CN113469650A - Intelligent health monitoring system and method based on behavior track - Google Patents
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Abstract
The invention discloses an intelligent health monitoring system and method based on behavior tracks, wherein the system comprises temperature measuring equipment, camera equipment, terminal equipment, display equipment and a data monitoring center; the data monitoring center comprises a data center, a data processing module and a data analysis platform, the temperature measuring equipment, the camera shooting equipment and the terminal equipment are in communication connection with the data center through the Internet of things, the data center is in communication connection with the data analysis platform through the data processing module, and the data analysis platform is in communication connection with the display equipment. The system and the method can effectively strengthen the health prevention and control informatization management, are beneficial to fully utilizing modern technological means, and bring promotion on novel prevention and control modes and efficiency, thereby saving a large amount of manpower, material resources and financial resources, reducing the management cost, improving the work satisfaction degree of logistics support personnel, realizing the intelligent management of health prevention and control, and fully saving the cost and the time cost of the health prevention and control personnel.
Description
Technical Field
The invention relates to an intelligent health monitoring system, in particular to an intelligent health monitoring system and method based on behavior tracks.
Background
In the face of pneumonia infected by novel coronavirus, because the propagation speed is high, the range is wide, relatively perfect detection equipment is equipped in all places, in order to better monitor the latest progress of the pneumonia, the flow of personnel is monitored mainly by a travel card and a health code, and for the old or special population, if the report cannot be successfully completed, the more accurate personnel flow condition cannot be obtained, so that the action track of the personnel in the healthy period cannot be accurately positioned. In the prior art, a system or a method for realizing intelligent health monitoring by means of advanced technologies such as internet of things, cloud computing, big data, data visualization and the like does not exist.
Disclosure of Invention
The invention aims to solve the technical problem of providing an intelligent health monitoring system which is reasonable in design, simple in structure and based on behavior tracks, aiming at the defects of the prior art.
The invention aims to solve another technical problem and provides an intelligent health monitoring method based on a behavior track, which is reasonable in design and realizes the functions of intelligent body temperature reporting, rework information filling, employee health card punching, health report analysis, suspicious person contact pursuit and the like.
In order to achieve the purpose, the invention adopts the following technical scheme:
an intelligent health monitoring system based on behavior tracks is characterized by comprising temperature measuring equipment, camera equipment, terminal equipment, display equipment and a data monitoring center;
the data monitoring center comprises a data center, a data processing module and a data analysis platform, the temperature measuring equipment, the camera shooting equipment and the terminal equipment are in communication connection with the data center through the Internet of things, the data center is in communication connection with the data analysis platform through the data processing module, and the data analysis platform is in communication connection with the display equipment;
the data center is formed by performing serialized centralized storage on data transmitted by the temperature measuring equipment, the camera equipment and the terminal equipment;
the data processing module encapsulates the data of the data center into different types of service data;
and the data analysis platform is used for distributing the data obtained by packaging the data processing module to different functional modules according to the use requirement.
The technical problem to be solved by the invention can also be realized by the following technical scheme that the functional modules in the data analysis platform comprise an information query module, a health reporting module, a region management module, an abnormality warning module, a track tracing module, a face recognition module and a health monitoring module.
The technical problem to be solved by the invention can also be solved by adopting the following technical scheme that the display equipment is one or more of a mobile APP, a WeChat public number, a WEB terminal and a large screen of a management and control center.
The technical problem to be solved by the invention can also be realized by the following technical scheme that the system also comprises an identity verifier, the identity verifier realizes communication with the information acquisition processor through a signal channel, and the information acquisition processor is connected with the data center through a radio frequency communication channel.
The technical problem to be solved by the invention can also be solved by adopting the following technical scheme that the temperature measuring equipment comprises a forehead temperature gun, an infrared thermometer, a monitor, an early warning transmitter and an abnormal body temperature information memory, the data center is provided with a terminal processor, the forehead temperature gun and the infrared thermometer are connected with the input end of the terminal processor, and the monitor, the early warning transmitter and the abnormal body temperature information memory are connected with the output end of the terminal processor.
