Intelligent control system based on tunnel face air quality

By designing an intelligent control system, the air quality and working conditions in the tunnel are monitored in real time and the working frequency of the fan motor is automatically adjusted, which solves the problems of low efficiency and inability to respond to changes in air quality in real time in traditional tunnel ventilation systems, and improves construction efficiency and safety.

CN119878267APending Publication Date: 2025-04-25CHINA RAILWAY SEVENTH BUREAU GRP XIAN RAILWAY ENG CO LTD +2
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Patent Information

Application Number
CN202411654764.2
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-11-19
Publication Date
2025-04-25

AI Technical Summary

Technical Problem

Traditional tunnel ventilation systems rely on external fans and manual adjustments, and are inefficient and cannot respond to changes in the internal air quality of the tunnel in real time.

Method used

An intelligent control system based on palm surface air quality is designed, including the air quality detection end, working condition identification end, fan control end and emergency alarm end. By monitoring the air quality and working conditions in real time, the working frequency of the fan motor is automatically adjusted.

Benefits of technology

Real-time monitoring and automatic adjustment of the air quality inside the tunnel is achieved, manual intervention is reduced, construction efficiency and safety is improved, and alarms are issued and ventilation is increased in a timely manner in case of emergency.

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Abstract

The invention discloses a tunnel face-based air quality intelligent control system, and relates to the technical field of tunnel construction, the tunnel face-based air quality intelligent control system comprises an air quality detection end, a working condition identification end, a fan control end and an emergency alarm end, the air quality detection end comprises a dust concentration measuring instrument, a harmful gas measuring instrument, a CO2 concentration measuring instrument and an oxygen concentration measuring instrument, the working condition identification end comprises a tunnel depth measuring instrument, a cross section area measuring instrument and a humidity sensor, and the fan control end comprises a data acquisition module, a data analysis module, an AI training module, a data storage module, a fan control module, a fan and a communication module. The signal acquisition module and the data analysis module are respectively used for monitoring the concentrations of dust, harmful gas, CO2 and oxygen on the tunnel face in the tunnel, the signal acquisition module transmits acquired data signals of the measuring instrument to the data analysis module, and the data analysis module automatically adjusts the working frequency of a fan motor according to a set threshold value.
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Description

Technical Field

[0001] The invention belongs to the technical field of tunnel construction, and in particular relates to an intelligent control system based on tunnel face air quality. Background Art

[0002] During tunnel construction, the air quality at the face is a key factor affecting construction safety and the health of construction workers. During tunnel excavation and construction, the ventilation requirements in the tunnel change according to different face areas, tunnel depths, wet spraying and other working conditions. Traditional tunnel ventilation systems mainly rely on external fans, and specialized personnel manually adjust the operating frequency of the fan motor. This method is not only inefficient, but also unable to respond to changes in the air quality inside the tunnel in real time. With the development of tunnel construction technology, the demand for real-time monitoring and automatic adjustment of the air quality inside the tunnel is increasing. Therefore, it is particularly important to develop an intelligent control system that can automatically monitor and adjust the air quality inside the tunnel. Summary of the invention

[0003] The purpose of the present invention is to provide an intelligent control system based on the air quality of the tunnel face. By setting an air quality detection terminal, the problem that the traditional tunnel ventilation system mainly relies on external fans and the operating frequency of the fan motor is manually adjusted by specialized personnel is solved. This method is not only inefficient, but also cannot respond to changes in the air quality inside the tunnel in real time.

