A carbon peak and carbon neutrality intelligent monitoring, analysis and processing method and system

Abstract

The present invention provides a method and system for intelligent monitoring, analysis and processing of carbon peak and carbon neutrality, wherein the method includes: panoramic monitoring of carbon peak and carbon neutrality data of enterprises in zero-carbon parks; based on the carbon peak and carbon neutrality data, evaluating the carbon peak and carbon neutrality progress of enterprises and predicting their trends, and obtaining evaluation and prediction results; generating a visualization model based on the evaluation and prediction results and a preset enterprise distribution map corresponding to the zero-carbon park; and outputting and displaying the visualization model. The method and system for intelligent monitoring, analysis and processing of carbon peak and carbon neutrality of the present invention automatically evaluates the carbon peak and carbon neutrality progress of enterprises and predicts their trends based on the carbon peak and carbon neutrality data, and displays the evaluation and prediction results to users through a visualization model, without the need for professional staff, which greatly reduces labor costs and improves the efficiency of progress evaluation and trend prediction.

Description

Technical Field

[0001] The present invention relates to the field of computer data processing technology, and in particular to a method and system for intelligent monitoring, analysis and processing of carbon peak and carbon neutrality. Background Art

[0002] At present, in order to create a "zero-carbon park", enterprises in the park have adopted a variety of carbon reduction methods (such as: replacing coal with electricity, replacing oil with electricity, etc.) to reduce carbon emissions and work towards carbon peak and carbon neutrality. In order to achieve carbon peak and carbon neutrality as soon as possible, enterprises need to regularly conduct carbon peak and carbon neutrality progress evaluations and carbon peak and carbon neutrality trend forecasts as a guide for the next step of reducing carbon emissions. However, carbon peak and carbon neutrality progress evaluations and carbon peak and carbon neutrality trend forecasts often require professional staff. There are many enterprises in the park, and the workload of progress evaluation and trend forecasting is huge, the labor cost is huge, and the efficiency of progress evaluation and trend forecasting is also low.

[0003] Therefore, a solution is urgently needed to at least solve some of the problems in the prior art. Summary of the invention

[0004] The present invention provides a method and system for intelligent monitoring, analysis and processing of carbon peak and carbon neutrality, which automatically evaluates the carbon peak and carbon neutrality progress and predicts the trend of an enterprise based on carbon peak and carbon neutrality data, and displays the evaluation and prediction results to users through a visualization model. No professional staff is required, which greatly reduces labor costs and improves the efficiency of progress evaluation and trend prediction.

[0005] The present invention provides a carbon peak and carbon neutrality intelligent monitoring, analysis and processing method, comprising:

[0006] Comprehensively monitor the carbon peak and carbon neutrality data of enterprises in the zero-carbon park;

[0007] Based on the carbon peak and carbon neutrality data, evaluate the carbon peak and carbon neutrality progress of enterprises and forecast their trends, and obtain evaluation and forecast results;

[0008] Generate a visualization model based on the evaluation and prediction results and the preset enterprise distribution map corresponding to the zero-carbon park;

[0009] The output shows the visualization model.

[0010] Preferably, based on the carbon peak and carbon neutrality data, the carbon peak and carbon neutrality progress of the enterprise is evaluated and trend forecasted, and the evaluation and forecast results are obtained, including:

[0011] Based on the preset carbon peak and carbon neutrality progress evaluation system, and according to the carbon peak and carbon neutrality data, evaluate the carbon peak and carbon neutrality progress of enterprises and obtain the evaluation results;

[0012] Based on the preset carbon peak and carbon neutrality trend forecasting model and carbon peak and carbon neutrality data, the carbon peak and carbon neutrality trend of the enterprise is forecasted to obtain the forecast results;

[0013] Integrate the evaluation results and the prediction results to obtain the evaluation and prediction results.

[0014] Preferably, the carbon peak and carbon neutrality intelligent monitoring, analysis and processing method further includes:

[0015] When the user views the visual model, the output displays a preset tour instruction input window;

[0016] When the user inputs a tour instruction based on the tour instruction input window, a tour route is formulated in the visual model;

[0017] Based on the tour route, generate a tour route selection table and output it for display;

[0018] Obtain the tour route selected by the user from the tour route selection table and use it as the target tour route;

[0019] Setting a virtual camera at the starting point of the target tour route;

[0020] Output displays the preset lens control window;

[0021] Controlling the virtual camera to start moving from the starting point along the target tour route at a preset average moving speed and responding to the lens control instructions input by the user based on the lens control window;

[0022] Continuously obtain the shooting images of the virtual camera and output them for display.

