CN107036647A - Air ambient and health analysis method and system based on wireless network - Google Patents

Air ambient and health analysis method and system based on wireless network Download PDF

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Publication number
CN107036647A
CN107036647A CN201611013923.6A CN201611013923A CN107036647A CN 107036647 A CN107036647 A CN 107036647A CN 201611013923 A CN201611013923 A CN 201611013923A CN 107036647 A CN107036647 A CN 107036647A
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Prior art keywords
data
sensor
air pollution
background server
meteorological element
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CN201611013923.6A
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翟广宇
柴国荣
苏亚娜
宗胜亮
董继元
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Lanzhou University
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Lanzhou University
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Priority to CN201611013923.6A priority Critical patent/CN107036647A/en
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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
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/01Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/0205Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/74Details of notification to user or communication with user or patient ; user input means
    • A61B5/746Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • Physiology (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Veterinary Medicine (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Cardiology (AREA)
  • Pulmonology (AREA)
  • General Physics & Mathematics (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

The invention discloses a kind of air ambient based on wireless network and health analysis method, including:The related data of restricted clearance environment is gathered, the related data includes meteorological data, air pollution data and Human Physiology index;The related data is transmitted to background server;The background server sets forecast model, while analyzing the Human Physiology achievement data, such as exceeds predetermined threshold value, then sends warning information.Present invention also offers a kind of air ambient based on wireless network and health analysis system.The present invention together, can monitor influence of the air ambient to health in real time and to emergency progress early warning by the way that health meteorology and big data technological synthesis are arrived.

