Simulation system and method for mixing of power grid and industrial load, medium and electronic equipment

Abstract

The invention discloses a power grid and industrial load hybrid simulation system and method, a medium and electronic equipment, and relates to the field of electric power. The reliability of power system simulation can be improved. The power grid and industrial load mixed simulation system comprises a simulation master station used for sending a peak regulation instruction to a cement factory simulation system and an industrial load control system, and the peak regulation instruction is used for regulating the load of the cement industry; the industrial load control system calculates operation data of the cement industrial production process based on the peak regulation instruction; the cement factory simulation system is used for adjusting an adjustable load in the cement industrial production process according to the peak regulation instruction and the operation data and outputting industrial load time sequence simulation data; the hybrid simulation system is used for performing simulation calculation according to the industrial load time sequence simulation data and outputting power grid transient simulation data; and the simulation collaborative management system is used for sending the transient simulation data of the power grid to the cement factory simulation system for simulation of the cement industrial production process.

Description

Technical Field

[0001] The present application relates to the field of electric power, and in particular to a simulation system, method, medium and electronic equipment for a hybrid of a power grid and an industrial load. Background Art

[0002] In recent years, the penetration rate of new energy power generation represented by photovoltaic and wind power has continued to increase. On the one hand, the rise of new energy has promoted the development of new power systems. However, on the other hand, its intermittent, random and volatile characteristics have brought challenges to the stable operation of the power system. At the same time, with the improvement of electrification in the field of user terminal energy consumption, such as the popularization of electric heaters and electric vehicles, the demand for electricity on the load side has been rising year by year. The unstable factors brought by new energy power generation on the source side and the surge in user electricity demand on the load side have led to a tight balance between my country's electricity supply and demand, which has restricted the development of new power systems and urgently needs flexible resources as an important support for their development.

[0003] The high-energy-consuming industrial load represented by cement, nonferrous metals, and steel has a large base, accounting for more than 70% of the total industrial energy consumption, and more than 28% of the total social electricity consumption. It has a large potential for regulation and is a high-quality demand-side resource that provides flexibility in the development of new power systems. As a high-quality demand-side flexibility resource, the cement industry load can participate in a variety of auxiliary services such as peak regulation and frequency regulation of the power grid, provide flexibility to the power system in a tight balance of supply and demand, and assist the stable operation of the power system. However, the load regulation capacity of the cement industry is affected by the comprehensive influence of process flow, energy supply mode, information level and multiple uncertainties. The energy consumption and carbon emission characteristics are unevenly distributed in different links. Different links have complex energy coupling and time-series correlation characteristics. In the process of participating in the grid interaction, it may face problems such as increased regulation energy consumption and increased operating costs, and even bring safety production risks, which in turn leads to a decrease in the willingness of cement production enterprises to actively provide demand-side flexibility.

[0004] In actual production, the uncertainty of load response may come from multiple factors such as weather, electricity price fluctuations, equipment failures, etc., while its randomness comes from the influence of factors such as production plans, market prices, emergencies, etc. However, in the existing simulation research on cement industry loads participating in power grid interaction, there is a lack of comprehensive analysis of flexible interaction at multiple levels, multiple time scales, and multiple scenarios. Summary of the invention

[0005] The present application provides a simulation system, method, medium and electronic equipment for a hybrid of a power grid and an industrial load, which can perform transient and steady-state analysis more realistically in scenarios where industrial loads and power grids interact, thereby improving the reliability of the simulation.

[0006] In a first aspect, the present application provides a simulation system for a hybrid power grid and industrial loads, comprising:

[0007] The simulation master station is used to send peak load regulation instructions to the cement plant simulation system and the industrial load control system, wherein the peak load regulation instructions are used to adjust the load of the cement industry;

[0008] The industrial load control system calculates the operation data of the cement industry production process based on the peak load shaving instruction;

[0009] A cement plant simulation system, for adjusting the adjustable load in the cement industry production process according to the peak load adjustment instruction and the operation data, and outputting the industrial load timing simulation data;

[0010] Hybrid simulation system, used to perform simulation calculations based on industrial load time series simulation data and output power grid transient simulation data;

[0011] The simulation collaborative management system is used to send the power grid transient simulation data to the cement plant simulation system to simulate the cement industry production process.

