Power grid and industrial load mixed simulation system, method, medium and electronic device

Abstract

The application discloses a power grid and industrial load mixed simulation system, method, medium and electronic equipment, relates to the field of electric power, and can improve the reliability of electric power system simulation. The power grid and industrial load mixed simulation system comprises a simulation master station, an industrial load control system and a cement plant simulation system. The simulation master station is used for sending a peak regulation instruction to the cement plant simulation system and the industrial load control system, and the peak regulation instruction is used for adjusting the load of the cement industry. The industrial load control system calculates operation data of the cement industry production process based on the peak regulation instruction. The cement plant simulation system is used for adjusting the controllable load in the cement industry production process according to the peak regulation instruction and the operation data, and outputs industrial load time sequence simulation data. The mixed simulation system is used for performing simulation calculation according to the industrial load time sequence simulation data, and outputs power grid transient simulation data. The simulation coordination management system is used for sending the power grid transient simulation data to the cement plant simulation system to simulate the cement industry production process.

Description

TECHNICAL FIELD

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

[0002] In recent years, the penetration rate of new energy power generation represented by photovoltaic and wind power is continuously increasing. On the one hand, the rise of new energy promotes the development of new power systems, but on the other hand, its intermittency, randomness and volatility characteristics bring challenges to the stable operation of the power system. At the same time, with the increasing electrification of user terminal energy consumption fields, such as the popularity of electric heaters and electric vehicles, the demand for electricity on the load side is increasing year by year. The instability factors brought by new energy power generation on the source side are superimposed on the surge in demand for electricity on the load side, resulting in a tight balance between supply and demand in China's power supply, which restricts the development of new power systems, and flexible resources are urgently needed as an important support for their development.

[0003] High-energy-consuming industrial loads represented by cement, non-ferrous metals, and iron and steel have a large base, and their energy consumption accounts for more than 70% of the total industrial energy consumption, and their electricity consumption accounts for more than 28% of the total social electricity consumption. They have a large control potential and are high-quality demand-side resources that provide flexibility in the development of new power systems. As high-quality demand-side flexible resources, cement industrial loads can participate in various auxiliary services such as peak shaving and frequency modulation of the power grid, and provide flexibility to the power system in a tight balance between supply and demand, assisting the stable operation of the power system. However, the regulation capacity of cement industrial loads is affected by the comprehensive influence of process flow, energy supply mode, informatization level, and multiple uncertainties. The energy consumption and carbon emission characteristics are unevenly distributed in different links, and different links have complex energy coupling and time sequence correlation characteristics. In the process of participating in grid interaction, they may face problems such as increased energy consumption and operating costs, and even safety production hazards, which may reduce the willingness of cement production enterprises to actively provide demand-side flexibility.

[0004] In actual production, the uncertainty of load response may be caused by factors such as weather, price fluctuations, equipment failure, etc., and its randomness is caused by factors such as production planning, market price, unexpected situations, etc. However, in existing simulation research on the participation of cement industrial loads in grid interaction, there is a lack of comprehensive analysis of flexible interaction in multiple levels, multiple time scales, and multiple scenarios. SUMMARY

[0005] The present application provides a simulation system and method for mixed power grid and industrial load, a medium and an electronic device, which can more realistically perform transient and steady-state analysis in the scenario of industrial load and power grid interaction, and improve the reliability of simulation.

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

[0007] a simulation master station configured to send a peak shaving instruction to a cement plant simulation system and an industrial load control system, the peak shaving instruction being used to adjust the load of the cement industry;

[0008] the industrial load control system is configured to calculate operation data of the production process of the cement industry based on the peak shaving instruction;

[0009] the cement plant simulation system is configured to adjust the controllable load in the production process of the cement industry according to the peak shaving instruction and the operation data, and output industrial load time series simulation data;

[0010] a hybrid simulation system is configured to perform simulation calculation according to the industrial load time series simulation data, and output power grid transient simulation data;

[0011] a simulation coordination management system is configured to send the power grid transient simulation data to the cement plant simulation system for simulation of the production process of the cement industry.