[0023] Preferably, a tour route is formulated in the visualization model, including:

[0024] Extract content features from the visualization model to obtain a content feature set;

[0025] Obtaining a preset tour route formulation strategy determination library; the tour route formulation strategy determination library includes: multiple sets of one-to-one corresponding standard content feature sets and tour route formulation strategies;

[0026] A tour route formulation strategy corresponding to a standard content feature set existing in the content feature set is executed in the visualization model to obtain a tour route.

[0027] Preferably, the carbon peak and carbon neutrality intelligent monitoring, analysis and processing method further includes:

[0028] When the virtual camera moves, obtain the moving position of the virtual camera;

[0029] A virtual sphere is constructed in the visualization model with the moving position as the sphere center; the virtual sphere just completely contains the visualization content box next to the moving position; the shortest distance between the visualization content box and the moving position is less than or equal to a preset distance threshold;

[0030] Determine whether the virtual sphere meets the viewing angle trigger condition;

[0031] When the conditions are met, the virtual camera is controlled to capture the perspective image of the virtual sphere and output it for display; the perspective image just completely contains the virtual sphere;

[0032] The viewing angle trigger conditions include:

[0033] The volume proportion of the first frame of the visualization content frame in the first hemisphere is greater than or equal to a preset proportion threshold;

[0034] or,

[0035] The volume proportion of the second frame of the visualization content frame in the second hemisphere is greater than or equal to the proportion threshold; the vertical plane of the target ray evenly divides the virtual sphere into the first hemisphere and the second hemisphere, and the target ray is a ray starting from the moving position in the moving direction of the virtual camera at the moving position;

[0036] or,

[0037] There are at least N content association relationships in a preset content association relationship library between the visualization content frame in the first hemisphere and the visualization content frame in the second hemisphere; N is a positive integer.

[0038] Preferably, the carbon peak and carbon neutrality intelligent monitoring, analysis and processing method further includes:

[0039] Acquire and integrate the lens control instructions input by the user within the most recent preset time and the corresponding input time to obtain a lens control instruction sequence;

[0040] Extract features from the lens control instruction sequence to obtain a sequence feature set;

[0041] Obtaining a preset speed adjustment strategy determination library; the speed adjustment strategy determination library includes: multiple groups of one-to-one corresponding standard sequence feature sets and corresponding speed adjustment strategies;

[0042] The average moving speed is adjusted based on the speed adjustment strategy corresponding to the standard sequence feature set existing in the sequence feature set.

[0043] The present invention provides a carbon peak and carbon neutrality intelligent monitoring, analysis and processing system, comprising:

[0044] Panoramic monitoring module, used to comprehensively monitor the carbon peak and carbon neutrality data of enterprises in the zero-carbon park;

[0045] The evaluation and prediction module is used to evaluate the carbon peak and carbon neutrality progress of enterprises and predict their trends based on the carbon peak and carbon neutrality data, and obtain evaluation and prediction results;

[0046] A visualization model generation module is used to generate a visualization model based on the evaluation and prediction results and the preset enterprise distribution map corresponding to the zero-carbon park;

[0047] The output display module is used to output and display the visualization model.

[0048] Preferably, the evaluation and prediction module evaluates the carbon peak and carbon neutrality progress and predicts the trend of the enterprise based on the carbon peak and carbon neutrality data, and obtains the evaluation and prediction results, including:

[0049] Based on the preset carbon peak and carbon neutrality progress evaluation system, and according to the carbon peak and carbon neutrality data, evaluate the carbon peak and carbon neutrality progress of enterprises and obtain the evaluation results;

[0050] Based on the preset carbon peak and carbon neutrality trend forecasting model, and according to the carbon peak and carbon neutrality data, the carbon peak and carbon neutrality trend forecasting of enterprises is carried out to obtain the forecasting results;

[0051] Integrate the evaluation results and the prediction results to obtain the evaluation and prediction results.

[0052] Preferably, the carbon peak and carbon neutrality intelligent monitoring, analysis and processing system also includes:

[0053] Interaction modules include:

[0054] When the user views the visual model, the output displays a preset tour instruction input window;

[0055] When the user inputs a tour instruction based on the tour instruction input window, a tour route is formulated in the visual model;

[0056] Based on the tour route, generate a tour route selection table and output it for display;

[0057] Obtain the tour route selected by the user from the tour route selection table and use it as the target tour route;

[0058] Setting a virtual camera at the starting point of the target tour route;

[0059] Output displays the preset lens control window;

[0060] Controlling the virtual camera to start moving from the starting point along the target tour route at a preset average moving speed and responding to the lens control instructions input by the user based on the lens control window;

[0061] Continuously obtain the shooting images of the virtual camera and output them for display.

[0062] Preferably, the interactive module formulates a tour route in the visualization model, including:

[0063] Extract content features from the visualization model to obtain a content feature set;

[0064] Obtaining a preset tour route formulation strategy determination library; the tour route formulation strategy determination library includes: multiple sets of one-to-one corresponding standard content feature sets and tour route formulation strategies;

[0065] A tour route formulation strategy corresponding to a standard content feature set existing in the content feature set is executed in the visualization model to obtain a tour route.