An intelligent health monitoring method based on behavior tracks is characterized by comprising the following steps,
firstly, adopting temperature measuring equipment and camera equipment to sequentially carry out infrared camera identification temperature measurement on a person, automatically recording the body temperature of the person after success, carrying out person comparison in a mode of IC card swiping and manual monitoring if failure occurs, automatically uploading body temperature measurement data to a data center through a network for storage, and finding out abnormal body temperature persons at the first time;
the mobile equipment is adopted to provide a health information reporting end and a background management end, and the on-site health data and the behavior track of personnel are deeply fused with the data information of contact personnel, illness state, riding and dining, which is reported by the personnel, so that the inquiry, statistics and analysis functions of the health information of the personnel are realized;
secondly, performing serialized centralized storage on the data information to form a data center, adopting a micro-service framework to package each functional module into service, analyzing and processing the data information through the service, and selecting different functional modules according to scenes;
thirdly, the data analysis platform carries out statistical analysis on the acquired personnel health data, personnel behavior track data, personnel information and health filling information by utilizing data analysis, artificial intelligence, a data mining algorithm, a basic calculation algorithm and calculation resources of a knowledge base, realizes real-time alarm of abnormal personnel information, personnel health evaluation analysis, regional contact personnel management, contact inquiry of dangerous personnel and the like, and provides body temperature data statistics, automatic report uploading and report downloading at any time;
and fourthly, displaying the system information in a mobile APP, a WeChat public number, a WEB side and a large screen of a control center in a graphical report visualization mode.
Compared with the prior art, the system and the method are based on the dangerous person contact tracing technology of the behavior track, and the system combines mass data generated by person positioning, face recognition and health filling to successfully realize the contact tracing of the dangerous person. When a person track associated area appears in the system or is suspected infected person, the system can trace the action track of the person, locate the suspected contact person and the susceptible person quickly, display result data through a report form, color, sound and other multi-dimension, and transmit decision suggestions to health prevention and control personnel, so that the purposes of early discovery, early warning and early detection are achieved. The system and the method can effectively strengthen the health prevention and control informatization management, are beneficial to fully utilizing modern technological means, and bring improvement on novel prevention and control modes and efficiency, thereby saving a large amount of manpower, material resources and financial resources and reducing the management cost.
Drawings
FIG. 1 is a block diagram of the system of the present invention;
FIG. 2 is a block diagram of a non-sensible body temperature detection technique;
fig. 3 is a flowchart of a health information filling integration technique.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in 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.
In the description of the present invention, it is to be understood that the terms "upper", "lower", "front", "rear", "left", "right", "top", "bottom", "inner", "outer", and the like, indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, are merely for convenience in describing the present invention and simplifying the description, and do not indicate or imply that the device or element being referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus, should not be construed as limiting the present invention.
Referring to fig. 1, an intelligent health monitoring system based on behavior tracks comprises temperature measuring equipment, camera equipment, terminal equipment, display equipment and a data monitoring center;
the data monitoring center comprises a data center, a data processing module and a data analysis platform, the temperature measuring equipment, the camera shooting equipment and the terminal equipment are in communication connection with the data center through the Internet of things, the data center is in communication connection with the data analysis platform through the data processing module, and the data analysis platform is in communication connection with the display equipment;
the data center is formed by performing serialized centralized storage on data transmitted by the temperature measuring equipment, the camera equipment and the terminal equipment;
the data processing module encapsulates the data of the data center into different types of service data;
and the data analysis platform is used for distributing the data obtained by packaging the data processing module to different functional modules according to the use requirement.
The functional modules in the data analysis platform comprise an information query module, a health reporting module, a region management module, an abnormity warning module, a track tracing module, a face recognition module and a health monitoring module.
The display equipment is one or more of a mobile APP, a WeChat public number, a WEB side and a large screen of a management and control center.
The system also comprises an identity verifier which is communicated with the information acquisition processor through a signal channel, and the information acquisition processor is connected with the data center through a radio frequency communication channel.
