Carbon sequestration monitoring platform data processing method and system, and storage medium

Abstract

The invention discloses a carbon sequestration monitoring platform data processing method and system and a storage medium, and the method comprises the steps: transmitting parameter data to a data processing unit for processing under the condition that a real-time data loading unit collects the parameter data collected by preset monitoring equipment in a sequestration region, obtaining data sets corresponding to different types of data; under the condition that a display demand of a target object is received, a target data subset of a data set corresponding to the display demand is determined, the data set comprises a plurality of data subsets in different time sections, and the display demand further at least comprises a display mode corresponding to the target data subset; the target data subset is transmitted to a data display module, the target data subset is processed in a display mode and then displayed on a visual interface corresponding to the data display module, and at least a visual area schematic diagram constructed for the sequestration area corresponding to sequestration of carbon dioxide exists in the data display module.

Description

TECHNICAL FIELD

[0001] The present application relates to the field of carbon dioxide storage, in particular, to a carbon storage monitoring platform data processing method and system, and a storage medium. BACKGROUND

[0002] Carbon dioxide is a common gas that plays an important role in environmental monitoring and industrial production. Monitoring of carbon dioxide is of great significance for environmental protection, industrial safety and production efficiency. The carbon dioxide parameter monitoring platform is a modern sensor technology for data acquisition and monitoring. Sensors can be installed in the environment to be monitored to detect carbon dioxide concentration in real time and transmit data to the monitoring platform. Through data analysis and processing, the monitoring platform can monitor the trend of carbon dioxide concentration in real time, detect abnormal conditions in time and give early warnings. However, the existing carbon dioxide parameter monitoring platform has the problems of few types of processable data and simple data display process. Therefore, it is necessary to establish a carbon dioxide parameter monitoring platform.

[0003] In the related art, the carbon dioxide parameter monitoring platform has the problems of few types of processable data and simple data display process. At present, no effective solution has been proposed.

[0004] Therefore, it is necessary to improve the related art to overcome the defects in the related art. SUMMARY

[0005] The embodiments of the present application provide a carbon storage monitoring platform data processing method and system, and a storage medium, which at least solve the problems of few types of processable data and simple data display process of the carbon dioxide parameter monitoring platform.

[0006] According to an aspect of the embodiments of the present application, a carbon storage monitoring platform data processing method is provided, including: in the case that the real-time data loading unit collects parameter data collected by a preset monitoring device in a storage area, transmitting the parameter data to a data processing unit for processing to obtain a data set corresponding to different types of data; in the case that a display requirement of a target object is received, determining a target data sub-set of the data set corresponding to the display requirement, wherein the data set contains a plurality of data sub-sets of different time segments, and the display requirement further includes a display mode corresponding to the target data sub-set; transmitting the target data sub-set to a data display unit, and displaying the target data sub-set on a visual interface corresponding to the data display unit after processing by the display mode, wherein the data display unit at least includes a visual area schematic diagram of the storage area corresponding to the stored carbon dioxide.

[0007] In an example embodiment, the parameter monitoring system further comprises a pre-warning unit. After the target data subset is displayed on the visual interface of the data display unit, the method further comprises determining the similarity between the data image displayed on the visual interface and a preset warning data image; in a case where the similarity is greater than or equal to a similarity warning threshold, determining that the pre-warning unit sends a warning prompt to the management object of the storage area, wherein the warning prompt is used to indicate that the current parameter data is abnormal, and the operation state of the preset monitoring device is determined; in a case where the similarity is less than the similarity warning threshold, determining that the pre-warning unit sends a prompt information to the management object of the storage area, wherein the prompt information is used to determine whether to maintain the monitoring of the parameter monitoring system on the storage area.

[0008] In an example embodiment, after the target data subset is transmitted to the data display unit and displayed on the visual interface of the data display unit, the method further comprises receiving a display instruction input by the target object to the visual interface; and adjusting the current display mode of the target data subset according to the display instruction, wherein the current display mode comprises at least one of a line chart, a bar chart, a column chart, a pie chart, a scatter chart, a box chart, a heat map, a stacked bar chart, a stacked area chart, and a parallel coordinate chart.

[0009] In an example embodiment, before determining the target data subset of the data set corresponding to the display requirement of the target object, the method further comprises analyzing the display requirement to determine the storage parameters that need to be visually displayed by the target object, wherein the storage parameters are used to indicate the key management parameters of the storage area of the stored carbon dioxide, and the key management parameters comprise at least one of the migration parameters of the carbon dioxide, the formation response parameters of the stored carbon dioxide, the atmospheric environment parameters corresponding to the storage area, the soil environment parameters corresponding to the storage area, and the water environment parameters of the shallow low groundwater corresponding to the storage area; and using the storage parameters to filter the data sets corresponding to different types of data to determine the target data set matching the display requirement.

[0010] In an example embodiment, after the target data subset is transmitted to the data display unit and displayed on the visual interface of the data display unit, the method further comprises starting a preset function of the data display unit for interface division of the visual interface, wherein the preset function is used to adjust the size of the display area corresponding to the visual interface and the parameter type corresponding to the display area; in a case where the target object needs to display a plurality of storage parameters, sorting the plurality of storage parameters according to a preset parameter priority to obtain a display priority of the plurality of storage parameters; and configuring the display content of the preset function based on the display priority one by one.

[0011] In an example embodiment, after the target data subset is transmitted to the data display unit and displayed on the visual interface corresponding to the data display unit through the display mode, the method further comprises: obtaining a first data point graph of the initial data corresponding to the storage area before the carbon dioxide is stored; transforming the target data subset displayed on the visual interface to obtain a second data point graph of the real-time data corresponding to the storage area after the carbon dioxide is stored; and determining whether the storage area has abnormal leakage based on the first data point graph and the second data point graph.

