CN111970328A - Health epidemic prevention management system based on Internet of things - Google Patents
Health epidemic prevention management system based on Internet of things Download PDFInfo
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- CN111970328A CN111970328A CN202010716054.3A CN202010716054A CN111970328A CN 111970328 A CN111970328 A CN 111970328A CN 202010716054 A CN202010716054 A CN 202010716054A CN 111970328 A CN111970328 A CN 111970328A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
- H04L67/125—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks involving control of end-device applications over a network
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/80—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for detecting, monitoring or modelling epidemics or pandemics, e.g. flu
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/30—Services specially adapted for particular environments, situations or purposes
- H04W4/38—Services specially adapted for particular environments, situations or purposes for collecting sensor information
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/70—Services for machine-to-machine communication [M2M] or machine type communication [MTC]
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Abstract
The invention relates to the field of Internet of things, in particular to a health epidemic prevention management system based on the Internet of things, which is characterized in that: the human face mask temperature measurement system comprises a temperature measurement door, a human face mask temperature measurement identification device, a human body infrared thermal imaging temperature measurement device, a gateway and a cloud server; the temperature measuring door comprises a security check door, an infrared sensor, a temperature measuring door controller and an audible and visual alarm; the infrared sensor is arranged on the temperature measuring door and used for measuring the temperature of the human body; the human face mask temperature measurement and identification equipment comprises PAD equipment and a far infrared temperature sensor, wherein the PAD equipment is used for collecting and identifying human faces, and the far infrared temperature sensor is used for collecting human body temperature; WIFI communication is carried out between the gateway and the temperature measuring door controller, between the PAD equipment and the upper computer; the cloud server is used for counting, storing and displaying information collected by the temperature measurement door, the face mask temperature measurement identification equipment and the human body infrared thermal imaging temperature measurement equipment to monitoring personnel in real time. The invention rapidly counts and analyzes the conditions of personnel in each area through temperature measurement and face recognition, and is convenient for monitoring and management.
Description
Technical Field
The invention relates to the field of Internet of things, in particular to a health epidemic prevention management system based on the Internet of things.
Background
The epidemic situation refers to an epidemic disease which has a high incidence rate or death rate of influenza or viruses and the like and is rapidly spread, and in recent years, due to the conditions of global temperature rise, bad living habits of people and the like, large-scale epidemic situations such as novel coronavirus and the like appear.
In order to further reduce manpower, financial resources and material resources, an information technology means is needed to realize the modernization of the urban management system and management capacity.
Disclosure of Invention
The invention aims to provide a health epidemic prevention management system based on the Internet of things, which is used for rapidly counting and analyzing the conditions of personnel in each region through temperature measurement and face recognition and is convenient to monitor and manage.
In order to solve the technical problems, the technical scheme of the invention is as follows: a health epidemic prevention management system based on the Internet of things comprises a temperature measurement door, face mask temperature measurement identification equipment, human body infrared thermal imaging temperature measurement equipment, a gateway and a cloud server;
the temperature measuring door comprises a security inspection door, an infrared sensor, a temperature measuring door controller and an audible and visual alarm; the infrared sensor is arranged on the temperature measuring door and used for measuring the temperature of the human body; the infrared sensor is electrically connected with the input end of the temperature-measuring door controller, and the audible and visual alarm is electrically connected with the output end of the temperature-measuring door controller;
the human face mask temperature measurement and identification equipment comprises PAD equipment and a far infrared temperature sensor electrically connected with the PAD equipment, wherein the PAD equipment is used for collecting and identifying human faces, and the far infrared temperature sensor is used for collecting human body temperature; a Baidu face mask detection and recognition algorithm and a Google face recognition algorithm are embedded in the PAD equipment; PAD equipment gathers face information to compare with the face information of self storage, at first compare through Google face identification algorithm and the face information who does not wear the gauze mask, and carry out noninductive temperature measurement to personnel through far infrared temperature sensor in step, if the face is compared successfully and the temperature measurement is qualified, can indicate the user: if the body