The temperature measuring equipment comprises a forehead temperature gun, an infrared thermometer, a monitor, an early warning transmitter and an abnormal body temperature information memory, the data center is provided with a terminal processor, the forehead temperature gun and the infrared thermometer are connected with the input end of the terminal processor, and the monitor, the early warning transmitter and the abnormal body temperature information memory are connected with the output end of the terminal processor;
the parts involved in the system are divided into a sensing layer, a transmission layer, a resource layer, a service layer, an application layer and a display layer, wherein,
the sensing layer mainly comprises various devices operated by a supporting system, and comprises a forehead thermometer, a PAD (PAD application program), a card reader, a camera, a black body, a bracelet, a mobile phone and the like.
And the transmission layer realizes data communication with the resource layer in the modes of Internet of things, Internet and the like and bears a data transmission function.
And the resource layer is used for performing serialized centralized storage on the data transmitted by the transmission layer to form a data center and providing data sources for the service layer, the application layer and the like.
And in the service layer, the system adopts a micro-service framework and encapsulates each functional module into service. And analyzing and processing the data of the resource layer through the service.
The application layer comprises a plurality of modules of information inquiry, health report, area management, abnormal alarm, track pursuit, face recognition, health monitoring and the like, and each module comprises different applications which can be selected and used by a user according to scenes.
And the display layer is mainly used for displaying the information of the system in a visual mode of a graphic report form in various display carriers such as a mobile APP, a WeChat public number, a WEB terminal, a large screen of a control center and the like.
An intelligent health monitoring method based on behavior tracks comprises the following steps,
firstly, adopting temperature measuring equipment and camera equipment to sequentially carry out infrared camera identification temperature measurement on a person, automatically recording the body temperature of the person after success, carrying out person comparison in a mode of IC card swiping and manual monitoring if failure occurs, automatically uploading body temperature measurement data to a data center through a network for storage, and finding out abnormal body temperature persons at the first time;
the mobile equipment is adopted to provide a health information reporting end and a background management end, and the on-site health data and the behavior track of personnel are deeply fused with the data information of contact personnel, illness state, riding and dining, which is reported by the personnel, so that the inquiry, statistics and analysis functions of the health information of the personnel are realized;
secondly, performing serialized centralized storage on the data information to form a data center, adopting a micro-service framework to package each functional module into service, analyzing and processing the data information through the service, and selecting different functional modules according to scenes;
thirdly, the data analysis platform carries out statistical analysis on the acquired personnel health data, personnel behavior track data, personnel information and health filling information by utilizing data analysis, artificial intelligence, a data mining algorithm, a basic calculation algorithm and calculation resources of a knowledge base, realizes real-time alarm of abnormal personnel information, personnel health evaluation analysis, regional contact personnel management, contact inquiry of dangerous personnel and the like, and provides body temperature data statistics, automatic report uploading and report downloading at any time;
and fourthly, displaying the system information in a mobile APP, a WeChat public number, a WEB side and a large screen of a control center in a graphical report visualization mode.
In the system and the method, the key technology has the following aspects:
1. intelligent health monitoring system architecture
The system adopts a front-end and back-end separated architecture, construction is started from six levels such as a sensing layer, a transmission layer, a resource layer, a service layer, an application layer and an access display layer, rapid temperature measurement, accurate positioning, instant alarming and stable operation are taken as references, rapid identification and accurate monitoring are carried out on identity data, health information and behavior tracks of personnel, rapid screening statistics and suspected personnel contact pursuit of personnel health information are carried out by combining a depth analysis mining algorithm facing mass data, centralized visual display can be carried out on data statistics and analysis results through various modes such as a mobile APP, a WeChat public number, a WEB end and a control center large screen, and the system is a set of comprehensive visual system integrating detection, early warning, alarming, statistical analysis and display.