[0004] In order to solve the above technical problems, the present invention is achieved through the following technical solutions: The present invention is an intelligent control system based on face air quality, comprising an air quality detection terminal, a working condition identification terminal, a fan control terminal and an emergency alarm terminal, wherein the air quality detection terminal comprises a dust concentration measuring instrument, a harmful gas measuring instrument, a CO2 concentration measuring instrument and an oxygen concentration measuring instrument, the working condition identification terminal comprises a tunnel depth measuring instrument, a cross-sectional area measuring instrument and a humidity sensor, the fan control terminal comprises a data acquisition module, a data analysis module, an AI training module, a data storage module, a fan control module, a fan and a communication module; the dust concentration measuring instrument, the harmful gas measuring instrument, the CO2 concentration measuring instrument and the oxygen concentration measuring instrument are all unidirectionally connected to the data acquisition module; the tunnel depth measuring instrument, the cross-sectional area measuring instrument and the humidity sensor are all unidirectionally connected to the data acquisition module; the data acquisition module is unidirectionally connected to the data analysis module; the data analysis module is unidirectionally connected to the AI ​​training module The modules are bidirectionally connected; the data analysis module is unidirectionally connected to the data storage module; the data analysis module is unidirectionally connected to the fan control module; the fan control module is unidirectionally connected to the fan; the fan control module is unidirectionally connected to the communication module, and the emergency alarm end includes a signal receiving module, a data overload module, an emergency response module, a human-computer interaction module, a central control unit, a buzzer, an air volume increase module, a warning light and a speaker; the signal receiving module is unidirectionally connected to the communication module; the signal receiving module is unidirectionally connected to the data overload module; the signal receiving module is unidirectionally connected to the data overload module; the emergency response module is bidirectionally connected to the human-computer interaction module; the emergency response module is unidirectionally connected to the central control unit; the central control unit is unidirectionally connected to the buzzer, the air volume enhancement module, the warning light and the speaker respectively; the air volume enhancement module is unidirectionally connected to the fan.

[0005] As a preferred technical solution, the dust concentration measuring instrument is responsible for real-time monitoring of the dust concentration in the air. Through real-time monitoring of the dust concentration sensor, it can be timely discovered whether the dust concentration has reached the dangerous threshold, so as to take dust reduction measures in time. The harmful gas concentration measuring instrument is responsible for real-time monitoring, early warning, accident prevention and ensuring that construction personnel are aware of the environmental conditions in a timely manner, timely discovering and handling leakage problems, reducing work interruptions and delays caused by excessive gas concentrations, accurately reflecting gas changes in the face, and helping the construction team to make correct judgments. The CO2 concentration measuring instrument is responsible for monitoring the carbon dioxide concentration in the face. This is crucial to ensure the safety of the construction environment, because excessive accumulation of CO2 not only affects air quality, but may also threaten the health of workers. The oxygen concentration measuring instrument is responsible for the oxygen measuring instrument adopts high-precision electrochemical or zirconia principles, and can monitor the oxygen concentration in the face in real time, because excessive or insufficient oxygen will threaten the health of workers.

[0006] As a preferred technical solution, the tunnel depth measuring instrument is responsible for using laser ranging or electromagnetic wave ranging technology to monitor the depth of the tunnel in real time, because the accurate measurement of the tunnel depth directly affects the progress of the project and the stability of the structure. The tunnel depth measuring instrument also has a data recording function, which can store the detection data for a long time, which is convenient for subsequent analysis and formulation of improvement measures. By analyzing historical data, the construction unit can better understand the changing trend of the tunnel depth. The cross-sectional area measuring instrument is responsible for real-time monitoring of the cross-sectional area of ​​the face, and the construction unit can arrange the construction progress and resource allocation more reasonably. When the cross-sectional area of ​​the face is large, the construction personnel and equipment can be appropriately increased to improve the construction efficiency. On the contrary, the resource input can be reduced to avoid waste, so that the air volume frequency can be adjusted according to different areas. The humidity measuring instrument is responsible for providing high-precision measurement data and real-time monitoring of the humidity changes of the face, which is used to timely discover potential safety hazards and adjust the construction plan; through real-time monitoring, the construction unit can instantly obtain the humidity information of the face, so as to timely adjust the construction plan and ventilation strategy to ensure that the humidity of the construction environment is within an appropriate range.

