Mine water disaster multi-dimensional management and control method and system, electronic equipment and storage medium

Abstract

The invention discloses a mine water disaster multi-dimensional management and control method and system, electronic equipment and a storage medium. The method comprises the following steps: acquiring water disaster data of a target mine; based on the water disaster data, constructing a compliance clue index model of the target mine; based on the compliance clue index model and a water disaster prevention and control index rule in the operation process of the target mine, generating a safety compliance clue used for identifying the water disaster condition of the target mine; based on the safety compliance clue, a safety compliance management and control system applied to the target mine is constructed, and the safety compliance management and control system is used for performing water disaster risk self-inspection on the target mine; and based on the safety compliance management and control systems corresponding to the plurality of target mines, constructing a mine water disaster multi-dimensional management and control system for monitoring the water disaster conditions of the plurality of target mines. According to the invention, multi-dimensional automatic control is carried out on mine water disaster safety compliance, the problems of low efficiency, insufficient supervision precision and incompleteness caused by a manual inspection mode are solved, and advanced pre-judgment of mine water disaster clues is realized.

Description

Technical Field

[0001] The present application relates to the field of computer technology, and in particular to a method, system, electronic device and storage medium for multi-dimensional control of mine water hazards. Background Art

[0002] In today's globalized world, the coal mining industry is an important part of the energy sector. Its safe production is not only related to national energy security and economic development, but also directly affects the life safety of miners and social stability. Coal mine water damage, as a common natural disaster, has always been a major threat to coal mine safety production. Coal mine water damage may not only cause casualties of miners and damage to equipment, but also cause serious environmental pollution and economic losses. Therefore, how to control coal mine water damage has become a major technical difficulty that the industry must solve.

[0003] At present, traditional technologies for preventing and controlling water hazards in coal mines mainly rely on manual inspections and simple alarm systems. Inspectors complete safety inspections based on past experience, or make simple alarms through existing alarm systems.

[0004] However, with the continuous advancement of science and technology, coal mining enterprises are also facing the urgent need for transformation and upgrading. The traditional manual inspection method can no longer meet the needs of modern coal mine safety production. The traditional manual inspection method has some limitations: at the supervisory level, due to excessive reliance on manual operation, it leads to low efficiency, heavy workload, and difficulty in achieving comprehensive coverage; the large number of enterprises in the coal mining industry, diverse production specialties, and complicated safety regulations also make the discovery of clues face many challenges, making it difficult to be timely, in-depth and comprehensive; at the regulatory level, the information transmission between the regulatory unit and the coal mining enterprise is not smooth, resulting in insufficient regulatory accuracy, and due to the low efficiency of manual inspection methods, it is also difficult for the superior enterprises of the grassroots coal mining enterprises to control the overall business stability; for grassroots coal mining enterprises, the efficiency and effectiveness of water hazard prevention and control work need to be improved urgently, and the follow-up and implementation of new regulations also face many difficulties, which require more effective technical and management means to strengthen. It can be seen that traditional water hazard prevention and control technology is difficult to achieve advanced prediction of water hazard clues, and the prevention and control efficiency is low, making it difficult to achieve comprehensive prevention and control.

[0005] The preceding description is intended to provide general background information and does not necessarily constitute prior art. Summary of the invention

[0006] The embodiments of the present application provide a method, system, electronic device and storage medium for multi-dimensional control of mine water hazards, which can automatically control the safety and compliance of mine water hazards in multiple dimensions, solve the problems of low efficiency, insufficient supervision accuracy and incompleteness caused by relying on manual inspection methods, and achieve advanced prediction of mine water hazard clues.

[0007] In a first aspect, an embodiment of the present application provides a multi-dimensional mine water hazard control method, comprising:

[0008] Acquire water hazard data of a target mine, wherein the water hazard data includes water hazard perception data and water hazard document data;

[0009] Based on the water hazard data, construct a compliance clue indicator model for the target mine;

[0010] Based on the compliance clue indicator model and the water hazard prevention and control indicator rules during the operation of the target mine, generating safety compliance clues for identifying the water hazard status of the target mine;

[0011] Based on the safety compliance clues, a safety compliance management and control system applied to the target mine is constructed, and the safety compliance management and control system is used to conduct a self-inspection of water hazard risks in the target mine;

[0012] Based on the safety and compliance management and control systems corresponding to multiple target mines, a multi-dimensional mine water hazard management and control system is constructed to monitor the water hazard conditions of multiple target mines.

[0013] Optionally, in some embodiments of the present application, the step of obtaining water hazard data of a target mine includes:

[0014] Pre-deploy sensors and monitoring equipment at monitoring points in target mines;

[0015] Acquire water hazard perception data of the target mine in the coal mine production process in real time through the sensor and the monitoring equipment, and upload the water hazard perception data to a monitoring host computer or a cloud platform;

[0016] The water hazard document data of the target mine is obtained, wherein the water hazard document data includes one or more of a geological report, a hydrogeological map, a historical water hazard event record, and a safety regulation.

[0017] Optionally, in some embodiments of the present application, constructing a compliance clue indicator model of the target mine based on the water hazard data includes:

[0018] Obtain safety compliance requirements applied to mines and define corresponding compliance clue indicators;

[0019] In response to the model requirements preset by the user, an indicator system of the compliance clue indicator model is constructed based on the compliance clue indicator;

[0020] Analyzing and standardizing the water damage data to obtain standardized water damage data;

[0021] After associating the standardized water hazard data with the defined compliance clue indicators, a compliance clue indicator model for generating compliance clue indicators of the target mine is constructed.

[0022] Optionally, in some embodiments of the present application, generating safety compliance clues for identifying water hazard conditions in a target mine based on the compliance clue indicator model and water hazard prevention indicator rules during the operation of the target mine includes:

[0023] Obtaining water hazard prevention and control index rules and determination strategies during the operation of the target mine, and integrating the water hazard prevention and control index rules into a rule engine;

[0024] Obtaining compliance clue indicators generated based on the compliance clue indicator model;

[0025] Based on the rule engine, the compliance clue indicators are analyzed according to the determination strategy to obtain safety compliance clues for identifying the water hazard status of the target mine.

[0026] Optionally, in some embodiments of the present application, after obtaining the safety compliance clues for identifying the target mine water hazard condition, the method further includes:

[0027] Analyze the security compliance clues to obtain compliance analysis results;

[0028] Based on the compliance analysis results, a water hazard clue report and clue detail list corresponding to the target mine are generated;

[0029] Based on the compliance analysis result and its corresponding processing result, the compliance clue indicator model is adjusted.

[0030] Optionally, in some embodiments of the present application, based on the safety compliance clues, a safety compliance management and control system applied to the target mine is constructed, and the safety compliance management and control system is used to perform a water hazard risk self-inspection on the target mine, including:

[0031] Analyze the safety compliance clues to obtain the water hazard risk analysis results of the target mine;

[0032] Based on the water hazard risk analysis results, determine the self-inspection guarantee mechanism, risk assessment mechanism and emergency plan applied to the target mine;

[0033] Based on the self-inspection process, risk assessment mechanism and emergency plan, a safety and compliance management and control system applied to the target mine is constructed.

[0034] Optionally, in some embodiments of the present application, the safety compliance management and control system corresponding to the multiple target mines is used to construct a mine water hazard multi-dimensional management and control system for monitoring the water hazard conditions of the multiple target mines, including:

[0035] Obtain the safety and compliance management systems corresponding to multiple target mines, integrate the safety management systems and data sources of each target mine, and establish a unified data interface and protocol;

[0036] By using data analysis technology, the safety and compliance management and control systems corresponding to multiple target mines are integrated through the unified data interface and protocol, and a multi-dimensional mine water hazard management and control system for monitoring water hazard conditions in multiple target mines is constructed.

