Cement production process visualization method and device, electronic equipment and storage medium

Abstract

The embodiment of the invention discloses a cement production process visualization method and device, electronic equipment and a storage medium. The method comprises the steps that a cement production process digital twinning scene is displayed, and the cement production process digital twinning scene comprises a cement production equipment model; in response to a process simulation checking operation for the cement production equipment model, determining a cement production process animation frame corresponding to the process simulation checking operation; and rendering the cement production process animation frame in the cement production process digital twinning scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twinning scene. According to the technical scheme provided by the embodiment of the invention, the visualization degree of the cement production process is improved, the interactivity between the user and the cement production equipment is enhanced, and powerful support is provided for intelligent management of the cement industry.

Description

Technical Field

[0001] Embodiments of the present invention relate to the field of computer technology, and in particular to a cement production process visualization method, device, electronic device and storage medium. Background Art

[0002] In the cement production process, traditional monitoring and management methods often rely on manual inspections and paper records, which is not only inefficient, but also difficult to accurately reflect all aspects of cement production in real time. With the continuous development of information technology, digitalization and intelligence have become important directions for the transformation and upgrading of the cement industry. The visualization method of cement production process has emerged, aiming to monitor and display all aspects of the cement production process in real time through digital means, so as to improve production efficiency and management level.

[0003] However, most of the existing cement production process visualization methods remain on a simple two-dimensional monitoring interface and cannot intuitively display the process flow of cement production equipment. Therefore, providing a cement production process visualization method that can intuitively display the cement production process has become an urgent problem to be solved in the current cement industry. Summary of the invention

[0004] In order to solve the above problems, the present invention provides a cement production process visualization method, device, electronic device and storage medium, which not only improves the visualization of the cement production process, but also enhances the interactivity between users and production equipment, providing strong support for the intelligent management of the cement industry.

[0005] According to one aspect of the present invention, a method for visualizing a cement production process is provided, the method comprising:

[0006] Displaying a cement production process digital twin scene, wherein the cement production process digital twin scene includes a cement production equipment model;

[0007] In response to a process simulation viewing operation for the cement production equipment model, determining cement production process animation data corresponding to the process simulation viewing operation;

[0008] The cement production process animation data is displayed in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene.

[0009] According to another aspect of the present invention, a cement production process visualization device is provided. The device comprises:

[0010] A scene display module, used to display a cement production process digital twin scene, wherein the cement production process digital twin scene includes a cement production equipment model;

[0011] An interactive operation module, configured to respond to a process simulation viewing operation on the cement production equipment model and determine cement production process animation data corresponding to the process simulation viewing operation;

[0012] A process display module is used to display the cement production process animation data in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene.

[0013] According to another aspect of the present invention, an electronic device is provided, the electronic device comprising:

[0014] at least one processor; and

[0015] a memory communicatively connected to the at least one processor; wherein,

[0016] The memory stores a computer program that can be executed by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the cement production process visualization method described in any embodiment of the present invention.

[0017] According to another aspect of the present invention, a computer-readable storage medium is provided, wherein the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the cement production process visualization method described in any embodiment of the present invention when executed.

[0018] The technical solution of the embodiment of the present invention is to display a cement production process digital twin scene, wherein the cement production process digital twin scene includes a cement production equipment model; in response to a process simulation viewing operation for the cement production equipment model, determine the cement production process animation data corresponding to the process simulation viewing operation; and display the cement production process animation data in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene. The technical solution of the embodiment of the present invention not only improves the visualization of the cement production process, but also enhances the interactivity between users and production equipment, providing strong support for the intelligent management of the cement industry.

