CN107661092A - Vital sign state monitoring method and computer-readable recording medium - Google Patents
Vital sign state monitoring method and computer-readable recording medium Download PDFInfo
- Publication number
- CN107661092A CN107661092A CN201710667234.5A CN201710667234A CN107661092A CN 107661092 A CN107661092 A CN 107661092A CN 201710667234 A CN201710667234 A CN 201710667234A CN 107661092 A CN107661092 A CN 107661092A
- Authority
- CN
- China
- Prior art keywords
- vital sign
- data
- sign data
- field operation
- operating personnel
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 29
- 238000012544 monitoring process Methods 0.000 title claims abstract description 25
- 238000013499 data model Methods 0.000 claims abstract description 54
- 230000036772 blood pressure Effects 0.000 claims description 12
- 230000007613 environmental effect Effects 0.000 claims description 12
- 230000036760 body temperature Effects 0.000 claims description 11
- 230000005684 electric field Effects 0.000 claims description 6
- 238000004590 computer program Methods 0.000 claims description 3
- 238000005516 engineering process Methods 0.000 description 7
- 238000001514 detection method Methods 0.000 description 6
- 238000011160 research Methods 0.000 description 5
- 230000036541 health Effects 0.000 description 3
- 241000208340 Araliaceae Species 0.000 description 2
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 description 2
- 235000003140 Panax quinquefolius Nutrition 0.000 description 2
- 230000002159 abnormal effect Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 235000008434 ginseng Nutrition 0.000 description 2
- 230000035479 physiological effects, processes and functions Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 238000001914 filtration Methods 0.000 description 1
- 230000003862 health status Effects 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 230000005180 public health Effects 0.000 description 1
- 238000012827 research and development Methods 0.000 description 1
- 230000029058 respiratory gaseous exchange Effects 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, 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
- A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/01—Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, 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
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, 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
- A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
- A61B5/02055—Simultaneously evaluating both cardiovascular condition and temperature
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Cardiology (AREA)
- Medical Informatics (AREA)
- Surgery (AREA)
- Engineering & Computer Science (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Physics & Mathematics (AREA)
- Molecular Biology (AREA)
- Pathology (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Biophysics (AREA)
- Physiology (AREA)
- Pulmonology (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
The invention discloses a kind of vital sign state monitoring method and computer-readable recording medium, method to include：Pass through the vital sign data in wearable device Collecting operation personnel at the scene operation process；After operation normally completes at the scene, the work order data of field operation are obtained；According to vital sign data and work order data, generation operating personnel corresponds to the vital sign data model of field operation；Obtain the work order data of a field operation, and during a field operation real-time Collecting operation personnel vital sign data；According to the work order data of a field operation, matching obtains corresponding vital sign data model；The vital sign data model that vital sign data and matching according to gathering in real time obtain, the vital sign state of operating personnel is monitored.The present invention can monitor the vital sign state of electric operating personnel in real time, prevent to trigger operation personal safety accident due to improper condition, improve security.
Description
Technical field
The present invention relates to body state monitoring technical field, more particularly to a kind of vital sign state monitoring method and calculating
Machine readable storage medium storing program for executing.
Background technology
Vital sign mainly includes four breathing, body temperature, pulse, blood pressure contents, is primarily used to judge that human life is good for
Health situation.For the vital sign detection technique of intelligent wearable device, mainly by the way that wearable sensor is worn on
The different parts of work about electric power personnel's body, vital sign data accurate, efficiently, real-time, stable is carried out to guardianship and is examined
Survey and analysis, detect electric operating personnel ground health in operation process in real time, ensure that electric operating safely and effectively enters
OK.
The domestic research starting to vital sign detection technique is relatively later, since the nineties in last century, with wireless
The communication technology, sensor technology, mobile communication technology, computer technology and the rapid development for being remotely located monitoring technology, I
State has stepped up the research to vital signs system availability.In recent years, the Ministry of Public Health, health medical treatment foundation, Red Cross
The important government offices such as meeting strengthen the research and development to vital sign detection technique one after another.For electric intelligent wearable device
Vital sign detection research, mainly with multiple sensors it is integrated based on, including pulse detection, blood pressure detecting, temperature check
And alarming in short range of electric power detection etc..Though domestic monitored on vital sign also achieves many progress with the research diagnosed at present,
Physiological signal characteristic quantity is analyzed and vital sign status information model construction and diagnostic field, or there is partial blank.