[0037] In a second aspect, the embodiment of the present application provides a multi-dimensional mine water hazard management and control system, including:

[0038] A data acquisition module, used to acquire water hazard data of a target mine, wherein the water hazard data includes water hazard perception data and water hazard document data;

[0039] A model building module, used to build a compliance clue indicator model of the target mine based on the water hazard data;

[0040] A clue generation module, for generating safety compliance clues for identifying water hazard conditions in a target mine based on the compliance clue indicator model and water hazard prevention and control indicator rules during the operation of the target mine;

[0041] A control module, used to construct a safety compliance control system applied to a target mine based on the safety compliance clues, wherein the safety compliance control system is used to conduct a self-inspection of water hazard risks in the target mine;

[0042] The monitoring module is used to build a multi-dimensional mine water hazard management and control system for monitoring water hazard conditions in target mines based on the safety and compliance management and control systems corresponding to multiple target mines.

[0043] Correspondingly, the present application also provides an electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the program, the steps of the multi-dimensional mine water hazard control method as described in the first aspect are performed.

[0044] The present application also provides a readable storage medium, which stores a computer program. When the computer program is executed by a processor, it implements the computer program of the multi-dimensional mine water hazard control method as described in the first aspect.

[0045] The present application provides a method, system, electronic device and storage medium for multi-dimensional control of water hazards in mines. The method for multi-dimensional control of water hazards in mines includes: obtaining water hazard data of a target mine, the water hazard data including water hazard perception data and water hazard document data; constructing a compliance clue indicator model for the target mine based on the water hazard data; generating safety compliance clues for identifying water hazard conditions in the target mine based on the compliance clue indicator model and water hazard prevention and control indicator rules during the operation of the target mine; constructing a safety compliance control system for the target mine based on the safety compliance clues, the safety compliance control system being used to conduct self-inspection of water hazard risks in the target mine; and constructing a multi-dimensional mine water hazard control system for monitoring water hazard conditions in multiple target mines based on the safety compliance control systems corresponding to multiple target mines.

[0046] In the multi-dimensional control solution for mine water hazards provided in this application, by building advanced indicator models and rule engines, mine water hazard risks can be identified earlier and more accurately; by automating and intelligentizing multi-dimensional control of mines, the efficiency, accuracy and comprehensiveness of supervision work can be effectively improved, reducing reliance on manual supervision, and providing scientific decision-making support for supervisors and inspectors, achieving advanced prediction of clues to mine water hazards, forming a safety guarantee mechanism for timely handling of problems and early detection of hidden dangers, effectively preventing and reducing the risk of water hazards in mines, thereby improving the safety production level of mines and ensuring the life safety of miners. BRIEF DESCRIPTION OF THE DRAWINGS

[0047] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present application. For those skilled in the art, other drawings can be obtained based on these drawings without creative work.

[0048] Figure 1 This is an application environment diagram of the multi-dimensional mine water hazard control method provided in the embodiment of the present application;

[0049] Figure 2 It is a flow chart of a multi-dimensional mine water hazard control method provided in an embodiment of the present application;

[0050] Figure 3 It is a structural schematic diagram of a multi-dimensional mine water hazard control system provided in an embodiment of the present application;

[0051] Figure 4 It is a schematic diagram of the structure of an electronic device provided in an embodiment of the present application. DETAILED DESCRIPTION

[0052] Exemplary embodiments will be described in detail herein, examples of which are shown in the accompanying drawings. When the following description refers to the drawings, the same numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present application. Instead, they are merely examples of systems and methods consistent with the examples detailed in the attached claims, or with some aspects of the present application.

[0053] It should be noted that, in this article, the terms "include", "comprises" or any other variants thereof are intended to cover descriptions such as non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device. In the absence of further restrictions, an element defined by the sentence "includes a ..." does not exclude the existence of other identical elements in the process, method, article or device including the element. In addition, components, features, and elements with the same name in different embodiments of the present application may have the same meaning or different meanings, and their specific meanings need to be determined by their explanation in the specific embodiment or further combined with the context of the specific embodiment.

[0054] It should be understood that the specific embodiments described herein are only used to explain the present application and are not used to limit the present application.

[0055] In the subsequent description, the suffixes such as "module", "component" or "unit" used to represent elements are only used to facilitate the description of the present application, and have no specific meanings. Therefore, "module", "component" or "unit" can be used in a mixed manner.

[0056] At present, water hazard, as one of the five major disasters affecting coal mine safety, is still prevented and controlled by traditional manual inspection and simple alarm system, which makes it difficult to achieve advance discovery of water hazard clues. At the supervisory level, relying on manual research and judgment is inefficient, burdensome and incomplete; there are many enterprises in the coal mining industry, many production specialties and many safety regulations, which objectively makes it difficult to timely, in-depth and comprehensive to discover clues. At the regulatory level, there is a common problem of information transmission between regulatory units and coal mining enterprises, and the accuracy of supervision needs to be improved urgently. In addition, manual inspection is mainly relied on with low efficiency; the superior enterprises of grassroots coal mining enterprises still have the problem of difficulty in controlling the overall operation stability. For grassroots coal mining enterprises, the efficiency of water hazard prevention and control needs to be improved urgently, and it is not easy to follow up and implement new regulations on water hazard prevention and control. It can be seen that supervision, regulation and coal mines all need to use technical means to achieve advance prediction of water hazard risk clues.

[0057] In order to solve the above-mentioned technical problems, the embodiments of the present application provide a method, system, electronic device and storage medium for multi-dimensional control of mine water hazards, which can automatically control the safety and compliance of mine water hazards in multiple dimensions, solve the problems of inefficiency, insufficient supervision accuracy and incompleteness caused by relying on manual inspection methods, and realize advanced prediction of mine water hazard clues.

[0058] Figure 1 FIG. 1 is an application environment diagram of a multi-dimensional mine water hazard control method in an embodiment. Figure 1 , the multi-dimensional control method of mine water hazards can be applied to a water hazard control system. The water hazard control system includes a terminal 110 and a server 120. The terminal 110 and the server 120 are connected through a network. The terminal 110 can be a desktop terminal or a mobile terminal. The mobile terminal can be at least one of a mobile phone, a tablet computer, a laptop computer, etc. The server 120 can be implemented by an independent server or a server cluster composed of multiple servers. The terminal 110 is used to obtain water hazard data of the target mine, and the water hazard data includes water hazard perception data and water hazard document data; the server 120 is used to build a compliance clue indicator model of the target mine based on the water hazard data; based on the compliance clue indicator model and the water hazard prevention and control indicator rules during the operation of the target mine, generate safety compliance clues for identifying the water hazard status of the target mine; based on the safety compliance clues, build a safety compliance control system applied to the target mine, and the safety compliance control system is used to conduct water hazard risk self-inspection on the target mine; based on the safety compliance control systems corresponding to multiple target mines, build a mine water hazard multi-dimensional control system for monitoring the water hazard status of multiple target mines.

[0059] See also Figure 2 , Figure 2 : is a flow chart of a multi-dimensional mine water hazard control method provided in an embodiment of the present application, such as Figure 2 As shown, the multi-dimensional mine water hazard control method provided in one embodiment of the present application may specifically include the following steps:

[0060] S1. Obtain water hazard data of the target mine, the water hazard data including water hazard perception data and water hazard document data;

[0061] Specifically, for step S1, the acquisition of water hazard data is the basis of the entire management and control method. This step may include water hazard perception data acquired in real time through sensors and monitoring equipment, as well as water hazard document data including geological reports, hydrogeological maps, historical water hazard event records and safety regulations.

[0062] S2. Based on water hazard data, build a compliance clue indicator model for the target mine;

[0063] Specifically, for step S2, based on the perception data and document data related to mine water hazards, a modeling analysis system for compliance clue indicators applicable to mine water hazards safety is constructed. The construction of the compliance clue indicator model is to parse and standardize the acquired data, and then associate it with the defined compliance clue indicators to form an indicator system, thereby constructing a compliance clue indicator model for the target mine, which is used for subsequent analysis and judgment of the compliance clue indicators of the target mine.