2. Non-inductive body temperature detection technology
Referring to fig. 2, the existing sensing technology is studied, and the infrared thermal imaging technology mainly measures the body temperature of a human body through infrared radiation emitted by the human body. Through body temperature monitoring, infected persons are found in time, and suspected patients are subjected to deep inspection in time, so that people are prevented from being handed over. Meanwhile, the infrared thermal imaging technology is in non-contact with human body temperature measurement, so that the discomfort and the panic of a detected person are not easily caused, the detecting person can remotely and quickly carry out human body temperature measurement screening to determine the overtemperature crowd, and therefore the isolation of potential health persons is realized. The clinical thermometer overcomes the defects that the traditional clinical thermometers, forehead temperature guns and the like only aim at individual detection, are time-consuming and easy to cross-infect, has the advantages of rapidness, intuition and non-contact detection, and can effectively control the healthy diffusion. The non-sensible body temperature detection technology adopts identity authentication and temperature measurement integrated equipment, the equipment is fixedly installed, after the installation is finished, the staff sequentially carries out infrared camera identification and temperature measurement, after the temperature measurement is successful, the personal body temperature is automatically recorded, and if the temperature measurement is failed, the staff comparison is carried out in a mode of IC card swiping and manual monitoring; data of human body temperature measurement can be automatically uploaded to a system server through a network for storage, and an enterprise can find abnormal body temperature personnel at the first time.
3. Health information filling and reporting integration technology
Referring to fig. 3, the health information reporting is based on advanced TOGAF architecture theory, and adopts design technologies such as cloud architecture and mobile APP, and a system architecture is constructed based on a B/S framework.
1) On the basis of IT infrastructure, an enterprise application development platform provides a bottom layer API gateway and a background management function, and provides a health information reporting end and a background management end. The enterprise application development platform provides cloud architecture deployment.
2) The health information reporting end is integrated with the WeChat public number, and automatically logs in after authorization is realized to report the health information; and developing a PC (personal computer) side browser side for health information filling.
3) The on-site health data and the behavior track of the personnel are deeply fused with the information of contact personnel, illness state, riding, dining and the like filled by the personnel, so that the inquiry, statistics and analysis functions of the health information of the personnel are realized.
4. Data analysis and intelligent alarm technology
The data analysis platform carries out statistical analysis on the acquired personnel health data, personnel behavior track data, personnel information, health filling information and the like by utilizing basic calculation algorithms and calculation resources such as data analysis, artificial intelligence, a data mining algorithm, a knowledge base and the like, realizes real-time alarming of abnormal personnel information, personnel health evaluation analysis, regional contact personnel management, contact inquiry of dangerous personnel and the like, and provides functions of body temperature data statistics, automatic report uploading, downloading and the like at any time. And providing a curve, a broken line, a pie chart, a control chart and the like, various tables, colors, sounds and other multi-dimensional data display of the health query statistical analysis result.
The system and method described in the present invention is a dangerous person contact tracking technique of behavior trace. Data in the process of analyzing the personnel behavior trajectory has the characteristics of high data generation speed, large data volume, data diversity and the like, and the logic and relation between the service hidden under the data and the product are searched from massive and complicated data, so that the method has important significance for improving the quality and efficiency of health prevention and control. Data mining is a process of extracting and mining knowledge from a large amount of data, and the implementation process of data mining generally adopts a cross-industry data mining standard process (CRISP-DM) model, and can be roughly summarized into a plurality of steps of business understanding, index design, data extraction, data exploration, algorithm selection, model evaluation, model release, model optimization and the like. Based on the technology, the system combines mass data generated by personnel positioning, face recognition and health filling to successfully realize the contact pursuit of dangerous personnel. When a person track associated area appears in the system or is suspected infected person, the system can trace the action track of the person, locate the suspected contact person and the susceptible person quickly, display result data through a report form, color, sound and other multi-dimension, and transmit decision suggestions to health prevention and control personnel, so that the purposes of early discovery, early warning and early detection are achieved.