[0007] As a preferred technical solution, the data acquisition module is responsible for collecting multiple groups of data from the air quality detection end and the working condition identification end, and decoding the signal. The data analysis module is responsible for analyzing and logically processing the decoded data. The AI ​​training module is responsible for algorithm training in the large amount of data uploaded by the analysis to achieve automatic evaluation of different construction environments and working conditions. The AI ​​module can predict the changing trend of the air quality inside the tunnel and adjust the ventilation strategy in advance to cope with possible deterioration of the air quality. The data storage module is responsible for storing the logically processed data for subsequent viewing. The fan control module is responsible for adjusting the operating frequency of the fan motor according to the instructions of the central control unit to achieve the required ventilation. The fan control module receives the command of the central control unit and accurately adjusts the frequency converter connected to the fan motor to adjust its operating frequency and air volume. The fan is responsible for delivering fresh air from the outside into the tunnel face through continuous operation, and at the same time discharging the dirty air inside to ensure that the construction personnel can breathe enough fresh air. The communication module is responsible for data transmission between the data analysis unit and the signal receiving module.

[0008] As a preferred technical solution, the signal structure module is responsible for receiving the data signal sent by the data analysis unit, the data overload module is responsible for analyzing the received data, and when the analyzed data is greater than the predicted data, an alarm signal is transmitted, the emergency response module is responsible for receiving the alarm signal, and when potential danger is found or the air quality suddenly deteriorates, the emergency response program is automatically started and sent to the central control unit, and the human-computer interaction module is responsible for providing an intuitive interface for the operator to view the current air quality indicators, working condition information and system status after receiving the alarm signal sent by the data overload module; in addition, the operator can manually adjust the ventilation parameters or make other inputs through the interface, and the central control unit is responsible for parsing the emergency response program and performing The execution signal is sent; the buzzer is responsible for being installed at every fifty meters of the tunnel spacing. When receiving the signal analyzed by the central control unit, it will issue an alarm sound to remind people to pay attention or warn in an emergency; the warning light is responsible for being installed at every fifty meters of the tunnel spacing. When receiving the signal analyzed by the central control unit, it will illuminate the dark part of the tunnel and give a warning; the speaker is responsible for being installed at every two hundred meters of the tunnel spacing. When receiving the signal analyzed by the central control unit, the speaker will issue an alarm sound or a pre-recorded sound to remind the surrounding people, which plays a deterrent and reminder role; the air volume increase module is responsible for increasing the operating frequency of the fan motor after receiving the signal analyzed by the central control unit to achieve the required ventilation in a deteriorating environment.

[0009] The present invention has the following beneficial effects: The present invention sets an air quality detection terminal, a dust concentration measuring instrument, a harmful gas measuring instrument, a CO2 concentration measuring instrument and an oxygen concentration measuring instrument to respectively monitor the dust, harmful gas, CO2 and oxygen concentrations on the tunnel face. The signal acquisition module transmits the collected measuring instrument data signals to the data analysis module. The data analysis module automatically adjusts the operating frequency of the fan motor according to the set threshold value. The system can respond to the changes in the air quality inside the tunnel in real time, reduce manual intervention, and improve construction efficiency and safety.

[0010] The present invention sets a working condition identification terminal to detect the tunnel distance, tunnel cross-sectional area and humidity respectively, and determines the current construction environment through image recognition or sensor data analysis, so as to facilitate construction personnel to understand the construction conditions in the tunnel in real time and improve the safety of construction.

[0011] The present invention sets an emergency alarm terminal. When the system detects potential danger or sudden deterioration of air quality, it automatically starts the emergency response program, increases the ventilation volume, thereby reducing the concentration of dangerous gases, and simultaneously sounds an alarm and turns on a warning light to prompt the construction workers, thereby reminding them to quickly escape and ensure their safety.

[0012] Of course, any product implementing the present invention does not necessarily need to achieve all of the advantages described above at the same time. BRIEF DESCRIPTION OF THE DRAWINGS

[0013] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings required for describing the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other accompanying drawings can be obtained based on these accompanying drawings without paying creative work.