[0012] According to the simulation system of the hybrid power grid and industrial load in this embodiment, the load of the cement industry can be effectively adjusted by simulating the master station to send peak load instructions to the cement plant simulation system and the industrial load control system. This optimized scheduling helps to balance the load of the power grid, especially during the peak load period of the power grid, can reduce the pressure on the power grid and improve the stability and efficiency of the power grid operation. The industrial load control system calculates the operation data of the production process based on the peak load instruction, which helps to achieve accurate control of the production process. Through accurate data calculation, the production process can be optimized, energy consumption can be reduced, and production efficiency and product quality can be improved. The cement plant simulation system adjusts the adjustable load according to the peak load instruction and operation data, and outputs the industrial load timing simulation data. This real-time feedback mechanism helps to monitor and adjust the production process in real time, ensure that the production activities are consistent with the peak load instruction, thereby improving the response speed and flexibility of the entire system. The hybrid simulation system uses the industrial load timing simulation data for simulation calculation and outputs the transient simulation data of the power grid. This combination helps to evaluate and predict the impact of cement industry production activities on the transient stability of the power grid, and provides an important reference for the operation of the power grid. The simulation collaborative management system sends the transient simulation data of the power grid to the cement plant simulation system to simulate the production process. This collaborative management mechanism helps to achieve close cooperation between the power grid and the cement industry, ensuring that production activities meet both the needs of the power grid and the production goals of the factory itself. It strengthens the close cooperation between the power grid and the cement industry at multiple levels, improves the flexibility and efficiency of the cement industry's production process, and ensures the safety and stability of the power grid operation.

[0013] In a second aspect, the present application provides a simulation method for a hybrid power grid and industrial load, comprising:

[0014] Build cement plant simulation system, industrial load control system, hybrid simulation system and simulation collaborative management system;

[0015] The power grid system and the cement industry are simulated by the hybrid simulation system to obtain power data and load data;

[0016] Generate a peak load adjustment instruction according to the power data and the load data, and send it to the industrial load control system, wherein the peak load adjustment instruction is used to adjust the load of the cement industry; the industrial load control system calculates the operation data of the cement industry production process based on the peak load adjustment instruction;

[0017] The operation data output by the industrial load control system is sent to the cement plant simulation system, wherein the cement plant simulation system is used to adjust the adjustable load in the cement industry production process according to the peak load adjustment instruction and the operation data, and output the industrial load timing simulation data;

[0018] The time series simulation data output by the cement plant simulation system is sent to a hybrid simulation system, wherein the hybrid simulation system is used to perform simulation calculations according to the industrial load time series simulation data and output power grid transient simulation data;

[0019] The power grid transient simulation data is sent to a simulation collaborative management system, and the simulation collaborative management system is used to send the power grid transient simulation data to a cement plant simulation system to simulate the cement industry production process.

[0020] In a third aspect, the present application provides an electronic device, the electronic device comprising a memory and one or more processors. The memory stores one or more computer programs, the computer programs comprising instructions, and when the instructions are executed by the processor, the electronic device can execute the simulation method of the hybrid power grid and industrial load as in the second aspect.

[0021] In a fourth aspect, the present application provides a computer-readable storage medium having instructions stored therein, which, when executed on an electronic device, enables the electronic device to execute a simulation method for a mixture of a power grid and industrial loads as in the second aspect.

[0022] In a fifth aspect, the present application provides a computer program product, which, when executed on an electronic device, enables the electronic device to execute the simulation method for a mixture of a power grid and industrial loads as described in the second aspect.

