Intelligent coal mine comprehensive production management and control method and system

Abstract

The invention discloses an intelligent coal mine comprehensive production management and control method and system, and belongs to the technical field of coal mine production management and control, and the system comprises a management and control platform which is used for the centralized management of coal mine production data, and the management and control platform collects and summarizes the real-time data from all modules through a unified interface, the security and accessibility of the data are ensured through a cloud storage technology; the data acquisition module is used for collecting information in the coal mine production process in real time, and the information comprises equipment operation parameters, environment monitoring data and personnel position information. According to the invention, the data acquisition module collects equipment operation parameters, environment monitoring data, personnel position information and other data in real time, the problem that real-time data acquisition is difficult in traditional coal mine production management and control is solved, a data basis is provided for efficient production management and control, the management and control platform serves as a core hub, data can be quickly received and processed, and the management and control efficiency is improved. Rapid adjustment of production equipment and production operation is achieved, and the overall efficiency of production management and control is improved.

Description

Technical Field

[0001] The present invention relates to the technical field of coal mine production control, and specifically to a comprehensive production control method and system for intelligent coal mines. Background Art

[0002] In the field of coal mine production control technology, traditional coal mine production control methods face many challenges. The underground environment of coal mines is complex, the equipment is numerous, and real-time data collection is difficult, resulting in low production control efficiency and data collection difficulties. In addition, the safety management risk is high, and the monitoring of harmful gases such as gas and dust is not in place, which can easily lead to safety accidents. In the field of traditional coal mine production control, due to the lack of effective data collection and analysis methods, coupled with decentralized equipment control, high safety management risks, decision-making reliance on experience, and backward personnel management, coal mine production efficiency and safety are difficult to be fully guaranteed;

[0003] Therefore, in order to improve the comprehensive management capabilities of coal mines, reduce safety management risks, and manage personnel and equipment in a unified and effective manner, a comprehensive production control method and system based on intelligent coal mines is proposed. Summary of the invention

[0004] The purpose of the present invention is to provide a comprehensive production control method and system based on intelligent coal mines to solve the problem in the field of coal mine production control raised in the above background technology that the production efficiency and safety of coal mines are difficult to be fully guaranteed due to the lack of effective data collection and analysis methods, as well as decentralized equipment control, high safety management risks, reliance on experience in decision-making, and backward personnel management.

[0005] To achieve the above purpose, the present invention provides the following technical solutions: a comprehensive production control method and system based on intelligent coal mine, comprising:

[0006] A management and control platform, which is used to centrally manage coal mine production data. The management and control platform collects and aggregates real-time data from various modules through a unified interface, and ensures data security and accessibility through cloud storage technology;

[0007] Data collection module, used to collect information in the coal mine production process in real time, including equipment operating parameters, environmental monitoring data, and personnel location information;

[0008] Equipment control module, used for remote control of production equipment in coal mines and status adjustment of automation equipment;

[0009] Data analysis and decision-making module, which is used to intelligently analyze the collected data and make production optimization suggestions based on preset algorithms and machine learning models;

[0010] Personnel management module, used for attendance management, safety training records and health status tracking of coal mine workers;

[0011] Production scheduling module, used to formulate production plans, arrange personnel shifts, and dynamically adjust production operations;

[0012] As a further preferred embodiment of the present technical solution: the control platform includes a central processor, a data server, a user authority management unit and a system configuration unit, the central processor is responsible for processing data and instructions from various modules, and coordinating the workflows between the modules, the data server is used to store and manage various types of data produced by the coal mine, including real-time data and historical data, and realizes redundant backup and remote access of data through cloud storage technology, and the user authority management unit is used to define access rights of different user levels to ensure that only authorized users can access specific data and services;

[0013] As a further preferred embodiment of the present technical solution: the data acquisition module includes an environmental sensor group, an equipment status sensor group and a video monitoring system;

[0014] The environmental sensor group includes gas sensors, dust sensors, temperature sensors and humidity sensors, which are used to monitor the environmental parameters of coal mines in real time; the equipment status sensor group is equipped with corresponding sensors for the main production equipment such as coal mining machines, conveyors, ventilators and water pumps, which are used to collect the operating status data of the equipment; the video monitoring system consists of multiple video monitoring cameras, which are installed in the key areas of underground mining faces, transportation tunnels and chambers to collect video image data in real time;

