Engineering geological data management and control method and system for urban underground space
By acquiring and integrating current and historical geological data of urban underground space, conducting periodic change analysis and predicting future geological data, the problem of engineering geological data lag is solved, the accuracy and real-time nature of the data are improved, and adverse geological risks are reduced.
Patent Information
- Application Number
- CN202411373046.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-29
- Publication Date
- 2025-01-21
AI Technical Summary
It is difficult to understand the changes in geological data in urban underground spaces in a timely manner during the construction process, resulting in data lag, reducing the accuracy of engineering geological data, and thus increasing the risk of adverse geology.
By obtaining current and historical geological data of urban underground space, perform data visualization processing, integrate data wave diagrams, conduct periodic change analysis, predict future geological data, and send the prediction results to the terminal equipment of geological data detectors.
It improves the accuracy and real time of engineering geological data, reduces the risk of adverse geology, and ensures the safety and reliability of urban underground space engineering.
Smart Images
Figure CN119338944A_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the technical field of geological exploration data management, and in particular to a method and system for controlling engineering geological data of urban underground space. Background Art
[0002] In the process of urban development, the contradiction between the expansion of production and living land and the limited urban land has become increasingly prominent. Urban planning is developing in the direction of "higher, deeper, and wider", but it is accompanied by an increasing number of adverse geological effects (landslides, ground subsidence, dangerous rocks, mudslides, etc.), making it difficult for urban planning development to be sustainable.
[0003] At present, engineering geological survey is often used to survey the engineering geological data of urban underground space in advance. The engineering geological data obtained from the survey is used as the basic data for urban planning and underground space development, providing geological data including geological structure and geological structure, site landform, hydrogeological conditions, soil layer and rock type for planning schemes. It provides forward-looking data for the design of urban underground space planning schemes and the management of surrounding geological environment, and provides a basis for the interaction between planning schemes and the existing environment during and after construction.
[0004] However, the construction period of urban underground space is relatively long, and it is difficult to understand the changes in geological data in a timely manner during the construction process. Therefore, the engineering geological data collected before construction is used for the engineering construction of urban underground space. There is a certain data lag, which reduces the accuracy of engineering geological data and thus increases the risk of adverse geology. Summary of the invention
[0005] In order to improve the accuracy of engineering geological data and reduce the risk of adverse geology, the present application provides a method and system for engineering geological data management and control of urban underground space.
[0006] In the first aspect, the present application provides a method for controlling engineering geological data of urban underground space, which adopts the following technical solution: A method for controlling engineering geological data of urban underground space, comprising: Obtaining current geological data corresponding to the current regional location of the urban underground space and historical geological data corresponding to the current regional location of the urban underground space; Performing data visualization processing on the historical geological data and the current geological data to obtain data wave line graphs corresponding to different geological type parameters in the current geological data and historical data wave line graphs corresponding to the geological type parameters corresponding to different time nodes in the historical geological data; Integrate the data wave line graph with the historical data wave line graph according to time nodes to obtain an integrated data wave line graph; Performing periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period; The future geological data is determined based on the future data wave line diagram, and the future geological data is sent to a target terminal, which is a terminal device of a geological data detection personnel.
[0007] In a preferred example, the present application can be further configured as follows: the data visualization processing is performed on the historical geological data and the current geological data to obtain the data wave line graph corresponding to different geological type parameters in the current geological data and the historical data wave line graph corresponding to the geological type parameters corresponding to different time nodes in the historical geological data, including: Create current waveform coordinates and historical waveform coordinates, the X-axis coordinates of the historical waveform coordinates are different time nodes in the historical period generated by historical geological data, the X-axis of the current waveform coordinates is the real-time time node generated by current geological data detection, and the Y-axes of the current waveform coordinates and the historical waveform coordinates are parameter values corresponding to different geological type parameters; Mapping the historical geological data to the historical fluctuation coordinates according to the time nodes corresponding to the data generation, and obtaining the historical data wave line diagram corresponding to the geological type parameters corresponding to different time nodes in the historical geological data; The current geological data is mapped to the current fluctuation coordinates according to the data generation time node, and a data wave line diagram corresponding to different geological type parameters in the current geological data is obtained.
[0008] In a preferred example, the present application may be further configured as follows: performing periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period includes: Segmenting the waveform curves of different geological type parameters in the integrated wave line diagram according to a preset wave distance to obtain a set of waveform curves corresponding to each geological type parameter; Collecting initial data and final data of parameter data changes of each waveform curve in the waveform curve set within a unit time, and performing difference calculation on the initial data and the final data to obtain the difference data corresponding to the unit time; The difference data is used as a numerator and the unit time is used as a denominator to calculate to obtain a curve representative value corresponding to each waveform curve in the waveform curve set; Sorting the curve representative values according to the corresponding waveform curve time, determining the relative periodicity of the change and development of the curve representative values, and extending and drawing the waveform curve according to the relative periodicity to obtain a future waveform curve diagram in a future time period; The future waveform curve graphs are integrated to obtain future data waveform line graphs within a future time period.
[0009] In a preferred example, the present application may be further configured as follows: performing periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period, and then further comprising: Acquire associated geological data, wherein the associated geological data is geological data corresponding to a region position adjacent to the current region position in a historical period; Determine, based on the associated geological data and the historical geological data, the geological data change in the historical geological data caused by the change in the geological data of the area position adjacent to the current area position; Determining a data association relationship according to the geological data changes and the associated geological data; Performing data visualization processing on the associated geological data to obtain associated data wave line graphs corresponding to different geological type parameters at different positions in the associated geological data; Performing periodic change analysis on the associated data wave line graph to obtain a future associated data wave line graph in a future time period; Determine a predicted data wave line graph within a future time period according to the future associated data wave line graph and the data association relationship; The future data wave line graph is updated according to the predicted data wave line graph to obtain an updated future data wave line graph.