[0064] S3. Generate safety compliance clues for identifying water hazard conditions in target mines based on the compliance clue indicator model and the water hazard prevention indicator rules during the operation of the target mines;

[0065] Specifically, for step S3, based on the indicator model strategy and rule engine, safety compliance clues of mine water hazards are formed, by integrating the water hazard prevention and control indicator rules into the rule engine, and analyzing the safety compliance clues of the target mine based on the compliance clue indicator model to identify the water hazard situation of the target mine.

[0066] S4. Based on the safety and compliance clues, a safety and compliance management and control system applied to the target mine is constructed. The safety and compliance management and control system is used to conduct self-inspection of water hazard risks in the target mine;

[0067] Specifically, for step S4, based on the assessment of safety and compliance clues of mine water hazards, a multi-dimensional safety and compliance management and control system is constructed from the perspective of the mine for self-inspection and assurance of water hazard risks and compliance operation. For example, the acquired safety and compliance clues are assessed and analyzed, and then a safety and compliance management and control system is constructed for the target mine based on the assessment and analysis results. The safety and compliance management and control system is used to realize self-inspection of mine water hazard risks, including water hazard risk analysis, self-inspection assurance mechanism, risk assessment mechanism and formulation of emergency plans.

[0068] S5. Based on the safety and compliance control systems corresponding to multiple target mines, a multi-dimensional mine water hazard control system is constructed to monitor the water hazard conditions of multiple target mines;

[0069] Specifically, for step S5, the safety and compliance management and control systems corresponding to multiple target mines are obtained, and on the basis of a single mine management and control system, they are expanded to multiple mines to achieve unified data interfaces and protocols, as well as the integration of data analysis technologies, thereby constructing a multi-dimensional management and control system for mine water hazard safety and compliance that supports scientific supervision and inspection from the perspective of supervision and inspection.

[0070] It can be seen that the multi-dimensional mine water hazard control method provided in this embodiment can identify mine water hazard risks earlier and more accurately by constructing advanced indicator models and rule engines; through automated and intelligent multi-dimensional control of mines, the efficiency, accuracy and comprehensiveness of supervision work are effectively improved, and the dependence on manual supervision is reduced, and the risk of water hazards in mines is effectively prevented and reduced, thereby improving the safety production level of mines and ensuring the life safety of miners.

[0071] Optionally, in some embodiments, step S1 "obtaining water hazard data of the target mine" may specifically include:

[0072] S11. Pre-deploy sensors and monitoring equipment at monitoring points in the target mine;

[0073] S12. Obtain water hazard perception data of the target mine in the coal mine production process in real time through sensors and monitoring equipment, and upload the water hazard perception data to the monitoring host computer or cloud platform;

[0074] S13. Obtain water hazard document data of the target mine, where the water hazard document data includes one or more of geological reports, hydrogeological maps, historical water hazard event records, and safety regulations.

[0075] Specifically, for step S1, first, pre-deploy sensors and monitoring equipment at the monitoring points of the target mine, and use the sensors and monitoring equipment to capture water hazard-related data in real time. For example, real-time acquisition of water hazard perception data of the target mine during the coal mine production process, and upload the acquired water hazard perception data to the monitoring host computer or cloud platform to ensure the real-time and accessibility of the data; obtain the water hazard document data of the target mine, which includes but is not limited to geological reports, hydrogeological maps, historical water hazard event records and safety regulations.

[0076] In a specific embodiment, this embodiment can also develop a centralized data integration platform to integrate data from different sensors and monitoring equipment, as well as document data, to provide a unified data view; implement a data quality control process to ensure that the collected data is accurate and to handle data anomalies in a timely manner. In addition, ensure that the uploaded data meets the standards for data security and privacy protection, and take necessary encryption and access control measures.

[0077] This embodiment improves the accuracy and reliability of water hazard data through real-time monitoring and data uploading; the acquisition and analysis of real-time data enables the mine to respond to water hazard events more quickly and reduce potential damage; the collected water hazard document data provides important information for risk assessment and management, and helps to formulate effective preventive measures; the centralized data integration platform provides decision makers with comprehensive data support, which helps to make more scientific decisions.

[0078] Optionally, in some embodiments, step S2 “building a compliance clue indicator model for the target mine based on water hazard data” may specifically include:

[0079] S21. Obtain the safety compliance requirements applied to the mine and define the corresponding compliance clue indicators;

[0080] S22. In response to the model requirements preset by the user, an indicator system of the compliance clue indicator model is constructed based on the compliance clue indicator;

[0081] S23. Analyze and standardize the water damage data to obtain standardized water damage data;

[0082] S24. After associating the standardized water hazard data with the defined compliance clue indicators, a compliance clue indicator model is constructed for generating compliance clue indicators of the target mine.

[0083] Specifically, the construction of the compliance clue indicator model in step S2 includes the following steps: first, collect and analyze the safety compliance requirements applicable to the mine, which can come from national or local laws and regulations, industry standards, etc.; then, based on the safety compliance requirements, define a series of key indicators that can reflect the compliance of the mine in water hazard prevention and control; then, in response to the model requirements pre-set by the user, build a systematic indicator system based on the defined compliance clue indicators; at the same time, conduct in-depth analysis and standardization of the collected water hazard data to ensure the consistency and comparability of the data; finally, associate the standardized water hazard data with the defined compliance clue indicators to build a model that can generate compliance clue indicators for the target mine.

[0084] In a specific embodiment, the modeling analysis of mine water hazard safety compliance clue indicators is based on the relevant regulations and specifications for mine water hazard prevention and control issued by the state, provinces and cities, as well as the actual business of coal mines, and the metadata such as hydrogeological conditions, document data and perception data in water hazard prevention and control work are processed according to different application logics and results are obtained. In order to build a water hazard clue research and judgment indicator model, a scientific automated analysis system is formed to be applied to actual water hazard prevention and control work scenarios.

[0085] First of all, the definition of indicators. As the key to ensuring the effectiveness of water hazard prevention and control, water hazard-related data is based on the Coal Mine Safety Regulations, combined with relevant regulations and specifications for water hazard prevention and control issued by the state, provinces and cities, and the actual prevention and control business of coal mines to form indicator definitions. At the same time, it is stored and processed in the form of reusable standardized data. According to the multiple angles and scenarios that affect water hazard prevention and control, a hierarchical and layered indicator management mode is adopted. Single indicators are managed independently and adjusted and associated at any time according to changes in regulations and actual application scenarios. The hierarchical logic is as follows: No secondary processing is required, and the original value of the data indicator can be directly obtained. For example, through the field extraction of the "mine water inrush point ledger" document, indicators such as "water inrush source coordinates" and "water inrush volume" are directly obtained. The initial data directly obtained is calculated and obtained through statistical dimensions such as counting, deduplication counting, summing, mean, maximum value, minimum value, and custom calculation formula to obtain indicators. In addition, it also includes indicators formed by performing composite operations between multiple data on upper-level indicators.

[0086] Then comes the document parsing process, which involves parsing documents in standardized formats and water hazard-related documents in non-standardized formats of each mine. After parsing the non-standardized format documents of each mine, the non-standard data is cleaned, processed, and converted, and the collected data is standardized to form a unified data format.

