CN114993388A - Absorption tower safety operation monitoring system based on operation full-flow monitoring - Google Patents

Absorption tower safety operation monitoring system based on operation full-flow monitoring Download PDF

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Publication number
CN114993388A
CN114993388A CN202210868820.7A CN202210868820A CN114993388A CN 114993388 A CN114993388 A CN 114993388A CN 202210868820 A CN202210868820 A CN 202210868820A CN 114993388 A CN114993388 A CN 114993388A
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monitoring
absorption tower
module
alarm
data
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Inventor
杨永敏
王震皓
魏正峰
郑仁和
曹宪波
陈力铭
欧斌娜
郑少亨
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Huaneng Fujian Zhangzhou Energy Co ltd
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Huaneng Fujian Zhangzhou Energy Co ltd
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • G01J5/48Thermography; Techniques using wholly visual means
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
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  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
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  • Theoretical Computer Science (AREA)
  • Spectroscopy & Molecular Physics (AREA)
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Abstract

The invention discloses an absorption tower safety operation monitoring system based on operation full-flow monitoring, which relates to the technical field of thermal power generation. According to the absorption tower safety operation monitoring system based on operation full-flow monitoring, through visual display, a user can conveniently check the current situation, real-time data, alarm data, a temperature trend curve graph, a concentration trend curve graph, historical data and the like can be obtained, a report can be made to report the current situation, and remote online monitoring of all data and alarm situations can be carried out on a computer or mobile equipment through an external network.

Description

Absorption tower safety operation monitoring system based on operation full-flow monitoring
Technical Field
The invention relates to the technical field of thermal power generation, in particular to an absorption tower safety operation monitoring system based on operation full-process monitoring.
Background
In recent years, high-efficiency, clean and low-carbon thermal power technologies are continuously innovated in China, the research and practical application of related technologies reach the international leading level, and the method makes contributions to the optimization of thermal power structures and the technology upgrading in China. In the face of the increasingly strict green development requirements, the thermal power generation industry must increase the technological innovation, promote the green management level and enhance the green competitiveness of the industry.
In order to prevent accidents such as fire, suffocation, poisoning and the like in the corrosion prevention construction process of the absorption tower and manage the operation in a limited space. Aiming at the situation, an absorption tower safety operation monitoring system based on operation full-process monitoring is provided. The operation process of the limited space is managed by researching advanced technologies such as real-time infrared temperature measurement, infrared imaging, gas concentration monitoring, video monitoring, face recognition and the like. And then, visual display is carried out, so that a user can conveniently check the current situation, real-time data, alarm data, a temperature trend curve graph, a concentration trend curve graph, historical data and the like can be obtained through the system, a report can be made to report the current situation, and each data and alarm situation can be remotely monitored online through an external network on a computer or a mobile device. The system not only ensures the safety of environment and personnel, but also improves the working efficiency.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides an absorption tower safety operation monitoring system based on operation full-process monitoring, which aims to solve the problems in the background technology.
In order to achieve the purpose, the invention provides the following technical scheme: a monitoring system for the safe operation of an absorption tower based on the monitoring of the whole operation process is disclosed, wherein the service architecture of the system comprises a data acquisition layer, a data processing layer, an application layer and a display layer;
the data acquisition layer comprises a data acquisition module and a data storage module, and the data acquisition module is used for acquiring data related to the absorption tower from the thermal infrared imager, the gas detector and the monitoring ball machine; the data storage module is used for storing the acquired data, so that the data can be conveniently read and used subsequently;
the data processing layer comprises a face recognition module, a gas monitoring module and a temperature monitoring module and is used for processing the acquired data for subsequent use;
the application layer comprises an alarm module, a limited space management module and a violation snapshot module and is used for carrying out application display on the data processed by the data processing layer;
the display layer can log in a webpage at any position by a computer or mobile phone equipment based on the data display module to remotely monitor various groups of data and alarm conditions.
According to the technical scheme, the data acquisition module is connected with the data acquisition cabinet, the monitoring ball machine and the thermal infrared imager in an Ethernet communication mode, the data acquisition cabinet is internally provided with a data acquisition end, and the data acquisition end is responsible for acquiring, analyzing and forwarding real-time data of various monitoring devices.
Further optimize this technical scheme, during gas detector inserts the data acquisition cabinet, gas detector further includes temperature sensor, oxygen sensor, carbon monoxide sensor, styrene sensor, dust sensor, combustible gas sensor and poisonous and harmful gas sensor.