[0023] It can be understood that the beneficial effects that can be achieved by the simulation method, electronic device, computer-readable storage medium, and computer program product for the hybrid power grid and industrial load provided above can be referred to the beneficial effects in the first aspect and will not be repeated here. BRIEF DESCRIPTION OF THE DRAWINGS

[0024] Figure 1 A schematic diagram of the system architecture of a simulation system for a hybrid power grid and industrial load provided in an embodiment of the present application;

[0025] Figure 2 Another system architecture diagram of a simulation system for a hybrid power grid and industrial load provided in an embodiment of the present application;

[0026] Figure 3 A schematic diagram of a flow chart of a simulation method for a hybrid power grid and industrial load provided in an embodiment of the present application;

[0027] Figure 4 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application. DETAILED DESCRIPTION

[0028] In order to facilitate the clear description of the technical solutions of the embodiments of the present application, in the embodiments of the present application, the words "first", "second" and the like are used to distinguish the same items or similar items with substantially the same functions and effects. For example, the first chip and the second chip are only used to distinguish different chips, and their order is not limited. Those skilled in the art can understand that the words "first", "second" and the like do not limit the quantity and execution order, and the words "first", "second" and the like do not necessarily limit the difference. It should be noted that in the embodiments of the present application, the words "exemplary" or "for example" are used to indicate examples, illustrations or explanations. Any embodiment or design described as "exemplary" or "for example" in the present application should not be interpreted as being more preferred or more advantageous than other embodiments or design solutions. Specifically, the use of words such as "exemplary" or "for example" is intended to present related concepts in a specific way. In the embodiments of the present application, "at least one" refers to one or more, and "more" refers to two or more.

[0029] It should be noted that the “at…” in the embodiments of the present application may be the instant when a certain situation occurs, or may be a period of time after the occurrence of a certain situation, and the embodiments of the present application do not specifically limit this.

[0030] The implementation of this embodiment will be described in detail below with reference to the accompanying drawings.

[0031] This embodiment provides a simulation system for a hybrid power grid and industrial loads. The system can be applied to various electronic devices such as computers (PCs), servers, cloud computing, and server clusters, and this embodiment does not make any special limitations on this.

[0032] Figure 1 A system architecture diagram of a hybrid power grid and industrial load simulation system provided in an embodiment of the present application is shown.

[0033] like Figure 1As shown, the simulation system 100 for mixing the power grid and industrial loads may include the following:

[0034] 101 simulates the main station, used to send peak load regulation instructions to the cement plant simulation system 102 and the industrial load control system 103, wherein the peak load regulation instructions are used to adjust the load of the cement industry;

[0035] The industrial load control system 103 calculates the operating data of the cement industry production process based on the peak-shaving instruction; the cement plant simulation system 102 is used to adjust the adjustable load in the cement industry production process according to the peak-shaving instruction and the operating data, and output the industrial load timing simulation data; the hybrid simulation system 104 is used to perform simulation calculations based on the industrial load timing simulation data, and output the power grid transient simulation data; the simulation collaborative management system 105 is used to send the power grid transient simulation data to the cement plant simulation system to simulate the cement industry production process.

[0036] Exemplarily, the simulation master station is also used to send secondary frequency modulation instructions to the simulation collaborative management system, and the secondary frequency modulation instructions are used to adjust the power grid frequency; the simulation collaborative management system forwards the secondary frequency modulation instructions to the industrial load control system; the industrial load control system calculates the operating data of the cement industry production process based on the secondary frequency modulation instructions.

[0037] The hybrid simulation system includes a regional power grid model and an industrial load model. The regional power grid model is used to predict power data of the power grid system; the industrial load model is used to predict load data of the cement industry.

[0038] The simulation master station receives the power data obtained by simulation of the hybrid simulation system, and generates a peak-shaving instruction and a secondary frequency modulation instruction according to the power data.

[0039] The simulation collaborative management system includes a simulation scene management module, a simulation process monitoring module, an event management module, an interactive instruction module and a data interaction management module; the simulation scene management module is used to create and manage different simulation scenes; the simulation process monitoring module is used to monitor the running status and simulation results of the simulation process; the event management module is used to handle events occurring during the simulation process; the interactive instruction module is used to generate and send control instructions to the control module; the data interaction management module is used to realize data interaction between modules within the system.

[0040] The cement plant simulation system includes a simulation device interface and a production management module; the simulation device interface is used for bridging between the cement plant simulation system and the simulation collaborative management system; the production management module is used for simulating the cement industry production process.