[0087] Finally, data binding is done. After "policy interpretation → judgment clauses → hierarchical disassembly → document parsing", the indicators in the indicator library are matched with the instances in the business scenarios to accurately and clearly generate traceable and traceable clues for water hazard risk assessment. Through multi-dimensional and multi-category instantiation, there is no need to re-arrange indicators due to changes in actual scenarios such as mines, working faces, and coal seams. The minimum instantiated data can be directly calculated. For example, the indicator "working face bottom plate water level" involves multiple working faces, and "coal seam roof water inflow" involves multiple coal seams. Different working faces and coal seams have their corresponding data, which need to be accurately collected and processed accordingly. The document parsed data enters the indicator center, and the standardized data is bound to the defined indicators, and the data in the document is bound to the set standardized indicators one by one. For example, the data in the "NH3-N (mg / L)" column in the "Water Quality Monitoring Situation" column in the "Coal Mine Water Source Water Quality Pollution Observation Data Ledger" is bound to the relevant indicators of each working face "NH3-N content".

[0088] Through the systematic compliance clue indicator model, this embodiment enables mines to more effectively meet safety compliance requirements and reduce the risk of violations; the model can more accurately identify and predict water hazard risks, so as to take timely preventive measures; provide data-based decision support for mine management, and improve the scientific nature and effectiveness of decision-making; standardized processing and data analysis improve the quality and availability of data, laying a solid foundation for further analysis and application; ensure that mine operations always comply with the latest laws and regulations to avoid penalties or responsibilities for non-compliance.

[0089] Optionally, in some embodiments, step S3 "generating safety compliance clues for identifying water hazard conditions in the target mine based on the compliance clue indicator model and the water hazard prevention and control indicator rules during the operation of the target mine" may specifically include:

[0090] S31. Obtaining the water hazard prevention index rules and determination strategies during the operation of the target mine, and integrating the water hazard prevention index rules into the rule engine;

[0091] S32. Obtaining compliance clue indicators generated based on the compliance clue indicator model;

[0092] S33. Based on the rule engine, the compliance clue indicators are analyzed according to the judgment strategy to obtain safety compliance clues for identifying the water hazard conditions of the target mine.

[0093] Specifically, for the generation of safety compliance clues in step S3, first obtain the water hazard prevention and control indicator rules and judgment strategies during the operation of the target mine, and integrate these rules into the rule engine; then obtain indicators from the compliance clue indicator model, which are key factors in evaluating the water hazard status of the mine; then analyze the compliance clue indicators based on the rule engine and judgment strategy to identify possible water hazard risks and compliance issues; finally, through the analysis of the rule engine, obtain safety compliance clues for identifying the water hazard status of the target mine, so as to guide the mine to take preventive or response measures.

[0094] In addition, this embodiment can also develop a real-time monitoring system to continuously track changes in compliance clue indicators and detect abnormal situations in a timely manner; use artificial intelligence technology, such as machine learning, to develop intelligent diagnostic tools to improve the accuracy and efficiency of analysis; integrate risk assessment modules to evaluate analysis results, determine risk levels and possible impacts; and allow users to customize reports based on specific needs, including detailed information on risk clues and recommended action plans. In addition to water hazard prevention and control indicators, other relevant factors, such as geological conditions, mine structure, etc., can also be considered for multi-dimensional analysis.

[0095] Through systematic analysis, this embodiment can more accurately identify water hazard risks and provide a basis for prevention and response; real-time monitoring and intelligent diagnostic tools can quickly respond to water hazard risks and reduce potential damage; and provide data-based decision support for mine management to improve the scientific nature and effectiveness of decision-making.

[0096] Optionally, in some embodiments, after step S33 of "obtaining safety compliance clues for identifying water hazard conditions in the target mine", the following steps may be specifically included:

[0097] S34. Analyze the security compliance clues to obtain compliance analysis results;

[0098] S35. Based on the compliance analysis results, generate a water hazard clue report and clue detail list corresponding to the target mine;

[0099] S36. Based on the compliance analysis results and their corresponding processing results, the compliance clue indicator model is adjusted.

[0100] Specifically, after step S33, this embodiment will also conduct an in-depth analysis of the safety compliance clues to understand the reasons and potential impacts behind them; based on the compliance analysis results, generate a water hazard clue report and a clue detail list for the target mine to provide detailed information for decision makers; and according to the compliance analysis results and their corresponding processing results, make necessary adjustments to the compliance clue indicator model to optimize future analysis and preventive measures.

[0101] In addition, this embodiment can also improve the efficiency and accuracy of report generation by developing automated tools to generate standardized and customized reports; by building a centralized risk management platform to integrate all relevant safety compliance clues and reports for unified management and tracking; by using historical data and trend analysis to predict potential water damage risks and prepare response strategies in advance; and by establishing a feedback mechanism to feed back actual water damage events and treatment results into the model to continuously optimize and adjust the model.

[0102] In a specific embodiment, the water hazard safety and compliance management system adheres to the principle of "forecasting and forecasting, exploring when in doubt, and treating before digging", and discovers and predicts the risks and hidden dangers of mine water hazards in advance, controls them in advance, and prevents them in time. According to the configuration of the indicator strategy, the indicator rules are flexibly applied to complex actual scenarios such as mine hydrological observation, hydrogeological work, ground and underground prevention and control. It supports the adaptive application of different role objects such as mines, supervision, and inspection.

[0103] For the clue conclusions obtained through analysis, the first step is clue judgment. Calculations are performed based on indicator rules and judgment strategies. Multiple subdivision indicator rules have combination relationships such as "not", "and", and "or". The disassembled subdivision indicators are configured with combination rules of "not", "and", and "or" according to the actual judgment terms. When the final calculation result reaches the configured trigger condition, a clue conclusion is formed for display and reminder.

[0104] Taking the judgment of the clue "organizing production and construction without ascertaining the hydrogeological conditions of the mine and the water accumulation in the goaf and abandoned old kilns within the mining area" as an example, it is broken down into many rule items, including "organizing production and construction without conducting hydrogeological exploration of the mining area", "organizing production and construction without ascertaining the water source, water diversion channel and water filling intensity of the mine", "the hydrogeological conditions of the mine have changed significantly, the source and amount of water inrush are quite different from the exploration report, and supplementary hydrogeological exploration of the mine has not been carried out to organize production and construction" and other 12 strategies. Each rule item covers N indicators, and the judgment logic of any indicator can trigger the judgment of risk clues.

[0105] For example, in the judgment item "The hydrogeological conditions of the mine have changed significantly, the source and amount of water inrush are quite different from the exploration report, and no supplementary hydrogeological exploration has been carried out to organize production and construction", through the strategic logical operation of "IF(source of water inrush at mine water inrush point ledger!=source of water inrush in exploration report||amount of water inrush at mine water inrush point ledger!=amount of water inrush in exploration report&&no supplementary mine hydrogeological exploration report)", the conclusion is drawn that "xxx mine is a mine with significant changes in hydrogeological conditions, and no supplementary hydrogeological exploration has been carried out to organize production and construction, which indicates a clue to the risk of major accident hazards".

[0106] The final clue information is generated according to different users such as mines, supervision, and inspection, and basic compliance clue information applicable to the objects is conveyed to the users in an intuitive and concise manner.

[0107] Then comes the clue analysis process. The template is displayed based on the detailed specifications and disassembly configuration conclusions related to water hazard prevention and control. The template supports manual modification and management. For situations that trigger risk and hidden danger conditions, the corresponding data information is automatically filled in the template to generate a compliance analysis conclusion. The analysis conclusion can include basic information, explanations of the safety and compliance issues, and other information. Analyze key water hazard indicators based on safety and compliance clues. Investigate and analyze the various sub-indicators that trigger the judgment standard, display the key indicators in detail, and provide users with detailed information such as the value, time, and source of the detailed indicators to facilitate investigation and tracing. Analyze the clue trends of key water hazard indicators based on safety and compliance clues. In the clauses that trigger the non-compliance judgment standard, the key indicators involved form a visual analysis, such as the trend analysis of related indicators.