[0066] Other features and advantages of the present invention will be described in the following description, and partly become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention can be realized and obtained by the structures particularly pointed out in the written description, claims, and drawings.

[0067] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0068] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0069] Figure 1 This is a flow chart of a method for intelligent monitoring, analysis and processing of carbon peak and carbon neutrality in an embodiment of the present invention;

[0070] Figure 2 This is a schematic diagram of a carbon peak and carbon neutrality intelligent monitoring, analysis and processing system in an embodiment of the present invention. DETAILED DESCRIPTION

[0071] The preferred embodiments of the present invention are described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.

[0072] The present invention provides a carbon peak and carbon neutrality intelligent monitoring and analysis processing method, such as Figure 1 As shown, including:

[0073] Step S1: Panoramic monitoring of carbon peak and carbon neutrality data of enterprises in the zero-carbon park;

[0074] Step S2: Based on the carbon peak and carbon neutrality data, evaluate the carbon peak and carbon neutrality progress of the enterprise and predict its trend, and obtain the evaluation and prediction results;

[0075] Step S3: Generate a visualization model based on the evaluation and prediction results and the preset enterprise distribution map corresponding to the zero-carbon park;

[0076] Step S4: Output and display the visualization model.

[0077] The working principle and beneficial effects of the above technical solution are:

[0078] Panoramic monitoring refers to the joint monitoring of all enterprises in the zero-carbon park; a zero-carbon park is an enterprise park that implements carbon emission reduction; carbon peak and carbon neutrality data include: the historical carbon emission sources, historical carbon emissions, historical carbon reduction paths, etc. of the enterprise; based on the carbon peak and carbon neutrality data, the progress of the enterprise's carbon peak and carbon neutrality and the trend of carbon peak and carbon neutrality can be evaluated. The progress can be determined based on the gap between the enterprise and carbon peak and carbon neutrality represented by the carbon peak and carbon neutrality data, and the trend can be determined based on the changing trend of the gap (for example: gradually decreasing, gradually increasing, etc.); the enterprise distribution map is a three-dimensional map model of the park, on which are the three-dimensional enterprise models of each enterprise in the park. When generating a visualization model, the evaluation and prediction results are set next to the three-dimensional enterprise model of the corresponding enterprise; after the visualization model is output and displayed, the user can view the visualization model to intuitively and globally understand the evaluation and prediction results of each enterprise in the park;

[0079] This application automatically evaluates the company's carbon peak and carbon neutrality progress and predicts trends based on carbon peak and carbon neutrality data, and displays the evaluation and prediction results to users through a visualization model. No professional staff is required, which greatly reduces labor costs and improves the efficiency of progress evaluation and trend prediction.

[0080] In one embodiment, based on the carbon peak and carbon neutrality data, the carbon peak and carbon neutrality progress of the enterprise is evaluated and trend forecasted, and the evaluation and forecast results are obtained, including:

[0081] Based on the preset carbon peak and carbon neutrality progress evaluation system, and according to the carbon peak and carbon neutrality data, evaluate the carbon peak and carbon neutrality progress of enterprises and obtain the evaluation results;

[0082] Based on the preset carbon peak and carbon neutrality trend forecasting model and carbon peak and carbon neutrality data, the carbon peak and carbon neutrality trend of the enterprise is forecasted to obtain the forecast results;

[0083] Integrate the evaluation results and the prediction results to obtain the evaluation and prediction results.

[0084] The working principle and beneficial effects of the above technical solution are:

[0085] When evaluating the progress of carbon peak and carbon neutrality, the carbon peak and carbon neutrality progress evaluation system is used. There are multiple sets of one-to-one corresponding evaluation standards and corresponding evaluation contents in the carbon peak and carbon neutrality progress evaluation system. For example: the evaluation standard is to reduce the company's carbon emission source by 1, and the corresponding evaluation content is a progress score of 5. The higher the progress score, the faster the company's progress in carbon peak and carbon neutrality. Finally, the progress points are accumulated as the evaluation result. The carbon peak and carbon neutrality progress evaluation system can also be set in advance by technical personnel according to actual needs; when predicting the trend of carbon peak and carbon neutrality, the carbon peak and carbon neutrality are used. Trend prediction model. The carbon peak and carbon neutrality trend prediction model is an artificial intelligence model that uses a large number of historical records of manual carbon peak and carbon neutrality trend predictions for enterprises based on their carbon peak and carbon neutrality data (the records contain manually generated carbon peak and carbon neutrality data of enterprises and manually predicted carbon peak and carbon neutrality trend prediction results) as training samples to train the neural network model until convergence. It can predict the carbon peak and carbon neutrality trends of enterprises based on carbon peak and carbon neutrality data and obtain prediction results; integrate evaluation results and prediction results to obtain evaluation and prediction results;

[0086] The embodiment of the present invention introduces a carbon peak and carbon neutrality progress evaluation system and a carbon peak and carbon neutrality trend forecasting model to quickly conduct carbon peak and carbon neutrality progress evaluation and trend forecasting for enterprises, thereby improving the accuracy and efficiency of progress evaluation and trend forecasting.