[0010] In a preferred example, the present application may be further configured as follows: performing periodic change analysis on the associated data wave line graph to obtain a future associated data wave line graph in a future time period includes: Segmenting the waveform curves of different geological type parameters corresponding to different positions in the associated data wave line diagram according to the preset wave distance to obtain a set of associated waveform curves of different geological type parameters corresponding to different positions in the associated data wave line diagram; The maximum peak value, the minimum peak value, and the peak period corresponding to the maximum peak value and the minimum peak value of the waveform curves corresponding to different positions in the associated waveform curve set are collected, and the difference between the maximum peak value and the minimum peak value is calculated, and the calculated waveform difference is used as the numerator and the peak period is used as the denominator to obtain the associated curve representative value of the wave curve corresponding to different geological type parameters at different positions in the associated data wave line diagram; Sorting the representative values of the correlation curve according to the time course of the historical cycle to obtain a sequence of representative values of the cycle; Determine the representative value variation law of different geological type parameters corresponding to different locations according to the period representative value sequence, and derive and predict the period representative value sequence based on the representative value variation law to obtain the future period representative value sequence in the future time period; A wave line graph is drawn for the representative value sequence of the future period according to the time series distribution to obtain a wave line graph of future associated data in the future time period.
[0011] In a preferred example, the present application may be further configured as follows: the future data wave line graph is updated according to the predicted data wave line graph to obtain an updated future data wave line graph, including: Integrate the predicted data wave line graph and the future data wave line graph to determine whether there is a data difference between the predicted data wave line graph and the future data wave line graph at the same time node; if so, determine whether the data difference satisfies a preset difference range; if not, filter out the data at the time node corresponding to the predicted data wave line graph, and use the data at the time node corresponding to the future data wave line graph as the final data; If satisfied, then the difference between the predicted wave line graph and the data of the future data wave line graph at the time node is calculated to obtain the final data corresponding to the time node; If there is no data difference between the predicted data wave line graph and the future data wave line graph at the same time node, the data corresponding to the predicted data wave line graph and the future data wave line graph at the same time node are taken as the final data; The future data wave line graph is updated according to the final data and the time node corresponding to the final data to obtain an updated future data wave line graph.
[0012] In a preferred example, the present application may be further configured as follows: determining future geological data based on the future data wave line diagram, and then further comprising: It is determined whether the future geological data has a preset risk. If so, the future geological data is annotated and updated to obtain the annotated and updated future geological data.
[0013] In the second aspect, the present application provides an engineering geological data management and control system for urban underground space, which adopts the following technical solutions: An engineering geological data management and control system for urban underground space, comprising: A data acquisition module, used to acquire current geological data corresponding to the current regional position of the urban underground space and historical geological data corresponding to the current regional position of the urban underground space; A data visualization module is used to perform data visualization processing on the historical geological data and the current geological data to obtain data wave line graphs corresponding to different geological type parameters in the current geological data and historical data wave line graphs corresponding to the geological type parameters corresponding to different time nodes in the historical geological data; A line graph integration module, used for integrating the data wave line graph and the historical data wave line graph according to time nodes to obtain an integrated data wave line graph; A change analysis module, in which a user performs periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period; The data sending module is used to determine future geological data based on the future data wave line diagram, and send the future geological data to a target terminal, which is a terminal device of a geological data detection personnel.
[0014] In a possible implementation, when the data visualization module performs data visualization processing on the historical geological data and the current geological data to obtain the data wave line graph corresponding to different geological type parameters in the current geological data and the historical data wave line graph corresponding to the geological type parameters corresponding to different time nodes in the historical geological data, it is specifically used to: Create current waveform coordinates and historical waveform coordinates, the X-axis coordinates of the historical waveform coordinates are different time nodes in the historical period generated by historical geological data, the X-axis of the current waveform coordinates is the real-time time node generated by current geological data detection, and the Y-axes of the current waveform coordinates and the historical waveform coordinates are parameter values corresponding to different geological type parameters; Mapping the historical geological data to the historical fluctuation coordinates according to the time nodes corresponding to the data generation, and obtaining the historical data wave line diagram corresponding to the geological type parameters corresponding to different time nodes in the historical geological data; The current geological data is mapped to the current fluctuation coordinates according to the data generation time node, and a data wave line diagram corresponding to different geological type parameters in the current geological data is obtained.
[0015] In another possible implementation, when the change analysis module performs periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period, it is specifically used to: Segmenting the waveform curves of different geological type parameters in the integrated wave line diagram according to a preset wave distance to obtain a set of waveform curves corresponding to each geological type parameter; Collecting initial data and final data of parameter data changes of each waveform curve in the waveform curve set within a unit time, and performing difference calculation on the initial data and the final data to obtain the difference data corresponding to the unit time; The difference data is used as a numerator and the unit time is used as a denominator to calculate to obtain a curve representative value corresponding to each waveform curve in the waveform curve set; Sorting the curve representative values according to the corresponding waveform curve time, determining the relative periodicity of the change and development of the curve representative values, and extending and drawing the waveform curve according to the relative periodicity to obtain a future waveform curve diagram in a future time period; The future waveform curve graphs are integrated to obtain future data waveform line graphs within a future time period.