[0019] It should be understood that the contents described in this section are not intended to identify the key or important features of the embodiments of the present invention, nor are they intended to limit the scope of the present invention. Other features of the present invention will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS

[0020] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings required for use in the description of the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0021] Figure 1 A flow chart of a method for visualizing a cement production process provided by an embodiment of the present invention;

[0022] Figure 2 Screenshot of the interface of the cement production process digital twin scene applicable to the cement production process visualization method provided in the embodiment of the present invention;

[0023] Figure 3 A schematic diagram of a process flow of three-dimensional scene rendering of a new dry process cement digital factory applicable to a cement production process visualization method provided by an embodiment of the present invention;

[0024] Figure 4 A flow chart of a method for visualizing a cement production process provided by an embodiment of the present invention;

[0025] Figure 5 A screenshot of an interactive interface of a cement production process visualization method provided by an embodiment of the present invention;

[0026] Figure 6 A structural schematic diagram of a cement production process visualization device provided by an embodiment of the present invention;

[0027] Figure 7 A schematic diagram of the structure of an electronic device provided in Embodiment 4 of the present invention. DETAILED DESCRIPTION

[0028] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

[0029] It should be noted that the terms "including" and "having" and any variations thereof in the specification and claims of the present invention and the above-mentioned drawings are intended to cover non-exclusive inclusions. For example, a process, method, system, product or apparatus comprising a series of steps or units is not necessarily limited to those steps or units clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or apparatus.

[0030] It is understandable that the data involved in this technical solution (including but not limited to the data itself, the acquisition or use of the data) shall comply with the requirements of relevant laws, regulations and relevant provisions.

[0031] Figure 1 The present invention provides a flow chart of a method for visualizing a cement production process. This embodiment is applicable to the case of visualizing a cement production process, and is particularly applicable to the case of visualizing a new dry process cement production process. The method can be executed by a cement production process visualization device, which can be implemented in the form of hardware and / or software, and can be configured in an electronic device such as a computer or server. Figure 1 As shown, the method of this embodiment includes:

[0032] S110. Displaying a digital twin scene of a cement production process, wherein the digital twin scene of a cement production process includes a cement production equipment model.

[0033] Among them, the cement production process digital twin scene can be understood as a three-dimensional digital twin scene of the cement production process. The digital twin scene can be understood as a digital mirror of the cement production process. Optionally, the cement production process digital twin scene can be a digital twin scene of the new dry cement production process. The cement production process digital twin scene can be used to visualize the cement production process. The cement production equipment model can be a digital model created by computer three-dimensional modeling software according to the actual size, shape and function of the cement production equipment. Optionally, the cement production equipment model can be a three-dimensional mesh model of the cement production equipment, or it can also be a three-dimensional point cloud model of the cement production equipment. In an embodiment of the present invention, the cement production equipment model can at least include a preheater model, a decomposition furnace model and a rotary kiln equipment model. In an embodiment of the present invention, the structure and layout of the cement production equipment can be intuitively reflected through a three-dimensional cement production equipment model.

[0034] In an embodiment of the present invention, a method for displaying a cement production process digital twin scene may be to first construct a virtual scene of the cement production process, that is, to construct a cement production process digital twin scene, and then visualize the constructed cement production process digital twin scene (see Figure 2). In an embodiment of the present invention, a method for constructing a digital twin scene of a cement production process may specifically be to obtain a high-precision equipment model of the cement production process, that is, to obtain a cement production equipment model. The cement production equipment model is imported into a 3D engine. Then, based on the cement production equipment model in the 3D engine, a digital twin scene of the cement production process may be constructed, that is, a highly simulated and immersive three-dimensional cement production process virtual environment may be obtained. Optionally, the file format of the high-precision equipment model of the cement production process is in STL (StereoLithography) format. Based on this, a model file in the STL (Stereo Lithography) file format of the cement production equipment is first obtained. Afterwards, the model file in the STL (Stereo Lithography) file format of the cement production equipment in the cement production process may be imported into the 3D engine, thereby obtaining a static mesh asset, and then a cement production process equipment cluster after proportional scaling and coordinate transformation may be built, and textures and materials may be set for the equipment model, that is, the cement production equipment model that needs to be displayed in the digital twin scene of the cement production process may be obtained.