Description

Air ambient and health analysis method and system based on wireless network
Technical field
The present invention relates to environmental monitoring technology field, more particularly to a kind of air ambient based on wireless network is good for human body Health analysis method and system.
Background technology
With the aggravation of global climate anomalous variation, Extreme Weather-climate Events increase, and climate change is to human health Influence increasingly closed by people.And the data such as the fast development of information technology, health and air ambient no matter Measurement or all increasingly facilitate in terms of storage and have accumulated substantial amounts of data in its respective field, but will be Potential relation between them is found in the data of magnanimity relying solely on traditional statistical method to complete.But Internet of Things The appearance of net, mobile Internet and big data technology exactly brings vitality for this.It is of the invention by Internet of Things based on this The method and technology of net, mobile Internet and big data are applied to the field of weather environment and health, using any of the above The acquisition, storage and Early-warning Model of weather environment and healthy data are set up and have carried out system combination by technology, to promote people The development of body health field carries out good try.
There was only the bracelet of simple monitoring characteristics of human body now, or monitor the detector of air ambient information.
The content of the invention
In order to solve problem of the prior art, the embodiments of the invention provide a kind of hanging basket mechanism and lifting conveyer. The technical scheme is as follows:
A kind of air ambient based on wireless network and health analysis method, including:
Gather restricted clearance environment related data, the related data include meteorological data, air pollution data and Human Physiology index;
The related data is transmitted to background server;
The background server sets forecast model, while analyzing the Human Physiology achievement data, such as exceeds Predetermined threshold value, then send warning information.
Alternatively, the meteorological element includes:Temperature, air pressure, humidity, wind speed;The air pollution data includes: PM2.5、PM10、CO;The Human Physiology index includes:Blood pressure, body temperature, heart rate.
Alternatively, carried out data transmission by 2G/3G/4G/wifi network transmission modes.
Alternatively, the background server includes:
Expert's early warning system, is trained for meteorological element and air pollution data to human body occurrence injury and analyzes Go out forecast model.
Alternatively, the background server includes:
Database server and network application server;
The database server, is stored for the data to sensor transmissions;
The network application server provides the user with corresponding service by network application server by Internet.
On the other hand there is provided a kind of air ambient based on wireless network and health analysis system, including:
Sensor assembly, wireless network module, background server;
The sensor assembly, meteorological element, air pollution data and human body life for gathering restricted clearance environment Manage index;
The wireless network module, for described meteorological element, air pollution data and Human Physiology index to be passed Transport to background server;
Background server, prediction mould is drawn for being trained analysis to the meteorological element and the air pollution data Type, while analyzing Human Physiology achievement data, such as carrying out warning information beyond predetermined threshold value sends.
Alternatively, the sensing module includes:Meteorological element sensor, air pollution sensor, human body indicators sensor;
The meteorological element sensor, the meteorological element for gathering restricted clearance environment;Air pollution sensor, is used for Gather air pollution data;Human body indicators sensor, for gathering Human Physiology index;
The meteorological element includes:Temperature, air pressure, humidity, wind speed;The air pollution data includes:PM2.5、PM10、 CO;The Human Physiology index includes:Blood pressure, body temperature, heart rate.
Alternatively, the wireless network module is carried out data transmission by 2G/3G/4G/wifi network transmission modes.
Alternatively, the background server includes:
Expert's early warning system, is trained for meteorological element and air pollution data to human body occurrence injury and analyzes Go out forecast model.
Alternatively, the background server includes:
Database server and network application server;
The database server, is stored for the data to sensor transmissions;
The network application server provides the user with corresponding service by network application server by Internet.
The beneficial effect that technical scheme provided in an embodiment of the present invention is brought is:
Health meteorology and big data technological synthesis by that to together, air ambient can be monitored in real time by the present invention Influence to health simultaneously carries out early warning to emergency.
Brief description of the drawings
Technical scheme in order to illustrate the embodiments of the present invention more clearly, makes required in being described below to embodiment Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for For those of ordinary skill in the art, on the premise of not paying creative work, other can also be obtained according to these accompanying drawings Accompanying drawing.
Fig. 1 is a kind of air ambient based on wireless network provided in an embodiment of the present invention and health analysis method Flow chart;
Fig. 2 is a kind of air ambient based on wireless network provided in an embodiment of the present invention and health analysis system Module diagram;
Fig. 3 is the schematic diagram of expert's early warning system provided in an embodiment of the present invention.
Embodiment
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with accompanying drawing to embodiment party of the present invention Formula is described in further detail.
Embodiment 1:
A kind of air ambient based on wireless network and health analysis method, referring to Fig. 1, including:
S100:The related data of restricted clearance environment is gathered, the related data includes meteorological data, air pollution data And Human Physiology index;
S200:The related data is transmitted to background server;
S300:The background server sets forecast model, while analyzing the Human Physiology achievement data, such as Beyond predetermined threshold value, then warning information is sent.
Alternatively, the meteorological element includes:Temperature, air pressure, humidity, wind speed;The air pollution data includes: PM2.5、PM10、CO;The Human Physiology index includes:Blood pressure, body temperature, heart rate.
Alternatively, carried out data transmission by 2G/3G/4G/wifi network transmission modes.
Alternatively, the background server includes:
Expert's early warning system, is trained for meteorological element and air pollution data to human body occurrence injury and analyzes Go out forecast model.
Alternatively, the background server includes:
Database server and network application server;
The database server, is stored for the data to sensor transmissions;
The network application server provides the user with corresponding service by network application server by Internet.
Embodiment 2
The invention provides a kind of air ambient based on wireless network and health analysis system, referring to Fig. 2, bag Include:
Sensor assembly 100, wireless network module 200, background server 300;
The sensor assembly, meteorological element, air pollution data and human body life for gathering restricted clearance environment Manage index;
The wireless network module, for described meteorological element, air pollution data and Human Physiology index to be passed Transport to background server;
Background server, prediction mould is drawn for being trained analysis to the meteorological element and the air pollution data Type, while analyzing Human Physiology achievement data, such as carrying out warning information beyond predetermined threshold value sends.
Alternatively, the sensing module includes:Meteorological element sensor, air pollution sensor, human body indicators sensor;
The meteorological element sensor, the meteorological element for gathering restricted clearance environment;Air pollution sensor, is used for Gather air pollution data;Human body indicators sensor, for gathering Human Physiology index;
Specifically, meteorological element is obtained by sensor, and wherein epidemic disaster is produced by Vaisala companies of Finland HMP45D model Temperature Humidity Sensors, are obtained;Baroceptor uses the baroceptor that Vaisala companies of Finland produce PTB220 type air gauges;Air velocity transducer uses the air velocity transducer of the angry EL15 types of Tianjin Meteorological Instrument Factory.Data acquisition Device is handled the data that sensor is obtained using MCU as core processor.
Specifically, PM2.5、PM10Obtained by PM laser dusts sensor, the sensor includes PM2.5、PM10Dust is detected The 4NE/OC-1000 that sensor assembly, CO are produced by Sheng Kaian science and technology, carbon monoxide transducer obtains the sensor and can examined Survey [0,1 000] ppm carbon monoxide content.
Specifically, body temperature sensing module uses compatibility arduino stm32 and 51 single board computers, is carried out by data acquisition unit The transmission of body temperature, temperature value is 35-40.5 DEG C;Blood pressure sensing module carries out the survey of human blood-pressure value using infrared photoelectric sensor Amount, because arteries can reflect the parameter of blood pressure to the light intensity of infrared light, it is possible to utilize infrared photoelectric sensor Measure;Heart rate sensor uses RCWL-0530MAX3010 modules, and the equipment can be to the pulse blood oxygen of human body and existing Heart rate signal be acquired
The meteorological element includes:Temperature, air pressure, humidity, wind speed;The air pollution data includes:PM2.5、PM10、 CO;The Human Physiology index includes:Blood pressure, body temperature, heart rate.
Alternatively, the wireless network module is carried out data transmission by 2G/3G/4G/wifi network transmission modes.
Alternatively, the background server includes:
Referring to Fig. 3, expert's early warning system is trained analysis to the meteorological element and the air pollution data and drawn Forecast model, while analyzing Human Physiology achievement data, such as carrying out warning information beyond predetermined threshold value sends.
Specifically, according to meteorological data and air pollution data typing expert's early warning system, draw
Alternatively, the background server includes:
Database server and network application server;
The database server, is stored for the data to sensor transmissions;
The network application server provides the user with corresponding service by network application server by Internet.
The beneficial effect that technical scheme provided in an embodiment of the present invention is brought is:
Health meteorology and big data technological synthesis by that to together, air ambient can be monitored in real time by the present invention Influence to health simultaneously carries out early warning to emergency.
The foregoing is only presently preferred embodiments of the present invention, be not intended to limit the invention, it is all the present invention spirit and Within principle, any modification, equivalent substitution and improvements made etc. should be included in the scope of the protection.