[0015] As a further preferred embodiment of the present technical solution: the device control module includes a remote control unit, a local control unit and a device state feedback unit;

[0016] The device status feedback unit receives the operating status information fed back by the device in real time, receives the actual operating speed, temperature, and pressure parameters of the device, and transmits this information to the management and control platform and the data analysis and decision-making module;

[0017] The local control unit is set at the local operation terminal of the equipment; the remote control unit remotely starts and stops the equipment, adjusts the speed, and adjusts the parameters through network communication technology; the local control unit has higher authority than the remote control unit;

[0018] As a further preferred embodiment of the present technical solution: the data analysis and decision-making module includes a data preprocessing unit, a data analysis unit and a decision-making unit. The data preprocessing unit performs denoising and normalization processing on the collected data to ensure the quality and reliability of the data. The data analysis unit discovers potential problems and optimization space in the production process through comprehensive analysis of equipment operation data, environmental monitoring data and personnel management data. The decision-making unit formulates production optimization suggestions and decision-making plans based on the data analysis results.

[0019] As a further preferred embodiment of the present technical solution: the personnel management module includes a personnel information management unit, a personnel trajectory tracking unit and a personnel scheduling management unit. The personnel information management unit is responsible for managing the basic information of coal mine workers, including name, age, position, contact information, etc. The personnel trajectory tracking unit uses positioning technology to track the location information of the workers in real time to ensure that personnel can be quickly evacuated in an emergency. The personnel scheduling management unit arranges personnel shifts according to production plans and personnel needs and determines the staffing of production positions;

[0020] As a further preferred embodiment of the present technical solution: the production scheduling module includes a personnel resource scheduling unit, an equipment resource scheduling unit and a production plan adjustment unit; the personnel resource scheduling unit schedules coal mine staff according to the production plan and personnel requirements, the equipment resource scheduling unit schedules production equipment according to production requirements and equipment operation status, and the production plan adjustment unit dynamically adjusts the production plan according to real-time data and emergencies to ensure the implementation of the production plan. At the same time, the production scheduling module can also be combined with the data analysis decision module to optimize and adjust according to the data analysis results to improve production efficiency and resource utilization;

[0021] As a further preferred embodiment of the present technical solution: the management and control platform, as a core hub, receives real-time data from the data acquisition module and transmits it to the data analysis and decision-making module for processing; the management and control platform issues instructions to the equipment control module and the production scheduling module according to the suggestions of the data analysis and decision-making module to adjust the production equipment and production operations; the personnel management module provides the production scheduling module with personnel information and health status tracking results, and provides a basis for the formulated personnel shift plan;

[0022] As a further preferred embodiment of the present technical solution: the equipment status feedback unit transmits the actual operating status information of the equipment to the data analysis and decision-making module in real time, and the data analysis and decision-making module conducts in-depth analysis based on these data to formulate more scientific and reasonable production optimization suggestions; at the same time, the data analysis and decision-making module issues instructions to the equipment control module based on the analysis results, adjusts the operating status of the equipment, and realizes equipment control.

[0023] Compared with the prior art, the present invention has the following beneficial effects:

[0024] 1. The present invention collects equipment operating parameters, environmental monitoring data, personnel location information and other data in real time through the data acquisition module, which solves the problem of difficulty in real-time data collection in traditional coal mine production control and provides a data basis for efficient production control;

[0025] 2. As the core hub, the control platform can quickly receive and process data, and issue instructions to the equipment control module and production scheduling module in a timely manner according to the suggestions of the data analysis and decision-making module, so as to achieve rapid adjustment of production equipment and production operations and improve the overall efficiency of production control;

[0026] 3. In addition, the data analysis and decision-making module can discover potential problems and optimization space in the production process by intelligently analyzing the collected data, including data preprocessing, comprehensive analysis of equipment operation data, environmental monitoring data and personnel management data, and make production optimization suggestions and decision-making plans based on preset algorithms and machine learning models, such as adjusting equipment operation parameters and optimizing personnel scheduling, thereby improving the scientificity and rationality of production decisions and thus improving production efficiency and resource utilization;