The content of the invention
The technical problems to be solved by the invention are：A kind of vital sign state monitoring method is provided and computer-readable deposited
Storage media, the vital sign state of electric operating personnel can be monitored in real time, prevent to trigger operation due to improper condition
Personal safety accident, improve security.
In order to solve the above-mentioned technical problem, the technical solution adopted by the present invention is：A kind of vital sign state monitoring method,
Including：
Pass through the vital sign data in wearable device Collecting operation personnel at the scene operation process；
After the field operation normally completes, the work order data of the field operation are obtained；
According to the vital sign data and work order data, generation operating personnel corresponds to the vital sign of the field operation
Data model；
Obtain the work order data of a field operation, and the real-time Collecting operation personnel during a field operation
Vital sign data；
According to the work order data of a field operation, matching obtains corresponding vital sign data model；
The vital sign data model that vital sign data and matching according to gathering in real time obtain, to the operation people
The vital sign state of member is monitored.
The invention further relates to a kind of computer-readable recording medium, is stored thereon with computer program, and described program is located
Reason device realizes following steps when performing：
Pass through the vital sign data in wearable device Collecting operation personnel at the scene operation process；
After the field operation normally completes, the work order data of the field operation are obtained；
According to the vital sign data and work order data, generation operating personnel corresponds to the vital sign of the field operation
Data model；
Obtain the work order data of a field operation, and the real-time Collecting operation personnel during a field operation
Vital sign data；
According to the work order data of a field operation, matching obtains corresponding vital sign data model；
The vital sign data model that vital sign data and matching according to gathering in real time obtain, to the operation people
The vital sign state of member is monitored.
The beneficial effects of the present invention are：By the analysis to vital sign data, with reference to the work order data of field operation,
Vital sign data model is built, the model can characterize the vital signs in real time, tired tensity and sign of operating personnel
State change rule, matching judgment is carried out subsequently through to the model, finally realizes the real-time prison of operating personnel people's life state
Survey and diagnose.The present invention can monitor the vital sign state of electric operating personnel in real time, prevent due to improper condition and
Trigger operation personal safety accident, improve security.
Brief description of the drawings
Fig. 1 is a kind of flow chart of vital sign state monitoring method of the present invention；
Fig. 2 is the method flow diagram of the embodiment of the present invention one；
Fig. 3 is the method flow diagram of the embodiment of the present invention two.
Embodiment
To describe the technology contents of the present invention, the objects and the effects in detail, below in conjunction with embodiment and coordinate attached
Figure is explained in detail.
The design of most critical of the present invention is：By means of vital sign of the equipment to operating personnel for integrating biosensor
Data are monitored in real time, the method that research judges Health Status For Workers Exposed situation by vital sign data, are realized and are found in advance
Trigger the risk of operation personal safety accident due to improper condition.
A kind of referring to Fig. 1, vital sign state monitoring method, it is characterised in that including：
Pass through the vital sign data in wearable device Collecting operation personnel at the scene operation process；
After the field operation normally completes, the work order data of the field operation are obtained；
According to the vital sign data and work order data, generation operating personnel corresponds to the vital sign of the field operation
Data model；
Obtain the work order data of a field operation, and the real-time Collecting operation personnel during a field operation
Vital sign data；
According to the work order data of a field operation, matching obtains corresponding vital sign data model；
The vital sign data model that vital sign data and matching according to gathering in real time obtain, to the operation people
The vital sign state of member is monitored.
It was found from foregoing description, the beneficial effects of the present invention are：The vital sign of electric operating personnel can be monitored in real time
State, prevent to trigger operation personal safety accident due to improper condition, improve security.
It is further, described that " according to the vital sign data and work order data, generation operating personnel corresponds to the scene
The vital sign data model of operation " is specially：
The vital sign data that operating personnel is gathered during same field operation is obtained, and to the life entity
Sign data are analyzed and processed, and obtain normal range (NR) information corresponding to each physiological parameter in the vital sign data；
According to the normal range (NR) information and the work order data of the same field operation, generation operating personnel corresponds to institute
State the vital sign data model of same field operation.
Seen from the above description, based on different field operations, build different vital sign data models, avoid due to
Field operation difference and the accuracy of monitoring is impacted.