[0012] According to another aspect of the embodiments of the present application, a carbon storage monitoring platform data processing system is further provided, which comprises: a transmission module configured to transmit parameter data collected by a preset monitoring device in a storage area to a data processing unit for processing to obtain data sets corresponding to different types of data, when the real-time data loading unit collects the parameter data; a determination module configured to determine a target data subset of a data set corresponding to a display requirement of a target object, when the display requirement is received, wherein the data set comprises a plurality of data subsets of different time segments, and the display requirement further comprises a display mode corresponding to the target data subset; and a display module configured to transmit the target data subset to a data display unit and display the target data subset on a visual interface corresponding to the data display unit through the display mode, wherein the data display unit at least comprises a visual area schematic diagram of a storage area corresponding to the stored carbon dioxide.

[0013] According to still another aspect of the embodiments of the present application, a computer readable storage medium is further provided, which stores a computer program, wherein the computer program is configured to execute the carbon storage monitoring platform data processing method when running.

[0014] According to still another aspect of the embodiments of the present application, an electronic device is further provided, which comprises a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the carbon storage monitoring platform data processing method through the computer program.

[0015] According to still another aspect of the embodiments of the present application, a computer program product is further provided, which comprises a computer program, and the carbon storage monitoring platform data processing method is executed by the processor when the computer program is executed.

[0016] Through the application, in the case that the real-time data loading unit collects parameter data collected by the preset monitoring device in the sealing area, the parameter data is transmitted to the data processing unit for processing to obtain data sets corresponding to different types of data; in the case that the display requirement of the target object is received, the target data subset of the data set corresponding to the display requirement is determined, wherein the data set contains multiple data subsets of different time segments, and the display requirement further includes a display mode corresponding to the target data subset; the target data subset is transmitted to the data display unit, and the target data subset is displayed on the visual interface corresponding to the data display unit after being processed by the display mode, wherein the data display unit at least includes a visual area schematic diagram constructed for the sealing area corresponding to the sealed carbon dioxide. The above technical solution solves the problem that the parameter monitoring platform of carbon dioxide has few types of processable data and a simple data display process. Further, a carbon dioxide parameter monitoring platform with diversified data processing and rich display types is provided. Thus, more comprehensive and intuitive monitoring and analysis functions are provided. BRIEF DESCRIPTION OF DRAWINGS

[0017] The accompanying drawings, which are incorporated herein and form part of the specification, illustrate embodiments consistent with the present application and, together with the description, further serve to explain the principles of the application.

[0018] In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the drawings needed to be used in the embodiments or prior art description will be briefly introduced as follows. Obviously, those drawings can also provide other drawings for those skilled in the art without creative labor.

[0019] Figure 1 is a hardware structure block diagram of a computer terminal of a carbon sealing monitoring platform data processing method according to an embodiment of the present application;

[0020] Figure 2 is a flowchart of a carbon sealing monitoring platform data processing method according to an embodiment of the present application;

[0021] Figure 3 is a structure schematic diagram of a carbon dioxide sealing parameter monitoring system according to an embodiment of the present application;

[0022] Figure 4 is a carbon dioxide sealing parameter monitoring display platform schematic diagram according to an embodiment of the present application;

[0023] Figure 5 is a corner reflector CR installation diagram according to an embodiment of the present application;

[0024] Figure 6is a structural block diagram of processing of carbon sequestration monitoring platform data according to an embodiment of the present application. DETAILED DESCRIPTION

[0025] In order to enable persons skilled in the art to better understand the present application, the technical solutions in the embodiments of the present application will be described clearly and completely below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in the present application, all other embodiments obtained by persons skilled in the art without creative work should fall within the protection scope of the present application.

[0026] It should be noted that the terms "first", "second", and the like in the specification and claims of the present application and the above-described drawings are used to distinguish similar objects, and do not necessarily indicate a specific order or a chronological sequence. It should be understood that the data thus used can be interchanged under appropriate circumstances, so that the embodiments of the present application described herein can be implemented in an order other than that illustrated or described herein. In addition, the terms "include" and "have" and any variations thereof are intended to cover non-exclusive inclusion, for example, a process, method, system, product or device including a series of steps or units does not necessarily have to include only those steps or units clearly listed, but can include other steps or units not clearly listed or inherent to the process, method, product or device.

[0027] The method embodiments provided in the embodiments of the present application can be executed in a computer terminal, a mobile terminal or similar computing devices. Taking the case of running on a computer terminal, Figure 1 is a hardware structural block diagram of a computer terminal of a carbon sequestration monitoring platform data processing method according to an embodiment of the present application. As shown in Figure 1 , the computer terminal can include one or more (only one is shown in Figure 1 ) processor 102 (the processor 102 can include but is not limited to a processing device such as a microprocessor (Central Processing Unit, CPU) or a field programmable gate array (Field Programmable Gate Array, FPGA)) and a memory 104 for storing data, wherein the above-mentioned computer terminal can further include a transmission device 106 for communication function and an input and output device 108. Those skilled in the art can understand that Figure 1 the structure shown is only schematic, which does not limit the structure of the above-mentioned computer terminal. For example, the computer terminal can further include more or less components than Figure 1 shown, or have a different configuration from Figure 1 shown.

[0028] The memory 104 can be configured to store computer programs, for example, software programs of application software and modules, such as a computer program corresponding to the carbon sequestration monitoring platform data processing method in the embodiments of the present application. The processor 102 can execute various functional applications and data processing, that is, implement the above method, by running the computer program stored in the memory 104. The memory 104 can include a high-speed random access memory, and can further include a non-volatile memory, such as one or more magnetic storage devices, flash memories, or other non-volatile solid-state memories. In some examples, the memory 104 can further include a memory remotely arranged with respect to the processor 102, and the remote memory can be connected to the computer terminal through a network. Examples of the above network include, but are not limited to, the Internet, an intranet, a local area network, a mobile communication network, and a combination thereof.

[0029] The transmission device 106 is configured to receive or send data via a network. A specific example of the above network can include a wireless network provided by a communication provider of the computer terminal. In one example, the transmission device 106 includes a network adapter (Network Interface Controller, NIC) which can be connected to other network devices through a base station so as to communicate with the Internet. In one example, the transmission device 106 can be a radio frequency (Radio Frequency, RF) module configured to communicate with the Internet in a wireless manner.