[0027] 4. The environmental sensor group can monitor the environmental parameters such as gas, dust, temperature and humidity in the coal mine in real time. The equipment status sensor group can monitor the operating status of the main production equipment. The video monitoring system can collect video image data of key areas in real time, ensuring the safe monitoring of the production environment and equipment in all directions. The personnel trajectory tracking unit uses positioning technology to track the location information of the staff in real time, and can quickly organize the evacuation of personnel in an emergency, thereby improving the safety of personnel. BRIEF DESCRIPTION OF THE DRAWINGS

[0028] Figure 1 It is a structural schematic diagram of the comprehensive production control method and system of intelligent coal mines according to the present invention. DETAILED DESCRIPTION

[0029] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0030] Example

[0031] See also Figure 1As shown, the present invention provides a technical solution: based on an intelligent coal mine comprehensive production control method and system, the system includes: a control platform, which is used to centrally manage coal mine production data. The control platform collects and aggregates real-time data from various modules through a unified interface, and ensures the security and accessibility of data through cloud storage technology; a data acquisition module, which is used to collect information in the coal mine production process in real time, including equipment operating parameters, environmental monitoring data, and personnel location information; an equipment control module, which is used to remotely control production equipment in the coal mine and adjust the state of automated equipment; a data analysis and decision-making module, which is used to perform intelligent analysis on the collected data and make production optimization suggestions based on preset algorithms and machine learning models;

[0032] Personnel management module, used for attendance management, safety training records and health status tracking of coal mine workers;

[0033] The production scheduling module is used to formulate production plans, arrange personnel shifts, and dynamically adjust production operations.

[0034] In this embodiment, specifically: the management and control platform includes a central processor, a data server, a user authority management unit and a system configuration unit. The central processor is responsible for processing data and instructions from various modules and coordinating the workflow between modules. The data server is used to store and manage various data produced by coal mines, including real-time data and historical data, and realizes redundant backup and remote access of data through cloud storage technology. The user authority management unit is used to define access rights of different user levels to ensure that only authorized users can access specific data and services;

[0035] The collected data is aggregated to the management and control platform through a unified interface. The central processor processes the data and coordinates the workflow between modules.

[0036] Data servers store and manage data, and use cloud storage technology to achieve redundant backup and remote access to data, ensuring data security and accessibility.

[0037] In this embodiment, specifically: the data acquisition module includes an environmental sensor group, a device status sensor group and a video monitoring system;

[0038] The environmental sensor group includes gas sensors, dust sensors, temperature sensors and humidity sensors, which are used to monitor the environmental parameters of coal mines in real time; the equipment status sensor group is equipped with corresponding sensors for the main production equipment such as coal mining machines, conveyors, ventilators and water pumps, which are used to collect the operating status data of the equipment; the video monitoring system consists of multiple video monitoring cameras, which are installed in the key areas of underground mining faces, transportation tunnels and chambers to collect video image data in real time;

[0039] The gas sensors, dust sensors, temperature sensors and humidity sensors in the environmental sensor group monitor the environmental parameters underground in the coal mine in real time to ensure the safety of the working environment. The equipment status sensor group collects operating status data for major production equipment such as coal mining machines, conveyors, ventilators, water pumps, etc., such as equipment speed, current, pressure, etc. The video monitoring system uses multiple cameras to collect video image data of key areas such as underground mining faces, transportation tunnels, and chambers in real time, providing managers with intuitive production site images.

[0040] In this embodiment, specifically: the device control module includes a remote control unit, a local control unit and a device state feedback unit;

[0041] The equipment status feedback unit receives the operating status information fed back by the equipment in real time, receives the actual operating speed, temperature, and pressure parameters of the equipment, and transmits this information to the management and control platform and the data analysis and decision-making module;

[0042] The local control unit is set at the local operation terminal of the equipment; the remote control unit remotely starts and stops the equipment, adjusts the speed, and adjusts the parameters through network communication technology; the local control unit has higher authority than the remote control unit.

[0043] In this embodiment, specifically: the data analysis and decision module includes a data preprocessing unit, a data analysis unit and a decision-making unit. The data preprocessing unit performs denoising and normalization processing on the collected data to ensure the quality and reliability of the data. The data analysis unit discovers potential problems and optimization space in the production process through comprehensive analysis of equipment operation data, environmental monitoring data and personnel management data. The decision-making unit formulates production optimization suggestions and decision plans based on the data analysis results.