[0012] According to the power grid and industrial load hybrid simulation system in the embodiment, the simulation master station sends a peak shaving instruction to the cement plant simulation system and the industrial load control system, which can effectively adjust the load of the cement industry. This optimized scheduling helps to balance the power grid load, especially during peak periods of power grid load, which can reduce the pressure on the power grid and improve the stability and efficiency of power grid operation. The industrial load control system calculates the operation data of the production process based on the peak shaving instruction, which helps to achieve precise control of the production process. Through accurate data calculation, the production process can be optimized to reduce energy consumption and improve production efficiency and product quality. The cement plant simulation system adjusts the controllable load according to the peak shaving instruction and the operation data, and outputs industrial load time series simulation data. This real-time feedback mechanism helps to monitor and adjust the production process in real time, ensuring that production activities are consistent with the peak shaving instruction, thereby improving the response speed and flexibility of the entire system. The hybrid simulation system uses industrial load time series simulation data to perform simulation calculation and outputs power grid transient simulation data. This combination helps to evaluate and predict the impact of cement industry production activities on power grid transient stability, providing important reference for power grid operation. The simulation coordination management system sends the power grid transient simulation data to the cement plant simulation system for simulation of the production process. This coordination management mechanism helps to achieve close cooperation between the power grid and the cement industry, ensuring that production activities meet the needs of the power grid and meet the production goals of the plant itself. Strengthening the close cooperation between the power grid and the cement industry at multiple levels improves the flexibility and efficiency of the cement industry production process, while ensuring the safety and stability of the power grid operation.

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

[0014] The cement plant simulation system, the industrial load control system, the hybrid simulation system and the simulation collaborative management system are constructed.

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

[0016] A peak shaving instruction is generated according to the power data and the load data and is sent to the industrial load control system, and the peak shaving instruction is used to adjust the load of the cement industry.

[0017] The running data output by the industrial load control system is sent to the cement plant simulation system, and the cement plant simulation system is used to adjust the controllable load in the cement industry production process according to the peak shaving instruction and the running data and to output industrial load time sequence simulation data.

[0018] The time sequence simulation data output by the cement plant simulation system is sent to the hybrid simulation system, and the hybrid simulation system is used to perform simulation calculation according to the industrial load time sequence simulation data and to output power grid transient simulation data.

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

[0020] In a third aspect, the present application provides an electronic device, which includes a memory and one or more processors. The memory stores one or more computer programs including instructions, which, when executed by the processor, cause the electronic device to perform the power grid and industrial load hybrid simulation method in the second aspect.

[0021] In a fourth aspect, the present application provides a computer readable storage medium, which stores instructions, which, when executed on an electronic device, cause the electronic device to perform the power grid and industrial load hybrid simulation method in the second aspect.

[0022] In a fifth aspect, the present application provides a computer program product, which, when executed on an electronic device, causes the electronic device to perform the power grid and industrial load hybrid simulation method in the second aspect.

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

[0024] Figure 1 A system architecture diagram of a power grid and industrial load mixed simulation system provided by an embodiment of the present application is shown.

[0025] Figure 2 Another system architecture diagram of a power grid and industrial load mixed simulation system provided by an embodiment of the present application is shown.

[0026] Figure 3 A flow diagram of a power grid and industrial load mixed simulation method provided by an embodiment of the present application is shown.

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

[0028] In order to clearly describe the technical solutions of the embodiments of the present application, in the embodiments of the present application, the same items or similar items with basically the same functions and roles are distinguished by using "first", "second", etc. For example, the first chip and the second chip are only used to distinguish different chips, and do not limit the order. Those skilled in the art can understand that "first", "second", etc. do not limit the number and execution order, and "first", "second", etc. also do not necessarily mean different. It should be noted that in the embodiments of the present application, "exemplary" or "for example" means to serve as an example, illustration or description. Any embodiment or design scheme described as "exemplary" or "for example" in the present application should not be interpreted as more preferred or more advantageous than other embodiments or design schemes. Rather, the use of "exemplary" or "for example" is intended to present the relevant concept in a specific manner. In the embodiments of the present application, "at least one" means one or more, and "multiple" means two or more.

[0029] It should be noted that "at the time of" in the embodiments of the present application can be at the moment when a certain condition occurs, or within a period of time after a certain condition occurs, which is not specifically limited in the embodiments of the present application.