[0108] This embodiment also provides key indicator analysis, such as generating a water hazard clue report. According to the calculation of indicator rules and strategy tasks, a professional inspection report is automatically generated based on the inspection results of the one-click clue inspection. The report shows the real-time occurrence of water hazard compliance clues during the inspection period, and supports data insight analysis of the clues that occurred. According to the conclusion of the data inspection task, it is automatically generated according to the report template. The clue report template is set according to the actual usage scenarios of different roles of mines, supervision, and inspection. For example, a clue detail list is generated. Through the underlying water hazard safety compliance clue indicator modeling analysis system, the mine operation status is scanned in real time on a regular basis. For the mine water hazard compliance clues inspected, a compliance clue detail ledger is established to record the detailed information of all water hazard clues in the mine, so as to achieve accurate and rapid backtracking of problems. In addition, through the water hazard clue query list, key information such as water hazard clue type, compliance clue name, region, coal mine name, and discovery time are displayed. At the list level, the comprehensive cycle management of water hazard compliance clues can be completed, and the confirmation management of clues can be performed for single, multiple, and full quantities.

[0109] In addition, after analyzing the key indicators, this embodiment can also set a variety of display methods to present complex data and information to users in an intuitive and easy-to-understand way. A large amount of data, trends and patterns are displayed in the form of graphics (such as bar charts, line charts, pie charts, etc.), images and interactive animations to help supervisors, regulators, and mine personnel quickly identify risk issues and conduct comprehensive research and judgment.

[0110] This embodiment improves the transparency of mine water risk management through detailed reports and detailed lists; systematic clue analysis and report generation enhance the mine's ability to manage water risks; continuous adjustment and optimization of the model ensure that risk assessment and management methods improve over time; quickly generated reports and detailed lists help to quickly respond to water events and reduce potential damage; provide decision makers with accurate and detailed information to help them make more informed decisions; and improve mine employees' awareness of and ability to respond to water risks through training and education.

[0111] Optionally, in some embodiments, step S4 "building a safety compliance management and control system applied to the target mine based on the safety compliance clues, the safety compliance management and control system being used to conduct a self-inspection of water hazard risks in the target mine" may specifically include:

[0112] S41. Analyze safety compliance clues to obtain water hazard risk analysis results of the target mine;

[0113] S42. Based on the results of the water hazard risk analysis, determine the self-inspection guarantee mechanism, risk assessment mechanism and emergency plan to be applied to the target mine;

[0114] S43 builds a safety and compliance management system for target mines based on self-inspection processes, risk assessment mechanisms and emergency plans.

[0115] Specifically, for the construction of the safety and compliance management system of the target mine in step S4, first, in-depth analysis of safety and compliance clues is performed to identify the water hazard risk of the target mine; then, based on the results of the water hazard risk analysis, the self-inspection guarantee mechanism of the mine is determined to ensure that the mine can self-inspect and identify potential risks; a risk assessment mechanism is established to conduct regular and continuous assessments of the water hazard risk of the mine; emergency plans are formulated for different water hazard situations so that quick action can be taken when a water hazard occurs; finally, the above mechanisms and plans are integrated into a safety and compliance management system to achieve self-inspection and management of mine water hazard risks.

[0116] In addition, this embodiment can also improve the accuracy and efficiency of risk assessment by developing intelligent tools and utilizing data analysis and machine learning algorithms; integrate real-time monitoring functions so that when potential risks are detected, the system can automatically trigger an alarm to alert relevant personnel; provide a user-customized interface to allow mines to adjust the parameters and settings of the management and control system according to their own needs; provide training for mine staff to ensure that they understand and can effectively use the safety and compliance management and control system; ensure that the management and control system can be integrated with other communication and collaboration tools to facilitate information sharing and team collaboration; establish a performance monitoring mechanism to regularly evaluate the effectiveness of the management and control system and optimize it based on feedback.

[0117] In a specific embodiment, based on the safety and compliance clues of mine water hazards, a safety and compliance multi-dimensional management and control system for water hazard risk self-inspection and compliance operation from the perspective of mines is constructed, which mainly includes a normalized water hazard inspection mechanism and a multi-dimensional management and control mode for water hazard clues. Among them, the normalized inspection mechanism is a working mechanism that automatically, periodically, and long-term inspects with an intelligent system based on indicators and rules. A stable indicator data operation mechanism is formed by using a modeling analysis system for water hazard clue indicators. The advance prediction of water hazard clues is achieved by setting a regular water hazard inspection mechanism. The system "scans" and calculates the data in real time on time according to the set water hazard inspection rules, and presents result-oriented, directional, evaluative, and analytical data through visual analysis methods, helping users to quickly locate the crux of the problem in massive data, prescribe the right medicine, and liberate manpower through intelligent means.

[0118] For the multi-dimensional control mode of water hazard clues, it can specifically include the monitoring and supervision and mine message linkage control and the water hazard clue intelligent analysis control mode; among them, the monitoring and supervision and mine message linkage control supports the two-level compliance clue message linkage on the mine side and the supervision side. After the superior supervision unit runs the rules and finds that the subordinate mine unit has water hazard clues or water hazard prevention and control is not compliant, it will directly supervise and remind through the system message with one key, and the subordinate will obtain the superior supervision message in real time, shorten the message path, and reduce the probability of coal mine water hazard accidents. The superior directly supervises and guides the subordinates' work in the system, promotes the optimization and improvement of the work process, and improves the overall operation efficiency. The water hazard clue intelligent analysis control mode is based on the above indicators and rule strategies. The system performs intelligent calculations and operations, and analyzes safety and compliance clues from multiple angles and displays them in multiple ways according to the rules and display templates. Through the analysis of water hazard clues, the intelligent system automatically generates the ranking, distribution, occurrence trend and other contents of the clues, and provides users with a basis for scientific decision-making in a visual form. For example, according to the set time period and other rules, the ranking of clues within a period of time is generated, and the specific types, extreme value details, etc. are analyzed; the distribution and proportion of compliance clues within a period of time are supported, and the proportion of each sub-type related to hydrogeology and water prevention and control work in the recent coal mine water hazard compliance clues is analyzed; the trend analysis of recent compliance clues is supported, including the frequency of a certain problem such as "failure to conduct water exploration and release in accordance with national regulations", the duration of the problem, and other dimensions; the content required for various actual scenarios such as the number of department clues and confirmation status is displayed. Macro analysis of the closed-loop situation of compliance clues within a period of time, such as the ranking of the number of water hazard risk clues in each coal seam, the closed-loop analysis of compliance clue processing efficiency, etc.

[0119] Through in-depth analysis of safety and compliance clues, this embodiment enables mines to identify water hazard risks earlier; the establishment of self-inspection guarantee mechanism and risk assessment mechanism improves the self-inspection and prevention capabilities of mines; the formulated emergency plan ensures that the mine can respond quickly and effectively when a water hazard occurs; the integrated risk management tools and processes improve the overall safety management level of the mine; ensure that mine operations comply with safety regulations and regulatory requirements to reduce the risk of violations; performance monitoring and feedback mechanisms help mines continuously improve their safety and compliance management and control systems; through effective risk management and emergency plans, the occurrence of water hazard accidents is reduced and the safety of miners is guaranteed.

[0120] Optionally, in some embodiments, step S5 "building a mine water hazard multi-dimensional control system for monitoring water hazard conditions in multiple target mines based on the safety compliance control systems corresponding to the multiple target mines" may specifically include:

[0121] S51. Obtain the safety compliance management and control systems corresponding to multiple target mines, integrate the safety management systems and data sources of each target mine, and establish a unified data interface and protocol;

[0122] S52. Utilize data analysis technology to integrate the safety and compliance management and control systems corresponding to multiple target mines through a unified data interface and protocol, and build a multi-dimensional mine water hazard management and control system for monitoring water hazard conditions in multiple target mines.

