]

[0094] Example 3

[0095] Please see Figure 4 As shown, this invention provides a clearing device for different market participants considering electricity constraints, allocating regulatory resources to a first type of regulatory resource and a second type of regulatory resource; the first type of regulatory resource is thermal power; the second type of regulatory resource is one or more of energy storage, flexible load, electric vehicles, and virtual power plants; including:

[0096] The receiving module is used to receive electricity market clearing requests and request electricity market clearing.

[0097] The data acquisition module is used to obtain the load deviation P of the new energy output at time T0. n and the start time T of the load deviation start and the end time T end ;

[0098] The control module is used to control the first type of regulating resource to perform power ramping at time T0, where the power change rate of the first type of regulating resource is R.first ;T i At time t, the power regulation amount of the first type of regulation resource is P. first，i =R first *(T i -T0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i =P n -P first，i Under the constraints, the clearing results for the first and second types of regulating resources are obtained by solving the problem; where T0 < T start ;T start ≤T i ≤T end .

[0099] The output module is used to output the clearing results of the first type of adjustment resources and the second type of adjustment resources.

[0100] like Figure 2 As shown, the thin shaded diagonal line represents the energy provided by the second type of regulating resource, and the thick black solid line represents the operation of the first type of regulating resource. Three factors limit the equivalent ramp rate:

[0101] 1) The second type of regulatory resource is the available energy that can be charged or discharged;

[0102] 2) The maximum power that the second type of regulating resource can provide;

[0103] 3) The power generation limit of the first type of regulating resources.

[0104] The constraint caused by the energy capacity of the second type of regulating resources can be expressed by equation (1), which means that the area of ​​the thin-slanted triangle is less than the total available energy of the second type of regulating resources, and gives the corresponding maximum ramp rate:

[0105] (T end -T start )×R first ×T end / 2≤E sec (1)

[0106]

[0107] In the formula, T end and T start R indicates the start and end times of a transaction. first R second E represents the rate of power change of the first type of regulating resource and the second type of regulating resource. sec This indicates the energy limit for the second type of regulatory resource.

[0108] Meanwhile, Equation (3) shows the limiting results of the power output of the second type of regulating resource and the corresponding maximum ramp rate. This indicates that the power provided by the second type of regulating resource should never exceed its maximum power output limit.

[0109] R second ≤P second,max / T start +R first (3)

[0110] In the formula, P second,max This indicates the maximum power of the second type of regulating resource.

[0111] Furthermore, the constraint arising from the maximum power generation limit is calculated in equation (4). Due to the energy capacity limitation of the second type of regulating resource, the final equivalent output should not exceed the maximum output of the first type of regulating resource.

[0112] R second ≤(P first,max -p first ) / T start (4)

[0113] Therefore, the ramp rate of the second type of regulating resource is limited by equations (1) to (4), and the clearing results of the first type of regulating resource and the second type of regulating resource (power of the first type of resource and the second type of resource at each time) are obtained by solving the equations (1) to (4).

[0114] therefore:

[0115]

[0116] Example 4

[0117] Please see Figure 3 As shown, the present invention also provides an electronic device 100 for implementing different market participants clearing methods that take into account power constraints; the electronic device 100 includes a memory 101, at least one processor 102, a computer program 103 stored in the memory 101 and executable on the at least one processor 102, and at least one communication bus 104.

[0118] The memory 101 can be used to store the computer program 103. The processor 102 implements the steps of the method for clearing out different market participants considering power constraints as described in Embodiment 2 by running or executing the computer program stored in the memory 101 and calling the data stored in the memory 101. The memory 101 may mainly include a program storage area and a data storage area. The program storage area may store the operating system, at least one application program required for a function (such as sound playback function, image playback function, etc.), etc.; the data storage area may store data created according to the use of the electronic device 100 (such as audio data), etc. In addition, the memory 101 may include non-volatile memory, such as hard disk, memory, plug-in hard disk, smart media card (SMC), secure digital (SD) card, flash card, at least one disk storage device, flash memory device, or other non-volatile solid-state storage device.

[0119] The at least one processor 102 may be a Central Processing Unit (CPU), or other general-purpose processors, digital signal processors (DSPs), application-specific integrated circuits (ASICs), field-programmable gate arrays (FPGAs), or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. The processor 102 may be a microprocessor or any conventional processor. The processor 102 is the control center of the electronic device 100, connecting various parts of the electronic device 100 via various interfaces and lines.

[0120] The memory 101 in the electronic device 100 stores multiple instructions to implement a method for clearing out different market participants considering power constraints, and the processor 102 can execute the multiple instructions to achieve the following:

[0121] Receive requests for electricity market clearing and request that electricity market clearing be carried out;

[0122] At time T0, the load deviation P of the new energy output is obtained. n and the start time T of the load deviation start and the end time T end ;

[0123] At time T0, the first type of regulating resource is controlled to perform power ramp-up, and the power change rate of the first type of regulating resource is R.first ;T i At time t, the power regulation amount of the first type of regulation resource is P. first，i =R first *(T i -T0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i =P n -P first，i Under the constraints, the clearing results for the first and second types of regulating resources are obtained by solving the problem; where T0 < T start ;T start ≤T i ≤T end ;

[0124] Output the clearing results of the first type of adjustment resources and the second type of adjustment resources.

[0125] Example 5

[0126] If the modules / units integrated in the electronic device 100 are implemented as software functional units and sold or used as independent products, they can be stored in a computer-readable storage medium. Based on this understanding, all or part of the processes in the methods of the above embodiments can also be implemented by a computer program instructing related hardware. The computer program can be stored in a computer-readable storage medium, and when executed by a processor, it can implement the steps of the various method embodiments described above. The computer program includes computer program code, which can be in the form of source code, object code, executable files, or certain intermediate forms. The computer-readable medium can include: any entity or device capable of carrying the computer program code, a recording medium, a USB flash drive, a portable hard drive, a magnetic disk, an optical disk, a computer memory, and a read-only memory (ROM).