Further, described " vital sign data that operating personnel is gathered during same field operation is obtained,
And the vital sign data is analyzed and processed, obtain normal model corresponding to each physiological parameter in the vital sign data
Enclose information " be specially：
If operating personnel repeatedly normally completes same field operation, obtain during the multiple same field operation
Multigroup vital sign data of the operating personnel gathered；
Obtain the data of same physiological parameter in multigroup vital sign data；
The data of the same physiological parameter are ranked up；
According to default confidence level, the confidential interval of the data of the acquisition same physiological parameter；
According to the confidence upper limit and confidence lower limit of the confidential interval, normal model corresponding to the same physiological parameter is obtained
Enclose information.
Further, described " the vital sign data mould that vital sign data and matching according to gathering in real time obtain
Type, the vital sign state of the operating personnel is monitored " be specially：
Obtain normal range (NR) information corresponding to each physiological parameter in the vital sign data model that matching obtains；
Judge whether the numerical value of each physiological parameter in the vital sign data gathered in real time is satisfied by respective correspond to
Normal range (NR) information；
If it is not, then operating personnel is prompted by wearable device.
Seen from the above description, when monitoring that operating personnel's vital sign state there may be abnormal, then reminded,
Ensure the safety of operating personnel.
Further, the vital sign data includes heart rate, pulse, body temperature and blood pressure；The work order of the field operation
Data include the environmental data of pole-climbing distance, operation field electric-field intensity and operation field, and the environmental data includes temperature
And humidity.
The invention also provides a kind of computer-readable recording medium, is stored thereon with computer program, described program quilt
Following steps are realized during computing device：
Pass through the vital sign data in wearable device Collecting operation personnel at the scene operation process；
After the field operation normally completes, the work order data of the field operation are obtained；
According to the vital sign data and work order data, generation operating personnel corresponds to the vital sign of the field operation
Data model；
Obtain the work order data of a field operation, and the real-time Collecting operation personnel during a field operation
Vital sign data；
According to the work order data of a field operation, matching obtains corresponding vital sign data model；
The vital sign data model that vital sign data and matching according to gathering in real time obtain, to the operation people
The vital sign state of member is monitored.
It is further, described that " according to the vital sign data and work order data, generation operating personnel corresponds to the scene
The vital sign data model of operation " is specially：
The vital sign data that operating personnel is gathered during same field operation is obtained, and to the life entity
Sign data are analyzed and processed, and obtain normal range (NR) information corresponding to each physiological parameter in the vital sign data；
According to the normal range (NR) information and the work order data of the same field operation, generation operating personnel corresponds to institute
State the vital sign data model of same field operation.
Further, described " vital sign data that operating personnel is gathered during same field operation is obtained,
And the vital sign data is analyzed and processed, obtain normal model corresponding to each physiological parameter in the vital sign data
Enclose information " be specially：
If operating personnel repeatedly normally completes same field operation, obtain during the multiple same field operation
Multigroup vital sign data of the operating personnel gathered；
Obtain the data of same physiological parameter in multigroup vital sign data；
The data of the same physiological parameter are ranked up；
According to default confidence level, the confidential interval of the data of the acquisition same physiological parameter；
According to the confidence upper limit and confidence lower limit of the confidential interval, normal model corresponding to the same physiological parameter is obtained
Enclose information.
Further, described " the vital sign data mould that vital sign data and matching according to gathering in real time obtain
Type, the vital sign state of the operating personnel is monitored " be specially：
Obtain normal range (NR) information corresponding to each physiological parameter in the vital sign data model that matching obtains；
Judge whether the numerical value of each physiological parameter in the vital sign data gathered in real time is satisfied by respective correspond to
Normal range (NR) information；
If it is not, then operating personnel is prompted by wearable device.
Further, the vital sign data includes heart rate, pulse, body temperature and blood pressure；The work order of the field operation
Data include the environmental data of pole-climbing distance, operation field electric-field intensity and operation field, and the environmental data includes temperature
And humidity.
Embodiment one
Fig. 2 is refer to, embodiments of the invention one are：A kind of vital sign state monitoring method, can be applied to electric power
The vital sign status monitoring of operating personnel, comprises the following steps：
S1：Pass through the vital sign data in wearable device Collecting operation personnel at the scene operation process；The life
Sign data includes heart rate, pulse, body temperature and blood pressure, and the wearable device is integrated with detectable above-mentioned vital sign data
Biosensor.
S2：After the field operation normally completes, the work order data of the field operation are obtained；The field operation
Work order data include the environmental data of pole-climbing distance, operation field electric-field intensity and operation field, and the environmental data includes
Temperature and humidity.