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

[0031] The embodiments provide a power grid and industrial load mixed simulation system, which can be applied to various electronic devices such as a computer (PC), a server, a cloud, a server cluster, etc., and the embodiments do not specially limit this.

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

[0033] As shown in FIG. 1, the power grid and industrial load mixed simulation system provided by the embodiment of the present application includes a power grid simulation module 101, an industrial load simulation module 102, a power grid and industrial load mixed simulation module 103, a power grid and industrial load mixed simulation result output module 104, and a power grid and industrial load mixed simulation result storage module 105. Figure 1As shown, the simulation system 100 mixing the power grid and industrial load can include the following:

[0034] 101 a simulation master station, configured to send a peak shaving instruction to a cement plant simulation system 102 and an industrial load control system 103, the peak shaving instruction being used to adjust the load of the cement industry;

[0035] The industrial load control system 103 calculates the operation data of the cement industrial production process based on the peak shaving instruction; the cement plant simulation system 102 is configured to adjust the controllable load in the cement industrial production process according to the peak shaving instruction and the operation data, and output industrial load time sequence simulation data; the mixed simulation system 104 is configured to perform simulation calculation according to the industrial load time sequence simulation data, and output power grid transient simulation data; the simulation coordination management system 105 is configured to send the power grid transient simulation data to the cement plant simulation system for simulation of the cement industrial production process.

[0036] Exemplarily, the simulation master station is further configured to send a secondary frequency modulation instruction to the simulation coordination management system, the secondary frequency modulation instruction being used to adjust the frequency of the power grid; the simulation coordination 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 industrial production process according to the secondary frequency modulation instruction.

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

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

[0039] The simulation coordination management system includes a simulation scenario 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 configured to create and manage different simulation scenarios; the simulation process monitoring module is configured to monitor the running state and simulation result of the simulation process; the event management module is configured to process events occurring in the simulation process; the interactive instruction module is configured to generate and send control instructions to the control module; and the data interaction management module is configured to realize data interaction between the modules in the system.

[0040] 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 coordination management system; and the production management module is used to simulate the cement industrial production process.

[0041] The cement plant simulation system comprises 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] P sl is the adjustable capacity of the raw mill, unit: kW; is the rated operating power of the raw mill, kW;κ sl indicates the operating state of the raw mill, 1 indicates that the raw mill is normally operated, and 0 indicates that the raw mill is closed;

[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 state of the rotary kiln, 1 indicates that the rotary kiln is normally operated, and 0 indicates that the rotary kiln is stopped;

[0047] The cement mill model is:

[0048]

[0049] P sn is the power of the cement mill, kW; is the adjustable capacity of the cement mill, kW;K1 is the grinding coefficient;K2 is the motor reserve coefficient;V is the effective volume of the 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 state of the cement mill, and the value 1 indicates that the cement mill is normally operated, and the value 0 indicates that the cement mill is stopped;

[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 acting 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 state of the crusher, and the value 1 indicates that the crusher is normally operated, and the value 0 indicates that the crusher is stopped; and are the upper and lower limits of the crusher power, respectively, in kW.

[0053] The regulation characteristics of the coal mill are the same as those of the raw mill, and the coal mill model can be obtained accordingly based on the raw mill model.

[0054] Figure 2 Another system architecture diagram of the power grid and industrial load mixed simulation system of the embodiment is shown. As shown in Figure 2 The simulation master station mainly sends load control and scheduling commands to the simulation collaborative management system, and the commands mainly include peak shaving instructions and secondary frequency modulation instructions.

[0055] The simulation collaborative management system, the mixed simulation system, and the industrial load control system form a closed-loop system. The simulation collaborative management system mainly includes five sub-modules, namely, simulation scene management, simulation process monitoring, event management, interactive instruction management, and data interaction management. The mixed simulation system mainly includes a digital module and a physical module. The digital module includes a regional power grid model and an industrial load model. The physical module mainly refers to power grid simulation equipment, including simulation hardware, simulation software, and AC / DC power supply devices. The industrial load control system plays a certain relay data processing role 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 is connected to the management system. It receives, converts, and processes the requirements sent by the management system according to the requirements and achieves the expected production indicators according to the preset program control logic. This part mainly covers simulation device interfaces, basic modules, energy management modules, production management modules, multi-energy flow simulation modules, carbon flow simulation modules, material flow simulation modules, and collaborative simulation modules.