[0030] In the embodiments, a carbon sequestration monitoring platform data processing method is provided, Figure 2 is a flowchart of a carbon sequestration monitoring platform data processing method according to the embodiments of the present application, as shown in Figure 2 The flowchart includes the following steps S202-S206:

[0031] Step S202: In a case where the real-time data loading unit collects parameter data collected by a preset monitoring device in a sequestration area, the parameter data is transmitted to the data processing unit for processing to obtain a data set corresponding to different types of data;

[0032] Step S204: In a case where a display requirement of a target object is received, a target data sub-set of the data set corresponding to the display requirement is determined, wherein the data set includes a plurality of data sub-sets of different time segments, and the display requirement further includes a display mode corresponding to the target data sub-set;

[0033] Step S206: transmitting the target data sub-set to the data display unit, and displaying the target data sub-set on the visual interface corresponding to the data display unit after processing by the display mode.

[0034] In the above step, in the case that the real-time data loading unit collects parameter data collected by the preset monitoring device in the storage area, the parameter data is transmitted to the data processing unit for processing to obtain a data set corresponding to different types of data; in the case that a display requirement of a target object is received, a target data sub-set of the data set corresponding to the display requirement is determined, wherein the data set contains a plurality of data sub-sets of different time segments, and the display requirement further includes a display mode corresponding to the target data sub-set; the target data sub-set is transmitted to the data display unit, and the target data sub-set is displayed on the visual interface corresponding to the data display unit after processing by the display mode, wherein at least a visual area schematic diagram of the storage area corresponding to the stored carbon dioxide is constructed in the data display unit. The above technical solution solves the problem that the parameter monitoring platform of carbon dioxide has few types of processable data and a simple data display process. Further, a parameter monitoring platform of carbon dioxide with diversified data processing and rich display types is provided. Thus, more comprehensive and intuitive monitoring and analysis functions are provided.

[0035] In one exemplary embodiment, the parameter monitoring system further comprises a warning unit. After the target data sub-set is displayed on the visual interface corresponding to the data display unit after processing by the display mode, the above method further comprises: determining the similarity between the data image displayed on the visual interface and the preset warning data image; in the case that the similarity is greater than or equal to a similarity warning threshold, determining that the warning unit sends a warning prompt to the management object of the storage area, wherein the warning prompt is used to indicate that the current parameter data is abnormal, and the running state of the preset monitoring device is determined; in the case that the similarity is less than the similarity warning threshold, determining that the warning unit sends prompt information to the management object of the storage area, wherein the prompt information is used to determine whether to maintain the monitoring of the parameter monitoring system on the storage area.

[0036] Optionally, suppose the parameter monitoring system monitors temperature data of a factory. The early warning unit displays the temperature data on the visualization interface, and the system sets a preset alarm data image, such as triggering an alarm when a certain temperature exceeds the set threshold. The system automatically detects the similarity between the current data image and the preset alarm data image. If the similarity is higher than the threshold, the system sends an alarm prompt to the management object, prompting that the current temperature is abnormal and the monitoring equipment needs to be checked; if the similarity is lower than the threshold, the system sends a prompt message to ask whether the sealed area needs to be continuously monitored. This method can help managers quickly and accurately find data anomalies, avoid false positives or false negatives caused by subjective judgment, and improve the efficiency and reliability of the monitoring system. At the same time, by automatically judging the similarity, the workload of the management personnel is reduced, making the monitoring system more intelligent and automated.

[0037] In an exemplary embodiment, after the target data subset is transmitted to the data display unit and displayed on the corresponding visualization interface of the data display unit after being processed by the display method, the method further comprises: receiving a display instruction input by the target object to the visualization interface; and adjusting the current display method of the target data subset according to the display instruction, wherein the current display method at least includes one of the following: line chart, bar chart, column chart, pie chart, scatter plot, box plot, heat map, stacked bar chart, stacked area chart, parallel coordinate chart.

[0038] Optionally, there are many image display methods for data, and the following are some common methods:

[0039] (1) Bar Chart: used to show the amount of data in different categories, and the length of the bar represents the numerical value.

[0040] (2) Histogram: used to show data distribution, usually used to show the frequency distribution of continuous data.

[0041] (3) Line Chart: used to show the trend of data changes over time or sequence.

[0042] (4) Pie Chart: used to show the proportion of each part to the whole.

[0043] (5) Scatter Plot: used to show the relationship between two variables, and each point represents two numerical values of a data point.

[0044] (6) Box Plot: used to show the distribution of data, including median, quartile, outliers, etc.

[0045] (7) Heatmap: The numerical size of the matrix data is shown by color change.

[0046] In an exemplary embodiment, in the case of receiving a display requirement of a target object, before determining a target data subset of the data set corresponding to the display requirement, the above method further comprises: analyzing the display requirement to determine the sequestration parameters required by the target object for visual display, wherein the sequestration parameters are used to indicate the key management parameters of the sequestration area of the sequestrated carbon dioxide, and the key management parameters at least include one of the following: carbon dioxide migration parameters, sequestrated carbon dioxide formation response parameters, sequestration area corresponding atmospheric environment parameters, sequestration area corresponding soil environment parameters, and sequestration area corresponding shallow low groundwater water environment parameters; and using the sequestration parameters to filter the data sets corresponding to different types of data to determine the target data set matching the display requirement.