Further optimizing the technical scheme, the monitoring ball machine is arranged around the absorption tower and used for monitoring the conditions around the absorption tower in real time and sending the conditions to the data acquisition module in time.
The technical scheme is further optimized, the thermal infrared imager is installed above the central axis in the absorption tower, a 360-degree dead-angle-free rotation high-speed continuous scanning is carried out to obtain a thermal image of the temperature distribution of the surface of the inner wall of the absorption tower, and the size, the temperature and the position of an open fire in the absorption tower can be visually found through the thermal image, so that the construction personnel can be monitored in real time.
Further optimizing the technical scheme, the data display module further comprises a history browsing module and a numerical browsing module;
the historical record browsing module is used for regularly storing the data of each measurement scanning period, and the storage period is one year;
and the numerical browsing module is used for obtaining accurate temperature measurement values from each point on the surface of the inner wall of the absorption tower.
Further optimizing the technical scheme, the alarm module further comprises an alarm browsing module and an alarm linkage module;
the alarm browsing module automatically fills alarm information into an alarm table by the system when the measured value is higher than the alarm set value, and carries out alarm flashing on a screen by an analog alarm lamp;
and the alarm linkage module immediately starts an audible and visual alarm on site when the monitored temperature and gas concentration exceed the preset early warning or fire alarm occurs, and reminds workers that temperature abnormal points or gas abnormal and smoke abnormal exist in the absorption tower.
Further optimizing the technical scheme, the limited space management module is used for monitoring personnel entering the limited space, and further comprises a video monitoring module, and the video monitoring module is used for monitoring the inside and outside areas of the absorption tower in real time.
Further optimizing the technical scheme, the working process of the face recognition module comprises the following specific steps:
firstly, recording the file information of names, photos, telephones and the like of constructors;
secondly, capturing a face image, recording the time of all people entering and leaving the absorption tower, and automatically generating a report of constructors entering and leaving the absorption tower area;
and finally, for personnel who are not out of the field for more than 12 hours, the system automatically gives an alarm to prompt, and the personnel are prevented from not withdrawing from the inside of the absorption tower when in shutdown.
Further optimizing the technical scheme, the violation snapshot module is based on an artificial intelligence computer vision analysis technology, can automatically identify the wearing state of a safety helmet of a construction person, and outputs alarm information and takes a violation image in a snapshot mode when the safety helmet person is not worn in a detection area.
Compared with the prior art, the invention provides an absorption tower safety operation monitoring system based on operation full-process monitoring, which has the following beneficial effects:
1. according to the absorption tower safety operation monitoring system based on operation full-flow monitoring, the thermal infrared imager is used for rotating in the 360-degree direction of the central axis of the absorption tower, the surface temperature distribution thermal image of the inner wall of the absorption tower is obtained through high-speed continuous scanning, and constructors can be monitored in real time through the image video inside the absorption tower.
2. This absorption tower safety operation monitoring system based on operation full flow monitoring through utilizing face identification technology, takes a candid photograph facial image and record all people's time of entering the field and leaving the field, and the report form of automatic generation constructor business turn over absorption tower region to exceeding 12h personnel that do not leave the field, and the system automatic alarm is indicateed, and personnel do not withdraw from absorption tower inside when preventing to shut down.
3. According to the absorption tower safety operation monitoring system based on operation full-flow monitoring, through visual display, a user can conveniently check the current situation, real-time data, alarm data, a temperature trend curve graph, a concentration trend curve graph, historical data and the like can be obtained, a report can be made to report the current situation, and remote online monitoring of all data and alarm situations can be carried out on a computer or mobile equipment through an external network.
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Fig. 1 is a schematic service structure diagram of an absorption tower safety operation monitoring system based on operation full-process monitoring according to the present invention;
FIG. 2 is a functional block diagram of an absorption tower safety operation monitoring system based on the whole process monitoring of the operation according to the present invention;
FIG. 3 is a schematic view of the working process of a system for monitoring the safety operation of an absorption tower based on the monitoring of the whole operation process according to the present invention;
FIG. 4 is a schematic diagram of an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The first embodiment is as follows:
referring to fig. 1 and fig. 2, a system for monitoring the safety operation of an absorption tower based on the monitoring of the whole operation process includes a data acquisition layer, a data processing layer, an application layer, and a display layer. Through visual display, a user can conveniently check the current situation, real-time data, alarm data, a temperature trend curve graph, a concentration trend curve graph, historical data and the like can be obtained, a report can be made to report the current situation, and remote online monitoring of all data and alarm situations can be carried out on a computer or mobile equipment through an external network.