[0123] Specifically, for the construction of the multi-dimensional mine water hazard control system in step S5, the first step is to obtain the safety and compliance control systems of multiple target mines and integrate their respective safety management systems; then establish a unified data interface and protocol for each mine to ensure data compatibility and consistency; finally, use data analysis technology to integrate the safety and compliance control systems of each mine through a unified data interface and protocol.

[0124] In addition, this embodiment can also deploy the multi-dimensional management and control system on a cloud platform to improve the system's accessibility, scalability and data sharing capabilities; apply big data analysis technology to conduct in-depth analysis of large amounts of data from different mines to identify potential risk patterns; develop an intelligent early warning system that automatically issues an early warning when abnormal data or trends are detected; provide data visualization tools to display complex data in the form of graphics and charts for easy understanding and analysis; and develop mobile applications to enable supervisors to access the system anytime, anywhere for monitoring and analysis.

[0125] In a specific embodiment, based on multiple multi-dimensional data on mine water hazard safety and compliance, a multi-dimensional management and control system for mine water hazard safety and compliance is constructed to support scientific supervision and inspection from the perspective of supervision and inspection. The system is mainly divided into flexible inspection mode, normalized inspection mechanism and intelligent supervision and inspection mode.

[0126] Among them, for the flexible inspection mode, monitors, supervisors and mine personnel can generate inspection reports regularly through a variety of inspection methods according to their own needs, so as to provide decision-making support for safety supervision and inspection; for example, the automatic inspection method performs real-time multi-dimensional inspection scans on the collected mine data indicators through single or repeated timing, and generates water hazard inspection reports regularly; for example, the manual inspection method uses a one-click manual real-time inspection mode to quickly generate water hazard inspection reports, so as to conduct physical examinations for coal mines at any time.

[0127] For the normalized inspection mechanism, the normalized inspection mechanism is based on the above data indicators and rules for normal operation, and realizes a long-term, regular automatic inspection mechanism according to the set water hazard inspection cycle or irregular temporary inspection requirements. According to the water hazard inspection needs within a certain period of time, full data inspection is carried out according to the indicator model, and the inspection results are displayed, including the real-time compliance clue discovery, compliance clue closed loop, and compliance clue real-time operation.

[0128] As for the intelligent supervision and inspection mode, the intelligent supervision and inspection mode refers to relying on intelligent systems, based on the above-mentioned data indicators, rules and strategies, to realize automatic inspection and manual one-click inspection of water hazard safety compliance clues, forming a supervision and inspection mode suitable for the actual scenarios of supervisors and regulatory personnel, replacing the traditional manual supervision and regulatory work methods. The intelligent supervision and inspection mode can specifically include: the collection of clue details, the supervision and regulatory units collect the data of the coal mines under their jurisdiction, establish a detailed ledger of water hazard compliance clues, and centrally manage the operation of mines scanned in real time. The details of the water hazard clues of each mine are arranged and displayed in a centralized manner, which is convenient for managers to understand the specific indicators involved in the occurrence of clues and the evidence basis for triggering clues, and trace back to the original records of the occurrence of clues. Support fast retrieval of clues, and provide multi-dimensional retrieval methods, such as keyword retrieval, retrieval by time, retrieval by clue type, retrieval by mine, etc. Multi-dimensional monitoring and analysis, through the collection and processing of water hazard-related data of the coal mines under its jurisdiction, the intelligent system runs according to the clue rules, and the results of the regular inspection of water hazard safety compliance clues are displayed in the dimensions that users care about and in an intuitive way, including clue rankings, rankings of subordinate coal mines under supervision and supervision, clue discovery trends, etc. Clue supervision, through the data connection of the three-layer architecture of mines, supervision, and inspection, supports the supervision and inspection roles to supervise the clues of coal mines that have discovered water hazard compliance clues with one click, reminding the subordinate coal mines to promptly investigate the problems as soon as possible according to the found evidence basis, and prevent water hazard accidents.

[0129] This embodiment improves the efficiency of monitoring water hazards in multiple mines through a centralized multi-dimensional management and control system; big data analysis and intelligent early warning systems help to timely discover and identify water hazard risks; through centralized management, regulatory resources can be allocated more reasonably and regulatory efficiency can be improved; visualization and data analysis provide strong support for regulatory decisions; rapid early warning and information transmission mechanisms improve emergency response capabilities to water hazard incidents; and a centralized monitoring system improves the transparency of mine safety management and enhances the sense of responsibility of mines and regulatory agencies.

[0130] In summary, the multi-dimensional control method of mine water hazards provided in this embodiment, by disassembling and judging the relevant provisions and normative clauses, is analyzed into subdivided indicators to form an indicator model for water hazard clue control, and solves the current situation that the relevant personnel of coal mine water hazard prevention and control do not understand information technology, and the information personnel do not understand the coal mine water hazard prevention and control business. The indicator rule model is difficult to accurately abstract. The major problem. Through the three-layer role-end architecture design, the multi-dimensional adaptation of data standardization processing opens up the vertical and horizontal scenes of coal mines, supervision, and inspection, forming a system of autonomous management of the whole process of water hazard safety compliance throughout the "mine-supervision-supervision". It has great practical significance for optimizing the resource allocation of water hazard control work, improving the water hazard prevention and control early warning mechanism, and enhancing the control of water hazard clues. Replace manual inspection, research and judgment, and prejudgment with intelligent systems. For coal mining enterprises, it provides early warning of water hazard hazards for coal mines, forming a safety guarantee mechanism for timely handling of problems and early detection of hidden dangers. For monitoring and supervision units, replacing the traditional working mode of the monitoring role and replacing the traditional supervision working mode of the supervision role avoids the errors caused by relying on manual experience to discover and judge problems, greatly improves the accuracy and efficiency of supervision and inspection work, and forms an intelligent clue inspection system for scientific decision-making, scientific supervision, and supervision work. Through the intelligent system of coal mine water hazard safety and compliance control, it can realize all-round and multi-dimensional water hazard full life cycle supervision throughout the "mine-supervision-supervision", greatly improve the overall work efficiency of water hazard prevention and control decision-making and execution, and comprehensively protect the life safety of miners and mine safety production.

[0131] It should be understood that although Figure 2 The steps in the flowchart are shown in sequence as indicated by the arrows, but these steps are not necessarily executed in the order indicated by the arrows. Unless otherwise specified in this document, there is no strict order restriction for the execution of these steps, and these steps can be executed in other orders. Moreover, Figure 2 At least part of the steps may include multiple sub-steps or multiple stages. These sub-steps or stages are not necessarily executed at the same time, but can be executed at different times. The execution order of these sub-steps or stages is not necessarily sequential, but can be executed in turn or alternately with other steps or at least part of the sub-steps or stages of other steps.

[0132] In order to facilitate the implementation of the multi-dimensional mine water hazard control method of the embodiment of the present application, the embodiment of the present application also provides a multi-dimensional mine water hazard control system based on the multi-dimensional mine water hazard control method. The meanings of the terms are the same as those in the multi-dimensional mine water hazard control method, and the specific implementation details can refer to the description in the method embodiment.

[0133] See also Figure 3 , Figure 3The schematic diagram of the structure of the multi-dimensional mine water hazard control system provided in the embodiment of the present application, the multi-dimensional mine water hazard control system may specifically include a data acquisition module 201, a model building module 202, a clue generation module 203, a control module 204 and a monitoring module 205, which may be specifically as follows:

[0134] A data acquisition module 201 is used to acquire water hazard data of a target mine, where the water hazard data includes water hazard perception data and water hazard document data;

[0135] A model building module 202 is used to build a compliance clue indicator model of the target mine based on the water hazard data;

[0136] A clue generation module 203, for generating safety compliance clues for identifying water hazard conditions in a target mine based on a compliance clue indicator model and water hazard prevention indicator rules during the operation of the target mine;

[0137] A control module 204 is used to build a safety compliance control system applied to the target mine based on the safety compliance clues. The safety compliance control system is used to conduct a self-inspection of water hazard risks in the target mine;

[0138] The monitoring module 205 is used to build a multi-dimensional mine water hazard control system for monitoring the water hazard situation in the target mines based on the safety and compliance control systems corresponding to the multiple target mines.