temperature is unqualified, the user is prompted to: when the body temperature is abnormal, the PAD device transmits the prompt information and the field face screenshot information to the gateway and uploads the prompt information and the field face screenshot information to the cloud server for display at the cloud; if the Google face recognition algorithm is not successful in comparison with the face information without wearing the mask, the Baidu face mask detection and recognition algorithm is compared with a face photo library wearing the mask, data of non-sensitive temperature measurement of personnel by a far infrared temperature sensor is obtained, and if the face recognition algorithm is successful in comparison with the mask wearing face and the temperature measurement is qualified, a user can be prompted: "the gauze mask has been worn to normal body temperature", if the body temperature is unqualified, will indicate the user: "abnormal body temperature has worn mask"; the PAD device transmits the prompt information and the field face screenshot information to a gateway and uploads the prompt information and the field face screenshot information to a cloud server for displaying in the cloud;
the human body infrared thermal imaging temperature measuring equipment comprises a human body infrared thermal imaging camera, a black body radiation source arranged in the visual field range of the human body infrared thermal imaging camera and an upper computer electrically connected with the human body infrared thermal imaging camera; the human body infrared thermal imaging camera is used for measuring the temperature of personnel in batches, and the upper computer is used for alarming and prompting the abnormal body temperature of personnel with the temperature not reaching the standard and uploading abnormal information to the cloud server through the gateway; the blackbody radiation source is used for measuring temperature and correcting in real time;
the gateway carries out WIFI communication with the temperature measurement door controller, the PAD equipment and the upper computer to carry out data transmission;
and the cloud server is used for counting, storing and displaying the information collected by the temperature measurement door, the face mask temperature measurement identification equipment and the human body infrared thermal imaging temperature measurement equipment to monitoring personnel in real time.
According to the scheme, the temperature measurement door further comprises a liquid crystal display screen which is arranged on the security inspection door and electrically connected with the temperature measurement door controller; through the human body temperature that the liquid crystal display show infrared sensor on the safety inspection door detected, when infrared sensor detected data, the temperature measurement door controller added one with personnel through the number of people, realized the statistical function through personnel's number and through the show of liquid crystal display, liquid crystal display is used for showing human temperature measurement data and number statistical information.
According to the scheme, the human body infrared thermal imaging camera is a double-spectrum temperature measurement camera and supports 1-10 m distance temperature measurement.
The invention has the following beneficial effects: according to the invention, the infrared sensor is added on the original security inspection door, so that the temperature of personnel entering a temperature measurement range can be detected, if abnormal temperature individuals are found, a local acousto-optic alarm of the security inspection door is triggered, and a rear-end device is triggered to be linked with the acousto-optic alarm so as to remind field workers of further processing; the human face mask temperature measurement and identification equipment adopts a human face mask detection and identification technology provided by Baidu, and a far infrared temperature sensor is added on the original PAD equipment, so that double detection of temperature measurement and human face mask identification is achieved, and the identification rate is improved; the human body infrared thermal imaging equipment carries out temperature measurement calibration through a black body radiation source, establishes an accurate corresponding relation between gray level and temperature, realizes high-quality temperature measurement, and solves the problem of temperature measurement of batch personnel; the cloud big data analysis platform is in real-time butt joint with the Internet of things equipment, the face recognition temperature measurement equipment and the human body infrared thermal imaging temperature measurement equipment, so that huge and disordered data in the current epidemic situation are effectively stored, processed and analyzed, and a large amount of workers are relieved from heavy manual work; according to the invention, the cloud platform of the Internet of things control technology is combined, so that the condition of personnel in each region is rapidly counted and analyzed through temperature measurement and face recognition, and the monitoring and management are facilitated.
Drawings
Fig. 1 is a block diagram illustrating an overall structure of an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention will be described in further detail with reference to the accompanying drawings and specific embodiments.
Referring to fig. 1, the health epidemic prevention management system based on the internet of things of the invention includes a temperature measurement door, a face and mask temperature measurement and identification device, a human body infrared thermal imaging temperature measurement device, a gateway and a cloud server.