[0035] In an embodiment of the present invention, the cement production process digital twin scene may also include a basic scene model of the cement production process. In an embodiment of the present invention, a cement plant scene file is obtained, wherein the file format of the cement plant scene file is a max format. Then, the file format of the cement plant scene file can be converted from the max format to the fbx format by a three-dimensional graphics software (such as Blender), thereby obtaining a cement plant scene file in the fbx format. Then, the cement plant scene file in the fbx format can be imported into a 3D engine to obtain a basic scene model of the cement production process. Among them, the basic scene model may include at least one of a ground model, a sky model, and a cement plant scene model. In addition, at least one light may be placed in the cement production process digital twin scene to enhance the visual effect of the cement production process. In an embodiment of the present invention, a corresponding collision body bounding box may be set for the model included in the cement production process digital twin scene to enhance the realism of the cement production process digital twin scene. Specifically, a cement production process digital twin scene may be constructed based on the basic scene model of the cement production process and the cement production equipment model built in the 3D engine.

[0036] Take the digital twin scenario of cement production process as an example, see Figure 3, making a digital twin scene of the new dry process cement production process, specifically including: obtaining the equipment information of the new dry process cement production process, and making a new dry process cement production process model based on the equipment information of the new dry process cement production process. After that, the material production and drawing production of the new dry process cement production process model are carried out. After completion, the new dry process cement production process can be imported, and the lighting arrangement, collision setting, and roaming setting can be carried out in turn. Thus, multiple scenes of the new dry process cement production process are obtained.

[0037] S120. In response to a process simulation viewing operation on the cement production equipment model, determine cement production process animation data corresponding to the process simulation viewing operation.

[0038] Among them, the process simulation viewing operation can be used to determine the cement production process animation data, and display the cement production process animation data in the cement production process digital twin scene to view the cement production process. The cement production process animation data may include at least one cement production process animation frame. In an embodiment of the present invention, a visual operation interface is provided in the cement production process digital twin scene to receive a process simulation viewing operation input by a user for the cement production equipment model to view the cement production process.

[0039] S130. Displaying the cement production process animation data in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene.

[0040] In an embodiment of the present invention, the cement production process animation data can be rendered in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene. Specifically, when the cement production process animation data includes multiple cement production process animation frames, the sequence of each cement production process animation frame can be determined. The corresponding cement production process animation frames are displayed in the cement production process digital twin scene in sequence according to the sequence, so as to achieve a dynamic display of the cement production process.

[0041] In an embodiment of the present invention, a digital twin scene mode switching function is provided, and the user can select different scene modes such as flight mode, walking mode, surround mode and virtual reality mode as needed to better observe and understand the cement production process. Specifically, in response to the digital twin scene mode switching operation, the scene mode of the cement production process digital twin scene is switched, wherein the scene mode may include at least one of the flight mode, walking mode, surround mode and virtual reality mode.

[0042] Exemplarily, after receiving a digital twin scene mode switching operation for a cement production process digital twin scene, the cement production process digital twin scene can be switched from the current scene mode to the target scene mode. The current scene mode can be understood as the scene mode of the cement production process digital twin scene at the current moment. The target scene mode can be the scene mode that the cement production process digital twin scene expects to achieve. In an embodiment of the present invention, the target scene mode can be set according to actual needs.

[0043] In an embodiment of the present invention, when the scene mode of the cement production process digital twin scene is the flight mode, collision may not be set to facilitate observation through any model. When the scene mode of the cement production process digital twin scene is the ground mode, the perspective may be adjusted to the first person to achieve the technical effect of a real interactive scene of walking on the ground.

[0044] The technical solution of the embodiment of the present invention is to display a cement production process digital twin scene, wherein the cement production process digital twin scene includes a cement production equipment model; in response to a process simulation viewing operation for the cement production equipment model, determine the cement production process animation data corresponding to the process simulation viewing operation; and display the cement production process animation data in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene. The technical solution of the embodiment of the present invention not only improves the visualization of the cement production process, but also enhances the interactivity between users and production equipment, providing strong support for the intelligent management of the cement industry.