[0057] During actual operation of the system, the simulation master station first sends peak shaving instructions or secondary frequency modulation instructions to the simulation collaborative management system. After processing by the simulation collaborative management system, the industrial load time sequence simulation data is sent to the mixed simulation system. After simulation by the mixed simulation system, the power grid transient simulation data obtained is transmitted back to the simulation collaborative management system, helping the simulation collaborative management system to 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, the primary / secondary frequency modulation control instructions are sent to the simulation collaborative management system. After operation by the simulation collaborative management system, the power grid frequency and other power grid and device operation information are returned to the industrial load control system. The industrial load control system then sends interactive control device operation data to the simulation collaborative management system, achieving interactive control of the management system.

[0058] The cement plant simulation system merges and processes a series of data after processing module data of a simulation collaborative management system, a hybrid simulation system and an industrial load control system, to obtain a peak shaving instruction and power grid transient simulation data. After calculation by the cement plant simulation system, the industrial load time sequence simulation data is sent back to the simulation collaborative management system to form a closed loop.

[0059] The application combines a cement plant simulation system on the plant side and a hybrid simulation system on the power grid side, and on the basis of data interaction of a simulation collaborative management system, a simulation architecture suitable for cement industrial load participating in power grid interaction is constructed. By integrating the above models, the simulation system can be widely applied to different scenarios of cement industrial load participating in power grid interaction, online rolling prediction of cement industrial load flexibility, provision of more accurate transient simulation results and widening of optimization strategies.

[0060] Further, the embodiment also provides a hybrid simulation method of a power grid and an industrial load, which can be used to implement the above hybrid simulation system of the power grid and the industrial load.

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

[0062] Step 301: constructing 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 by the hybrid simulation system to obtain power data and load data;

[0064] Step 303: generating a peak shaving instruction according to the power data and the load data, and sending the peak shaving instruction to the industrial load control system, wherein the peak shaving instruction is used to adjust the load of the cement industry, and the industrial load control system calculates operation data of a production process of the cement industry based on the peak shaving 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 an adjustable load in the production process of the cement industry according to the peak shaving instruction and the operation data, and output industrial load time sequence simulation data;

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

[0067] Step 306: sending the power grid transient simulation data to the simulation collaborative management system, wherein the simulation collaborative management system is used to send the power grid transient simulation data to the cement plant simulation system for simulation of the production process of the cement industry.​

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

[0069] This application also provides an electronic device. Figure 4 A schematic diagram of the structure of an electronic device suitable for implementing embodiments of the present disclosure is shown. Figure 4 The electronic device 600 shown is merely an example and should not be construed as limiting the functionality and scope of use of the embodiments disclosed herein.

[0070] like Figure 4 As shown, the 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 section 608 into a random access memory (RAM) 603. The RAM 603 also stores various programs and data required for system operation. The CPU 601, ROM 602, and RAM 603 are interconnected via a bus 604. An input / output (I / O) interface 605 is also connected to the bus 604.

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

[0072] In particular, according to embodiments of this disclosure, the processes described above with reference to the flowcharts can be implemented as computer software programs. For example, embodiments of this disclosure include a computer program product comprising a computer program carried on a computer-readable storage medium, the computer program containing program code for performing the methods shown in the flowcharts. In such embodiments, the computer program can be downloaded and installed from a network via communication section 609, and / or installed from removable medium 611. When the computer program is executed by central processing unit (CPU) 601, it performs the functions defined in the embodiments of this application.

[0073] For example, when the computer program is executed by a central processing unit (CPU) 601, the following can be performed: a cement plant simulation system, an industrial load control system, a hybrid simulation system, and a simulation collaborative management system are constructed; a power grid system and a cement industry are simulated through the hybrid simulation system to obtain power data and load data; a peak shaving instruction is generated according to the power data and the load data and sent to the industrial load control system, the peak shaving instruction being used to adjust the load of the cement industry. The industrial load control system calculates operation data of a production process of the cement industry based on the peak shaving instruction; the operation data output by the industrial load control system is sent to the cement plant simulation system, the cement plant simulation system being used to adjust an adjustable load in the production process of the cement industry according to the peak shaving instruction and the operation data and output industrial load time sequence simulation data; the time sequence simulation data output by the cement plant simulation system is sent to the hybrid simulation system, the hybrid simulation system being used to perform simulation calculation according to the industrial load time sequence simulation data and output power grid transient simulation data; and the power grid transient simulation data is sent to the simulation collaborative management system, the simulation collaborative management system being used to send the power grid transient simulation data to the cement plant simulation system for simulation of the production process of the cement industry.