The data acquisition layer comprises a data acquisition module and a data storage module, and the data acquisition module is used for acquiring data related to the absorption tower from the thermal infrared imager, the gas detector and the monitoring ball machine; the data storage module is used for storing the acquired data, and is convenient for subsequent retrieval and use.
The thermal infrared imager is used for rotating in the direction of 360 degrees in the central axis of the absorption tower, the surface temperature distribution thermal image of the inner wall of the absorption tower is obtained through high-speed continuous scanning, and the constructors can be monitored in real time through the image video inside the absorption tower.
The data acquisition module is connected with the data acquisition cabinet, the monitoring ball machine and the thermal infrared imager through the communication mode of the Ethernet, a data acquisition end is arranged in the data acquisition cabinet and is responsible for the acquisition, the analysis and the forwarding of real-time data of various monitoring devices, the gas detector is connected into the data acquisition cabinet, and the gas detector further comprises a temperature sensor, an oxygen sensor, a carbon monoxide sensor, a styrene sensor, a dust sensor, a combustible gas sensor and a toxic and harmful gas sensor.
The monitoring ball machine is arranged around the absorption tower and used for monitoring the conditions around the absorption tower in real time and sending the conditions to the data acquisition module in time. The thermal infrared imager is installed above a central axis in the absorption tower, 360-degree dead-angle-free rotation high-speed continuous scanning is carried out to obtain a thermal image of the temperature distribution of the surface of the inner wall of the absorption tower, and the size, the temperature and the position of open fire in the absorption tower can be found visually through the thermal image, so that the real-time monitoring of constructors is realized.
The data processing layer comprises a face recognition module, a gas monitoring module and a temperature monitoring module and is used for processing the acquired data for subsequent use.
The working process of the face recognition module comprises the following specific steps:
firstly, recording the file information of names, photos, telephones and the like of constructors;
secondly, capturing a face image, recording the time of all people entering and leaving the absorption tower, and automatically generating a report of constructors entering and leaving the absorption tower area;
and finally, for personnel who do not leave the field for more than 12 hours, the system automatically gives an alarm to prompt, and the personnel are prevented from not withdrawing from the inside of the absorption tower when in shutdown.
The application layer comprises an alarm module, a limited space management module and a violation snapshot module and is used for displaying the application of the data processed by the data processing layer.
The alarm module further comprises an alarm browsing module and an alarm linkage module;
when the measured value is higher than the alarm set value, the alarm browsing module automatically fills alarm information (comprising the measured value, the alarm set value, the alarm position and the alarm time) into an alarm table by the system, and carries out alarm flashing on a screen by an analog alarm lamp;
and the alarm linkage module immediately starts an audible and visual alarm on site when the monitored temperature and gas concentration exceed the preset early warning or fire alarm occurs, and reminds workers that temperature abnormal points or gas abnormal and smoke abnormal exist in the absorption tower. Meanwhile, an alarm signal and the current position of the open fire are displayed on a monitoring interface of the analysis host, hot spot information on the wall of the absorption tower is output in real time, and the action of a fire-fighting spraying electromagnetic valve is linked. The user can close the alarm sound of the client on the monitoring interface, but the on-site acousto-optic alarm is automatically closed only when the potential safety hazard is eliminated and the temperature is recovered to be normal.
Specifically, the violation snapshot module is based on an artificial intelligence computer vision analysis technology, can automatically identify the wearing state of a safety helmet of a construction person, and outputs alarm information and takes a violation image in a snapshot mode when the safety helmet person is not worn in a detection area. The user actively finds that the violation phenomenon occurs on the construction site, and can also manually snapshot the image. All the snap-shot images are stored in the data storage module, and the platform can automatically generate violation reports.
Specifically, the restricted space management module is used for monitoring personnel entering the restricted space, and further comprises a video monitoring module, wherein the video monitoring module is used for monitoring the inside and outside areas of the absorption tower in real time. The user can adjust the angle and the focal length of the camera at will, and the video signal is automatically stored in the hard disk video recorder.
In this embodiment, the operation conditions of the restricted space are harsh, such as: oxygen content is generally 18% to 21%, combustible gas concentration: the toxic gas (substance) concentration should meet the GBZ 2 specification. When the lower explosion limit of the detected gas or vapor is more than or equal to 4%, the detected concentration is not more than 0.5% (volume percentage); when the lower explosive limit of the gas or vapor to be measured is less than 4%, the concentration thereof to be measured is not more than 0.2% (volume percentage). Therefore, when the constructor enters the limited space for operation, extra attention needs to be paid to the self-safety. The system utilizes a face recognition technology to capture face images, record the time of all people entering the field and leaving the field and automatically generate reports of constructors entering and leaving the absorption tower area. And for personnel who do not leave the field for more than 12 hours, the system automatically gives an alarm to prompt, and the personnel are prevented from not withdrawing from the inside of the absorption tower when in shutdown.