[0016] In another possible implementation, the system further includes: an association acquisition module, a data change module, a data association module, a data processing module, a period analysis module, a prediction data determination module, and a wave line graph update module, wherein: The associated acquisition module is used to acquire associated geological data, wherein the associated geological data is geological data corresponding to a region position adjacent to the current region position in a historical period; The data change module is used to determine the geological data change of the historical geological data caused by the change of the geological data of the regional location adjacent to the current regional location according to the associated geological data and the historical geological data; The data association module is used to determine the data association relationship according to the geological data changes and the associated geological data; The data processing module is used to perform data visualization processing on the associated geological data to obtain associated data wave line diagrams corresponding to different geological type parameters at different positions in the associated geological data; The periodic analysis module is used to perform periodic change analysis on the associated data wave line graph to obtain a future associated data wave line graph in a future time period; The predicted data determination module is used to determine the predicted data wave line graph within a future time period according to the future associated data wave line graph and the data association relationship; The wave line graph updating module is used to update the future data wave line graph according to the predicted data wave line graph to obtain an updated future data wave line graph.
[0017] In another possible implementation, when the periodic analysis module performs periodic change analysis on the correlation data wave line graph to obtain the future correlation data wave line graph in the future time period, it is specifically used to: Segmenting the waveform curves of different geological type parameters corresponding to different positions in the associated data wave line diagram according to the preset wave distance to obtain a set of associated waveform curves of different geological type parameters corresponding to different positions in the associated data wave line diagram; The maximum peak value, the minimum peak value, and the peak period corresponding to the maximum peak value and the minimum peak value of the waveform curves corresponding to different positions in the associated waveform curve set are collected, and the difference between the maximum peak value and the minimum peak value is calculated, and the calculated waveform difference is used as the numerator and the peak period is used as the denominator to obtain the associated curve representative value of the wave curve corresponding to different geological type parameters at different positions in the associated data wave line diagram; Sorting the representative values of the correlation curve according to the time course of the historical cycle to obtain a sequence of representative values of the cycle; Determine the representative value variation law of different geological type parameters corresponding to different locations according to the period representative value sequence, and derive and predict the period representative value sequence based on the representative value variation law to obtain the future period representative value sequence in the future time period; A wave line graph is drawn for the representative value sequence of the future period according to the time series distribution to obtain a wave line graph of future associated data in the future time period.
[0018] In another possible implementation, when the wave line graph updating module updates the future data wave line graph according to the predicted data wave line graph to obtain the updated future data wave line graph, it is specifically used to: Integrate the predicted data wave line graph and the future data wave line graph to determine whether there is a data difference between the predicted data wave line graph and the future data wave line graph at the same time node; if so, determine whether the data difference satisfies a preset difference range; if not, filter out the data at the time node corresponding to the predicted data wave line graph, and use the data at the time node corresponding to the future data wave line graph as the final data; If satisfied, then the difference between the predicted wave line graph and the data of the future data wave line graph at the time node is calculated to obtain the final data corresponding to the time node; If there is no data difference between the predicted data wave line graph and the future data wave line graph at the same time node, the data corresponding to the predicted data wave line graph and the future data wave line graph at the same time node are taken as the final data; The future data wave line graph is updated according to the final data and the time node corresponding to the final data to obtain an updated future data wave line graph.
[0019] In another possible implementation, the system further includes: a risk judgment module, wherein: The risk judgment module is used to judge whether the future geological data has a preset risk. If so, the future geological data is annotated and updated to obtain the annotated and updated future geological data.
[0020] In a third aspect, the present application provides an electronic device, which adopts the following technical solution: at least one processor; Memory; At least one application, wherein at least one application is stored in a memory and configured to be executed by at least one processor, and the at least one application is configured to: execute the above-mentioned method for engineering geological data management and control of urban underground space.
[0021] In a fourth aspect, the present application provides a computer-readable storage medium, which adopts the following technical solution: A computer-readable storage medium stores a computer program, which, when executed in a computer, causes the computer to execute the above-mentioned method for controlling engineering geological data of an urban underground space.
[0022] In summary, the present application includes at least one of the following beneficial technical effects: When managing and controlling the engineering geological data of the urban underground space, the current geological data corresponding to the current regional position of the urban underground space and the historical geological data corresponding to the current regional position of the urban underground space are obtained, and then the historical geological data and the current geological data are visualized to obtain the data wave line graph corresponding to different geological type parameters in the current geological data and the historical data wave line graph corresponding to the geological type parameters corresponding to different time nodes in the historical geological data, and then the data wave line graph and the historical data wave line graph are integrated according to the time node to obtain the integrated data wave line graph, and then the integrated wave line graph is analyzed for periodic changes to obtain the future data wave line graph in the future time period, and then the future geological data is determined based on the future data wave line graph, and the future geological data is sent to the target terminal, wherein the target terminal is the terminal device of the geological data detection personnel, and the geological data detection personnel can know the changes of the geological data in the future time period through the terminal, and determine whether there is any adverse geological situation in the current geology according to the changes, thereby not only improving the accuracy and real-time nature of the engineering geological data, but also reducing the risk of adverse geological occurrence. BRIEF DESCRIPTION OF THE DRAWINGS
[0023] Figure 1 A schematic diagram of a flow chart of a method for controlling engineering geological data of an urban underground space provided in an embodiment of the present application; Figure 2 A schematic diagram of the structure of an engineering geological data management and control system for urban underground space provided in an embodiment of the present application; Figure 3 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application. DETAILED DESCRIPTION
[0024] The following is combined with Figure 1 To Attachment Figure 3 This application is described in further detail.