[0087] In one embodiment, the carbon peak and carbon neutrality intelligent monitoring, analysis and processing method further includes:

[0088] When the user views the visual model, the output displays a preset tour instruction input window;

[0089] When the user inputs a tour instruction based on the tour instruction input window, a tour route is formulated in the visual model;

[0090] Based on the tour route, generate a tour route selection table and output it for display;

[0091] Obtain the tour route selected by the user from the tour route selection table and use it as the target tour route;

[0092] Setting a virtual camera at the starting point of the target tour route;

[0093] Output displays the preset lens control window;

[0094] Controlling the virtual camera to start moving from the starting point along the target tour route at a preset average moving speed and responding to the lens control instructions input by the user based on the lens control window;

[0095] Continuously obtain the shooting images of the virtual camera and output them for display.

[0096] The working principle and beneficial effects of the above technical solution are:

[0097] The tour instruction input window is an information window, which contains the prompt "Do you need to travel around and view?" and the selection buttons of "Yes" and "No". When the user selects the "Yes" button, the tour instruction is entered in the input window, and a tour is required; after the tour route is formulated, a tour route selection table is generated and output for the user to choose, and the target tour route selected by the user is the route the user wants to follow for the tour; when the virtual camera enters the visualization model, the virtual camera will shoot the shooting picture in the visualization model, and output it for the user to view. When the virtual camera moves, the user has a feeling of being led to travel around the visualization model; the lens control window is an information window, which contains four buttons of "up", "down", "left" and "right". The user can control the lens of the virtual camera up, down, left and right by long pressing these buttons; the average speed can be, for example: 0.05 meters per second; when the virtual camera starts to move along the tour route, the user can view the company name, company type, carbon peak and carbon neutrality evaluation results and prediction results of the companies passed by in sequence through the shooting picture to realize the tour view;

[0098] Generally, the area of ​​a zero-carbon park is often large, and the generated visualization model is also large. When the user views the visualization model, it is necessary to drag the screen continuously, which is very cumbersome. When the viewing time is long, fatigue will occur. The embodiment of the present invention guides the user to travel around and view the visualization model without the need for the user to drag and drop, thereby improving convenience. At the same time, it is also more user-friendly and improves the efficiency of users viewing the visualization model to formulate optimization strategies for carbon reduction paths for various enterprises.

[0099] In one embodiment, formulating a tour route in a visualization model includes:

[0100] Extract content features from the visualization model to obtain a content feature set;

[0101] Obtaining a preset tour route formulation strategy determination library; the tour route formulation strategy determination library includes: multiple sets of one-to-one corresponding standard content feature sets and tour route formulation strategies;

[0102] A tour route formulation strategy corresponding to a standard content feature set existing in the content feature set is executed in the visualization model to obtain a tour route.

[0103] The working principle and beneficial effects of the above technical solution are:

[0104] When the standard content feature set exists in the content feature set (meaning that all the content features in the standard content feature set are in the content feature set), it means that the corresponding tour route formulation strategy can be executed to formulate a tour route. For example, if the content feature in the standard content feature set is that the number of enterprises of the same type in the zero-carbon park is greater than 5, then the tour route formulation strategy is to formulate a tour route that leads users to tour around and view the enterprise name, enterprise type, carbon peak and carbon neutrality evaluation results and prediction results of this type of enterprise in turn (which can be achieved on the enterprise distribution map with map route planning technology). For another example: If the content feature is that the carbon peak and carbon neutrality progress of various enterprises on the same street vary significantly, then the strategy for making a circular route is to make a circular route that takes users around to view the company names, company types, carbon peak and carbon neutrality evaluation results and forecast results of various enterprises on this street in turn. For another example: the content feature in the standard content feature set is that the carbon peak and carbon neutrality progress of multiple enterprises under the same parent company in the park are all high, then the strategy for making a circular route is to make a circular route that takes users around to view the company names, company types, carbon peak and carbon neutrality evaluation results and forecast results of various enterprises under this parent company in the park in turn;

[0105] The embodiment of the present invention introduces a content feature set and a tour route formulation strategy determination library to adaptively and reasonably formulate tour routes, which greatly improves the efficiency of users viewing visualization models to formulate optimization strategies for carbon reduction paths for various enterprises. At the same time, it is also more humane and intelligent.