[0045] Figure 4 A flow chart of a cement production process visualization method provided by an embodiment of the present invention, based on the aforementioned embodiment, optionally, in response to a process simulation viewing operation for the cement production equipment model, determining a cement production process animation frame corresponding to the process simulation viewing operation, including: in response to a cement production equipment model selection operation, displaying at least one physical field attribute information corresponding to the cement production equipment model; in response to an attribute information selection operation for the physical field attribute information, determining a GLTF model file corresponding to the physical field attribute information, and loading the GLTF model file as a static mesh; determining a cement production equipment model corresponding to the static mesh, replacing the cement production equipment model with the static mesh, and rendering the static mesh in the cement production process digital twin scene to obtain cement production process animation data corresponding to the process simulation viewing operation. Among them, the technical features that are the same or similar to those in the above embodiments are not repeated here.

[0046] like Figure 4As shown, the method of this embodiment specifically includes:

[0047] S210. Displaying a digital twin scene of a cement production process, wherein the digital twin scene of a cement production process includes a cement production equipment model.

[0048] S220. In response to a cement production equipment model selection operation, display at least one physical field property information corresponding to the cement production equipment model.

[0049] Among them, the cement production equipment model selection operation can be used to select the cement production equipment model in the cement production process digital twin scene. The cement production equipment model selection operation can be an operation (for example, a click operation) in which a user selects a cement production equipment model in the cement production process digital twin scene based on a physical input device (for example, a mouse and / or a keyboard). Exemplarily, it can be an equipment model selection operation acting on the cement production equipment model displayed in the cement production process digital twin scene; or, a preset equipment selection window can be displayed in the cement production process digital twin scene, wherein the preset equipment selection window can include a cement production equipment model identifier. Receive an identifier selection operation acting on the cement production equipment model identifier. Among them, the cement production equipment model identifier can be used to distinguish different cement production equipment models. Optionally, the cement production equipment model identifier can be a graphical identifier and / or a text identifier. In an embodiment of the present invention, a response event, i.e., a click event (Onclicked) method, can be set in advance for the cement production equipment model, and the business logic of calling the circulating fluid animation demonstration can be defined in the method so that the user performs event response processing after selecting the cement production equipment model, i.e., executes the Onclicked method.

[0050] In an embodiment of the present invention, the physical field attribute information can be understood as physical quantity attribute information in cement production equipment. The physical field attribute information can include at least one of mass component, temperature, pressure, gas component, raw material particle size and cement clinker particle size. The mass component can include the mass components of the raw materials and / or products in the cement production equipment. The gas component can include the gas components of the raw materials and / or products in the cement production equipment.

[0051] Specifically, after receiving the cement production equipment model selection operation, the selected cement production equipment model can be determined. After determining the selected cement production equipment model, at least one physical field attribute information corresponding to the selected cement production equipment model can be determined. Then, at least one of the physical field attribute information can be displayed. Optionally, the display of at least one of the physical field attribute information may include: displaying at least one of the physical field attribute information in a physical field attribute display window, and displaying the physical field attribute display window in the cement production process digital twin scene, so that the cement production process digital twin scene displays at least one physical field attribute information in the selected cement production equipment. In an embodiment of the invention, a preset visualization interface is provided in the cement production process digital twin scene to interactively select the corresponding cement production equipment and its internal physical quantity attributes.

[0052] In order to improve the user experience, the physical field attribute display window can be popped up on the right side of the cement production process digital twin scene screen for user selection. After receiving a click operation acting on the preset device selection interface again, the physical field attribute display window can be closed to reduce viewing angle occlusion.

[0053] S230. In response to an attribute information selection operation for the physical field attribute information, determine a GLTF model file corresponding to the physical field attribute information, and load the GLTF model file as a static mesh.

[0054] Among them, the attribute information selection operation can be used to select the operation of physical field attribute information. GLTF (Graphics Language Transmission Format) model file, that is, graphics language transmission format file, is a standard file format for 3D scenes and models. In an embodiment of the present invention, the GLTF model file can be understood as a file containing geometric shapes, materials, textures and other information used to describe the cement production equipment model and the cement production process digital twin scene. Static mesh can be understood as a geometric body composed of a group of polygons, which is used for efficient rendering in a 3D graphics engine.

[0055] Specifically, after receiving the attribute information selection operation for the physical field attribute information, the selected physical field attribute information can be determined. Then, the storage location of the GLTF model file corresponding to the physical field attribute information can be determined. Then, the GLTF model file corresponding to the physical field attribute information can be read from the storage location. In the case where there are multiple GLTF model files, each of the GLTF model files can be preloaded as a static network body. Among them, the storage location can be represented by a relative storage path or an absolute storage path.