[0139] Optionally, in some embodiments, the data acquisition module 201 may specifically include:

[0140] A deployment unit for pre-deploying sensors and monitoring equipment at monitoring points in a target mine;

[0141] The first acquisition unit is used to acquire the water hazard perception data of the target mine in the coal mine production process in real time through sensors and monitoring equipment, and upload the water hazard perception data to the monitoring host computer or cloud platform;

[0142] The second acquisition unit is used to acquire water hazard document data of the target mine, where the water hazard document data includes one or more of geological reports, hydrogeological maps, historical water hazard event records and safety regulations.

[0143] Optionally, in some embodiments, the model building module 202 may specifically include:

[0144] An indicator definition unit, used to obtain safety compliance requirements applied to mines and define corresponding compliance clue indicators;

[0145] An indicator system unit, for building an indicator system of a compliance clue indicator model based on compliance clue indicators in response to a model requirement preset by a user;

[0146] A data processing unit, used for analyzing and standardizing the water damage data to obtain standardized water damage data;

[0147] The model building unit is used to associate the standardized water hazard data with the defined compliance clue indicators and then build a compliance clue indicator model for generating compliance clue indicators of the target mine.

[0148] Optionally, in some embodiments, the clue generation module 203 may specifically include:

[0149] A rule integration unit is used to obtain the water hazard prevention and control index rules and judgment strategies during the operation of the target mine, and integrate the water hazard prevention and control index rules into the rule engine;

[0150] An indicator acquisition unit, used to acquire compliance clue indicators generated based on a compliance clue indicator model;

[0151] The clue generation unit is used to analyze the compliance clue indicators based on the rule engine according to the judgment strategy to obtain safety compliance clues for identifying the water hazard conditions of the target mine.

[0152] Optionally, in some embodiments, the clue generation module 203 may further specifically include:

[0153] A parsing unit, used to parse security compliance clues and obtain compliance parsing results;

[0154] A reporting unit, used to generate a water hazard clue report and clue detail list corresponding to the target mine based on the compliance analysis results;

[0155] The adjustment unit is used to adjust the compliance clue indicator model based on the compliance analysis result and its corresponding processing result.

[0156] Optionally, in some embodiments, the management and control module 204 may specifically include:

[0157] The risk analysis unit is used to analyze safety compliance clues and obtain water hazard risk analysis results for the target mine;

[0158] A development unit is used to determine the self-inspection protection mechanism, risk assessment mechanism and emergency plan to be applied to the target mine based on the results of the water hazard risk analysis;

[0159] The first construction unit is used to build a safety and compliance management and control system applied to the target mine based on the self-inspection process, risk assessment mechanism and emergency plan.

[0160] Optionally, in some embodiments, the monitoring module 205 may specifically include:

[0161] Integration unit, used to obtain the safety compliance management and control systems corresponding to multiple target mines, integrate the safety management systems and data sources of each target mine, and establish a unified data interface and protocol;

[0162] The second construction unit is used to utilize data analysis technology to integrate the safety and compliance management and control systems corresponding to multiple target mines through a unified data interface and protocol, and to construct a multi-dimensional mine water hazard management and control system for monitoring water hazard conditions in multiple target mines.

[0163] For the specific definition of the multi-dimensional mine water hazard control system, please refer to the definition of the multi-dimensional mine water hazard control method above, which will not be repeated here. Each module in the above-mentioned multi-dimensional mine water hazard control system can be implemented in whole or in part through software, hardware and a combination thereof. The above-mentioned modules can be embedded in or independent of the processor in the computer device in the form of hardware, or can be stored in the memory of the computer device in the form of software, so that the processor can call and execute the operations corresponding to the above modules.

[0164] The multi-dimensional mine water hazard management and control system provided in this embodiment can identify mine water hazard risks earlier and more accurately by constructing advanced indicator models and rule engines; through automated and intelligent multi-dimensional management and control of mines, the efficiency, accuracy and comprehensiveness of supervision work are effectively improved, the reliance on manual supervision is reduced, and scientific decision-making support is provided for supervisors and inspectors, so as to achieve advanced prediction of clues of mine water hazard, form a safety guarantee mechanism for timely handling of problems and early detection of hidden dangers, effectively prevent and reduce the risk of water hazard in mines, thereby improving the safety production level of mines and ensuring the life safety of miners.

[0165] In addition, the present application also provides an electronic device, such as Figure 4 As shown, it shows a schematic diagram of the structure of the electronic device involved in the embodiment of the present application, specifically:

[0166] The electronic device may include components such as a processor 301 with one or more processing cores, a memory 302 with one or more computer-readable storage media, a power supply 303, and an input unit 304. Those skilled in the art will appreciate that Figure 4 The electronic device structure shown in the figure does not constitute a limitation on the electronic device, and may include more or fewer components than shown in the figure, or combine certain components, or arrange the components differently.

[0167] The processor 301 is the control center of the electronic device. It uses various interfaces and lines to connect various parts of the entire electronic device. By running or executing software programs and / or modules stored in the memory 302, and calling data stored in the memory 302, it executes various functions of the electronic device and processes data, thereby monitoring the electronic device as a whole. Optionally, the processor 301 may include one or more processing cores; preferably, the processor 301 may integrate an application processor and a modem processor, wherein the application processor mainly processes the operating system, user interface, and application programs, and the modem processor mainly processes wireless communications. It is understandable that the above-mentioned modem processor may not be integrated into the processor 301.

[0168] The memory 302 can be used to store software programs and modules. The processor 301 executes various functional applications and a multi-dimensional control method for mine water hazards by running the software programs and modules stored in the memory 302. The memory 302 may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, an application required for at least one function (such as a sound playback function, an image playback function, etc.), etc.; the data storage area may store data created according to the use of the electronic device, etc. In addition, the memory 302 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one disk storage device, a flash memory device, or other volatile solid-state storage devices. Accordingly, the memory 302 may also include a memory controller to provide the processor 301 with access to the memory 302.

[0169] The electronic device also includes a power supply 303 for supplying power to each component. Preferably, the power supply 303 can be logically connected to the processor 301 through a power management system, so that the power management system can manage charging, discharging, power consumption and other functions. The power supply 303 can also include one or more DC or AC power supplies, recharging systems, power failure detection circuits, power converters or inverters, power status indicators and other arbitrary components.

[0170] The electronic device may further include an input unit 304, which may be used to receive input digital or character information and generate keyboard, mouse, joystick, optical or trackball signal input related to user settings and function control.

[0171] Although not shown, the electronic device may further include a display unit, etc., which will not be described in detail herein. Specifically in this embodiment, the processor 301 in the electronic device will load the executable files corresponding to the processes of one or more application programs into the memory 302 according to the following instructions, and the processor 301 will run the application programs stored in the memory 302, thereby realizing various functions, as follows:

[0172] Acquire water hazard data of the target mine, which includes water hazard perception data and water hazard document data; construct a compliance clue indicator model for the target mine based on the water hazard data; generate safety compliance clues for identifying water hazard conditions in the target mine based on the compliance clue indicator model and the water hazard prevention and control indicator rules during the operation of the target mine; construct a safety compliance management and control system for the target mine based on the safety compliance clues, which is used to conduct self-inspection of water hazard risks in the target mine; and construct a multi-dimensional mine water hazard management and control system for monitoring water hazard conditions in multiple target mines based on the safety compliance management and control systems corresponding to multiple target mines.

[0173] The specific implementation of the above operations can be found in the previous embodiments, which will not be described in detail here.