[0014] Figure 1 This is the intelligent control system based on the face air quality of the present invention. DETAILED DESCRIPTION

[0015] 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.

[0016] See also Figure 1 As shown, the present invention is an intelligent control system based on face air quality, including an air quality detection terminal, a working condition identification terminal, a fan control terminal and an emergency alarm terminal. The air quality detection terminal includes a dust concentration measuring instrument, a harmful gas measuring instrument, a CO2 concentration measuring instrument and an oxygen concentration measuring instrument. The working condition identification terminal includes a tunnel depth measuring instrument, a cross-sectional area measuring instrument and a humidity sensor. The fan control terminal includes a data acquisition module, a data analysis module, an AI training module, a data storage module, a fan control module, a fan and a communication module. The dust concentration measuring instrument, harmful gas measuring instrument, CO2 concentration measuring instrument and oxygen concentration measuring instrument are all unidirectionally connected to the data acquisition module; the tunnel depth measuring instrument, cross-sectional area measuring instrument and humidity sensor are all unidirectionally connected to the data acquisition module; the data acquisition module is unidirectionally connected to the data analysis module; the data analysis module is bidirectionally connected to the AI ​​training module; the data analysis module is unidirectionally connected to the data storage module; the data analysis module is unidirectionally connected to the fan control module; the fan control module is unidirectionally connected to the fan; the fan control module is unidirectionally connected to the communication module, and the emergency alarm end includes a signal receiving module, a data overload module, an emergency response module, a human-computer interaction module, a central control unit, a buzzer, an air volume increase module, a warning light and a speaker; the signal receiving module is unidirectionally connected to the communication module; the signal receiving module is unidirectionally connected to the data overload module; the signal receiving module is unidirectionally connected to the data overload module; the emergency response module is bidirectionally connected to the human-computer interaction module; the emergency response module is unidirectionally connected to the central control unit; the central control unit is unidirectionally connected to the buzzer, air volume enhancement module, warning light and speaker respectively; the air volume enhancement module is unidirectionally connected to the fan.

[0017] The dust concentration measuring instrument is responsible for real-time monitoring of the dust concentration in the air. Through the real-time monitoring of the dust concentration sensor, it can be found in time whether the dust concentration has reached the dangerous threshold, so as to take dust reduction measures in time. The harmful gas concentration measuring instrument is responsible for real-time monitoring, early warning, accident prevention and ensuring that construction personnel are aware of the environmental conditions in a timely manner, timely discovering and handling leakage problems, reducing work interruptions and delays caused by excessive gas concentration, accurately reflecting the gas changes in the face, and helping the construction team to make correct judgments. The CO2 concentration measuring instrument is responsible for monitoring the carbon dioxide concentration in the face. This is crucial to ensure the safety of the construction environment, because excessive accumulation of CO2 not only affects the air quality, but also may threaten the health of workers. The oxygen concentration measuring instrument is responsible for the oxygen measuring instrument using high-precision electrochemical or zirconia principles, which can monitor the oxygen concentration in the face in real time, because excessive or insufficient oxygen will threaten the health of workers.

[0018] The tunnel depth meter is responsible for using laser ranging or electromagnetic wave ranging technology to monitor the depth of the tunnel in real time. Because the accurate measurement of the tunnel depth directly affects the progress of the project and the stability of the structure, the tunnel depth meter also has a data recording function, which can store the detection data for a long time, which is convenient for subsequent analysis and the formulation of improvement measures. By analyzing historical data, the construction unit can better understand the changing trend of the tunnel depth. The cross-sectional area meter is responsible for real-time monitoring of the cross-sectional area of ​​the face. The construction unit can arrange the construction progress and resource allocation more reasonably. When the cross-sectional area of ​​the face is large, the construction personnel and equipment can be appropriately increased to improve the construction efficiency. On the contrary, the resource input can be reduced to avoid waste, so as to adjust the air volume frequency according to different areas. The humidity meter is responsible for providing high-precision measurement data and real-time monitoring of the humidity changes of the face, which is used to timely discover potential safety hazards and adjust the construction plan; through real-time monitoring, the construction unit can instantly obtain the humidity information of the face, so as to adjust the construction plan and ventilation strategy in time to ensure that the humidity of the construction environment is within an appropriate range.