[0056] In an embodiment of the present invention, the method may further include: acquiring cement production process data, wherein the cement production process data may include at least one physical field attribute information in the cement production equipment, and the physical field attribute information includes at least one of mass component, temperature, pressure, gas component, raw material particle size and cement clinker particle size; and then at least one GLTF model file corresponding to the physical field attribute information may be generated based on the cement production process data. In an embodiment of the present invention, the cement production process data includes simulation data and / or measured data of the cement production process. That is, at least one physical field attribute information in the cement production equipment may include simulation data and / or measured data.

[0057] S240. Determine a cement production equipment model corresponding to the static mesh, replace the cement production equipment model with the static mesh, and render the static mesh in the cement production process digital twin scene to obtain cement production process animation data corresponding to the process simulation viewing operation.

[0058] In an embodiment of the present invention, after the GLTF model file is loaded as a static mesh, the cement production equipment model corresponding to the static mesh can be determined. Thus, the cement production equipment model can be replaced with the static mesh. Then, the static mesh can be rendered in the cement production process digital twin scene, thereby obtaining cement production process animation data corresponding to the process simulation viewing operation. That is, the evolution effect of the corresponding attribute physical field in the preheater, decomposition furnace, and rotary kiln equipment is obtained.

[0059] Specifically, after each of the GLTF model files is preloaded as a static network body, the preloaded static mesh body can be saved in a preset list of static mesh body types. The preset list can be used to manage and access all preloaded static mesh bodies. Thus, the static mesh bodies converted from different frames in the list can be loaded through a timing loop. Furthermore, by continuously loading and rendering the static mesh bodies converted from different frames, they can be displayed on the corresponding cement production equipment model to obtain cement production process animation data corresponding to the process simulation viewing operation, so as to achieve the dynamic evolution effect of the physical field of the new dry cement production process. Among them, the frame conversion can be understood as the transformation of the position, rotation, scaling, etc. of the static mesh body to simulate the dynamic evolution of the physical field.

[0060] S250. Display the cement production process animation data in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene.

[0061] In the implementation of the present invention, the cement production process animation data is displayed in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene.

[0062] For example, see Figure 5 , the preset equipment selection window includes a preheater model identifier, a decomposition furnace model identifier, and a rotary kiln model identifier. In response to the identifier selection operation for the decomposition furnace model identifier, a physical field attribute display window is displayed in the cement production process digital twin scene, wherein the physical field attribute display window includes all physical field attribute information in the decomposition furnace, namely, calcium carbonate concentration, lime feed rate, lime volume, coal particle concentration, fuel inlet velocity, fuel volume, nitric oxide concentration, oxygen concentration, gas temperature, gas inlet velocity, gas volume, pressure, lime particle velocity, fuel particle velocity, gas velocity. After receiving the attribute information selection operation acting on the pressure value in the physical field attribute display window, the flow distribution, that is, the cement production process, can be dynamically displayed on the cement production equipment model associated with the pressure value. Afterwards, a scene display interface for dynamically displaying the flow distribution on the cement production equipment model associated with the pressure value can be obtained.

[0063] On the basis of the above embodiments, it may also include: after receiving events such as clicks and movements of the input device, triggering corresponding animation effects, such as acceleration, deceleration, pause, resumption, etc., to achieve interactive control of the dynamic evolution effects of the physical field.

[0064] It should be noted that the embodiments of the present invention can integrate the physical quantity data such as the mass components, temperature, pressure, gas components, particle size of raw materials and cement clinker in the preheater, decomposition furnace and rotary kiln equipment in the new dry cement production process obtained by complex actual measurement and simulation into a three-dimensional simulated cement production plant, and realize real-time dynamic display of relevant physical quantities in the corresponding area.