[0025] This specific embodiment is merely an explanation of the present application and is not a limitation of the present application. After reading this specification, those skilled in the art may make modifications to the present embodiment without any creative contribution as needed, but such modifications are protected by the patent law as long as they are within the scope of the claims of the present application.
[0026] In order to make the purpose, technical solution and advantages of the embodiments of the present application clearer, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.
[0027] In addition, the term "and / or" in this article is only a description of the association relationship of associated objects, indicating that there can be three relationships. For example, A and / or B can represent: A exists alone, A and B exist at the same time, and B exists alone. In addition, the character " / " in this article, unless otherwise specified, generally means that the associated objects before and after are in an "or" relationship.
[0028] The embodiments of the present application are further described in detail below in conjunction with the drawings in the specification.
[0029] The embodiment of the present application provides a method for controlling engineering geological data of an urban underground space, which is executed by an electronic device, which can be a server or a terminal device, wherein the server can be an independent physical server, a server cluster or a distributed system composed of multiple physical servers, or a cloud server that provides cloud computing services. The terminal device can be a smart phone, a tablet computer, a laptop computer, a desktop computer, etc., but is not limited thereto. The terminal device and the server can be directly or indirectly connected via wired or wireless communication, which is not limited in the embodiment of the present application. Figure 1 As shown, the method includes: Step S10: Acquire current geological data corresponding to the current regional position of the urban underground space and historical geological data corresponding to the current regional position of the urban underground space.
[0030] Specifically, urban underground space refers to the space area below the urban surface, including but not limited to subway tunnels, underground parking lots, and underground pipe galleries, etc. Historical geological data refers to the geological information data recorded at the current location in the historical period.
[0031] Specifically, in order to ensure the smooth progress of underground projects, engineers or geological experts first need to determine the current location of the project, and then obtain the current geological data of the location to understand the current geological conditions. At the same time, in order to assess the potential impact of geological changes, it is also necessary to obtain historical geological data at the same location, and through comparative analysis, determine the changing trend of geological conditions, and provide a scientific basis for engineering design and construction.
[0032] For the embodiments of the present application, geographic information systems (GIS) and remote sensing technologies are used. Through the GIS platform, a variety of geospatial data, including geological data, can be integrated and analyzed. Engineers can enter the coordinates of the current area location, and the GIS system will automatically retrieve and display the geological layer information of the location, including current and historical geological data. At the same time, remote sensing technology (such as satellite remote sensing, drone aerial photography, etc.) can also provide image data of surface and shallow geology, providing auxiliary information for the acquisition of geological data.
[0033] Step S11: Perform data visualization processing on the historical geological data and the current geological data to obtain data wave line graphs corresponding to different geological type parameters in the current geological data and historical data wave line graphs corresponding to geological type parameters corresponding to different time nodes in the historical geological data.
[0034] Specifically, the current waveform coordinates and the historical waveform coordinates are created. The X-axis coordinates of the historical waveform coordinates are different time nodes within the historical period when the historical geological data was generated. The X-axis of the current waveform coordinates is the real-time time node generated by the current geological data detection. The Y-axes of the current waveform coordinates and the historical waveform coordinates are parameter values corresponding to different geological type parameters. The historical geological data are mapped to the historical fluctuation coordinates according to the time nodes of data generation, and the historical data wave line graph corresponding to the geological type parameters corresponding to different time nodes in the historical geological data is obtained. Then, the current geological data is mapped to the current fluctuation coordinates according to the time nodes of data generation, and the data wave line graph corresponding to different geological type parameters in the current geological data is obtained.
[0035] Step S12: Integrate the data wave line graph and the historical data wave line graph according to time nodes to obtain an integrated data wave line graph.
[0036] Specifically, use professional data analysis software or programming languages. For example, in Python, you can use libraries such as matplotlib and seaborn to draw and integrate data line graphs. The specific steps include: first, use libraries such as pandas to read and preprocess data; then, use libraries such as matplotlib to draw current data line graphs and historical data line graphs, and finally, adjust the graphics parameters and layout to achieve the integration of the two line graphs.
[0037] Step S13: Perform periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period.
[0038] Specifically, the initial data and final data of the parameter data change of each waveform curve in the waveform curve set within unit time are collected, and the initial data and the final data are differenced to obtain the difference data corresponding to the unit time, the difference data is used as the numerator and the unit time is used as the denominator for calculation to obtain the curve representative value corresponding to each waveform curve in the waveform curve set, the curve representative values are sorted according to the corresponding waveform curve time, the relative periodic law of the change and development of the curve representative values is determined, and the waveform curve is extended and drawn according to the relative periodic law to obtain the future waveform curve graph in the future time period, and the future waveform curve graph is integrated to obtain the future data wave line graph in the future time period.
[0039] Step S14: Determine future geological data based on the future data wave line diagram, and send the future geological data to the target terminal.
[0040] Among them, the target terminal is the terminal device of geological data detection personnel.
[0041] In an embodiment of the present application, when the engineering geological data of the urban underground space is managed and controlled, the current geological data corresponding to the current regional position of the urban underground space and the historical geological data corresponding to the current regional position of the urban underground space are obtained, and then the historical geological data and the current geological data are visualized to obtain data wave graphs corresponding to different geological type parameters in the current geological data and historical data wave graphs corresponding to geological type parameters corresponding to different time nodes in the historical geological data. Then, the data wave graph and the historical data wave graph are integrated according to the time nodes to obtain an integrated data wave graph, and then the integrated wave graph is analyzed for periodic changes to obtain a future data wave graph in a future time period, and then future geological data is determined based on the future data wave graph, and the future geological data is sent to a target terminal, wherein the target terminal is a terminal device of a geological data detection personnel, and the geological data detection personnel can know the changes of geological data in the future time period through the terminal, and determine whether there is any adverse geological situation in the current geology based on the changes, thereby not only improving the accuracy and real-time nature of the engineering geological data, but also reducing the risk of adverse geological occurrence.