[0047] Optionally, the carbon dioxide migration parameters mainly include high-power time-frequency electromagnetic monitoring and gravity monitoring, and the specific monitoring methods are as follows:

[0048] (1) High-power time-frequency electromagnetic monitoring: first, the resistivity theoretical model is obtained through the field borehole electrical logging data, combined with field tests, the field construction parameters are optimized and determined; second, combined with fine design of field reconnaissance, a flexible ground monitoring network is established to fully cover the carbon dioxide sequestration area; third, RTK precise positioning is used for one-time burial of shielding lines and non-polarized tanks, and the point and instrument number are one-to-one corresponding; the rolling collection mode of 200kW high-power field building, 100A large current excitation, multiple transmission and multiple simultaneous reception is adopted to exclude interference factors and obtain meaningful amplitude anomaly values; finally, the electromagnetic data are processed, high-precision inversion and comparative analysis are performed on the anomalies of each line and each point to obtain the occurrence state and distribution range of the flow state carbon dioxide in the underground space, which provides a basis for the evaluation of the carbon dioxide sequestration effect.

[0049] (2) Gravity monitoring: microgravity monitoring method is a geophysical method based on the density difference of underground matter to study the distribution law of geological structure. Any object on the earth's surface is affected by the earth's gravity, and the change of gravity is related to the uneven distribution of underground matter density. Therefore, by monitoring the microgravity data collection, extracting and analyzing the residual gravity anomaly of the injection and production layer, the gravity change caused by the uneven distribution of underground matter density can be studied, and the fluid enrichment characteristics in the injection and production layer of the gas storage reservoir can be interpreted and evaluated. At the same time, as a deep exploration and high-resolution geophysical method, the instrument equipment of microgravity monitoring method is relatively light and fast, and has strong mobility, which can be used for monitoring work in this area.

[0050] Optionally, the above-mentioned carbon dioxide storage formation response parameters mainly include ground deformation (upheaval or subsidence) monitoring. InSAR ground deformation monitoring and GNSS monitoring are used. GNSS is a very effective deformation monitoring technology, and it has become a trend to combine it with other sensors for ground deformation monitoring. The GNSS monitoring system transmits GNSS monitoring data in real time through a data communication network (4G / 5G / wireless) to realize real-time tracking of ground deformation and displacement changes and provide high-precision three-dimensional coordinate information automatically and all-weather. This technology has been widely used in national geological disasters, geological disasters along the transportation line, mine geological disasters, water conservancy and hydropower monitoring, etc.

[0051] Optionally, the above-mentioned atmospheric environment parameter monitoring corresponding to the storage area is mainly online monitoring supplemented by manual inspection. The atmosphere is strongly affected by weather, season, terrain, and other factors, and changes with time and space. Therefore, for monitoring the quality of the atmospheric environment, first of all, according to the purpose of monitoring, carry out careful on-site investigation and data collection (weather, climate, hydrological conditions) in the early stage, and deploy. Small weather stations are used for online monitoring in the injection well-centered injection center area; if necessary, related detection devices can be appropriately supplemented to test air temperature, temperature, air pressure, etc.; in the extension area outside the injection area, manual inspection is implemented according to the point distribution principle.

[0052] Optionally, the above-mentioned soil environment parameter monitoring corresponding to the storage area usually has three kinds of closed dynamic accumulation chamber measurement (CDC), open dynamic accumulation chamber measurement (ODC), and closed static accumulation chamber measurement (CSC). Among them, the open dynamic accumulation chamber measurement method is the most reliable method for measuring soil carbon dioxide flux, that is, by extracting soil gas into the accumulation chamber, then using a closed-circuit infrared detector to monitor the carbon dioxide flux, temperature and humidity in the soil gas. Real-time monitoring mainly refers to the use of sensor probes to realize online real-time dynamic monitoring of data by monitoring software by densifying the points around the injection well and the monitoring well.

[0053] In an exemplary embodiment, after the target data subset is transmitted to the data display unit and displayed on the visualization interface corresponding to the data display unit after being processed by display, the method further comprises: starting the preset function of the data display unit for interface division of the visualization interface, wherein the preset function is used to adjust the display area size corresponding to the visualization interface and the parameter type corresponding to the display area; in the case where the target object needs to display a plurality of storage parameters, the plurality of storage parameters are sorted according to the preset parameter priority to obtain the display priority of the plurality of storage parameters; and the display content of the preset function is configured one by one based on the display priority.

[0054] It can be understood that in a monitoring system, a user needs to view data of multiple sensors and hopes to highlight some important parameters. The user starts the interface division function of the visualization interface through the preset function, divides the interface into two areas, one displays important parameters, and the other displays other parameters. According to the preset parameter priority, the system automatically displays important parameters in one area and other parameters in the other area. The user can adjust the interface size and parameter type according to needs, so that important parameters are more prominent, while retaining the display of other parameters. The user can also adjust the display priority according to needs, reconfigure the display content, to meet the data display needs in different situations. In this way, the user can more conveniently view data and better understand the information in the monitoring system.

[0055] In an exemplary embodiment, after the target data subset is transmitted to the data display unit and displayed on the visualization interface corresponding to the data display unit after being processed by the display mode, the method further comprises: obtaining a first data point graph of initial data corresponding to the sealing area before the carbon dioxide is sealed; transforming the target data subset displayed on the visualization interface to obtain a second data point graph of real-time data corresponding to the sealing area after the carbon dioxide is sealed; and determining whether the sealing area has abnormal leakage based on the first data point graph and the second data point graph.

[0056] It can be understood that the first data point graph of initial data corresponding to the sealing area before the carbon dioxide is sealed can be used as reference data for subsequent comparison and analysis. Transforming the target data subset displayed on the visualization interface to obtain the second data point graph of real-time data corresponding to the sealing area after the carbon dioxide is sealed can help the user to monitor the change of data in real time. Determining whether the sealing area has abnormal leakage based on the first data point graph and the second data point graph can help the user to find problems in time and take corresponding measures, so as to ensure the safety of the sealing area.

[0057] Obviously, the above-described embodiments are only part of the embodiments of the present application, not all. In order to better understand the above method, the above process is described in combination with the embodiments below, but not used to limit the technical solutions of the embodiments of the present application, specifically:

[0058] The optional embodiment of the application provides a parameter data display method for carbon dioxide storage, to solve the problems of few processable data types and simple data display process of the carbon dioxide parameter monitoring platform. The method mainly collects data of different carbon dioxide storage parameters first. Then, the carbon dioxide storage parameter data is classified according to different types and a suitable display mode is selected. Finally, the carbon dioxide storage parameter data is displayed on a visual interface. Thus, the distribution of carbon dioxide concentration in the storage area can be intuitively displayed, helping users better understand the environmental monitoring data.