[0019] The data acquisition module is responsible for collecting multiple sets of data from the air quality detection end and the working condition identification end, and decoding the signals. The data analysis module is responsible for analyzing and logically processing the decoded data. The AI ​​training module is responsible for algorithm training in the large amount of data uploaded by the analysis to achieve automatic evaluation of different construction environments and working conditions. The AI ​​module can predict the changing trend of the air quality inside the tunnel and adjust the ventilation strategy in advance to cope with possible deterioration of air quality. The data storage module is responsible for storing the logically processed data for subsequent viewing. The fan control module is responsible for adjusting the operating frequency of the fan motor according to the instructions of the central control unit to achieve the required ventilation. The fan control module receives the command of the central control unit and accurately adjusts the frequency converter connected to the fan motor to adjust its operating frequency and air volume. The fan is responsible for delivering fresh air from the outside into the face through continuous operation, and at the same time exhausting the dirty air inside to ensure that construction personnel can breathe enough fresh air. The communication module is responsible for data transmission between the data analysis unit and the signal receiving module.

[0020] The signal structure module is responsible for receiving the data signal sent by the data analysis unit. The data overload module is responsible for analyzing the received data. When the analyzed data is greater than the predicted data, an alarm signal is transmitted. The emergency response module is responsible for receiving the alarm signal. When potential dangers or sudden deterioration of air quality are found, the emergency response program is automatically started and sent to the central control unit. The human-computer interaction module is responsible for providing an intuitive interface for operators to view the current air quality indicators, working condition information and system status after receiving the alarm signal sent by the data overload module. In addition, the operator can manually adjust the ventilation parameters or make other inputs through this interface. The central control unit is responsible for parsing the emergency response program and sending execution signals The buzzer is responsible for being installed at every fifty meters of the tunnel spacing. When receiving the signal analyzed by the central control unit, it will issue an alarm sound to remind people to pay attention or warn in an emergency. The warning light is responsible for being installed at every fifty meters of the tunnel spacing. When receiving the signal analyzed by the central control unit, it will illuminate the dark part of the tunnel and give a warning. The speaker is responsible for being installed at every two hundred meters of the tunnel spacing. When receiving the signal analyzed by the central control unit, the speaker will issue an alarm sound or a pre-recorded sound to remind the surrounding people, which plays a deterrent and reminder role. The air volume increase module is responsible for increasing the operating frequency of the fan motor after receiving the signal analyzed by the central control unit to achieve the required ventilation in a deteriorating environment.

[0021] A specific application of this embodiment is: by setting up an air quality detection terminal and a working condition identification terminal, a dust concentration meter, a harmful gas meter, a CO2 concentration meter and an oxygen concentration meter are used to monitor the dust, harmful gas, CO2 and oxygen concentrations of the tunnel face respectively; a tunnel depth meter, a cross-sectional area meter and a humidity sensor are used to detect the tunnel distance, tunnel cross-sectional area and humidity respectively, and determine the current construction environment through image recognition or sensor data analysis, so that construction personnel can understand the construction working conditions in the tunnel in real time. The signal acquisition module transmits the collected measuring instrument data signal to the data analysis module, and the data analysis module The operating frequency of the fan motor is automatically adjusted according to the set threshold. The system can respond to changes in the air quality inside the tunnel in real time, reduce manual intervention, and improve construction efficiency and safety. When the data overload module detects potential danger or a sudden deterioration in air quality, it automatically starts the emergency response program, which is transmitted to the central control unit to convey the command. The air volume increase module inputs an instruction to increase the air volume to the fan, thereby increasing the ventilation volume and reducing the concentration of dangerous gases. At the same time, the speaker and buzzer sound an alarm, and the warning light turns on, which prompts the construction workers to quickly escape and ensure their safety.