[0042] A possible implementation method of the embodiment of the present application is to perform a periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period, and then further include: obtaining associated geological data, the associated geological data being geological data corresponding to a regional position adjacent to a current regional position in a historical period, determining geological data changes in the historical geological data caused by changes in geological data in a regional position adjacent to the current regional position based on the associated geological data and the historical geological data, determining a data association relationship based on the geological data changes and the associated geological data, performing data visualization processing on the associated geological data to obtain an associated data wave line graph corresponding to different geological type parameters at different positions in the associated geological data, performing a periodic change analysis on the associated data wave line graph to obtain a future associated data wave line graph in a future time period, determining a predicted data wave line graph in a future time period based on the future associated data wave line graph and the data association relationship, and updating the future data wave line graph based on the predicted data wave line graph to obtain an updated future data wave line graph.
[0043] Specifically, there is correlation in the changes of geological data, that is, the changes of geological data in the adjacent areas of the current area will indirectly affect the changes of the current geological data. Therefore, if the geological data in the adjacent areas change in the future time period, it will affect the accuracy of the future data wave line graph to a certain extent. Therefore, in order to improve the accuracy of the future data wave line graph, the present application collects the associated geological data and visualizes the collected associated geological data. Through the periodic changes of the processed associated data wave line graph, the future associated data wave line graph in the future time period is determined, and then according to the future associated data wave line graph and the correlation between the current geological data changes and the associated geological data changes, the predicted data wave line graph of the current geological data in the future time period is obtained, and the current future data wave line graph is updated and calibrated based on the predicted data wave line graph, so as to obtain a more accurate future data wave line graph.
[0044] Specifically, when performing periodic change analysis on the associated data wave line graph to obtain the future associated data wave line graph in the future time period, it is specifically used to: segment the waveform curves of different geological type parameters corresponding to different positions in the associated data wave line graph according to the preset wave distance to obtain the associated waveform curve set of different geological type parameters corresponding to different positions in the associated data wave line graph, collect the maximum peak value, the minimum peak value and the peak period time period corresponding to the maximum peak value and the minimum peak value of the waveform curve corresponding to different positions in the associated waveform curve set, and perform difference calculation on the maximum peak value and the minimum peak value, and use the calculated waveform difference as the numerator and the peak period time period as the denominator to obtain the associated curve representative value of the fluctuation curve corresponding to different geological type parameters at different positions in the associated data wave line graph, sort the associated curve representative values according to the time process of the historical cycle to obtain the period representative value sequence, determine the representative value change law of different geological type parameters corresponding to different positions according to the period representative value sequence, and derive and predict the period representative value sequence based on the representative value change law to obtain the future period representative value sequence in the future time period, and draw the wave line graph of the future period representative value sequence according to the time series distribution to obtain the future associated data wave line graph in the future time period.
[0045] In a possible implementation method of the embodiment of the present application, the future data wave line graph is updated according to the predicted data wave line graph to obtain an updated future data wave line graph, including: integrating the predicted data wave line graph and the future data wave line graph to determine whether there is a data difference between the predicted data wave line graph and the future data wave line graph at the same time node; if so, judging whether the data difference satisfies a preset difference range; if not, filtering out the data at the time node corresponding to the predicted data wave line graph, and taking the data corresponding to the future data wave line graph at the time node as the final data; if so, calculating the difference between the predicted data wave line graph and the data of the future data wave line graph at the time node to obtain the final data corresponding to the time node; if there is no data difference between the predicted data wave line graph and the future data wave line graph at the same time node, taking the data corresponding to the predicted data wave line graph and the future data wave line graph at the same time node as the final data, updating the future data wave line graph according to the final data and the time node corresponding to the final data to obtain an updated future data wave line graph.
[0046] In a possible implementation method of the embodiment of the present application, future geological data is determined based on the future data wave line diagram, and then it also includes: judging whether there is a preset risk in the future geological data, and if so, the future geological data is annotated and updated to obtain the annotated and updated future geological data.
[0047] The above-mentioned embodiment introduces a method for controlling engineering geological data of urban underground space from the perspective of method flow. The following embodiment introduces a system for controlling engineering geological data of urban underground space from the perspective of virtual module or virtual unit. For details, please refer to the following embodiment.
[0048] The present application embodiment provides an engineering geological data management and control system 20 for urban underground space, such as Figure 2 As shown, Figure 2 A schematic diagram of the structure of an engineering geological data management and control system for urban underground space provided in an embodiment of the present application. The system 20 may specifically include: The data acquisition module 21 is used to acquire the current geological data corresponding to the current regional position of the urban underground space and the historical geological data corresponding to the current regional position of the urban underground space; The data visualization module 22 is used to perform data visualization processing on the historical geological data and the current geological data, and obtain the data wave line graph corresponding to the different geological type parameters in the current geological data and the historical data wave line graph corresponding to the geological type parameters corresponding to different time nodes in the historical geological data; The line graph integration module 23 is used to integrate the data wave line graph and the historical data wave line graph according to time nodes to obtain an integrated data wave line graph; The change analysis module 24, the user performs periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period; The data sending module 25 is used to determine the future geological data based on the future data wave line diagram, and send the future geological data to the target terminal, which is the terminal device of the geological data detection personnel.