The temperature measuring door comprises a security check door, an infrared sensor, a temperature measuring door controller and an audible and visual alarm; the infrared sensor is arranged on the temperature measuring door and used for measuring the temperature of the human body; the infrared sensor is electrically connected with the input end of the temperature-measuring door controller, and the audible and visual alarm is electrically connected with the output end of the temperature-measuring door controller; the temperature measurement door also comprises a liquid crystal display screen and a WiFi module which are arranged on the temperature measurement door and electrically connected with the temperature measurement door controller; when a person passes through the security door, the non-contact temperature measurement of the human body is realized by approaching the infrared sensor through the hand or the forehead, meanwhile, the temperature of the human body is displayed through a liquid crystal display screen on the temperature measurement door, and the person automatically adds one by the number of the person, so that the counting function of the number of the passing person is realized; the human body temperature measurement data and the people counting information are transmitted to the gateway through the WiFi module and uploaded to the cloud server, and the cloud automatically generates and records the personnel information of the current temperature measurement door position and the current passing personnel number after receiving the information; when the temperature of the personnel passing through the temperature measuring door is detected to be abnormal, the temperature measuring door can trigger the local audible and visual alarm to generate alarm information and prompt a user to 'please wait for the on-site solution of the personnel in situ'.
The human face mask temperature measurement and identification equipment comprises PAD equipment and a far infrared temperature sensor electrically connected with the PAD equipment, wherein the PAD equipment is used for collecting and identifying human faces, and the far infrared temperature sensor is used for collecting the temperature of human bodies; a Baidu face mask detection and recognition algorithm and a Google face recognition algorithm are embedded in the PAD equipment; the PAD has an operating system more than Android 8, a memory 32GB, a built-in storage 8GB, an expandable high-definition IPS display screen more than 128GB and a display screen more than 7 inches, and is provided with a monocular camera (200W pixels, 120-degree wide-angle lens, wide-dynamic support and white light night vision), the PAD equipment can store 5 thousands of face photos, the throughput of one-time comparison equipment faces is 3 thousands, and the recognition speed is 0.03 second; the number of the stored photos can be adjusted according to the capacity of the embedded memory card; the method is mainly suitable for the personnel flow range of about 2 ten thousand persons in a suitable place, and if the personnel flow range is beyond the range, the face photos of the personnel need to be stored by using a cloud end; the PAD equipment collects two pictures of each face information in total, one picture is a face picture wearing a mask, and the other picture is a face picture not wearing the mask; PAD equipment gathers face information to compare with the face information of self storage, at first compare through Google face identification algorithm and the face information who does not wear the gauze mask, and carry out noninductive temperature measurement to personnel through far infrared temperature sensor in step, if the face is compared successfully and the temperature measurement is qualified, can indicate the user: if the body temperature is unqualified, the user is prompted to: the PAD device transmits the prompt information and the on-site face screenshot information to the gateway through the WIFI function of the PAD device and uploads the prompt information and the on-site face screenshot information to the cloud server for displaying in the cloud; if the Google face recognition algorithm is not successful in comparison with the face information without wearing the mask, the Baidu face mask detection and recognition algorithm is compared with a face photo library wearing the mask, data of non-sensitive temperature measurement of personnel by a far infrared temperature sensor is obtained, and if the face recognition algorithm is successful in comparison with the mask wearing face and the temperature measurement is qualified, a user can be prompted: "the gauze mask has been worn to normal body temperature", if the body temperature is unqualified, will indicate the user: "abnormal body temperature has worn mask"; the PAD device transmits the prompt information and the field face screenshot information to the gateway through the WIFI and uploads the prompt information and the field face screenshot information to the cloud server to be displayed in the cloud.