[0059] Optionally, Figure 3 The optional embodiment of the application provides a parameter monitoring system structure diagram for carbon dioxide storage; the system at least includes a real-time data loading unit 32, a data processing unit 34 and a data display unit 36.

[0060] Optionally, the real-time data loading unit 32 is used to obtain real-time carbon dioxide storage related data such as temperature, humidity, air pressure and other parameters from sensors or other monitoring devices. Its main function is to monitor the changes of various key parameters in the carbon dioxide storage process in real time, to ensure stable operation of the system.

[0061] Optionally, the data processing unit 34 is used to process and analyze the data obtained from the real-time data loading unit, extract useful information, and store and manage it. Its main function is to help users understand the running status of the carbon dioxide storage system through data processing and analysis, to find problems in time and take corresponding measures.

[0062] Optionally, the data display unit 36 is used to display the processed data to the user in a visual way, usually through charts, curves and other forms. Its main function is to let the user intuitively understand the running status of the carbon dioxide storage system, to help the user make decisions and adjustments. At the same time, the data display unit can also provide an alarm function to notify the user in time when the system is abnormal.

[0063] It should be noted that the real-time data loading unit needs to ensure that the data loading unit can accurately collect the monitoring parameter data transmitted by the sensor, and can timely transmit to the data processing unit. Therefore, attention should be paid to the accuracy and stability of the sensor, as well as the reliability and real-time performance of data transmission. The data processing unit needs to be able to process and analyze the collected monitoring parameter data to realize the monitoring and early warning of the system running state. Attention should be paid to the accuracy and effectiveness of the data processing algorithm to ensure that the monitoring function of the system can operate normally. The data display unit needs to be able to display the processed monitoring parameter data in an intuitive way, which is convenient for the operator to monitor and make decisions in real time. It is necessary to ensure that the interface design of the data display unit is clear and easy to understand, and can clearly reflect the running state of the system.

[0064] Optionally, Figure 4 According to an embodiment of the present application, a parameter monitoring and display platform for carbon dioxide storage is provided. The platform is mainly divided into three display areas: carbon dioxide storage parameter data display area, carbon dioxide storage terrain map display area, and carbon dioxide storage parameter data analysis display area. Specifically as follows:

[0065] The first display area is the carbon dioxide storage parameter data display area. The upper left of this area displays the main parameters of carbon dioxide storage monitoring, including soil monitoring, groundwater monitoring, atmospheric soil carbon dioxide concentration monitoring, GNSS ground deformation monitoring, and corner reflector CR (Corner Reflector), etc. The middle is the display state of HN1, HN2, HN3 and SE4 parameters. The lower left is the real-time data display.

[0066] Optionally, the soil monitoring includes soil carbon dioxide flux monitoring, carbon dioxide humidity and temperature monitoring. Among them, the soil carbon dioxide flux monitoring method usually has three kinds of closed dynamic accumulation chamber measurement method (CDC), open dynamic accumulation chamber measurement method (ODC) and closed static accumulation chamber measurement method (CSC). Among them, the open dynamic accumulation chamber measurement method is the most reliable method for measuring soil carbon dioxide flux, that is, by extracting soil gas into the accumulation chamber, and then using a closed-circuit infrared detector to monitor the soil gas carbon dioxide flux, temperature and humidity. Real-time monitoring mainly refers to the use of sensor probes to realize online real-time dynamic monitoring of data through monitoring software by densifying the points around the injection well and monitoring well.

[0067] Optionally, the groundwater monitoring mainly monitors the instantaneous water temperature, pH value, dissolved oxygen, conductivity, turbidity and oxidation-reduction potential. Specifically as follows:

[0068] (1) Instantaneous water temperature: Monitoring water temperature can help understand the thermal conditions of groundwater, grasp the temperature changes of water bodies, and further determine the source, flow direction and water quality of groundwater. Through monitoring water temperature, abnormal conditions can be found in time and measures can be taken to adjust.

[0069] (2) PH value: PH value is an important parameter reflecting the acidity and alkalinity of water body, which can be used to evaluate the acidity and alkalinity of groundwater and determine whether the water body is polluted. Monitoring PH value can find abnormal conditions of acidity and alkalinity in groundwater in time, and protect groundwater resources and ecological environment.

[0070] (3) Dissolved oxygen: Dissolved oxygen is an important indicator to evaluate the oxygen content in water body, which plays an important role in water body biological growth and ecological environment. Monitoring dissolved oxygen can understand the oxygen content in groundwater, determine whether the water body is rich in oxygen, and find out the conditions of water body rich in oxygen or lack of oxygen in time.

[0071] (4) Conductivity: Conductivity is an index of water conductivity, which can reflect the content of dissolved solid substances in water, such as salts and minerals. Monitoring conductivity can determine the salinity of groundwater, understand the water quality, and find out the salinity pollution of groundwater in time.

[0072] (5) Turbidity: Turbidity is an index of suspended particulate matter content in water body, which can reflect the transparency and cleanliness of water body. Monitoring turbidity can determine the content of suspended particulate matter in groundwater, understand the water quality, and find out the pollution of suspended particulate matter in groundwater in time.

[0073] (6) Oxidation-reduction potential: Oxidation-reduction potential is an important parameter reflecting the oxidation-reduction property of water, which can determine the oxidation-reduction environment of water body and understand the chemical properties of water body. Monitoring oxidation-reduction potential can help understand the oxidation-reduction property of groundwater, determine whether the water body is polluted by oxidation-reduction, and take measures to adjust in time.