[0174] The embodiments of the present application can identify the risk of water damage in mines earlier and more accurately by constructing advanced indicator models and rule engines; by automating and intelligentizing the multi-dimensional management and control of mines, the efficiency, accuracy and comprehensiveness of supervision work are effectively improved, the reliance on manual supervision is reduced, and scientific decision-making support is provided for supervisors and inspectors, so as to achieve advanced prediction of clues of water damage in mines, form a safety guarantee mechanism for timely handling of problems and early detection of hidden dangers, effectively prevent and reduce the risk of water damage in mines, thereby improving the safety production level of mines and protecting the lives of miners.

[0175] A person of ordinary skill in the art will appreciate that all or part of the steps in the various methods of the above embodiments may be completed by instructions, or by controlling related hardware through instructions. The instructions may be stored in a computer-readable storage medium and loaded and executed by a processor.

[0176] To this end, an embodiment of the present application provides a storage medium in which a plurality of instructions are stored, and the instructions can be loaded by a processor to execute the steps in any of the multi-dimensional mine water hazard control methods provided in the embodiments of the present application. For example, the instructions can execute the following steps:

[0177] Acquire water hazard data of the target mine, which includes water hazard perception data and water hazard document data; construct a compliance clue indicator model for the target mine based on the water hazard data; generate safety compliance clues for identifying water hazard conditions in the target mine based on the compliance clue indicator model and the water hazard prevention and control indicator rules during the operation of the target mine; construct a safety compliance management and control system for the target mine based on the safety compliance clues, which is used to conduct self-inspection of water hazard risks in the target mine; and construct a multi-dimensional mine water hazard management and control system for monitoring water hazard conditions in multiple target mines based on the safety compliance management and control systems corresponding to multiple target mines.

[0178] The specific implementation of the above operations can be found in the previous embodiments, which will not be described in detail here.

[0179] The storage medium may include: a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk, etc.

[0180] Since the instructions stored in the storage medium can execute the steps in any one of the multi-dimensional mine water hazard control methods provided in the embodiments of the present application, the beneficial effects that can be achieved by any one of the multi-dimensional mine water hazard control methods provided in the embodiments of the present application can be achieved. Please see the previous embodiments for details and will not be repeated here.

[0181] The above is a detailed introduction to a multi-dimensional mine water hazard control method, system, electronic device and storage medium provided in the embodiments of the present application. Specific examples are used in this article to illustrate the principles and implementation methods of the present application. The description of the above embodiments is only used to help understand the method of the present application and its core idea; at the same time, for technical personnel in this field, according to the ideas of the present application, there will be changes in the specific implementation methods and application scope. In summary, the content of this specification should not be understood as a limitation on the present application.

Claims

1. A multi-dimensional control method for mine water hazards, characterized in that: The steps include: Acquire water hazard data of a target mine, wherein the water hazard data includes water hazard perception data and water hazard document data; Based on the water hazard data, construct a compliance clue indicator model for the target mine; Based on the compliance clue indicator model and the water hazard prevention and control indicator rules during the operation of the target mine, generating safety compliance clues for identifying the water hazard status of the target mine; Based on the safety compliance clues, a safety compliance management and control system applied to the target mine is constructed, and the safety compliance management and control system is used to conduct a self-inspection of water hazard risks in the target mine; Based on the safety and compliance management and control systems corresponding to multiple target mines, a multi-dimensional mine water hazard management and control system is constructed to monitor the water hazard conditions of multiple target mines.

2. The multi-dimensional control method for mine water hazards according to claim 1 is characterized in that: The step of obtaining water hazard data of a target mine includes: Pre-deploy sensors and monitoring equipment at monitoring points in target mines; Acquire water hazard perception data of the target mine in the coal mine production process in real time through the sensor and the monitoring equipment, and upload the water hazard perception data to a monitoring host computer or a cloud platform; The water hazard document data of the target mine is obtained, wherein the water hazard document data includes one or more of a geological report, a hydrogeological map, a historical water hazard event record, and a safety regulation.

3. The multi-dimensional mine water hazard control method according to claim 1, characterized in that: The step of constructing a compliance clue indicator model for the target mine based on the water hazard data includes: Obtain safety compliance requirements applied to mines and define corresponding compliance clue indicators; In response to the model requirements preset by the user, an indicator system of the compliance clue indicator model is constructed based on the compliance clue indicator; Analyzing and standardizing the water damage data to obtain standardized water damage data; After associating the standardized water hazard data with the defined compliance clue indicators, a compliance clue indicator model for generating compliance clue indicators of the target mine is constructed.

4. The multi-dimensional control method for mine water hazards according to claim 1, characterized in that: The generating of safety compliance clues for identifying water hazard conditions in the target mine based on the compliance clue indicator model and the water hazard prevention indicator rules during the operation of the target mine includes: Obtaining water hazard prevention and control index rules and determination strategies during the operation of the target mine, and integrating the water hazard prevention and control index rules into a rule engine; Obtaining compliance clue indicators generated based on the compliance clue indicator model; Based on the rule engine, the compliance clue indicators are analyzed according to the determination strategy to obtain safety compliance clues for identifying the water hazard status of the target mine.

5. The multi-dimensional mine water hazard control method according to claim 4, characterized in that: After obtaining safety compliance clues for identifying water hazards in target mines, it also includes: Analyze the security compliance clues to obtain compliance analysis results; Based on the compliance analysis results, a water hazard clue report and clue detail list corresponding to the target mine are generated; Based on the compliance analysis result and its corresponding processing result, the compliance clue indicator model is adjusted.

6. The multi-dimensional mine water hazard control method according to claim 1, characterized in that: Based on the safety compliance clues, a safety compliance management and control system applied to the target mine is constructed, and the safety compliance management and control system is used to conduct a self-inspection of water hazard risks in the target mine, including: Analyze the safety compliance clues to obtain the water hazard risk analysis results of the target mine; Based on the water hazard risk analysis results, determine the self-inspection guarantee mechanism, risk assessment mechanism and emergency plan applied to the target mine; Based on the self-inspection process, risk assessment mechanism and emergency plan, a safety and compliance management and control system applied to the target mine is constructed.

7. The multi-dimensional mine water hazard control method according to claim 1, characterized in that: The safety compliance control system corresponding to the multiple target mines is used to build a multi-dimensional mine water hazard control system for monitoring the water hazard conditions of the multiple target mines, including: Obtain the safety and compliance management systems corresponding to multiple target mines, integrate the safety management systems and data sources of each target mine, and establish a unified data interface and protocol; By using data analysis technology, the safety and compliance management and control systems corresponding to multiple target mines are integrated through the unified data interface and protocol, and a multi-dimensional mine water hazard management and control system for monitoring water hazard conditions in multiple target mines is constructed.

8. A multi-dimensional mine water hazard control system, characterized in that: include: A data acquisition module, used to acquire water hazard data of a target mine, wherein the water hazard data includes water hazard perception data and water hazard document data; A model building module, used to build a compliance clue indicator model of the target mine based on the water hazard data; A clue generation module, for generating safety compliance clues for identifying water hazard conditions in a target mine based on the compliance clue indicator model and water hazard prevention and control indicator rules during the operation of the target mine; A control module, used to construct a safety compliance control system applied to a target mine based on the safety compliance clues, wherein the safety compliance control system is used to conduct a self-inspection of water hazard risks in the target mine; The monitoring module is used to build a multi-dimensional mine water hazard management and control system for monitoring water hazard conditions in target mines based on the safety and compliance management and control systems corresponding to multiple target mines.

9. An electronic device, characterized in that: include: A memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the program according to the steps of the multi-dimensional mine water hazard control method as described in any one of claims 1 to 7.

10. A storage medium, characterized in that: A computer program is stored which can be loaded by a processor and execute the multi-dimensional mine water hazard control method as described in any one of claims 1 to 7.

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