The human body infrared thermal imaging temperature measuring equipment comprises a human body infrared thermal imaging camera, a black body radiation source arranged in the visual field range of the human body infrared thermal imaging camera and an upper computer electrically connected with the human body infrared thermal imaging camera; the human body infrared thermal imaging camera is used for measuring the temperature of personnel in batches, the upper computer is used for alarming and prompting the person with substandard temperature to be abnormal in body temperature and displaying the human body infrared thermal imaging effect, and the upper computer is provided with a WIFI module for uploading abnormal information to the cloud server through the gateway; the blackbody radiation source is used for measuring temperature and correcting in real time; in the embodiment, the human body infrared thermal imaging camera is a double-spectrum temperature measurement camera, supports the distance temperature measurement of 1-10 meters, and can realize the uninterrupted operation of 7 x 24 hours; in time of detection, recognizing the human face, marking the temperature above the human face frame, and alarming when the temperature exceeds the temperature; because the infrared thermal imaging camera can receive external factor influence in the long-term use process, cause the error, the electromagnetic wave absorption that the blackbody radiation source will penetrate at this moment eliminates reflection and transmission, realizes the calibration to the standard object, promotes the stability in different environment. Human infrared thermal imaging temperature measurement equipment mainly is to the human temperature measurement of multichannel, can't differentiate specific personnel's identity information this moment, nevertheless can realize accurate quick batch personnel's temperature measurement to report to the police to the personnel that the temperature is not up to standard and indicate "body temperature unusual", unusual information will pass through WIFI module connection gateway, uploads to the high in the clouds, records unusual personnel's body temperature, and the quick quantity that passes through personnel in the passageway.
The high in the clouds server carries out information processing, the high in the clouds server forms epidemic prevention cloud platform, high in the clouds server and temperature measurement door, people's face gauze mask temperature measurement identification equipment, human infrared thermal imaging temperature measurement equipment combines together, carry out "personnel information acquisition", "prevention and control", the application digit is energized, strengthen epidemic situation prevention and control, handle temperature measurement door, people's face gauze mask temperature measurement identification equipment, the information that human infrared thermal imaging temperature measurement equipment gathered, and accomplish the statistical analysis of data, realize the show window of real time monitoring personnel detailed information. Accumulating and displaying the condition of the personnel information in the channel; aiming at the use scene of the school, the number of the personnel in each department, the attendance condition, the arrival condition and the detailed information of the abnormal personnel at body temperature can be displayed in more detail, and the display effect can be adjusted in time according to the needs of the specific scene.
According to the invention, temperature measurement doors, temperature measurement identification of a face mask and human body infrared thermal imaging temperature measurement equipment are connected with a cloud end through a gateway, all data information is analyzed and processed through the cloud end, and the data analysis effect is displayed through a page. The invention frees a plurality of personnel in charge of epidemic situation detection, prevention and control from heavy work, and realizes quick and efficient detection, statistics, analysis and prediction. From big data application aspect, guarantee the comprehensive reliable of data, real-time effective to epidemic situation management and control the most important, can establish data analysis model rapidly, form data analysis achievement show, and "health epidemic prevention management cloud platform" is just through the supplementary epidemic situation study of high in the clouds, the decision-making, whole set of cloud platform not only can be to novel coronavirus, can also realize campus attendance control, provide comprehensive cloud data analysis for campus epidemic situation emergency prevention and control, better using value and great market space have.
According to the invention, the infrared sensor is added on the original security inspection door, so that the temperature of personnel entering a temperature measurement range can be detected, if abnormal temperature individuals are found, a local acousto-optic alarm of the security inspection door is triggered, and a rear-end device is triggered to be linked with the acousto-optic alarm so as to remind field workers of further processing; the human face mask temperature measurement and identification equipment adopts a human face mask detection and identification technology provided by Baidu, and a far infrared temperature sensor is added on the original PAD equipment, so that double detection of temperature measurement and human face mask identification is achieved, and the identification rate is improved; the human body infrared thermal imaging equipment measures temperature through the black body radiation source and marks, establishes an accurate corresponding relation between gray level and temperature, and realizes high-quality temperature measurement, thereby solving the problem of temperature measurement of batch personnel.
According to the cloud big data analysis platform, the cloud big data analysis platform is in real-time butt joint with the Internet of things equipment, the face recognition temperature measurement equipment and the human body infrared thermal imaging temperature measurement equipment, so that the huge and disordered data in the current epidemic situation are effectively stored, processed and analyzed, and a large number of workers are relieved from heavy manual labor. According to the invention, the cloud platform of the Internet of things control technology is combined, so that the condition of personnel in each region is rapidly counted and analyzed through temperature measurement and face recognition, and the monitoring and management are facilitated.