[0049] In a possible implementation of the embodiment of the present application, the data visualization module 22 performs data visualization processing on the historical geological data and the current geological data to obtain the data wave line diagram corresponding to different geological type parameters in the current geological data and the historical data wave line diagram corresponding to the geological type parameters corresponding to different time nodes in the historical geological data, specifically for: Create current waveform coordinates and historical waveform coordinates. The X-axis coordinates of the historical waveform coordinates are different time nodes in the historical period generated by historical geological data. The X-axis of the current waveform coordinates is the real-time time node generated by the current geological data detection. The Y-axis of the current waveform coordinates and the historical waveform coordinates are both parameter values corresponding to different geological type parameters. Mapping the historical geological data to the historical wave coordinates according to the time nodes of data generation, and obtaining the historical data wave line diagram corresponding to the geological type parameters corresponding to different time nodes in the historical geological data; The current geological data is mapped to the current fluctuation coordinates according to the data generation time node, and the data wave line diagram corresponding to the different geological type parameters in the current geological data is obtained.
[0050] In another possible implementation of the embodiment of the present application, when the change analysis module 24 performs periodic change analysis on the integrated wave line graph to obtain the future data wave line graph in the future time period, it is specifically used to: Segment the waveform curves of different geological type parameters in the integrated wave line diagram according to the preset wave distance to obtain a set of waveform curves corresponding to each geological type parameter; Collecting initial data and final data of parameter data changes of each waveform curve in the waveform curve set within a unit time, and performing difference calculation on the initial data and the final data to obtain the difference data corresponding to the unit time; The difference data is used as the numerator and the unit time is used as the denominator to calculate, and the curve representative value corresponding to each waveform curve in the waveform curve set is obtained; The representative values of the curve are sorted according to the corresponding waveform curve time, the relative periodicity law of the change and development of the representative values of the curve is determined, and the waveform curve is extended and drawn according to the relative periodicity law to obtain the future waveform curve diagram in the future time period; The future waveform curve graphs are integrated to obtain the future data waveform graphs in the future time period.
[0051] In another possible implementation of the embodiment of the present application, the system 20 further includes: an association acquisition module, a data change module, a data association module, a data processing module, a period analysis module, a prediction data determination module, and a wave line graph update module, wherein: An associated acquisition module is used to acquire associated geological data, where the associated geological data is geological data corresponding to the location of the region adjacent to the current location in the historical period; A data change module, used to determine the geological data changes of the historical geological data caused by the geological data of the area position adjacent to the current area position when the geological data changes according to the associated geological data and the historical geological data; A data association module, used to determine data association relationships based on geological data changes and associated geological data; A data processing module is used to perform data visualization processing on the associated geological data to obtain associated data wave line diagrams corresponding to different geological type parameters at different positions in the associated geological data; The periodic analysis module is used to analyze the periodic changes of the correlation data wave line graph to obtain the future correlation data wave line graph in the future time period; A prediction data determination module, used to determine a prediction data wave line graph within a future time period according to the future associated data wave line graph and the data association relationship; The wave line graph updating module is used to update the future data wave line graph according to the predicted data wave line graph to obtain an updated future data wave line graph.
[0052] In another possible implementation of the embodiment of the present application, when the periodic analysis module performs periodic change analysis on the correlation data wave line graph to obtain the future correlation data wave line graph in the future time period, it is specifically used to: Segmenting the waveform curves of different geological type parameters corresponding to different positions in the associated data wave line diagram according to the preset wave distance to obtain a set of associated waveform curves of different geological type parameters corresponding to different positions in the associated data wave line diagram; The maximum peak value, the minimum peak value, and the peak period corresponding to the maximum peak value and the minimum peak value of the waveform curve corresponding to different positions in the associated waveform curve set are collected, and the difference between the maximum peak value and the minimum peak value is calculated, and the calculated waveform difference is used as the numerator, and the peak period is used as the denominator to obtain the associated curve representative value of the wave curve corresponding to different geological type parameters at different positions in the associated data wave line diagram; Sort the representative values of the correlation curve according to the time course of the historical cycle to obtain a sequence of representative values of the cycle; Determine the variation law of representative values of different geological type parameters corresponding to different locations according to the periodic representative value sequence, and make derivative predictions on the periodic representative value sequence based on the variation law of representative values to obtain the future periodic representative value sequence in the future time period; A wave line graph is drawn for the representative value sequence of the future period according to the time series distribution to obtain a wave line graph of future associated data in the future time period.
[0053] In another possible implementation of the embodiment of the present application, when the wave line graph updating module updates the future data wave line graph according to the predicted data wave line graph to obtain the updated future data wave line graph, it is specifically used to: Integrate the predicted data wave line graph and the future data wave line graph to determine whether there is a data difference between the predicted data wave line graph and the future data wave line graph at the same time node. If so, determine whether the data difference meets the preset difference range. If not, filter out the data at the time node corresponding to the predicted data wave line graph, and use the data at the time node corresponding to the future data wave line graph as the final data; If satisfied, the difference between the predicted wave line graph and the future data wave line graph at the time node is calculated to obtain the final data corresponding to the time node; If there is no data difference between the predicted data wave line graph and the future data wave line graph at the same time node, the data corresponding to the predicted data wave line graph and the future data wave line graph at the same time node are taken as the final data; The future data wave line graph is updated according to the final data and the time node corresponding to the final data to obtain an updated future data wave line graph.