[0041] The cement plant simulation system includes a raw mill model, a rotary kiln model, a cement mill model, a coal mill model and a crusher model. The raw mill model is:

[0042]

[0043] Among them, P sl is the adjustable capacity of the raw mill, in kW; is the rated operating power of the raw mill, kW; κ sl Indicates the operating status of the raw mill, 1 indicates that the raw mill is operating normally, and 0 indicates that the raw mill is shut down;

[0044] The rotary kiln model is:

[0045]

[0046] P hz is the adjustable capacity of the rotary kiln, kW; is the rated operating power of the rotary kiln, kW; κ kl Indicates the operating status of the rotary kiln, 1 indicates that the rotary kiln is operating normally, and 0 indicates that the rotary kiln is shut down;

[0047] The cement mill model is:

[0048]

[0049] P sn is the power of cement mill, kW; is the adjustable capacity of cement mill, kW; K1 is the grinding coefficient; K2 is the motor reserve coefficient; V is the effective volume of cement mill, m 3 ; D is the effective inner diameter of the cement mill, m; n is the cement mill speed, r / min; M is the total clinker loading, t; X is the cement mill output, t / h; x is the cement mill unit power consumption output, kg / kW·h; λ is the process coefficient; κ sn Indicates the operating status of the cement mill. A value of 1 indicates that the cement mill is operating normally, and a value of 0 indicates that the cement mill is shut down.

[0050] The crusher model is:

[0051]

[0052] P ps is the power of the crusher, kW; α is the correction coefficient; T is the torque of the material on the rotor, N·m; n is the rotor speed, r / min; η is the transmission efficiency; is the adjustable capacity of the crusher, kW; κ ps Indicates the operating status of the crusher. A value of 1 indicates that the crusher is operating normally, and a value of 0 indicates that the crusher is stopped. and They are the upper and lower limits of crusher power, kW respectively.

[0053] The adjustment characteristics of coal powder mill are the same as those of raw meal mill. The coal powder mill model can be obtained according to the raw meal mill model.

[0054] Figure 2 Another system architecture diagram of the simulation system of the power grid and industrial load hybrid of this embodiment is shown. Figure 2 As shown, the simulated master station mainly sends load control and dispatching commands to the simulated collaborative management system, which mainly include peak load regulation commands and secondary frequency regulation commands.

[0055] The simulation collaborative management system, hybrid simulation system and industrial load control system form a closed-loop system. The simulation collaborative management system mainly includes five sub-modules: simulation scene management, simulation process monitoring, event management, interactive command management and data interaction management; the hybrid simulation system mainly includes two modules: digital and physical. The digital module includes the regional power grid model and the industrial load model. The physical module mainly refers to the power grid simulation equipment, including simulation hardware, simulation software, and AC / DC power supply devices; the industrial load control system plays a certain role in relaying data processing and can be understood as a data processing and conversion module.

[0056] The cement plant simulation system is mainly responsible for managing the cement production process, and at the same time connects with the management system, receives, converts and processes the requirements issued by the management system as required, and achieves the expected production indicators according to the preset program control logic. This part mainly covers the simulation equipment interface, basic module, energy management module, production management module, multi-energy flow simulation module, carbon flow simulation module, material flow simulation module, and collaborative simulation module.

[0057] During the actual operation of the system, the simulation master station first sends a peak-shaving instruction or a secondary frequency modulation instruction to the simulation collaborative management system. After being processed by the simulation collaborative management system, the industrial load timing simulation data is sent to the hybrid simulation system. After simulation by the hybrid simulation system, the obtained transient simulation data of the power grid is transmitted back to the simulation collaborative management system to help the simulation collaborative management system achieve management optimization. The simulation collaborative management system simultaneously sends secondary frequency modulation instructions and peak-shaving instructions to the industrial load control system. After judgment and processing by the industrial load control system, it sends primary / secondary frequency modulation control instructions to the simulation collaborative management system. After calculation by the simulation collaborative management system, the power grid frequency and other power grid and equipment operation information are returned to the industrial load control system. The industrial load control system then sends interactive control equipment operation data to the simulation collaborative management system to achieve interactive control of the management system.

[0058] The cement plant simulation system combines and processes a series of data from the simulation collaborative management system, hybrid simulation system, industrial load control system and other modules to obtain peak load instructions and grid transient simulation data. After calculation by the cement plant simulation system, the industrial load timing simulation data is returned to the simulation collaborative management system to form a closed loop.