The display layer can log in a webpage at any position by a computer or mobile phone equipment based on the data display module to remotely monitor various groups of data and alarm conditions.
The data display module further comprises a history record browsing module and a numerical value browsing module;
the history record browsing module is used for storing the data of each measurement scanning period at regular time, and the storage period is one year; the operator can browse the historical records at any moment so as to compare and analyze the change situation before and after and trace the time and the trend of the abnormal phenomenon.
And the numerical browsing module is used for obtaining accurate temperature measurement values from each point on the surface of the inner wall of the absorption tower. The operator can move the mouse on each of the main operation screens, and the system can give an accurate numerical display corresponding to the measurement position and the measured temperature where the mouse is pointed.
In conclusion, the absorption tower safety operation monitoring system based on the operation full-flow monitoring manages the operation process of the limited space by researching advanced technologies such as real-time infrared temperature measurement, infrared imaging, gas concentration monitoring, video monitoring and face recognition. Then visual display is carried out, a user can conveniently check the current situation, real-time data, alarm data, a temperature trend curve graph, a concentration trend curve graph, historical data and the like can be obtained through the platform, a report can be made to report the current situation, remote online monitoring of all data and alarm situations can be carried out on a computer or mobile equipment through an external network, the environmental quality of a thermal power plant is improved, and the safety of constructors is guaranteed.
Example two:
referring to fig. 3 and 4, the system for monitoring the safety operation of the absorption tower based on the monitoring of the whole operation process according to the first embodiment of the present invention performs the following specific operation processes:
and S1, connecting the physical equipment through a serial port and a network cable by the system, and supporting the dynamic expansion of the monitoring equipment.
S2, the monitoring alarm system receives the alarm message information reported by the monitoring equipment in real time and analyzes the message information into an alarm value.
And S3, calculating according to the alarm threshold value dynamically configured in the monitoring alarm system.
And S4, the system gives an alarm to the corresponding check point.
And S5, pushing the alarm information to a manager for alarm prompt.
In the embodiment, a mode of closely combining physics and software is adopted, so that the detection of harmful gas, temperature, smoke and the like on site is reported to the system in real time, if dangerous elements are generated, the site condition and index display can be clearly and timely seen through remote monitoring, the problems of high cost, high error rate, low reaction speed and the like in the prior art are thoroughly solved, and the safety protection of site personnel is guaranteed.
The invention has the beneficial effects that:
1. according to the absorption tower safety operation monitoring system based on operation full-flow monitoring, the thermal infrared imager is used for rotating in the 360-degree direction of the central axis of the absorption tower, the surface temperature distribution thermal image of the inner wall of the absorption tower is obtained through high-speed continuous scanning, and constructors can be monitored in real time through the image video inside the absorption tower.
2. This absorption tower safety operation monitoring system based on operation full flow monitoring through utilizing face identification technology, takes a candid photograph facial image and record all people's time of entering the field and leaving the field, and the report form of automatic generation constructor business turn over absorption tower region to exceeding 12h personnel that do not leave the field, and the system automatic alarm is indicateed, and personnel do not withdraw from absorption tower inside when preventing to shut down.
3. According to the absorption tower safety operation monitoring system based on operation full-flow monitoring, a user can conveniently check the current situation through visual display, real-time data, alarm data, a temperature trend curve graph, a concentration trend curve graph, historical data and the like can be obtained, a report can be made to report the current situation, and each data and alarm situation can be remotely monitored on line through an external network on a computer or mobile equipment.
In the description of the specification, reference to the description of "one embodiment," "some embodiments," "an example," "a specific example," or "some examples" or the like means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (10)

1. A monitoring system for the safe operation of an absorption tower based on the monitoring of the whole operation process is characterized in that a service architecture of the system comprises a data acquisition layer, a data processing layer, an application layer and a display layer;
the data acquisition layer comprises a data acquisition module and a data storage module, and the data acquisition module is used for acquiring data related to the absorption tower from the thermal infrared imager, the gas detector and the monitoring ball machine; the data storage module is used for storing the acquired data, so that the data can be conveniently read and used subsequently;
the data processing layer comprises a face recognition module, a gas monitoring module and a temperature monitoring module and is used for processing the acquired data for subsequent use;
the application layer comprises an alarm module, a limited space management module and a violation snapshot module and is used for carrying out application display on the data processed by the data processing layer;
the display layer can log in a webpage at any position by a computer or mobile phone equipment based on the data display module to remotely monitor various groups of data and alarm conditions.