[0074] It should be noted that the computer-readable medium shown in the disclosure can be a computer-readable signal medium or a computer-readable storage medium or any combination thereof. The computer-readable storage medium may, for example, but is not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or apparatus, or any combination thereof. More specific examples of the computer-readable storage medium can include, but are not limited to, an electrical connection having one or more wires, a portable computer diskette, 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 thereof. In the disclosure, the computer-readable storage medium can be any tangible medium containing or storing a program that can be used by or in conjunction with an instruction execution system, device or apparatus. In the disclosure, the computer-readable signal medium can include a data signal carried in a baseband or as a part of a carrier wave, which carries computer-readable program code. Such a propagated data signal can take various forms, including but not limited to an electromagnetic signal, an optical signal, or any suitable combination thereof. The computer-readable signal medium can also be any computer-readable medium other than the computer-readable storage medium, which can send, propagate or transmit a program for use by or in conjunction with an instruction execution system, device or apparatus. The program code contained on the computer-readable medium can be transmitted by any suitable medium, including but not limited to wireless, wire, optical cable, RF, etc., or any suitable combination thereof.

[0075] The flowcharts and block diagrams in the drawings illustrate the possible implementation architectures, functions and operations of the systems, methods and computer program products according to various embodiments of the disclosure. In this regard, each block in the flowcharts or block diagrams can represent a module, a program segment, or a part of code containing one or more executable instructions for implementing the specified logical functions. It should also be noted that in some alternative implementations, the functions noted in the blocks can occur in different order than that shown in the drawings. For example, two blocks that are shown in succession can actually be executed substantially in parallel, and they can also be executed in reverse order, depending on the functions involved. It should also be noted that each block in the block diagrams or flowcharts, and the combination of blocks in the block diagrams or flowcharts, can be implemented by a dedicated hardware-based system that performs the specified functions or operations, or can be implemented by a combination of dedicated hardware and computer instructions.

[0076] The units described in the embodiments of the present disclosure can be implemented by software, or by hardware, or by a combination of software and hardware. The units described can also be located in a single processor. In some cases, the names of the units do not constitute a limitation on the units themselves.

[0077] As another aspect, the present application also provides a computer readable medium, which can be included in the electronic device described in the above embodiments, or can exist independently without being assembled into the electronic device. The computer readable medium carries one or more programs, which include instructions that, when executed by the electronic device, cause the electronic device to implement the method described in the above embodiments.

[0078] It should be noted that although several modules or units of the device for action execution are mentioned in the above detailed description, such 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. Conversely, the features and functions of one module or unit described above can be further divided into multiple modules or units.

[0079] The above merely describes the specific embodiments of the present application, but the protection scope of the present application is not limited thereto, and any changes or replacements within the technical scope disclosed in the present application should be covered within the protection scope of the present application. Therefore, the protection scope of the present application should be subject to the protection scope of the claims.

Claims

1. A simulation system of a power grid mixed with industrial loads, characterized by, The method comprises the following steps: a simulation master station is configured to send a peak shaving instruction to a cement plant simulation system and an industrial load control system, the peak shaving instruction being used to adjust the load of the cement industry; the industrial load control system calculates the operation data of the production process of the cement industry based on the peak shaving instruction; the cement plant simulation system is configured to adjust the controllable load in the production process of the cement industry according to the peak shaving instruction and the operation data, and output industrial load time series simulation data; a hybrid simulation system is configured to perform simulation calculation according to the industrial load time series simulation data, and output power grid transient simulation data; a simulation coordination management system is configured to send the power grid transient simulation data to the cement plant simulation system for simulation of the production process of the cement industry; the hybrid simulation system comprises a regional power grid model and an industrial load model, the regional power grid model being used to predict power data of the power grid system, and the industrial load model being used to predict load data of the cement industry; the simulation coordination management system comprises a simulation scenario 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 configured to create and manage different simulation scenarios; the simulation process monitoring module is configured to monitor the running state and simulation result of the simulation process; the event management module is configured to handle events occurring in the simulation process; the interactive instruction module is configured to generate and send control instructions to the control module; the data interaction management module is configured to realize data interaction between the modules in the system.