[0059] The present invention combines the cement plant simulation system on the factory side and the hybrid simulation system on the power grid side, and builds a simulation architecture suitable for cement industry loads to participate in power grid interaction based on the data interaction of the simulation collaborative management system. By integrating the above models, the simulation system can be widely used in different scenarios of cement industry loads participating in power grid interaction, online rolling prediction of cement industry load flexibility, providing more accurate transient simulation results and broadening optimization strategies.

[0060] Furthermore, this embodiment also provides a simulation method for a mixture of a power grid and industrial loads, which can be used to implement the simulation system for a mixture of a power grid and industrial loads.

[0061] like Figure 3 As shown, the method comprises the following steps:

[0062] Step 301: Construct a cement plant simulation system, an industrial load control system, a hybrid simulation system and a simulation collaborative management system.

[0063] Step 302: simulating the power grid system and the cement industry through the hybrid simulation system to obtain power data and load data;

[0064] Step 303: Generate a peak load adjustment instruction according to the power data and the load data, and send it to the industrial load control system, wherein the peak load adjustment instruction is used to adjust the load of the cement industry. The industrial load control system calculates the operation data of the cement industry production process based on the peak load adjustment instruction.

[0065] Step 304: sending the operation data output by the industrial load control system to the cement plant simulation system, wherein the cement plant simulation system is used to adjust the adjustable load in the cement industry production process according to the peak load adjustment instruction and the operation data, and output the industrial load timing simulation data;

[0066] Step 305: sending the time series simulation data output by the cement plant simulation system to the hybrid simulation system, wherein the hybrid simulation system is used to perform simulation calculations according to the industrial load time series simulation data and output power grid transient simulation data;

[0067] Step 306: Send the power grid transient simulation data to a simulation collaborative management system, which is used to send the power grid transient simulation data to a cement plant simulation system to simulate the cement industry production process.

[0068] The specific details of each step in the above-mentioned simulation method for a mixture of power grid and industrial load have been described in detail in the corresponding simulation system for a mixture of power grid and industrial load, so they will not be repeated here.

[0069] The embodiment of the present application also provides an electronic device, Figure 4 A schematic diagram of the structure of an electronic device suitable for implementing the embodiments of the present disclosure is shown. Figure 4 The electronic device 600 shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present disclosure.

[0070] like Figure 4 As shown, electronic device 600 includes a central processing unit (CPU) 601, which can perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 602 or a program loaded from a storage part 608 into a random access memory (RAM) 603. In RAM 603, various programs and data required for system operation are also stored. CPU 601, ROM 602 and RAM 603 are connected to each other via a bus 604. An input / output (I / O) interface 605 is also connected to bus 604.

[0071] The following components are connected to the I / O interface 605: an input section 606 including a keyboard, a mouse, etc.; an output section 607 including a cathode ray tube (CRT), a liquid crystal display (LCD), etc., and a speaker, etc.; a storage section 608 including a hard disk, etc.; and a communication section 609 including a network interface card such as a LAN card, a modem, etc. The communication section 609 performs communication processing via a network such as the Internet. A drive 610 is also connected to the I / O interface 605 as needed. A removable medium 611, such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, etc., is installed on the drive 610 as needed, so that a computer program read therefrom is installed into the storage section 608 as needed.

[0072] In particular, according to an embodiment of the present disclosure, the process described above with reference to the flowchart can be implemented as a computer software program. For example, an embodiment of the present disclosure includes a computer program product, which includes a computer program carried on a computer-readable storage medium, and the computer program includes a program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from the network through the communication part 609, and / or installed from the removable medium 611. When the computer program is executed by the central processing unit (CPU) 601, the above-mentioned functions defined in the embodiment of the present application are executed.

[0073] For example, when the computer program is executed by the central processing unit (CPU) 601, the following can be performed: construct a cement plant simulation system, an industrial load control system, a hybrid simulation system, and a simulation collaborative management system; simulate the power grid system and the cement industry through the hybrid simulation system to obtain power data and load data; generate a peak load instruction based on the power data and the load data, and send it to the industrial load control system, the peak load instruction is used to adjust the load of the cement industry. The industrial load control system calculates the operation data of the cement industry production process based on the peak load instruction; sends the operation data output by the industrial load control system to the cement plant simulation system, the cement plant simulation system is used to adjust the adjustable load in the cement industry production process according to the peak load instruction and the operation data, and outputs the industrial load timing simulation data; sends the timing simulation data output by the cement plant simulation system to the hybrid simulation system, the hybrid simulation system is used to perform simulation calculation according to the industrial load timing simulation data, and outputs the power grid transient simulation data; sends the power grid transient simulation data to the simulation collaborative management system, the simulation collaborative management system is used to send the power grid transient simulation data to the cement plant simulation system to simulate the cement industry production process.