[0074] Optionally, the corner reflector CR is used in the loess plateau where residents are relatively rare, buildings are sparsely distributed, there are many gullies, seasonal changes are large, and it is difficult to identify enough PS candidate points to meet the monitoring requirements. Since the CR is made of metal material, and the normal direction of the CR can be guaranteed to be parallel to the incident direction of radar wave during installation, the reflection intensity of the CR is usually much larger than that of the surrounding objects. Considering the backscattering characteristics of the CR and the wavelength of the selected Radarsat-2 satellite, the side length of the CR is determined to be 1.2 m. The CR is made of light and cheap aluminum material, and adopts a double-layer structure of aluminum plate and galvanized iron sheet. The aluminum plate is the reflecting surface, with a thickness of 3 mm, and the galvanized iron sheet is used to protect the reflecting surface and is pasted under the aluminum plate, with a thickness of 1 mm, as shown in Figure 5 . Figure 5It is a mounting diagram of corner reflector CR. A small square hole with a side length of 3 cm is left at the top corner of the bottom panel for drainage when it rains. The base is cast in its entirety, and the artificial corner reflector is buried to a depth of 0.6 m, with a foundation area of 1.5 m x 1.5 m. In order to save the amount of cement and sand used during pouring, the riveting point of the bracket and the 3 edges of the CR is designed at the midpoint of the edge.

[0075] Optionally, in the field of carbon dioxide geological storage, HN1, HN2, HN3, and SE4 refer to indicators used to evaluate the suitability of a geological storage site. When these indicators are normal, it means that the geological storage site has good storage conditions and can effectively store carbon dioxide and reduce the risk of its release into the atmosphere. HN1, HN2, and HN3 are usually used to evaluate the properties and storage capacity of underground reservoirs, while SE4 is used to evaluate the groundwater dynamics of the geological storage site. When these indicators are normal, it means that the geological storage site has high storage efficiency and safety, making it suitable for carbon dioxide geological storage.

[0076] The second display area is the carbon dioxide storage topographic map display area. This area mainly displays the monitoring points distributed in the entire monitoring area. By clicking on different monitoring points in the topographic map visualization interface, the changes in various parameters in the carbon dioxide storage parameter data display area can be monitored in real time. Through the topographic map visualization interface, the location, terrain, and geological features of the carbon dioxide storage site can be intuitively displayed, helping people better understand the overall situation of the carbon dioxide storage project.

[0077] The third display area is the carbon dioxide storage parameter data analysis display area. This area mainly displays the InSAR deformation statistical analysis results. It includes the area statistics of different deformation rate regions displayed in a bar chart and the area proportion of different deformation rate regions displayed in a fan chart. In addition, this area can also display related deformation sensor working information.

[0078] Optionally, the synthetic aperture radar interferometry (InSAR) technology can provide low investment, large coverage area, high spatial and temporal resolution of surface deformation information, and has become a powerful tool for studying ground deformation.

[0079] In summary, the optional embodiments of the present application first collect data of different carbon dioxide storage parameters. Comprehensive environmental monitoring data, including carbon dioxide concentration, storage area size, storage time, and other parameters, are obtained, so that the environmental conditions can be more accurately understood. Then, the carbon dioxide storage parameter data is classified according to different types and a suitable display method is selected. Thus, the data is more clear and easy to understand, and the user can quickly obtain information. Finally, the carbon dioxide storage parameter data is displayed on a visualization interface. In this way, the distribution of carbon dioxide concentration in the storage area can be intuitively displayed, helping users better understand the environmental monitoring data. Through the visualization interface, users can intuitively see the trend of data changes through charts, maps, and other forms, more easily find problems and trends, and thus make better decisions and optimize the environmental storage strategy.

[0080] Through the description of the above embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be realized by means of software and the necessary general hardware platform, of course, it can also be realized by hardware, but in many cases the former is a better embodiment. Based on such understanding, the technical solutions of the present application can be embodied in the form of a software product, which is stored in a storage medium (such as ROM / RAM, magnetic disk, optical disk) and includes a plurality of instructions for causing a terminal device (which can be a mobile phone, computer, server, or network device) to execute the methods of various embodiments of the present application.

[0081] In the present embodiment, a carbon storage monitoring platform data processing system is also provided, which is used to implement the above-mentioned embodiments and preferred embodiments, and will not be described again. As used below, the term "module" can be a combination of software and / or hardware that implements a predetermined function. Although the devices described in the following embodiments are preferably implemented in software, hardware or a combination of software and hardware is also possible and is contemplated.

[0082] Figure 6 is a structural block diagram of a carbon storage monitoring platform data processing system according to an embodiment of the present application, which includes:

[0083] The transmission module 62 is configured to, when the real-time data loading unit collects parameter data collected by the preset monitoring device in the storage area, transmit the parameter data to the data processing unit for processing to obtain a data set corresponding to different types of data;

[0084] The determining module 64 is configured to determine a target data subset of the data set corresponding to the display requirement of the target object when the display requirement is received, wherein the data set comprises a plurality of data subsets of different time segments, and the display requirement further comprises a display mode corresponding to the target data subset.

[0085] The display module 66 is configured to transmit the target data subset to the data display unit and display the target data subset on a visual interface corresponding to the data display unit after processing by the display mode, wherein the data display unit at least comprises a visual area schematic diagram of a storage area corresponding to the stored carbon dioxide.

[0086] The above system, when the real-time data loading unit collects parameter data collected by a preset monitoring device in the storage area, transmits the parameter data to the data processing unit for processing to obtain a data set corresponding to different types of data; when a display requirement of a target object is received, determines a target data subset of the data set corresponding to the display requirement, wherein the data set comprises a plurality of data subsets of different time segments, and the display requirement further comprises a display mode corresponding to the target data subset; transmits the target data subset to the data display unit and displays the target data subset on a visual interface corresponding to the data display unit after processing by the display mode, wherein the data display unit at least comprises a visual area schematic diagram of a storage area corresponding to the stored carbon dioxide. The above technical solution solves the problem that the parameter monitoring platform of carbon dioxide has few types of processable data and a simple data display process. Further, a parameter monitoring platform of carbon dioxide with diversified data processing and rich display types is provided. Thus, more comprehensive and intuitive monitoring and analysis functions are provided.