[0044] The data preprocessing unit of the data analysis and decision module performs denoising and normalization processing on the collected data to improve data quality. The data analysis unit comprehensively analyzes equipment operation data, environmental monitoring data, and personnel management data, and uses preset algorithms and machine learning models to discover potential problems and optimization space. In one embodiment, the equipment failure risk is predicted by analyzing the historical operation data of the equipment, and maintenance plans are arranged in advance; the operation of the ventilation system is optimized according to environmental parameters and personnel location information to improve the safety of the working environment. The decision-making unit formulates production optimization suggestions and decision-making plans based on the analysis results, such as adjusting equipment operation parameters, optimizing personnel scheduling, etc.

[0045] In this embodiment, specifically: the personnel management module includes a personnel information management unit, a personnel trajectory tracking unit and a personnel scheduling management unit. The personnel information management unit is responsible for managing the basic information of coal mine workers, including name, age, position, contact information, etc. The personnel trajectory tracking unit uses positioning technology to track the location information of the workers in real time to ensure that personnel can be quickly organized for evacuation in an emergency. The personnel scheduling management unit arranges personnel shifts according to production plans and personnel needs and determines the staffing of production positions;

[0046] The personnel information management unit records the basic information of coal mine workers, including name, age, position, contact information, etc., to facilitate management personnel to deploy and manage personnel. The personnel trajectory tracking unit uses positioning technology to track the location information of workers in real time, and can quickly organize personnel evacuation in an emergency to improve personnel safety. The personnel scheduling management unit arranges personnel shifts according to production plans and personnel needs to ensure that production positions are reasonably staffed and improve work efficiency.

[0047] In this embodiment, specifically: the production scheduling module includes a personnel resource scheduling unit, an equipment resource scheduling unit and a production plan adjustment unit; the personnel resource scheduling unit schedules coal mine workers according to the production plan and personnel needs, the equipment resource scheduling unit schedules production equipment according to production needs and equipment operation status, and the production plan adjustment unit dynamically adjusts the production plan according to real-time data and emergencies to ensure the implementation of the production plan. At the same time, the production scheduling module can also be combined with the data analysis decision module to optimize and adjust according to the data analysis results to improve production efficiency and resource utilization;

[0048] The equipment control module remotely controls and adjusts the status of production equipment according to the instructions of the management and control platform and the data analysis and decision-making module. The remote control unit realizes remote start and stop, speed regulation and parameter adjustment through network communication technology. Operators can operate in places far away from the equipment site, which improves work efficiency and safety. The local control unit is used in emergencies or when fine operation is required to ensure reliable control of the equipment. The equipment status feedback unit transmits the equipment's operating status information to the management and control platform and the data analysis and decision-making module in real time to adjust the control strategy in time.

[0049] In this embodiment, specifically: the control platform serves as a core hub, receives real-time data from the data acquisition module, and transmits it to the data analysis and decision-making module for processing; the control platform issues instructions to the equipment control module and the production scheduling module according to the suggestions of the data analysis and decision-making module to adjust the production equipment and production operations; the personnel management module provides the production scheduling module with personnel information and health status tracking results, and provides a basis for the formulated personnel shift plan;

[0050] The personnel resource scheduling unit reasonably schedules coal mine workers according to the production plan and personnel needs to ensure that there are suitable personnel for each position. In one embodiment, the number of workers is increased during the peak production period to improve production efficiency; personnel are reasonably arranged to assist during equipment maintenance to shorten maintenance time. The equipment resource scheduling unit schedules production equipment according to production needs and equipment operating status. In one embodiment, according to the importance of production tasks, the use of equipment such as coal mining machines and conveyors is reasonably allocated to improve equipment utilization. The production plan adjustment unit dynamically adjusts the production plan according to real-time data and emergencies. In one embodiment, when equipment fails or environmental parameters exceed the standard, the production plan is adjusted in time to avoid production interruption; according to changes in market demand, the production plan is flexibly adjusted to improve the economic benefits of the enterprise.

[0051] In this embodiment, specifically: the equipment status feedback unit transmits the actual operating status information of the equipment to the data analysis and decision-making module in real time, and the data analysis and decision-making module conducts in-depth analysis based on these data to formulate more scientific and reasonable production optimization suggestions; at the same time, the data analysis and decision-making module issues instructions to the equipment control module based on the analysis results, adjusts the operating status of the equipment, and realizes equipment control.