[0106] In one embodiment, the carbon peak and carbon neutrality intelligent monitoring, analysis and processing method further includes:

[0107] When the virtual camera moves, the moving position of the virtual camera is obtained; the moving position is the current position of the virtual camera when it moves along the target tour route;

[0108] A virtual sphere is constructed with the moving position as the center in the visualization model; the virtual sphere just completely contains the visualization content box next to the moving position; the shortest distance between the visualization content box and the moving position is less than or equal to the preset distance threshold; information such as the company name, company type, carbon peak and carbon neutrality evaluation results and prediction results of each enterprise in the visualization model are placed in the visualization content box. The visualization content box is a three-dimensional information box. The more content in the visualization content box, the larger the volume of the visualization content box; the virtual sphere just completely contains the visualization content box next to the moving position means that the visualization content boxes all fall into the virtual sphere and the boundary of the virtual sphere just intersects with the boundary of at least one visualization content box, so that the volume of the virtual sphere can be limited; the distance threshold can be, for example: 30; ensuring that the shortest distance between the visualization content box and the moving position is less than or equal to the distance threshold can make the visualization content boxes all located next to the moving position;

[0109] Determine whether the virtual sphere meets the viewing angle trigger condition;

[0110] When the conditions are met, the virtual camera is controlled to shoot a viewing angle picture of the virtual sphere and output it for display; the viewing angle picture just completely contains the virtual sphere; when the virtual camera shoots the viewing angle picture, it goes to the top of the center of the virtual sphere and moves vertically upward until the virtual sphere is just completely contained in the shooting picture taken by the virtual camera, then the virtual camera stops moving upward and uses the current shooting picture as the viewing angle picture; the virtual sphere is just completely contained in the viewing angle picture means that the virtual sphere is completely within the viewing angle picture and there is an intersection between the boundary of the virtual sphere and the boundary of the viewing angle picture;

[0111] The viewing angle trigger conditions include:

[0112] The volume ratio of the first frame of the visualization content frame in the first hemisphere is greater than or equal to the preset ratio threshold; the volume ratio of the first frame is the ratio of the total volume of the visualization content frame in the first hemisphere divided by the volume of the first hemisphere; the ratio threshold may be, for example, 1 / 3; if the volume ratio of the first frame is greater than or equal to the ratio threshold, it means that there is a lot of information that the user needs to view in the first hemisphere, and there may also be information that needs to be viewed in the second hemisphere. It is cumbersome for the user to view by adjusting the lens direction, so the viewing angle is directly triggered;

[0113] or,

[0114] The volume proportion of the second frame of the visualization content frame in the second hemisphere is greater than or equal to the proportion threshold; the vertical plane of the target ray divides the virtual sphere into the first hemisphere and the second hemisphere evenly, and the target ray is a ray from the moving position to the moving direction of the virtual camera at the moving position; similarly, the volume proportion of the second frame is the ratio of the total volume of the visualization content frame in the second hemisphere divided by the volume of the second hemisphere; the volume proportion of the second frame is greater than or equal to the proportion threshold, indicating that the user needs to view more information in the second hemisphere, and there may also be information that needs to be viewed in the first hemisphere. It is cumbersome for the user to view by adjusting the direction of the lens, so the viewing angle is directly triggered; the moving direction of the virtual camera at the moving position can be determined by the positional relationship between the next position of the moving position on the target tour route and the moving position; the vertical plane is a plane from top to bottom and the target ray is located on the vertical plane; the introduction of the vertical plane can make the first hemisphere and the second hemisphere respectively the left and right source parts of the picture taken by the user when viewing the virtual camera when moving, and the viewing angle is reasonably triggered by determining the content proportion therein;

[0115] or,

[0116] There are at least N content association relationships in the preset content association relationship library between the visualization content box in the first hemisphere and the visualization content box in the second hemisphere; N is a positive integer. N can be determined by technical personnel according to actual needs; when there is a content association relationship between the two, it means that the user needs to view both of them together, for example: the content association relationship is the carbon peak and carbon neutrality evaluation results and prediction results of two companies of the same type, and the user can compare them and need to view both together, which directly triggers the perspective;

[0117] When the user follows the visualization model to travel around and view, he may face the situation that the information he needs to view surrounds the virtual camera. In this case, the user needs to frequently adjust the direction of the lens, which is very cumbersome. The embodiment of the present invention directly triggers the viewing angle, thereby improving convenience; introduces the viewing angle trigger condition, and reasonably triggers the viewing angle image acquisition, thereby improving the applicability of the system, and at the same time, it is more user-friendly and intelligent; it should be noted that the content display direction of each visualization content box in the visualization model is always facing the lens of the virtual camera.