[0127] Those skilled in the art will understand that embodiments of the present invention can be provided as methods, systems, or computer program products. Therefore, the present invention can take the form of a completely hardware embodiment, a completely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present invention can take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.

[0128] This invention is described with reference to flowchart illustrations and / or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and / or block diagrams, and combinations of blocks in the flowchart illustrations and / or block diagrams, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, special-purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, generate instructions for implementing the flowchart illustrations and / or block diagrams. Figure 1 One or more processes and / or boxes Figure 1 A device that provides the functions specified in one or more boxes.

[0129] These computer program instructions may also be stored in a computer-readable storage medium that can direct a computer or other programmable data processing device to function in a particular manner, such that the instructions stored in the computer-readable storage medium produce an article of manufacture including instruction means, which are implemented in a process Figure 1 One or more processes and / or boxes Figure 1 The function specified in one or more boxes.

[0130] These computer program instructions may also be loaded onto a computer or other programmable data processing equipment to cause a series of operational steps to be performed on the computer or other programmable equipment to produce a computer-implemented process, thereby providing instructions that execute on the computer or other programmable equipment for implementing the process. Figure 1 One or more processes and / or boxes Figure 1 The steps of the function specified in one or more boxes.

[0131] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention and not to limit it. Although the present invention has been described in detail with reference to the above embodiments, those skilled in the art should understand that modifications or equivalent substitutions can still be made to the specific implementation of the present invention. Any modifications or equivalent substitutions that do not depart from the spirit and scope of the present invention should be covered within the protection scope of the claims of the present invention.

Claims

1. A market exit method considering different market participants with electricity constraints, characterized in that, include: Receive requests for electricity market clearing and request that electricity market clearing be carried out; T Obtain the load deviation of new energy output at time 0 P n and the start time of load deviation T start and end time T end ; T At time 0, the first type of regulating resource is controlled to perform power ramp-up, and the power change rate of the first type of regulating resource is: R first ; T i At that moment, the power regulation amount of the first type of regulation resource is P first，i = R first *( T i - T 0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i = P n - P first，i Under the constraints, the clearing results for the first and second types of regulating resources are obtained by solving the problem; where, T 0 < T start ; T start ≤T i ≤T end ; Output the clearing results of the first type of adjustment resources and the second type of adjustment resources; In the step of obtaining the clearing results of the first type of regulating resource and the second type of regulating resource under the condition of satisfying the constraints, the power change rate of the second type of regulating resource is: R second The constraints include: （1） （2） In the formula, E sec This indicates the energy upper limit of the second type of regulatory resource; （3） In the formula, P second,max This indicates the maximum power of the second type of regulating resource; （4） The T At time 0, the first type of regulating resource is controlled to perform power ramp-up, and the power change rate of the first type of regulating resource is: R first ; T i At that moment, the power regulation amount of the first type of regulation resource is P first，i = R first *( T i - T 0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i = P n - P first，i In the steps, under the constraints of formulas (1) to (4), the clearing results of the first type of regulating resources and the second type of regulating resources are obtained by solving; The first category of regulating resources is thermal power; The second category of regulating resources includes one or more of the following: energy storage, flexible loads, electric vehicles, and virtual power plants.

2. The method for clearing out different market participants considering electricity constraints according to claim 1, characterized in that, The second type of regulating resource power change rate R second for: （5）。 3. A market clearing device considering different market participants with electricity constraints, characterized in that: include: The receiving module is used to receive electricity market clearing requests and request electricity market clearing. The data acquisition module is used to... T Obtain the load deviation of new energy output at time 0 P n and the start time of load deviation T start and end time T end ; Control module, used in T At time 0, the first type of regulating resource is controlled to perform power ramp-up, and the power change rate of the first type of regulating resource is: R first ; T i At that moment, the power regulation amount of the first type of regulation resource is P first，i = R first *( T i - T 0); The power regulation amount of the second type of regulation resource is used to compensate for the power deficiency of the first type of regulation resource. The power regulation amount of the second type of regulation resource is: P second，i = P n - P first，i Under the constraints, the clearing results for the first and second types of regulating resources are obtained by solving the problem; where, T 0 < T start ; T start ≤T i ≤T end ; The output module is used to output the clearing results of the first type of adjustment resources and the second type of adjustment resources; The power change rate of the second type of regulating resource is R second ; The rate of change of power of the first type of regulating resource R first The rate of change of power of the second type of regulating resources R second The following constraints must be met: （1） （2） In the formula, E sec This indicates the energy upper limit of the second type of regulatory resource; （3） In the formula, P second,max This indicates the maximum power of the second type of regulating resource; （4） Under the constraints of formulas (1) to (4), the control module solves to obtain the clearing results of the first type of regulation resources and the second type of regulation resources; The first category of regulating resources is thermal power; the second category of regulating resources includes one or more of the following: energy storage, flexible loads, electric vehicles, and virtual power plants.

4. The market participant clearing device considering electricity constraints according to claim 3, characterized in that, The second type of regulating resource power change rate R second for: （5）。 5. An electronic device, characterized in that, It includes a processor and a memory, the processor being used to execute a computer program stored in the memory to implement the different market participants clearing method considering power constraints as described in any one of claims 1 to 2.

6. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores at least one instruction, which, when executed by a processor, implements the method for clearing out different market participants considering power constraints as described in any one of claims 1 to 2.

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