The system and the method can effectively strengthen the informatization management of health prevention and control, are beneficial to fully utilizing modern scientific and technological means, and bring promotion on novel prevention and control modes and efficiency, thereby saving a large amount of manpower, material resources and financial resources and reducing the management cost. The successful research and development of the system improve the work satisfaction degree of logistics support personnel under the software and hardware supporting environment such as a computer, a network and the like, realize the intelligent management of health prevention and control, greatly reduce the cost of manpower and material resources, and fully save the cost of the health prevention and control personnel and the time cost.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.
Claims (6)
1. An intelligent health monitoring system based on behavior tracks is characterized by comprising temperature measuring equipment, camera equipment, terminal equipment, display equipment and a data monitoring center;
the data monitoring center comprises a data center, a data processing module and a data analysis platform, the temperature measuring equipment, the camera shooting equipment and the terminal equipment are in communication connection with the data center through the Internet of things, the data center is in communication connection with the data analysis platform through the data processing module, and the data analysis platform is in communication connection with the display equipment;
the data center is formed by performing serialized centralized storage on data transmitted by the temperature measuring equipment, the camera equipment and the terminal equipment;
the data processing module encapsulates the data of the data center into different types of service data;
and the data analysis platform is used for distributing the data obtained by packaging the data processing module to different functional modules according to the use requirement.
2. The intelligent health monitoring system based on behavior track of claim 1, wherein the functional modules in the data analysis platform comprise an information query module, a health report module, a region management module, an abnormality alarm module, a track tracing module, a face recognition module, and a health monitoring module.
3. The intelligent health monitoring system based on behavior track according to claim 1, wherein the display device is one or more of mobile APP, WeChat public number, WEB terminal, and large screen of management and control center.
4. The intelligent health monitoring system based on behavioral tracks according to claim 1, characterized in that the system further comprises an identity verifier, the identity verifier communicates with the information acquisition processor through a signal channel, and the information acquisition processor is connected with the data center through a radio frequency communication channel.
5. The intelligent health monitoring system based on behavior track according to claim 1, wherein the temperature measuring device comprises a forehead temperature gun, an infrared thermometer, a monitor, an early warning transmitter and an abnormal body temperature information memory, the data center is provided with a terminal processor, the forehead temperature gun and the infrared thermometer are connected with an input end of the terminal processor, and the monitor, the early warning transmitter and the abnormal body temperature information memory are connected with an output end of the terminal processor.
6. The intelligent health monitoring method based on behavior trace according to claim 1, wherein the method employs the intelligent health monitoring system of any one of claims 1-5, the method comprises the following steps,
firstly, adopting temperature measuring equipment and camera equipment to sequentially carry out infrared camera identification temperature measurement on a person, automatically recording the body temperature of the person after success, carrying out person comparison in a mode of IC card swiping and manual monitoring if failure occurs, automatically uploading body temperature measurement data to a data center through a network for storage, and finding out abnormal body temperature persons at the first time;
the mobile equipment is adopted to provide a health information reporting end and a background management end, and the on-site health data and the behavior track of personnel are deeply fused with the data information of contact personnel, illness state, riding and dining, which is reported by the personnel, so that the inquiry, statistics and analysis functions of the health information of the personnel are realized;
secondly, performing serialized centralized storage on the data information to form a data center, adopting a micro-service framework to package each functional module into service, analyzing and processing the data information through the service, and selecting different functional modules according to scenes;
thirdly, the data analysis platform carries out statistical analysis on the acquired personnel health data, personnel behavior track data, personnel information and health filling information by utilizing data analysis, artificial intelligence, a data mining algorithm, a basic calculation algorithm and calculation resources of a knowledge base, realizes real-time alarm of abnormal personnel information, personnel health evaluation analysis, regional contact personnel management, contact inquiry of dangerous personnel and the like, and provides body temperature data statistics, automatic report uploading and report downloading at any time;
fourthly, displaying the system information in a display device in a visual mode of a graphical report.
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| US20120246261A1 (en) * | 2011-03-22 | 2012-09-27 | Roh Yohan J | Method and apparatus for managing sensor data and method and apparatus for analyzing sensor data |
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