2. The system for monitoring the safe operation of the absorption tower based on the full-process monitoring of the operation as claimed in claim 1, wherein the data acquisition module is connected with a data acquisition cabinet, a monitoring ball machine and a thermal infrared imager in an Ethernet communication mode, a data acquisition end is arranged in the data acquisition cabinet, and the data acquisition end is responsible for the acquisition, analysis and forwarding of real-time data of various monitoring devices.
3. The system for monitoring the safe operation of the absorption tower based on the full-flow monitoring of the operation is characterized in that the gas detector is connected into a data acquisition cabinet, and the gas detector further comprises a temperature sensor, an oxygen sensor, a carbon monoxide sensor, a styrene sensor, a dust sensor, a combustible gas sensor and a toxic and harmful gas sensor.
4. The system for monitoring the safe operation of the absorption tower based on the full-process monitoring of the operation as claimed in claim 1, wherein the monitoring ball machine is arranged around the absorption tower, is used for monitoring the situation around the absorption tower in real time and sends the situation to the data acquisition module in time.
5. The system for monitoring the safe operation of the absorption tower based on the monitoring of the whole operation process as claimed in claim 1, wherein the thermal infrared imager is installed above a central axis in the absorption tower, 360-degree dead-angle-free rotation high-speed continuous scanning is performed to obtain a thermal image of the temperature distribution of the surface of the inner wall of the absorption tower, and the size, the temperature and the position of an open fire in the absorption tower can be visually found through the thermal image, so that the system is used for monitoring constructors in real time.
6. The system for monitoring the safe operation of the absorption tower based on the full-flow monitoring of the operation is characterized in that the data display module further comprises a history browsing module and a numerical browsing module;
the historical record browsing module is used for regularly storing the data of each measurement scanning period, and the storage period is one year;
and the numerical browsing module is used for obtaining accurate temperature measurement values from each point on the surface of the inner wall of the absorption tower.
7. The system for monitoring the safe operation of the absorption tower based on the whole operation process monitoring as claimed in claim 1, wherein the alarm module further comprises an alarm browsing module and an alarm linkage module;
the alarm browsing module automatically fills alarm information into an alarm table by the system when the measured value is higher than the alarm set value, and carries out alarm flashing on a screen by an analog alarm lamp;
and the alarm linkage module immediately starts an audible and visual alarm on site when the monitored temperature and gas concentration exceed the preset early warning or fire alarm occurs, and reminds workers that temperature abnormal points or gas abnormal and smoke abnormal exist in the absorption tower.
8. The system for monitoring the safe operation of the absorption tower based on the full-process monitoring of the operation as claimed in claim 1, wherein the restricted space management module is used for monitoring personnel entering the restricted space, and further comprises a video monitoring module, and the video monitoring module is used for monitoring the inside and outside areas of the absorption tower in real time.
9. The system for monitoring the safe operation of the absorption tower based on the full-process monitoring of the operation as claimed in claim 1, wherein the working process of the face recognition module comprises the following specific steps:
firstly, recording the archive information of names, photos, telephones and the like of constructors;
secondly, capturing a face image, recording the time of all people entering and leaving the absorption tower, and automatically generating a report of constructors entering and leaving the absorption tower area;
and finally, for personnel who do not leave the field for more than 12 hours, the system automatically gives an alarm to prompt, and the personnel are prevented from not withdrawing from the inside of the absorption tower when in shutdown.
10. The system for monitoring the safe operation of the absorption tower based on the whole operation flow monitoring as claimed in claim 1, wherein the violation snapshot module is based on an artificial intelligence computer vision analysis technology, can automatically identify the wearing state of a safety helmet of a construction worker, and outputs alarm information and takes a violation image in a snapshot manner when the safety helmet worker is not worn in a detection area.
CN202210868820.7A 2022-07-22 2022-07-22 Absorption tower safety operation monitoring system based on operation full-flow monitoring Pending CN114993388A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116452984A (en) * 2023-06-14 2023-07-18 四川三思德科技有限公司 Fire behavior identification prediction method and system based on oxygen content data

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116452984A (en) * 2023-06-14 2023-07-18 四川三思德科技有限公司 Fire behavior identification prediction method and system based on oxygen content data
CN116452984B (en) * 2023-06-14 2023-09-08 四川三思德科技有限公司 Fire behavior identification prediction method and system based on oxygen content data

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