[0052] Working principle:

[0053] S1. Use the environmental sensor group (gas sensor, dust sensor, temperature sensor and humidity sensor) in the data acquisition module to monitor the environmental parameters of the coal mine in real time. Use the equipment status sensor group to equip the main production equipment such as coal mining machines, conveyors, ventilators, water pumps, etc. with corresponding sensors to collect the operating status data of the equipment. With the help of the video monitoring system composed of multiple video monitoring cameras, installed in key areas such as underground mining faces, transportation tunnels, chambers, etc., real-time video image data is collected.

[0054] S2. The collected data is aggregated to the management and control platform through a unified interface. The central processor of the management and control platform is responsible for processing the data and instructions from each module and coordinating the workflow between modules. The data server stores and manages various data produced by the coal mine, including real-time data and historical data, and realizes redundant backup and remote access of data through cloud storage technology.

[0055] S3. The remote control unit in the equipment control module uses network communication technology to remotely start and stop the equipment, adjust the speed, and adjust the parameters. The local control unit is set at the local operation terminal of the equipment and is used in emergency situations or when fine operation is required. The authority of the local control unit is higher than that of the remote control unit. The equipment status feedback unit receives the operating status information fed back by the equipment in real time, such as actual operating speed, temperature, pressure and other parameters, and transmits this information to the management and control platform and data analysis and decision-making module.

[0056] S4. The data preprocessing unit of the data analysis and decision-making module denoises and normalizes the collected data to ensure the quality and reliability of the data. The data analysis unit discovers potential problems and optimization space in the production process through comprehensive analysis of equipment operation data, environmental monitoring data and personnel management data. The decision-making unit formulates production optimization suggestions and decision-making plans based on the data analysis results.

[0057] S5. The personnel information management unit of the personnel management module is responsible for managing the basic information of coal mine workers, including name, age, position, contact information, etc. The personnel trajectory tracking unit uses positioning technology to track the location information of workers in real time to ensure that personnel can be evacuated quickly in an emergency. The personnel scheduling management unit arranges personnel shifts and determines the staffing of production positions according to production plans and personnel needs.

[0058] S6. The personnel resource scheduling unit of the production scheduling module schedules coal mine workers according to the production plan and personnel needs. The equipment resource scheduling unit schedules production equipment according to production needs and equipment operation status. The production plan adjustment unit dynamically adjusts the production plan according to real-time data and emergencies to ensure the implementation of the production plan. At the same time, combined with the data analysis and decision-making module, it optimizes and adjusts according to the data analysis results to improve production efficiency and resource utilization.

[0059] S7. The management and control platform serves as the core hub, receiving data from the data acquisition module and passing it to the data analysis and decision-making module. At the same time, it issues instructions to the equipment control module and the production scheduling module based on its suggestions. The equipment control module is closely connected with the data analysis and decision-making module. The equipment status feedback unit transmits the equipment operation status information to the data analysis and decision-making module, which issues instructions to the equipment control module to adjust the equipment status based on the analysis results. The production scheduling module cooperates with the equipment control module and issues equipment scheduling instructions to the equipment control module according to the production plan. The personnel management module cooperates with the production scheduling module to provide it with personnel information and health status tracking results to formulate personnel shift plans. The personnel location information provided by the personnel trajectory tracking unit provides safety for the production scheduling module to organize personnel evacuation and the equipment control module to operate equipment. The management and control platform uniformly manages and coordinates the data of the personnel management module to ensure coordinated operation with other modules.

[0060] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. Based on intelligent coal mine comprehensive production control method and system, it is characterized by: include: A management and control platform, which is used to centrally manage coal mine production data. The management and control platform collects and aggregates real-time data from various modules through a unified interface, and ensures data security and accessibility through cloud storage technology; Data collection module, used to collect information in the coal mine production process in real time, including equipment operating parameters, environmental monitoring data, and personnel location information; Equipment control module, used for remote control of production equipment in coal mines and status adjustment of automation equipment; Data analysis and decision-making module, which is used to intelligently analyze the collected data and make production optimization suggestions based on preset algorithms and machine learning models; Personnel management module, used for attendance management, safety training records and health status tracking of coal mine workers; The production scheduling module is used to formulate production plans, arrange personnel shifts, and dynamically adjust production operations.