2. The grid and industrial load hybrid simulation system of claim 1, wherein, Further comprising: the simulation master station is further configured to send a secondary frequency modulation instruction to the simulation coordination management system, the secondary frequency modulation instruction being used to adjust the frequency of the power grid; the simulation coordination 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 production process of the cement industry according to the secondary frequency modulation instruction.

3. The grid and industrial load hybrid simulation system of claim 1, wherein, The cement plant simulation system comprises 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 coordination management system; the production management module is used to simulate the production process of the cement industry.

4. The grid and industrial load hybrid simulation system of claim 1, wherein, The cement plant simulation system comprises a raw mill model, a rotary kiln model, a cement mill model, a coal mill model and a crusher model, wherein: wherein, is the adjustable capacity of the raw mill; is the rated operating power of the raw mill; denotes the operating state of the raw mill, 1 denotes normal operation of the raw mill, 0 denotes that the raw mill is switched off; the rotary kiln model is: adjustable capacity of the rotary kiln; rated operating power of the rotary kiln; indicates the operating state of the rotary kiln, 1 indicates normal operation of the rotary kiln, and 0 indicates shutdown of the rotary kiln; the cement mill model is: is the power of the cement mill; is the adjustable capacity of the cement mill; is the grinding coefficient; is the motor reserve coefficient; is the effective volume of the cement mill; is the effective inner diameter of the cement mill; is the rotational speed of the cement mill; is the total loading of clinker; is the output of the cement mill; is the unit power consumption of the cement mill; is the flow coefficient; indicates the running state of the cement mill, and a value of 1 indicates that the cement mill is running normally, and a value of 0 indicates that the cement mill is stopped. the crusher model is: is the power of the crusher; is the correction factor; is the torque of the material acting on the rotor; is the rotor speed; is the transmission efficiency; is the adjustable capacity of the crusher; indicates the operating state of the crusher, and a value of 1 indicates that the crusher is operating normally, and a value of 0 indicates that the crusher is stopped; and are respectively the upper and lower limits of the crusher power.

5. The grid and industrial load hybrid simulation system of claim 1, wherein, The simulation master station receives the power data obtained by the hybrid simulation system, and generates the peak shaving instruction and the secondary frequency modulation instruction according to the power data.

6. A method for simulating a hybrid of a power grid and industrial loads, the method comprising: The method for realizing the power grid and industrial load hybrid simulation system of any one of claims 1-5 comprises: constructing a cement plant simulation system, an industrial load control system, a hybrid simulation system and a simulation coordination management system; performing simulation on the power grid system and the cement industry through the hybrid simulation system to obtain power data and load data; generating a peak shaving instruction according to the power data and the load data, and sending the peak shaving instruction to the industrial load control system, the peak shaving instruction being used to adjust the load of the cement industry; the industrial load control system calculates the operation data of the production process of the cement industry based on the peak shaving instruction. sending operation data output by an industrial load control system to a cement plant simulation system, the cement plant simulation system being configured to adjust controllable loads in a cement industrial production process according to a peak shaving instruction and the operation data, and output industrial load time series simulation data; sending the time series simulation data output by the cement plant simulation system to a hybrid simulation system, the hybrid simulation system being configured to perform simulation calculation according to the industrial load time series simulation data, and output power grid transient simulation data; sending the power grid transient simulation data to a simulation collaborative management system, the simulation collaborative management system being configured to send the power grid transient simulation data to the cement plant simulation system for simulation of the cement industrial production process. 7.A computer readable storage medium storing a computer program, the computer program being executed by a processor to cause the processor to perform the power grid and industrial load hybrid simulation method according to claim 6.

8. An electronic device, comprising: An electronic device comprising a processor and a memory, the memory storing one or more computer programs comprising instructions that, when executed by the electronic device, cause the electronic device to perform the power grid and industrial load hybrid simulation method according to claim 6.

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