[0065] The technical solution of an embodiment of the present invention displays at least one physical field attribute information corresponding to the cement production equipment model in response to a cement production equipment model selection operation; determines a GLTF model file corresponding to the physical field attribute information in response to an attribute information selection operation for the physical field attribute information, and loads the GLTF model file as a static mesh; determines a cement production equipment model corresponding to the static mesh, replaces the cement production equipment model with the static mesh, and renders the static mesh in the cement production process digital twin scene to obtain cement production process animation data corresponding to the process simulation viewing operation, thereby realizing the function of obtaining cement production process animation data.

[0066] Figure 6 The structural diagram of a cement production process visualization device provided by an embodiment of the present invention. Figure 6 As shown, the device includes: a scene display module 310, an interactive operation module 320 and a process display module 330.

[0067] Among them, the scene display module 310 is used to display the cement production process digital twin scene, wherein the cement production process digital twin scene includes a cement production equipment model; the interactive operation module 320 is used to respond to the process simulation viewing operation for the cement production equipment model, and determine the cement production process animation data corresponding to the process simulation viewing operation; the process display module 330 is used to display the cement production process animation data in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene.

[0068] The technical solution of the embodiment of the present invention displays a cement production process digital twin scene through a scene display module, wherein the cement production process digital twin scene includes a cement production equipment model; in response to a process simulation viewing operation for the cement production equipment model through an interactive operation module, the cement production process animation data corresponding to the process simulation viewing operation is determined; and the cement production process animation data is displayed in the cement production process digital twin scene through a process display module, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene. The technical solution of the embodiment of the present invention not only improves the visualization of the cement production process, but also enhances the interactivity between users and cement production equipment, providing strong support for the intelligent management of the cement industry.

[0069] Optionally, the cement production equipment model includes at least a preheater model, a decomposition furnace model and a rotary kiln equipment model.

[0070] Optionally, the interactive operation module 320 is specifically configured to, in response to a cement production equipment model selection operation, display at least one physical field attribute information corresponding to the cement production equipment model; in response to an attribute information selection operation for the physical field attribute information, determine a GLTF model file corresponding to the physical field attribute information, and load the GLTF model file as a static mesh; determine a cement production equipment model corresponding to the static mesh, and replace the cement production equipment model with the static mesh;

[0071] The static mesh is rendered in the cement production process digital twin scene to obtain cement production process animation data corresponding to the process simulation viewing operation.

[0072] Optionally, the device also includes a GLTF model file acquisition module; wherein the GLTF model file acquisition module is used to obtain cement production process data, wherein the cement production process data includes at least one physical field attribute information in the cement production equipment, and the physical field attribute information includes at least one of mass component, temperature, pressure, gas component, raw material particle size and cement clinker particle size; based on the cement production process data, at least one GLTF model file corresponding to the physical field attribute information is generated.

[0073] Optionally, the cement production process data includes simulation data and / or measured data of the cement production process.

[0074] Optionally, the device also includes a scene mode switching module, which is used to switch the scene mode of the cement production process digital twin scene in response to the digital twin scene mode switching operation, wherein the scene mode includes at least one of a flight mode, a walking mode, a surround mode and a virtual reality mode.

[0075] Optionally, the cement production process digital twin scene also includes a basic scene model of the cement production process, wherein the basic scene model includes at least one of a ground model, a sky model and a cement factory scene model.

[0076] The cement production process visualization device provided in the embodiment of the present invention can execute the cement production process visualization method provided in any embodiment of the present invention, and has the corresponding functional modules and beneficial effects of the execution method.

[0077] It is worth noting that the various units and modules included in the above-mentioned cement production process visualization device are only divided according to functional logic, but are not limited to the above-mentioned division, as long as the corresponding functions can be achieved; in addition, the specific names of the functional units are only for the convenience of distinguishing each other, and are not used to limit the protection scope of the embodiments of the present invention.

[0078] Figure 7 A schematic diagram of the structure of an electronic device 10 that can be used to implement an embodiment of the present invention is shown. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or required herein.

[0079] like Figure 7As shown, the electronic device 10 includes at least one processor 11, and a memory connected to the at least one processor 11, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 to the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other through a bus 14. An input / output (I / O) interface 15 is also connected to the bus 14.

[0080] A number of components in the electronic device 10 are connected to the I / O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks.