[0054] In another possible implementation of the embodiment of the present application, the system 20 further includes: a risk judgment module, wherein: The risk judgment module is used to judge whether there are preset risks in future geological data. If so, the future geological data is annotated and updated to obtain the annotated and updated future geological data.
[0055] Technical personnel in the relevant field can clearly understand that, for the convenience and simplicity of description, the specific working process of the engineering geological data management and control system 20 for urban underground space described above can refer to the corresponding process in the aforementioned method embodiment, and will not be repeated here.
[0056] An electronic device is provided in an embodiment of the present application, such as Figure 3 As shown, Figure 3 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application. Figure 3 The electronic device 300 shown includes: a processor 301 and a memory 303. The processor 301 and the memory 303 are connected, such as through a bus 302. Optionally, the electronic device 300 may also include a transceiver 304. It should be noted that in actual applications, the transceiver 304 is not limited to one, and the structure of the electronic device 300 does not constitute a limitation on the embodiments of the present application.
[0057] The processor 301 may be a CPU (Central Processing Unit), a general-purpose processor, a DSP (Digital Signal Processor), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array) or other programmable logic devices, transistor logic devices, hardware components or any combination thereof. It may implement or execute various exemplary logic blocks, modules and circuits described in conjunction with the disclosure of this application. The processor 301 may also be a combination that implements computing functions, such as a combination of one or more microprocessors, a combination of a DSP and a microprocessor, etc.
[0058] The bus 302 may include a path to transmit information between the above components. The bus 302 may be a PCI (Peripheral Component Interconnect) bus or an EISA (Extended Industry Standard Architecture) bus. The bus 302 may be divided into an address bus, a data bus, a control bus, etc. For ease of representation, Figure 3 Only one thick line is used in the diagram, but it does not mean that there is only one bus or only one type of bus.
[0059] The memory 303 may be a ROM (Read Only Memory) or other types of static storage devices that can store static information and instructions, a RAM (Random Access Memory) or other types of dynamic storage devices that can store information and instructions, or an EEPROM (Electrically Erasable Programmable Read Only Memory), a CD-ROM (Compact Disc Read Only Memory) or other optical disk storage, optical disk storage (including compressed optical disk, laser disk, optical disk, digital versatile disk, Blu-ray disk, etc.), a magnetic disk storage medium or other magnetic storage device, or any other medium that can be used to carry or store the desired program code in the form of instructions or data structures and can be accessed by a computer, but is not limited thereto.
[0060] The memory 303 is used to store the application code for executing the solution of the present application, and the execution is controlled by the processor 301. The processor 301 is used to execute the application code stored in the memory 303 to implement the contents shown in the above method embodiment.
[0061] The electronic devices include, but are not limited to, mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), and fixed terminals such as digital TVs, desktop computers, etc. It can also be a server, etc. Figure 3 The electronic device shown is merely an example and should not bring any limitation to the functions and scope of use of the embodiments of the present application.
[0062] An embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored. When the computer-readable storage medium is run on a computer, the computer can execute the corresponding content in the aforementioned method embodiment.
[0063] It should be understood that, although the steps in the flowchart of the accompanying drawings are displayed in sequence as indicated by the arrows, these steps are not necessarily executed in sequence in the order indicated by the arrows. Unless otherwise specified herein, there is no strict order restriction on the execution of these steps, and they can be executed in other orders. Moreover, at least a part of the steps in the flowchart of the accompanying drawings may include multiple sub-steps or multiple stages, and these sub-steps or stages are not necessarily executed at the same time, but can be executed at different times, and their execution order is not necessarily sequential, but can be executed in turn or alternately with other steps or at least a part of the sub-steps or stages of other steps.
[0064] The above are only some implementation methods of the present application. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principles of the present application. These improvements and modifications should also be regarded as the scope of protection of the present application.
Claims
1. A method for controlling engineering geological data of urban underground space, characterized in that: include: Obtaining current geological data corresponding to the current regional location of the urban underground space and historical geological data corresponding to the current regional location of the urban underground space; Performing data visualization processing on the historical geological data and the current geological data to obtain data wave line graphs corresponding to different geological type parameters in the current geological data and historical data wave line graphs corresponding to the geological type parameters corresponding to different time nodes in the historical geological data; Integrate the data wave line graph with the historical data wave line graph according to time nodes to obtain an integrated data wave line graph; Performing periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period; The future geological data is determined based on the future data wave line diagram, and the future geological data is sent to a target terminal, which is a terminal device of a geological data detection personnel.
2. The method for controlling engineering geological data of urban underground space according to claim 1, characterized in that: The data visualization processing of the historical geological data and the current geological data to obtain the data wave line graph corresponding to different geological type parameters in the current geological data and the historical data wave line graph corresponding to the geological type parameters corresponding to different time nodes in the historical geological data includes: Create current waveform coordinates and historical waveform coordinates, the X-axis coordinates of the historical waveform coordinates are different time nodes in the historical period generated by historical geological data, the X-axis of the current waveform coordinates is the real-time time node generated by current geological data detection, and the Y-axes of the current waveform coordinates and the historical waveform coordinates are parameter values corresponding to different geological type parameters; Mapping the historical geological data to the historical fluctuation coordinates according to the time nodes corresponding to the data generation, and obtaining the historical data wave line diagram corresponding to the geological type parameters corresponding to different time nodes in the historical geological data; The current geological data is mapped to the current fluctuation coordinates according to the data generation time node, and a data wave line diagram corresponding to different geological type parameters in the current geological data is obtained.