[0074] It should be noted that the computer-readable medium shown in the present disclosure may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the above. In the present disclosure, a computer-readable storage medium may be any tangible medium containing or storing a program that can be used by or in combination with an instruction execution system, device or device. In the present disclosure, a computer-readable signal medium may include a data signal propagated in a baseband or as part of a carrier wave, in which a computer-readable program code is carried. This propagated data signal may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. Computer-readable signal media may also be any computer-readable medium other than computer-readable storage media, which may send, propagate or transmit a program for use by or in conjunction with an instruction execution system, apparatus or device. The program code contained on the computer-readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, optical cable, RF, etc., or any suitable combination of the above.

[0075] The flow charts and block diagrams in the accompanying drawings illustrate the possible architecture, functions and operations of the systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each box in the flow chart or block diagram can represent a module, a program segment, or a part of a code, and the above-mentioned module, program segment, or a part of a code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some alternative implementations, the functions marked in the box can also occur in a different order from the order marked in the accompanying drawings. For example, two boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each box in the block diagram or flow chart, and the combination of the boxes in the block diagram or flow chart can be implemented with a dedicated hardware-based system that performs a specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.

[0076] The units involved in the embodiments described in the present disclosure may be implemented by software or hardware, and the units described may also be arranged in a processor. The names of these units do not, in some cases, constitute limitations on the units themselves.

[0077] As another aspect, the present application also provides a computer-readable medium, which may be included in the electronic device described in the above embodiment; or may exist independently without being assembled into the electronic device. The above computer-readable medium carries one or more programs, and the one or more programs include instructions, and when the instructions are executed by the electronic device, the electronic device implements the method described in the above embodiment.

[0078] It should be noted that, although several modules or units of the equipment for action execution are mentioned in the above detailed description, this division is not mandatory. In fact, according to the embodiments of the present application, the features and functions of two or more modules or units described above can be embodied in one module or unit. On the contrary, the features and functions of one module or unit described above can be further divided into being embodied by multiple modules or units.

[0079] The above contents are only specific implementation methods of the present application, but the protection scope of the present application is not limited thereto. Any changes or substitutions within the technical scope disclosed in the present application shall be included in the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.

Claims

1. A simulation system for a hybrid power grid and industrial load, characterized in that: include: The simulation master station is used to send peak load regulation instructions to the cement plant simulation system and the industrial load control system, wherein the peak load regulation instructions are used to adjust the load of the cement industry; The industrial load control system calculates the operation data of the cement industry production process based on the peak load shaving instruction; A cement plant simulation system, for adjusting the adjustable load in the cement industry production process according to the peak load adjustment instruction and the operation data, and outputting the industrial load timing simulation data; Hybrid simulation system, used to perform simulation calculations based on industrial load time series simulation data and output power grid transient simulation data; The simulation collaborative management system is used to send the power grid transient simulation data to the cement plant simulation system to simulate the cement industry production process.

2. The hybrid simulation system of power grid and industrial load according to claim 1, characterized in that: Also includes: The simulation master station is also used to send a secondary frequency modulation instruction to the simulation collaborative management system, and the secondary frequency modulation instruction is used to adjust the power grid frequency; The simulation collaborative management system forwards the secondary frequency modulation instruction to the industrial load control system; The industrial load control system calculates the operation data of the cement industry production process according to the secondary frequency modulation instruction.

3. The hybrid simulation system of power grid and industrial load according to claim 1, characterized in that: The hybrid simulation system includes a regional power grid model and an industrial load model. The regional power grid model is used to predict power data of the power grid system; the industrial load model is used to predict load data of the cement industry.