[0081] The processor 11 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various dedicated artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, a digital signal processor (DSP), and any appropriate processor, controller, microcontroller, etc. The processor 11 executes the various methods and processes described above, such as a cement production process visualization method.

[0082] In some embodiments, the cement production process visualization method can be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, such as a storage unit 18. In some embodiments, part or all of the computer program can be loaded and / or installed on the electronic device 10 via the ROM 12 and / or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the cement production process visualization method described above can be performed. Alternatively, in other embodiments, the processor 11 can be configured to perform the cement production process visualization method in any other appropriate manner (e.g., by means of firmware).

[0083] Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.

[0084] Computer programs for implementing the methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions / operations specified in the flow chart and / or block diagram are implemented. The computer program may be executed entirely on the machine, partially on the machine, partially on the machine and partially on a remote machine as a stand-alone software package, or entirely on a remote machine or server.

[0085] In the context of the present invention, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in combination with an instruction execution system, device or equipment. A computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or equipment, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium may be a machine-readable signal medium. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, 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 foregoing.

[0086] To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).

[0087] The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.

[0088] A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.

[0089] It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps described in the present invention can be executed in parallel, sequentially or in different orders, as long as the desired results of the technical solution of the present invention can be achieved, and this document does not limit this.

[0090] The above specific implementations do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims

1. A method for visualizing cement production process, characterized in that: The method comprises: Displaying a cement production process digital twin scene, wherein the cement production process digital twin scene includes a cement production equipment model; In response to a process simulation viewing operation for the cement production equipment model, determining cement production process animation data corresponding to the process simulation viewing operation; The cement production process animation data is displayed in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene.

2. The method according to claim 1, characterized in that The cement production equipment model at least includes a preheater model, a decomposition furnace model and a rotary kiln equipment model.

3. The method according to claim 1, characterized in that In response to the process simulation viewing operation for the cement production equipment model, determining cement production process animation data corresponding to the process simulation viewing operation includes: In response to a cement production equipment model selection operation, displaying at least one physical field property information corresponding to the cement production equipment model; In response to an attribute information selection operation for the physical field attribute information, determining a GLTF model file corresponding to the physical field attribute information, and loading the GLTF model file as a static mesh; Determine a cement production equipment model corresponding to the static mesh, and replace the cement production equipment model with the static mesh; The static mesh is rendered in the cement production process digital twin scene to obtain cement production process animation data corresponding to the process simulation viewing operation.

4. The method according to claim 3, characterized in that The method further comprises: Acquire cement production process data, wherein the cement production process data includes at least one physical field attribute information in cement production equipment, and the physical field attribute information includes at least one of mass component, temperature, pressure, gas component, raw material particle size, and cement clinker particle size; At least one GLTF model file corresponding to the physical field attribute information is generated based on the cement production process data.

5. The method according to claim 4, characterized in that The cement production process data includes simulation data and / or measured data of the cement production process.

6. The method according to claim 1, characterized in that The method further comprises: In response to the digital twin scene mode switching operation, the scene mode of the cement production process digital twin scene is switched, wherein the scene mode includes at least one of a flight mode, a walking mode, a surround mode and a virtual reality mode.

7. The method according to claim 1, characterized in that The cement production process digital twin scene also includes a basic scene model of the cement production process, wherein the basic scene model includes at least one of a ground model, a sky model and a cement factory scene model.

8. A cement production process visualization device, characterized in that: The device comprises: A scene display module, used to display a cement production process digital twin scene, wherein the cement production process digital twin scene includes a cement production equipment model; An interactive operation module, configured to respond to a process simulation viewing operation on the cement production equipment model and determine cement production process animation data corresponding to the process simulation viewing operation; A process display module is used to display the cement production process animation data in the cement production process digital twin scene, so that the cement production process of the cement production equipment model is displayed in the cement production process digital twin scene.

9. An electronic device, characterized in that: The electronic device comprises: at least one processor; and a memory communicatively connected to the at least one processor; wherein, The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the cement production process visualization method described in any one of claims 1-7.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the cement production process visualization method according to any one of claims 1 to 7 when executed.

Images