[0118] In one embodiment, the carbon peak and carbon neutrality intelligent monitoring, analysis and processing method further includes:

[0119] Obtain and integrate the lens control instructions input by the user within the most recent preset time and the corresponding input time to obtain a lens control instruction sequence; the preset time may be, for example, 100 seconds;

[0120] Extract features from the lens control instruction sequence to obtain a sequence feature set;

[0121] Obtaining a preset speed adjustment strategy determination library; the speed adjustment strategy determination library includes: multiple groups of one-to-one corresponding standard sequence feature sets and corresponding speed adjustment strategies;

[0122] The average moving speed is adjusted based on the speed adjustment strategy corresponding to the standard sequence feature set existing in the sequence feature set.

[0123] The working principle and beneficial effects of the above technical solution are:

[0124] When the standard sequence feature set exists in the sequence feature set (meaning that all sequence features in the standard sequence feature set are in the sequence feature set), it means that it is appropriate to execute the corresponding speed adjustment strategy to adjust the average moving speed of the virtual camera. For example, if the sequence feature in the standard sequence feature set is that the user has not adjusted the lens direction for 30 seconds and the virtual camera is still moving, it means that there is no content that the user wants to see in the visualization model in a short time. Then the speed adjustment strategy is to increase the average moving speed by 2 times. For another example, if the sequence feature in the standard sequence feature set is that the user inputs the left movement command for 3 consecutive times within 5 seconds, it means that the user wants to view the content on the left side of the visualization model. At this time, the speed needs to be reduced to avoid missing it. Then the speed adjustment strategy is to reduce the average moving speed by 2 / 3 times.

[0125] The embodiment of the present invention introduces a speed adjustment strategy determination library to adaptively adjust the average moving speed, which is more humane.

[0126] The present invention provides a carbon peak and carbon neutrality intelligent monitoring, analysis and processing system. Figure 2 As shown, including:

[0127] Panoramic monitoring module 1 is used to comprehensively monitor the carbon peak and carbon neutrality data of enterprises in the zero-carbon park;

[0128] Evaluation and prediction module 2 is used to evaluate the carbon peak and carbon neutrality progress of enterprises and predict their trends based on the carbon peak and carbon neutrality data, and obtain evaluation and prediction results;

[0129] A visualization model generation module 3 is used to generate a visualization model based on the evaluation and prediction results and a preset enterprise distribution map corresponding to the zero-carbon park;

[0130] The output display module 4 is used to output and display the visualization model.

[0131] Evaluation and prediction module 2 evaluates the carbon peak and carbon neutrality progress and predicts the trend of enterprises based on the carbon peak and carbon neutrality data, and obtains evaluation and prediction results, including:

[0132] Based on the preset carbon peak and carbon neutrality progress evaluation system, and according to the carbon peak and carbon neutrality data, evaluate the carbon peak and carbon neutrality progress of enterprises and obtain the evaluation results;

[0133] Based on the preset carbon peak and carbon neutrality trend forecasting model and carbon peak and carbon neutrality data, the carbon peak and carbon neutrality trend of the enterprise is forecasted to obtain the forecast results;

[0134] Integrate the evaluation results and the prediction results to obtain the evaluation and prediction results.

[0135] The carbon peak and carbon neutrality intelligent monitoring, analysis and processing system also includes:

[0136] Interaction modules include:

[0137] When the user views the visual model, the output displays a preset tour instruction input window;

[0138] When the user inputs a tour instruction based on the tour instruction input window, a tour route is formulated in the visual model;

[0139] Based on the tour route, generate a tour route selection table and output it for display;

[0140] Obtain the tour route selected by the user from the tour route selection table and use it as the target tour route;

[0141] Setting a virtual camera at the starting point of the target tour route;

[0142] Output displays the preset lens control window;

[0143] Controlling the virtual camera to start moving from the starting point along the target tour route at a preset average moving speed and responding to the lens control instructions input by the user based on the lens control window;

[0144] Continuously obtain the shooting images of the virtual camera and output them for display.

[0145] The interactive module creates a tour route within the visual model, including:

[0146] Extract content features from the visualization model to obtain a content feature set;

[0147] Obtaining a preset tour route formulation strategy determination library; the tour route formulation strategy determination library includes: multiple sets of one-to-one corresponding standard content feature sets and tour route formulation strategies;

[0148] A tour route formulation strategy corresponding to a standard content feature set existing in the content feature set is executed in the visualization model to obtain a tour route.