Claims (10)

1. a kind of air ambient based on wireless network and health analysis method, it is characterised in that including:
The related data of restricted clearance environment is gathered, the related data includes meteorological data, air pollution data and human body Physical signs;
The related data is transmitted to background server;
The background server sets forecast model, while analyzing the Human Physiology achievement data, such as beyond default Threshold value, then send warning information.
2. according to the method described in claim 1, it is characterised in that the meteorological element includes:Temperature, air pressure, humidity, wind Speed;The air pollution data includes:PM2.5、PM10、CO;The Human Physiology index includes:Blood pressure, body temperature, heart rate.
3. method according to claim 2, it is characterised in that characterized in that, passing through 2G/3G/4G/wifi network transmissions Mode carries out data transmission.
4. method according to claim 3, it is characterised in that the background server includes:
Expert's early warning system, for meteorological element and air pollution data to human body occurrence injury be trained analysis draw it is pre- Survey model.
5. method according to claim 4, it is characterised in that the background server includes:
Database server and network application server;
The database server, is stored for the data to sensor transmissions;
The network application server provides the user with corresponding service by network application server by Internet.
6. a kind of air ambient based on wireless network and health analysis system, it is characterised in that including:
Sensor assembly, wireless network module, background server;
The sensor assembly, meteorological element, air pollution data and Human Physiology for gathering restricted clearance environment refer to Mark;
The wireless network module, for by described meteorological element, air pollution data and Human Physiology index transmit to Background server;
Background server, forecast model is drawn for being trained analysis to the meteorological element and the air pollution data, Human Physiology achievement data is analyzed simultaneously, such as carrying out warning information beyond predetermined threshold value sends.
7. system according to claim 6, it is characterised in that the sensing module includes:Meteorological element sensor, air Contaminant sensor, human body indicators sensor;
The meteorological element sensor, the meteorological element for gathering restricted clearance environment;Air pollution sensor, for gathering Air pollution data;Human body indicators sensor, for gathering Human Physiology index;
The meteorological element includes:Temperature, air pressure, humidity, wind speed;The air pollution data includes:PM2.5、PM10、CO;Institute Stating Human Physiology index includes:Blood pressure, body temperature, heart rate.
8. system according to claim 7, it is characterised in that the wireless network module passes through 2G/3G/4G/wifi nets Network transmission means carries out data transmission.
9. system according to claim 8, it is characterised in that the background server includes:
Expert's early warning system, for meteorological element and air pollution data to human body occurrence injury be trained analysis draw it is pre- Survey model.
10. system according to claim 9, it is characterised in that the background server includes:
Database server and network application server;
The database server, is stored for the data to sensor transmissions;
The network application server provides the user with corresponding service by network application server by Internet.
CN201611013923.6A 2016-11-18 2016-11-18 Air ambient and health analysis method and system based on wireless network Pending CN107036647A (en)

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CN107468225A (en) * 2017-09-04 2017-12-15 珠海市安信达电子科技有限公司 Home voice health robot system
CN108983316A (en) * 2018-07-05 2018-12-11 江西飞达电气设备有限公司 A kind of air velocity transducer installing mechanism
CN109275994A (en) * 2018-10-23 2019-01-29 北京小汤山医院 A kind of intellectual monitoring bracelet
CN109493973A (en) * 2018-11-22 2019-03-19 中国建筑设计研究院有限公司 A kind of household residential air Environmental Health method for prewarning risk and system
CN110648744A (en) * 2019-09-18 2020-01-03 四川省绵阳太古软件有限公司 Environment and beauty maintaining analysis method, device and system
CN116338104A (en) * 2023-04-10 2023-06-27 重庆佳兴环保工程有限公司 Monitoring system for limited space operation

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Publication number Priority date Publication date Assignee Title
CN107468225A (en) * 2017-09-04 2017-12-15 珠海市安信达电子科技有限公司 Home voice health robot system
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CN109493973A (en) * 2018-11-22 2019-03-19 中国建筑设计研究院有限公司 A kind of household residential air Environmental Health method for prewarning risk and system
CN110648744A (en) * 2019-09-18 2020-01-03 四川省绵阳太古软件有限公司 Environment and beauty maintaining analysis method, device and system
CN116338104A (en) * 2023-04-10 2023-06-27 重庆佳兴环保工程有限公司 Monitoring system for limited space operation
CN116338104B (en) * 2023-04-10 2024-02-23 重庆佳兴环保工程有限公司 Monitoring system for limited space operation

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Application publication date: 20170811