4. The hybrid simulation system of power grid and industrial load according to claim 1, characterized in that: The simulation collaborative management system includes a simulation scene management module, a simulation process monitoring module, an event management module, an interactive instruction module and a data interaction management module; The simulation scenario management module is used to create and manage different simulation scenarios; A simulation process monitoring module is used to monitor the running status and simulation results of the simulation process; Event management module, used to handle events that occur during the simulation; An interactive instruction module, used for generating and sending control instructions to the control module; The data interaction management module is used to realize data interaction between modules within the system.

5. The hybrid simulation system of power grid and industrial load according to claim 1, characterized in that: The cement plant simulation system includes a simulation device interface and a production management module; The simulation device interface is used to bridge the cement plant simulation system and the simulation collaborative management system; The production management module is used to simulate the cement industry production process.

6. The hybrid simulation system of power grid and industrial load according to claim 1, characterized in that: The cement plant simulation system includes a raw mill model, a rotary kiln model, a cement mill model, a coal mill model and a crusher model. The raw mill model is: Among them, P sl It is the adjustable capacity of the raw mill; is the rated operating power of the raw mill; κ sl Indicates the operating status of the raw mill, 1 indicates that the raw mill is operating normally, and 0 indicates that the raw mill is shut down; The rotary kiln model is: P hz It is the adjustable capacity of the rotary kiln; is the rated operating power of the rotary kiln; κ kl Indicates the operating status of the rotary kiln, 1 indicates that the rotary kiln is operating normally, and 0 indicates that the rotary kiln is shut down; The cement mill model is: P sn is the power of cement mill; is the adjustable capacity of cement mill; K1 is the grinding coefficient; K2 is the motor reserve coefficient; V is the effective volume of cement mill; D is the effective inner diameter of cement mill; n is the speed of cement mill; M is the total clinker loading; X is the output of cement mill; x is the output of cement mill per unit power consumption; λ is the process coefficient; κ sn Indicates the operating status of the cement mill. A value of 1 indicates that the cement mill is operating normally, and a value of 0 indicates that the cement mill is shut down. The crusher model is: P ps is the power of the crusher; α is the correction coefficient; T is the torque of the material on the rotor; n is the rotor speed; η is the transmission efficiency; is the adjustable capacity of the crusher; ps Indicates the operating status of the crusher. A value of 1 indicates that the crusher is operating normally, and a value of 0 indicates that the crusher is stopped. and They are the upper and lower limits of crusher power respectively.

7. The hybrid simulation system of power grid and industrial load according to claim 3, characterized in that: The simulation master station receives the power data obtained by simulation of the hybrid simulation system, and generates a peak-shaving instruction and a secondary frequency modulation instruction according to the power data.

8. A simulation method for a hybrid power grid and industrial load, characterized in that: include: Build cement plant simulation system, industrial load control system, hybrid simulation system and simulation collaborative management system; The power grid system and the cement industry are simulated by the hybrid simulation system to obtain power data and load data; Generate a peak load adjustment instruction according to the power data and the load data, and send it to the industrial load control system, wherein the peak load adjustment instruction is used to adjust the load of the cement industry; the industrial load control system calculates the operation data of the cement industry production process based on the peak load adjustment instruction; The operation data output by the industrial load control system is sent to the cement plant simulation system, wherein the cement plant simulation system is used to adjust the adjustable load in the cement industry production process according to the peak load adjustment instruction and the operation data, and output the industrial load timing simulation data; The time series simulation data output by the cement plant simulation system is sent to a hybrid simulation system, wherein the hybrid simulation system is used to perform simulation calculations according to the industrial load time series simulation data and output power grid transient simulation data; The power grid transient simulation data is sent to a simulation collaborative management system, and the simulation collaborative management system is used to send the power grid transient simulation data to a cement plant simulation system to simulate the cement industry production process.

9. A computer-readable storage medium storing a computer program, wherein when the computer program is executed by a processor, the processor executes the simulation method for hybrid power grid and industrial load according to claim 8.

10. An electronic device, characterized in that: It comprises a processor and a memory, wherein one or more computer programs are stored in the memory, and the one or more computer programs include instructions, and when the instructions are executed by the electronic device, the electronic device executes the simulation method of the hybrid power grid and industrial load as described in claim 8.

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