[0149] The intelligent monitoring, analysis and processing method for carbon peak and carbon neutrality also includes:

[0150] The first control module is configured to include:

[0151] When the virtual camera moves, obtain the moving position of the virtual camera;

[0152] A virtual sphere is constructed in the visualization model with the moving position as the sphere center; the virtual sphere just completely contains the visualization content box next to the moving position; the shortest distance between the visualization content box and the moving position is less than or equal to a preset distance threshold;

[0153] Determine whether the virtual sphere meets the viewing angle trigger condition;

[0154] When the conditions are met, the virtual camera is controlled to capture the perspective image of the virtual sphere and output it for display; the perspective image just completely contains the virtual sphere;

[0155] The viewing angle trigger conditions include:

[0156] The volume proportion of the first frame of the visualization content frame in the first hemisphere is greater than or equal to a preset proportion threshold;

[0157] or,

[0158] The volume proportion of the second frame of the visualization content frame in the second hemisphere is greater than or equal to the proportion threshold; the vertical plane of the target ray evenly divides the virtual sphere into the first hemisphere and the second hemisphere, and the target ray is a ray starting from the moving position in the moving direction of the virtual camera at the moving position;

[0159] or,

[0160] There are at least N content association relationships in a preset content association relationship library between the visualization content frame in the first hemisphere and the visualization content frame in the second hemisphere; N is a positive integer.

[0161] The intelligent monitoring, analysis and processing method for carbon peak and carbon neutrality also includes:

[0162] The second control module is configured to include:

[0163] Acquire and integrate the lens control instructions input by the user within the most recent preset time and the corresponding input time to obtain a lens control instruction sequence;

[0164] Extract features from the lens control instruction sequence to obtain a sequence feature set;

[0165] Obtaining a preset speed adjustment strategy determination library; the speed adjustment strategy determination library includes: multiple groups of one-to-one corresponding standard sequence feature sets and corresponding speed adjustment strategies;

[0166] The average moving speed is adjusted based on the speed adjustment strategy corresponding to the standard sequence feature set existing in the sequence feature set.

[0167] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include these modifications and variations.

Claims

1. A smart monitoring, analysis and processing method for carbon peak and carbon neutrality, characterized in that: include: Comprehensively monitor the carbon peak and carbon neutrality data of enterprises in the zero-carbon park; Based on the carbon peak and carbon neutrality data, conduct carbon peak and carbon neutrality progress evaluation and trend forecast for the enterprise to obtain evaluation and forecast results; Generate a visualization model based on the evaluation and prediction results and a preset enterprise distribution map corresponding to the zero-carbon park; Outputting the visualization model; Also includes: When the user views the visual model, a preset tour instruction input window is output and displayed; When the user inputs a tour instruction based on the tour instruction input window, a tour route is formulated in the visual model; Based on the tour route, generate a tour route selection table, and output it for display; Acquire the tour route selected by the user from the tour route selection table and use it as a target tour route; Setting a virtual camera at the starting point of the target tour route; Output displays the preset lens control window; Controlling the virtual camera to start moving from the starting point along the target tour route at a preset average moving speed and responding to the lens control instruction input by the user based on the lens control window; Continuously obtain the shooting images of the virtual camera and output them for display; When the virtual camera moves, obtaining the moving position of the virtual camera; A virtual sphere is constructed in the visualization model with the moving position as the center; the virtual sphere just completely includes the visualization content box next to the moving position; the shortest distance between the visualization content box and the moving position is less than or equal to a preset distance threshold; Determining whether the virtual sphere meets the viewing angle trigger condition; When the conditions are met, the virtual camera is controlled to capture a viewing angle image of the virtual sphere, and output for display; the viewing angle image just completely includes the virtual sphere; The viewing angle triggering conditions include: The volume proportion of the first frame of the visualization content frame in the first hemisphere is greater than or equal to a preset proportion threshold; or, The volume proportion of the second frame of the visualization content frame in the second hemisphere is greater than or equal to the proportion threshold; the vertical plane of the target ray divides the virtual sphere into the first hemisphere and the second hemisphere evenly, and the target ray is a ray starting from the moving position in the moving direction of the virtual camera at the moving position; or, There are at least N content association relationships in a preset content association relationship library between the visualization content frame in the first hemisphere and the visualization content frame in the second hemisphere; N is a positive integer.

2. A carbon peak and carbon neutrality intelligent monitoring, analysis and processing method as claimed in claim 1, characterized in that: Based on the carbon peak and carbon neutrality data, the enterprise is evaluated on its progress in carbon peak and carbon neutrality and its trend is predicted to obtain evaluation and prediction results, including: Based on the preset carbon peak and carbon neutrality progress evaluation system, and according to the carbon peak and carbon neutrality data, the carbon peak and carbon neutrality progress of the enterprise is evaluated to obtain the evaluation results; Based on the preset carbon peak and carbon neutrality trend forecasting model, and according to the carbon peak and carbon neutrality data, the carbon peak and carbon neutrality trend of the enterprise is forecasted to obtain a forecast result; The evaluation result and the prediction result are integrated to obtain the evaluation and prediction results.