3. The method for controlling engineering geological data of urban underground space according to claim 2, characterized in that: The periodic change analysis of the integrated wave line graph to obtain a future data wave line graph in a future time period includes: Segmenting the waveform curves of different geological type parameters in the integrated wave line diagram according to a preset wave distance to obtain a set of waveform curves corresponding to each geological type parameter; Collecting initial data and final data of parameter data changes of each waveform curve in the waveform curve set within a unit time, and performing difference calculation on the initial data and the final data to obtain the difference data corresponding to the unit time; The difference data is used as a numerator and the unit time is used as a denominator to calculate to obtain a curve representative value corresponding to each waveform curve in the waveform curve set; Sorting the curve representative values according to the corresponding waveform curve time, determining the relative periodicity of the change and development of the curve representative values, and extending and drawing the waveform curve according to the relative periodicity to obtain a future waveform curve diagram in a future time period; The future waveform curve graphs are integrated to obtain future data waveform line graphs within a future time period.
4. The method for controlling engineering geological data of urban underground space according to claim 3, characterized in that: The step of performing periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period further includes: Acquire associated geological data, wherein the associated geological data is geological data corresponding to a region position adjacent to the current region position in a historical period; Determine, based on the associated geological data and the historical geological data, the geological data change in the historical geological data caused by the change in the geological data of the area position adjacent to the current area position; Determining a data association relationship according to the geological data changes and the associated geological data; Performing data visualization processing on the associated geological data to obtain associated data wave line graphs corresponding to different geological type parameters at different positions in the associated geological data; Performing periodic change analysis on the associated data wave line graph to obtain a future associated data wave line graph in a future time period; Determine a predicted data wave line graph within a future time period according to the future associated data wave line graph and the data association relationship; The future data wave line graph is updated according to the predicted data wave line graph to obtain an updated future data wave line graph.
5. The method for controlling engineering geological data of urban underground space according to claim 4, characterized in that: The step of performing periodic change analysis on the associated data wave line graph to obtain a future associated data wave line graph in a future time period includes: Segmenting the waveform curves of different geological type parameters corresponding to different positions in the associated data wave line diagram according to the preset wave distance to obtain a set of associated waveform curves of different geological type parameters corresponding to different positions in the associated data wave line diagram; The maximum peak value, the minimum peak value, and the peak period corresponding to the maximum peak value and the minimum peak value of the waveform curves corresponding to different positions in the associated waveform curve set are collected, and the difference between the maximum peak value and the minimum peak value is calculated, and the calculated waveform difference is used as the numerator and the peak period is used as the denominator to obtain the associated curve representative value of the wave curve corresponding to different geological type parameters at different positions in the associated data wave line diagram; Sorting the representative values of the correlation curve according to the time course of the historical cycle to obtain a sequence of representative values of the cycle; Determine the representative value variation law of different geological type parameters corresponding to different locations according to the period representative value sequence, and derive and predict the period representative value sequence based on the representative value variation law to obtain the future period representative value sequence in the future time period; A wave line graph is drawn for the representative value sequence of the future period according to the time series distribution to obtain a wave line graph of future associated data in the future time period.
6. The method for controlling engineering geological data of urban underground space according to claim 4, characterized in that: The updating of the future data wave line graph according to the predicted data wave line graph to obtain an updated future data wave line graph includes: Integrate the predicted data wave line graph and the future data wave line graph to determine whether there is a data difference between the predicted data wave line graph and the future data wave line graph at the same time node; if so, determine whether the data difference satisfies a preset difference range; if not, filter out the data at the time node corresponding to the predicted data wave line graph, and use the data at the time node corresponding to the future data wave line graph as the final data; If satisfied, then the difference between the predicted wave line graph and the data of the future data wave line graph at the time node is calculated to obtain the final data corresponding to the time node; If there is no data difference between the predicted data wave line graph and the future data wave line graph at the same time node, the data corresponding to the predicted data wave line graph and the future data wave line graph at the same time node are taken as the final data; The future data wave line graph is updated according to the final data and the time node corresponding to the final data to obtain an updated future data wave line graph.
7. The method for controlling engineering geological data of urban underground space according to claim 1, characterized in that: The step of determining future geological data based on the future data wave line diagram further includes: It is determined whether the future geological data has a preset risk. If so, the future geological data is annotated and updated to obtain the annotated and updated future geological data.
8. An engineering geological data management and control system for urban underground space, characterized in that: include: A data acquisition module, used to acquire current geological data corresponding to the current regional position of the urban underground space and historical geological data corresponding to the current regional position of the urban underground space; A data visualization module is used to perform data visualization processing on the historical geological data and the current geological data to obtain data wave line graphs corresponding to different geological type parameters in the current geological data and historical data wave line graphs corresponding to the geological type parameters corresponding to different time nodes in the historical geological data; A line graph integration module, used for integrating the data wave line graph and the historical data wave line graph according to time nodes to obtain an integrated data wave line graph; A change analysis module, in which a user performs periodic change analysis on the integrated wave line graph to obtain a future data wave line graph in a future time period; The data sending module is used to determine future geological data based on the future data wave line diagram, and send the future geological data to a target terminal, which is a terminal device of a geological data detection personnel.
9. An electronic device, characterized in that: It includes: One or more processors; Memory; One or more applications, wherein the one or more applications are stored in the memory and configured to be executed by the one or more processors, and the one or more programs are configured to: execute a method for engineering geological data management and control of urban underground space according to any one of claims 1 to 7.
10. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, the method for controlling engineering geological data of an urban underground space as described in any one of claims 1 to 7 is implemented.