2. The method and system for comprehensive production control of intelligent coal mines according to claim 1, characterized in that: The management and control platform includes a central processing unit, a data server, a user authority management unit and a system configuration unit. The central processing unit is responsible for processing data and instructions from various modules and coordinating the workflow between modules. The data server is used to store and manage various types of data produced by coal mines, including real-time data and historical data, and realizes redundant backup and remote access of data through cloud storage technology. The user authority management unit is used to define access rights for different user levels to ensure that only authorized users can access specific data and services.

3. The method and system for comprehensive production control of intelligent coal mines according to claim 2, characterized in that: The data acquisition module includes an environmental sensor group, an equipment status sensor group and a video monitoring system; The environmental sensor group includes gas sensors, dust sensors, temperature sensors and humidity sensors, which are used to monitor the environmental parameters underground in coal mines in real time; the equipment status sensor group is equipped with corresponding sensors for the main production equipment such as coal mining machines, conveyors, ventilators and water pumps to collect the operating status data of the equipment; the video monitoring system consists of multiple video monitoring cameras, which are installed in key areas of underground mining faces, transportation tunnels and chambers to collect video image data in real time.

4. The method and system for comprehensive production control of intelligent coal mines according to claim 3 is characterized in that: The device control module includes a remote control unit, a local control unit and a device status feedback unit; The device status feedback unit receives the operating status information fed back by the device in real time, receives the actual operating speed, temperature, and pressure parameters of the device, and transmits this information to the management and control platform and the data analysis and decision-making module; The local control unit is arranged at the local operation terminal of the equipment; the remote control unit remotely starts and stops the equipment, adjusts the speed, and adjusts the parameters through network communication technology; the local control unit has higher authority than the remote control unit.

5. The method and system for comprehensive production control of intelligent coal mines according to claim 4 is characterized in that: The data analysis and decision-making module includes a data preprocessing unit, a data analysis unit and a decision-making unit. The data preprocessing unit performs denoising and normalization processing on the collected data to ensure the quality and reliability of the data. The data analysis unit discovers potential problems and optimization space in the production process through comprehensive analysis of equipment operation data, environmental monitoring data and personnel management data. The decision-making unit formulates production optimization suggestions and decision-making plans based on the data analysis results.

6. The method and system for comprehensive production control of intelligent coal mines according to claim 5 is characterized in that: The personnel management module includes a personnel information management unit, a personnel trajectory tracking unit and a personnel scheduling management unit. The personnel information management unit is responsible for managing the basic information of coal mine workers, including name, age, position, contact information, etc. The personnel trajectory tracking unit uses positioning technology to track the location information of workers in real time to ensure that personnel can be evacuated quickly in an emergency. The personnel scheduling management unit arranges personnel shifts and determines the staffing of production positions according to production plans and personnel needs.

7. The method and system for comprehensive production control of intelligent coal mines according to claim 6 is characterized in that: The production scheduling module includes a personnel resource scheduling unit, an equipment resource scheduling unit and a production plan adjustment unit; the personnel resource scheduling unit schedules coal mine staff according to the production plan and personnel needs, the equipment resource scheduling unit schedules production equipment according to production needs and equipment operating status, and the production plan adjustment unit dynamically adjusts the production plan according to real-time data and emergencies to ensure the implementation of the production plan. At the same time, the production scheduling module can also be combined with the data analysis and decision-making module to perform optimization and adjustment according to the data analysis results to improve production efficiency and resource utilization.

8. The method and system for comprehensive production control of intelligent coal mines according to claim 7, characterized in that: As the core hub, the management and control platform receives real-time data from the data acquisition module and passes it to the data analysis and decision-making module for processing; based on the suggestions of the data analysis and decision-making module, the management and control platform issues instructions to the equipment control module and the production scheduling module to adjust the production equipment and production operations; the personnel management module provides the production scheduling module with personnel information and health status tracking results, which provide a basis for the formulated personnel shift plan.

9. The method and system for comprehensive production control of intelligent coal mines according to claim 8, characterized in that: The equipment status feedback unit transmits the actual operating status information of the equipment to the data analysis and decision-making module in real time. The data analysis and decision-making module conducts in-depth analysis based on these data and formulates more scientific and reasonable production optimization suggestions. At the same time, the data analysis and decision-making module issues instructions to the equipment control module based on the analysis results to adjust the operating status of the equipment and realize equipment control.

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