The parts not involved in the present invention are the same as or implemented using the prior art.
The foregoing is a more detailed description of the present invention that is presented in conjunction with specific embodiments, and the practice of the invention is not to be considered limited to those descriptions. For those skilled in the art to which the invention pertains, several simple deductions or substitutions can be made without departing from the spirit of the invention, and all shall be considered as belonging to the protection scope of the invention.
Claims (3)
1. The utility model provides a health epidemic prevention management system based on thing networking which characterized in that: the human face mask temperature measurement system comprises a temperature measurement door, a human face mask temperature measurement identification device, a human body infrared thermal imaging temperature measurement device, a gateway and a cloud server;
the temperature measuring door comprises a security inspection door, an infrared sensor, a temperature measuring door controller and an audible and visual alarm; the infrared sensor is arranged on the temperature measuring door and used for measuring the temperature of the human body; the infrared sensor is electrically connected with the input end of the temperature-measuring door controller, and the audible and visual alarm is electrically connected with the output end of the temperature-measuring door controller;
the human face mask temperature measurement and identification equipment comprises PAD equipment and a far infrared temperature sensor electrically connected with the PAD equipment, wherein the PAD equipment is used for collecting and identifying human faces, and the far infrared temperature sensor is used for collecting human body temperature; a Baidu face mask detection and recognition algorithm and a Google face recognition algorithm are embedded in the PAD equipment; PAD equipment gathers face information to compare with the face information of self storage, at first compare through Google face identification algorithm and the face information who does not wear the gauze mask, and carry out noninductive temperature measurement to personnel through far infrared temperature sensor in step, if the face is compared successfully and the temperature measurement is qualified, can indicate the user: if the body temperature is unqualified, the user is prompted to: when the body temperature is abnormal, the PAD device transmits the prompt information and the field face screenshot information to the gateway and uploads the prompt information and the field face screenshot information to the cloud server for display at the cloud; if the Google face recognition algorithm is not successful in comparison with the face information without wearing the mask, the Baidu face mask detection and recognition algorithm is compared with a face photo library wearing the mask, data of non-sensitive temperature measurement of personnel by a far infrared temperature sensor is obtained, and if the face recognition algorithm is successful in comparison with the mask wearing face and the temperature measurement is qualified, a user can be prompted: "the gauze mask has been worn to normal body temperature", if the body temperature is unqualified, will indicate the user: "abnormal body temperature has worn mask"; the PAD device transmits the prompt information and the field face screenshot information to a gateway and uploads the prompt information and the field face screenshot information to a cloud server for displaying in the cloud;
the human body infrared thermal imaging temperature measuring equipment comprises a human body infrared thermal imaging camera, a black body radiation source arranged in the visual field range of the human body infrared thermal imaging camera and an upper computer electrically connected with the human body infrared thermal imaging camera; the human body infrared thermal imaging camera is used for measuring the temperature of personnel in batches, and the upper computer is used for alarming and prompting the abnormal body temperature of personnel with the temperature not reaching the standard and uploading abnormal information to the cloud server through the gateway; the blackbody radiation source is used for measuring temperature and correcting in real time;
the gateway carries out data transmission with WIFI communication among the temperature-measuring door controller, the PAD equipment and the upper computer;
and the cloud server is used for counting, storing and displaying the information collected by the temperature measurement door, the face mask temperature measurement identification equipment and the human body infrared thermal imaging temperature measurement equipment to monitoring personnel in real time.
2. The health epidemic prevention management system based on the internet of things of claim 1, wherein: the temperature measurement door is still including locating the liquid crystal display of temperature measurement door electricity connection in temperature measurement door controller.
3. The health epidemic prevention management system based on the internet of things of claim 1, wherein: the human body infrared thermal imaging camera is a double-spectrum temperature measurement camera and supports 1-10 m distance temperature measurement.
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Application publication date: 20201120 |