[0087] In an exemplary embodiment, the above system further comprises a warning module configured to determine a similarity between a data image displayed on the visual interface and a preset warning data image after the target data subset is displayed on the visual interface of the data display unit by the display mode; determine that an alarm prompt is sent to a management object of the storage area by a warning unit when the similarity is greater than or equal to a similarity alarm threshold, wherein the alarm prompt is used to indicate that the current parameter data is abnormal, and the running state of the preset monitoring device is determined; and determine that prompt information is sent to the management object of the storage area by the warning unit when the similarity is less than the similarity alarm threshold, wherein the prompt information is used to determine whether to maintain the monitoring of the parameter monitoring system on the storage area.

[0088] In an example embodiment, the system further comprises a receiving module configured to, after transmitting the target data subset to the data display unit and displaying the target data subset on the visual interface of the data display unit, receive a display instruction input by the target object on the visual interface; and adjust the current display mode of the target data subset according to the display instruction, wherein the current display mode comprises at least one of a line chart, a bar chart, a column chart, a pie chart, a scatter chart, a box chart, a heat map, a stacked bar chart, a stacked area chart, and a parallel coordinate chart.

[0089] In an example embodiment, the system further comprises an analyzing module configured to, before determining the target data subset of the data set corresponding to the display requirement of the target object, analyze the display requirement, and determine a sealing parameter required by the target object for visual display, wherein the sealing parameter is used to indicate a key management parameter of a sealing area of the sealed carbon dioxide, and the key management parameter comprises at least one of a migration parameter of the carbon dioxide, a formation response parameter of the sealed carbon dioxide, an atmospheric environment parameter corresponding to the sealing area, a soil environment parameter corresponding to the sealing area, and a water environment parameter of shallow low groundwater corresponding to the sealing area; and filter the data sets corresponding to different types of data using the sealing parameter to determine the target data set matching the display requirement.

[0090] In an example embodiment, the system further comprises a starting module configured to, after transmitting the target data subset to the data display unit and displaying the target data subset on the visual interface of the data display unit, start a preset function of the data display unit for interface division of the visual interface, wherein the preset function is used to adjust a display area size corresponding to the visual interface and a parameter type corresponding to the display area; in a case where a plurality of sealing parameters required to be displayed by the target object are determined, sort the plurality of sealing parameters according to a preset parameter priority to obtain a display priority of the plurality of sealing parameters; and configure display content of the preset function based on the display priority one by one.

[0091] In an example embodiment, the system further comprises an obtaining module configured to, after transmitting the target data subset to the data display unit and displaying the target data subset on the visual interface of the data display unit, obtain a first data point graph of initial data corresponding to the sealing area before the sealing area seals the carbon dioxide; convert the target data subset displayed on the visual interface to obtain a second data point graph of real-time data corresponding to the sealing area after the sealing area seals the carbon dioxide; and determine whether the sealing area has abnormal leakage based on the first data point graph and the second data point graph.

[0092] The embodiment of the present application further provides a computer readable storage medium, which stores a computer program, and the computer program is configured to execute the steps in any of the method embodiments when being executed.

[0093] Optionally, in the embodiment, the storage medium is configured to store a computer program for executing the following steps.

[0094] S1, in the case that the real-time data loading unit collects parameter data collected by a preset monitoring device in a sealing area, the parameter data is transmitted to the data processing unit for processing to obtain a data set corresponding to different types of data;

[0095] S2, in the case that a display requirement of a target object is received, a target data subset of the data set corresponding to the display requirement is determined, wherein the data set contains a plurality of data subsets of different time segments, and the display requirement further includes a display mode corresponding to the target data subset;

[0096] S3, the target data subset is transmitted to the data display unit, and the target data subset is displayed on a visual interface corresponding to the data display unit after being processed by the display mode, wherein the data display unit at least includes a visual area schematic diagram of a sealing area corresponding to the sealed carbon dioxide.

[0097] In one example embodiment, the computer readable storage medium can include, but is not limited to, a U disk, a read-only memory (ROM), a random access memory (RAM), a mobile hard disk, a magnetic disk or an optical disk, and various media that can store computer programs.

[0098] The specific examples in the embodiment can refer to the examples described in the above embodiments and example embodiments, and the embodiment will not be described here.

[0099] The embodiment of the present application further provides a computer program product, which includes a computer program, and the computer program is configured to execute the steps in any of the method embodiments when being executed by a processor.

[0100] The embodiment of the present application further provides another computer program product, which includes a non-volatile computer readable storage medium, and the non-volatile computer readable storage medium stores a computer program, and the computer program is configured to execute the steps in any of the method embodiments when being executed by a processor.

[0101] The embodiment of the present application further provides an electronic device, comprising a memory and a processor, the memory stores a computer program, and the processor is configured to execute the computer program to perform the steps in any of the method embodiments.

[0102] Optionally, in the embodiment, the processor is configured to execute the following steps by the computer program:

[0103] S1, in the case that the real-time data loading unit collects parameter data collected by a preset monitoring device in a sealing area, the parameter data is transmitted to the data processing unit for processing to obtain a data set corresponding to different types of data;

[0104] S2, in the case that a display requirement of a target object is received, a target data sub-set of the data set corresponding to the display requirement is determined, wherein the data set comprises a plurality of data sub-sets of different time segments, and the display requirement further comprises a display mode corresponding to the target data sub-set;

[0105] S3, the target data sub-set is transmitted to the data display unit, and the target data sub-set is displayed on a visual interface corresponding to the data display unit after processing by the display mode, wherein the data display unit at least comprises a visual area schematic diagram of a sealing area corresponding to the sealed carbon dioxide.

[0106] In one exemplary embodiment, the electronic device can further comprise a transmission device and an input and output device, wherein the transmission device is connected with the processor, and the input and output device is connected with the processor.