3. A carbon peak and carbon neutrality intelligent monitoring, analysis and processing method as claimed in claim 1, characterized in that: The step of formulating a tour route in the visualization model includes: Extracting content features from the visualization model to obtain a content feature set; Obtaining a preset tour route formulation strategy determination library; the tour route formulation strategy determination library includes: multiple sets of one-to-one corresponding standard content feature sets and tour route formulation strategies; The tour route formulation strategy corresponding to the standard content feature set in the content feature set is executed in the visualization model to obtain the tour route.

4. A carbon peak and carbon neutrality intelligent monitoring, analysis and processing method as claimed in claim 1, characterized in that: Also includes: Acquire and integrate the lens control instructions input by the user within a recent preset time and the corresponding input time to obtain a lens control instruction sequence; Extracting features from the lens control instruction sequence to obtain a sequence feature set; Obtain a preset speed adjustment strategy determination library; The speed adjustment strategy determination library includes: multiple groups of one-to-one corresponding standard sequence feature sets and corresponding speed adjustment strategies; The average moving speed is adjusted based on the speed adjustment strategy corresponding to the standard sequence feature set existing in the sequence feature set.

5. A carbon peak and carbon neutrality intelligent monitoring, analysis and processing system, characterized in that: include: Panoramic monitoring module, used to comprehensively monitor the carbon peak and carbon neutrality data of enterprises in the zero-carbon park; An evaluation and prediction module, used to evaluate the carbon peak and carbon neutrality progress and predict the trend of the enterprise based on the carbon peak and carbon neutrality data, and obtain evaluation and prediction results; A visualization model generation module, used to generate a visualization model based on the evaluation and prediction results and a preset enterprise distribution map corresponding to the zero-carbon park; An output display module, used for outputting and displaying the visualization model; Also includes: Interaction modules include: When the user views the visual model, a preset tour instruction input window is output and displayed; When the user inputs a tour instruction based on the tour instruction input window, a tour route is formulated in the visual model; Based on the tour route, generate a tour route selection table, and output it for display; Acquire the tour route selected by the user from the tour route selection table and use it as a target tour route; Setting a virtual camera at the starting point of the target tour route; Output displays the preset lens control window; Controlling the virtual camera to start moving from the starting point along the target tour route at a preset average moving speed and responding to the lens control instruction input by the user based on the lens control window; Continuously obtain the shooting images of the virtual camera and output them for display; Also includes: A control module for comprising: When the virtual camera moves, obtaining the moving position of the virtual camera; A virtual sphere is constructed in the visualization model with the moving position as the center; the virtual sphere just completely includes the visualization content box next to the moving position; the shortest distance between the visualization content box and the moving position is less than or equal to a preset distance threshold; Determining whether the virtual sphere meets the viewing angle trigger condition; When the conditions are met, the virtual camera is controlled to capture a viewing angle image of the virtual sphere, and output for display; the viewing angle image just completely includes the virtual sphere; The viewing angle triggering conditions include: The volume proportion of the first frame of the visualization content frame in the first hemisphere is greater than or equal to a preset proportion threshold; or, The volume proportion of the second frame of the visualization content frame in the second hemisphere is greater than or equal to the proportion threshold; the vertical plane of the target ray divides the virtual sphere into the first hemisphere and the second hemisphere evenly, and the target ray is a ray starting from the moving position in the moving direction of the virtual camera at the moving position; or, There are at least N content association relationships in a preset content association relationship library between the visualization content frame in the first hemisphere and the visualization content frame in the second hemisphere; N is a positive integer.

6. A carbon peak and carbon neutrality intelligent monitoring, analysis and processing system as claimed in claim 5, characterized in that: The evaluation and prediction module evaluates the carbon peak and carbon neutrality progress and predicts the trend of the enterprise based on the carbon peak and carbon neutrality data, and obtains evaluation and prediction results, including: Based on the preset carbon peak and carbon neutrality progress evaluation system, and according to the carbon peak and carbon neutrality data, the carbon peak and carbon neutrality progress of the enterprise is evaluated to obtain the evaluation results; Based on the preset carbon peak and carbon neutrality trend forecasting model, and according to the carbon peak and carbon neutrality data, the carbon peak and carbon neutrality trend of the enterprise is forecasted to obtain a forecast result; The evaluation result and the prediction result are integrated to obtain the evaluation and prediction results.

7. A carbon peak and carbon neutrality intelligent monitoring, analysis and processing system as claimed in claim 5, characterized in that: The interactive module formulates a tour route in the visualization model, including: Extracting content features from the visualization model to obtain a content feature set; Obtaining a preset tour route formulation strategy determination library; the tour route formulation strategy determination library includes: multiple sets of one-to-one corresponding standard content feature sets and tour route formulation strategies; The tour route formulation strategy corresponding to the standard content feature set in the content feature set is executed in the visualization model to obtain the tour route.

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