[0022] It is worth noting that in the above system embodiment, the various units included are only divided according to functional logic, but are not limited to the above division, as long as the corresponding functions can be achieved; in addition, the specific names of the functional units are only for the convenience of distinguishing each other, and are not used to limit the scope of protection of the present invention.

[0023] In addition, those skilled in the art can understand that all or part of the steps in the above-mentioned embodiments can be completed by instructing related hardware through a program, and the corresponding program can be stored in a computer-readable storage medium.

[0024] The preferred embodiments of the present invention disclosed above are only used to help illustrate the present invention. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to the specific implementation methods described. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present invention, so that those skilled in the art can understand and use the present invention well. The present invention is limited only by the claims and their full scope and equivalents.

Claims

1. Based on the intelligent control system of tunnel face air quality, it includes air quality detection terminal, working condition identification terminal, fan control terminal and emergency alarm terminal; its characteristics are: The air quality detection end includes a dust concentration measuring instrument, a harmful gas measuring instrument, a CO2 concentration measuring instrument and an oxygen concentration measuring instrument.

2. The working condition identification end includes a tunnel depth measuring instrument, a cross-sectional area measuring instrument and a humidity sensor; The fan control end includes a data acquisition module, a data analysis module, an AI training module, a data storage module, a fan control module, a fan and a communication module; the dust concentration measuring instrument, the harmful gas measuring instrument, the CO2 concentration measuring instrument and the oxygen concentration measuring instrument are all unidirectionally connected to the data acquisition module; the tunnel depth measuring instrument, the cross-sectional area measuring instrument and the humidity sensor are all unidirectionally connected to the data acquisition module; the data acquisition module is unidirectionally connected to the data analysis module; the data analysis module is bidirectionally connected to the AI ​​training module; the data analysis module is unidirectionally connected to the data storage module; the data analysis module is unidirectionally connected to the fan control module; the fan control module is unidirectionally connected to the fan; the fan control module is unidirectionally connected to the communication module; The emergency alarm terminal includes a signal receiving module, a data overload module, an emergency response module, a human-computer interaction module, a central control unit, a buzzer, an air volume increase module, a warning light and a speaker; the signal receiving module is unidirectionally connected to the communication module; the signal receiving module is unidirectionally connected to the data overload module; the signal receiving module is unidirectionally connected to the data overload module; the emergency response module is bidirectionally connected to the human-computer interaction module; the emergency response module is unidirectionally connected to the central control unit; the central control unit is unidirectionally connected to the buzzer, the air volume enhancement module, the warning light and the speaker respectively; the air volume enhancement module is unidirectionally connected to the fan.

3. The intelligent control system based on tunnel face air quality according to claim 1 is characterized in that: The dust concentration measuring instrument is responsible for real-time monitoring of the dust concentration in the air. Through real-time monitoring of the dust concentration sensor, it can be found in time whether the dust concentration has reached the dangerous threshold, so as to take dust reduction measures in time; The harmful gas concentration measuring instrument is responsible for real-time monitoring, early warning, accident prevention and ensuring that construction personnel are aware of environmental conditions in a timely manner, timely discovering and handling leakage problems, reducing operation interruptions and delays caused by excessive gas concentrations, accurately reflecting gas changes in the tunnel face, and helping the construction team make correct judgments; The CO2 concentration measuring instrument is responsible for monitoring the carbon dioxide concentration in the tunnel face. This is crucial to ensure the safety of the construction environment, because excessive accumulation of CO2 not only affects air quality, but may also pose a threat to the health of workers; The oxygen concentration measuring instrument is responsible for adopting high-precision electrochemical or zirconia principles and can monitor the oxygen concentration in the tunnel face in real time, because excessive or insufficient oxygen will pose a threat to the health of workers.