[0107] The specific examples in the embodiment can refer to the examples described in the above embodiments and exemplary implementation manners, and the embodiment will not be described here.

[0108] Obviously, those skilled in the art should understand that the modules or steps of the present application described above can be realized by general computing devices, which can be concentrated on a single computing device or distributed on a network composed of multiple computing devices, and they can be realized by program codes executable by the computing devices, so that they can be stored in storage devices and executed by the computing devices, and in some cases, the steps shown or described can be executed in different order, or they can be manufactured into individual integrated circuit modules, or multiple modules or steps can be manufactured into a single integrated circuit module. Thus, the present application is not limited to any specific combination of hardware and software.

[0109] The above merely describes the preferred embodiments of the present application, and it should be pointed out that, for those skilled in the art, some improvements and refinements can be made without departing from the principles of the present application, and these improvements and refinements should also be considered as the protection scope of the present application.

Claims

1. A method for processing data from a carbon sequestration monitoring platform, characterized in that, A parameter monitoring system for carbon dioxide storage, comprising: a real-time data loading unit, a data processing unit, and a data display unit, wherein the method includes: When the real-time data loading unit collects parameter data collected by the preset monitoring device in the sealed area, the parameter data is transmitted to the data processing unit for processing to obtain data sets corresponding to different types of data. Upon receiving a display request for a target object, a target data subset corresponding to the data set is determined, wherein the data set contains multiple data subsets for different time periods, and the display request further includes at least the display method corresponding to the target data subset; The target data subset is transmitted to the data display unit, and the target data subset is processed and displayed on the visualization interface corresponding to the data display unit through the display method. The data display unit contains at least a visualization area diagram for the storage area corresponding to the stored carbon dioxide.

2. The method according to claim 1, characterized in that, The parameter monitoring system further includes: an early warning unit, which processes the target data subset and displays it on the visualization interface corresponding to the data display unit using the display method; the method further includes: Determine the similarity between the data image displayed on the visualization interface and the preset alarm data image; If the similarity is greater than or equal to the similarity alarm threshold, an alarm prompt is sent to the management object of the sealed area through the early warning unit. The alarm prompt is used to indicate that there is an anomaly in the current parameter data and the operating status of the preset monitoring equipment needs to be determined. If the similarity is less than the similarity alarm threshold, a prompt message is sent to the management object of the sealed area through the early warning unit. The prompt message is used to determine whether to maintain the monitoring of the sealed area by the parameter monitoring system.

3. The method according to claim 1, characterized in that, After transmitting the target data subset to the data display unit, and processing the target data subset using the display method and displaying it on the visualization interface corresponding to the data display unit, the method further includes: Receive display instructions from the target object input into the visualization interface; The current display mode of the target data subset is adjusted according to the display instruction, wherein the current display mode includes at least one of the following: line chart, bar chart, column chart, pie chart, scatter plot, box plot, heat map, stacked bar chart, stacked area chart, and parallel coordinate plot.

4. The method according to claim 1, characterized in that, Upon receiving a display request for a target object, before determining the target data subset of the data set corresponding to the display request, the method further includes: The display requirements are analyzed to determine the storage parameters that the target object needs to be visualized. The storage parameters are used to indicate the key management parameters of the storage area where carbon dioxide has been stored. The key management parameters include at least one of the following: carbon dioxide transport parameters, formation response parameters of stored carbon dioxide, atmospheric environmental parameters corresponding to the storage area, soil environmental parameters corresponding to the storage area, and water environmental parameters of shallow groundwater corresponding to the storage area. The data sets corresponding to different types of data are filtered using the sealing parameters to determine the target data set that matches the display requirements.

5. The method according to claim 1, characterized in that, After transmitting the target data subset to the data display unit, and processing the target data subset using the display method and displaying it on the visualization interface corresponding to the data display unit, the method further includes: The preset function of the data display unit for dividing the visualization interface is activated, wherein the preset function is used to adjust the size of the display area corresponding to the visualization interface and the parameter type corresponding to the display area; If multiple sealed parameters that need to be displayed for the target object are determined, the multiple sealed parameters are sorted according to the preset parameter priority to obtain the display priority of the multiple sealed parameters; Configure the display content of the preset functions one by one based on the display priority.

6. The method according to claim 1, characterized in that, After transmitting the target data subset to the data display unit, and processing the target data subset using the display method and displaying it on the visualization interface corresponding to the data display unit, the method further includes: Obtain the first data point map of the initial data corresponding to the sealed area before carbon dioxide was sealed; The target data subset displayed on the visualization interface is transformed to obtain a second data point map of the real-time data corresponding to the sealing area after carbon dioxide sealing. Based on the first data point map and the second data point map, determine whether there is any abnormal leakage in the sealed area.

7. A data processing system for a carbon sequestration monitoring platform, characterized in that, include: The transmission module is used to transmit the parameter data collected by the preset monitoring device in the sealed area to the data processing unit for processing when the real-time data loading unit collects the parameter data, so as to obtain the data set corresponding to different types of data. The determining module is used to determine a target data subset of the data set corresponding to the display requirement when a display requirement of a target object is received. The data set includes multiple data subsets of different time periods, and the display requirement further includes at least the display method corresponding to the target data subset. The display module is used to transmit the target data subset to the data display unit, and to process the target data subset and display it on the visualization interface corresponding to the data display unit through the display method. The data display unit contains at least a visualization area diagram for the storage area corresponding to the carbon dioxide storage.

8. A computer-readable storage medium, characterized in that, The computer-readable storage medium includes a stored program, wherein the program, when executed, performs the method of any one of claims 1 to 6.

9. An electronic device comprising a memory and a processor, characterized in that, The memory stores a computer program, and the processor is configured to execute the method of any one of claims 1 to 6 through the computer program.

10. A computer program product, comprising a computer program, characterized in that, When the computer program is executed by a processor, it implements the method of any one of claims 1 to 6.

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