4. The intelligent control system based on tunnel face air quality according to claim 2 is characterized in that: The tunnel depth measuring instrument is responsible for using laser ranging or electromagnetic wave ranging technology to monitor the depth of the tunnel in real time, because the accurate measurement of the tunnel depth directly affects the progress of the project and the stability of the structure. The tunnel depth measuring instrument also has a data recording function, which can store the detection data for a long time, which is convenient for subsequent analysis and formulation of improvement measures. By analyzing historical data, the construction unit can better understand the changing trend of the tunnel depth; The cross-sectional area measuring instrument is responsible for real-time monitoring of the cross-sectional area of ​​the tunnel face. The construction unit can arrange the construction progress and resource allocation more reasonably. When the cross-sectional area of ​​the tunnel face is large, the construction personnel and equipment can be appropriately increased to improve the construction efficiency. On the contrary, the resource input can be reduced to avoid waste, thereby adjusting the air volume frequency according to different areas. The humidity measuring instrument is responsible for providing high-precision measurement data and real-time monitoring of humidity changes at the face, which is used to promptly identify potential safety hazards and adjust construction plans. Through real-time monitoring, construction units can instantly obtain humidity information at the face, thereby adjusting construction plans and ventilation strategies in a timely manner to ensure that the humidity of the construction environment is within an appropriate range.

5. The intelligent control system based on tunnel face air quality according to claim 3 is characterized in that: The data acquisition module is responsible for collecting multiple sets of data from the air quality detection end and the working condition identification end, and decoding the signals; The data analysis module is responsible for analyzing the decoded data and performing logical processing; The AI ​​training module is responsible for analyzing and training algorithms in large amounts of uploaded data to achieve automatic evaluation of different construction environments and working conditions. The AI ​​module can predict changing trends in the air quality inside the tunnel and adjust ventilation strategies in advance to cope with possible deterioration in air quality.

6. The data storage module is responsible for storing the logically processed data for subsequent viewing; The fan control module is responsible for adjusting the operating frequency of the fan motor according to the instructions of the central control unit to achieve the required ventilation. The fan control module receives the command of the central control unit and accurately adjusts the frequency converter connected to the fan motor to adjust its operating frequency and air volume; The fan is responsible for delivering fresh air from the outside into the tunnel face through continuous operation, and at the same time exhausting the dirty air inside, to ensure that the construction workers can breathe enough fresh air; The communication module is responsible for data transmission between the data analysis unit and the signal receiving module.

7. The intelligent control system based on tunnel face air quality according to claim 4 is characterized in that: The signal structure module is responsible for receiving the data signal sent by the data analysis unit; The data overload module is responsible for analyzing the received data, and when the analyzed data is greater than the predicted data, an alarm signal is transmitted; The emergency response module is responsible for receiving the alarm signal, automatically starting the emergency response program and sending it to the central control unit when potential danger or sudden deterioration of air quality is found; The human-computer interaction module is responsible for providing an intuitive interface for operators to view current air quality indicators, working condition information and system status after receiving the alarm signal from the data overload module; in addition, operators can manually adjust ventilation parameters or make other inputs through this interface; The central control unit is responsible for parsing the emergency response program and sending an execution signal; The buzzer is responsible for being installed every fifty meters in the tunnel, and when receiving the signal analyzed by the central control unit, it will sound an alarm to remind people to pay attention or warn of an emergency; The warning lights are installed every fifty meters in the tunnel. When receiving the signal analyzed by the central control unit, they illuminate the dark part of the tunnel and give warnings. The loudspeakers are installed every 200 meters in the tunnel. When receiving the signal analyzed by the central control unit, the loudspeakers will sound an alarm or a pre-recorded sound to alert the surrounding personnel, playing a deterrent and reminder role; The air volume increasing module is responsible for increasing the operating frequency of the fan motor after receiving the signal analyzed by the central control unit to achieve the required ventilation in the deteriorated environment.

Citation Information

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