S3：According to the vital sign data and work order data, generation operating personnel corresponds to the life of the field operation
Sign data model；
Further, can be analyzed to obtain according to the vital sign data each physiological parameter (i.e. heart rate, pulse, body temperature and
Four kinds of physiological parameters of blood pressure) normal range (NR), that is, obtain maximum and minimum value corresponding to each physiological parameter；For example, can root
Determined according to the maximum and minimum value of each physiological parameter.Or dimension-reduction treatment is carried out by PCA, by four kinds of lifes
Reason parameter is converted into an overall target.The present embodiment is exemplified by the former.
If operating personnel has successfully completed repeatedly to same field operation, you can to multigroup corresponding to this more subjob
Vital sign data is analyzed and processed, and obtains maximum and minimum value corresponding to each physiological parameter.Therefore, vital sign data
The association that model is considered as the work order data of a field operation corresponding with each physiological parameter maximum, minimum value is closed
System, different field operations correspond to different vital sign data models.
S4：Obtain the work order data of a field operation, and the real-time Collecting operation people during a field operation
The vital sign data of member；Further, can be acquired according to default collection period.
S5：According to the work order data of a field operation, matching obtains corresponding vital sign data model；
S6：The vital sign data model that vital sign data and matching according to gathering in real time obtain, to the work
The vital sign state of industry personnel is monitored.Specifically, each physiology ginseng in the vital sign data model that matching obtains is obtained
Normal range (NR) information corresponding to number, judge whether the numerical value of each physiological parameter in the vital sign data gathered in real time is equal
Meet each self-corresponding normal range (NR) information, that is, judge whether the heart rate data of this collection is less than its corresponding maximum and big
In its corresponding minimum value, whether the pulse of this collection is less than its corresponding maximum and is more than its corresponding minimum value, should
Whether the body temperature of secondary collection is less than its corresponding maximum and is more than its corresponding minimum value, and whether the blood pressure of this collection is less than
Its corresponding maximum and it is more than its corresponding minimum value；If not, then it represents that the vital sign abnormal state of operating personnel, perform
Step S7.
S7：Operating personnel is prompted by wearable device；For example, can sound the alarm, remind in operating personnel
Disconnected operation.
Further, if successfully completing a field operation, obtain what is gathered during the field operation
Vital sign data, with reference to the vital sign data gathered when successfully completing the field operation before, analysis is re-started, more
Vital sign data model corresponding to the new field operation.By constantly training study, vital sign data model is updated, is carried
The high accuracy to operating personnel's vital sign status monitoring.
For step S1-S3, electric operating personnel can receive field operation task by wearable device, perform scene
During operation, the vital sign data of itself, including heart rate, pulse, body temperature are gathered by the biosensor on wearable device
And blood pressure.Further, can be acquired according to the default cycle, for example, during field operation is performed, every 1min
Gather a vital sign data；Also maximum times of collection can be preset on the basis of the above, namely in a field operation
Default number is gathered according to predetermined period, for different field operation tasks, can be set most according to the activity duration of regulation
Big times of collection, for example, the field operation a regulation deadline is 1h, then the life of 60 times is gathered when performing field operation a
Sign data, the field operation b regulation deadline is 2h, then the vital sign number of 120 times is gathered when performing field operation b
According to；Even if the time that operating personnel completes field operation a has exceeded 60min, also only gather 60 times, it is same so as to ensure to be performed a plurality of times
During one field operation, the data volume gathered every time is identical.
When operating personnel's this field operation of successful execution, then it represents that during this field operation, the operation
The vital sign state of personnel is normal, you can using the vital sign data collected in this field operation as normal number
According to being analyzed, and combine the work order data of the field operation, so as to obtain operating personnel to should field operation life entity
Levy data model.
As the number for performing field operation increases, constantly build new vital sign data model or renewal is existing
Vital sign data model, vital sign data model set is enriched, improve the comprehensive and accurate of vital sign status monitoring
Property.
Further, can be respectively each operating personnel's structure therefore because the fitness of each operating personnel is different
The vital sign data model of corresponding Different field operation is built, so as to further improve the accuracy of vital sign status monitoring.
Embodiment two
Fig. 3 is refer to, the present embodiment is the further expansion to step S3 in embodiment one.
For in step S3, the analysis to multigroup vital sign data of corresponding same field operation, it may include following step
Suddenly：
S301：Obtain operating personnel's many successes and complete multigroup vital sign data that same field operation is gathered；
S302：Obtain the data of same physiological parameter in multigroup vital sign data；For multigroup vital sign number
In, the data acquisition of same physiological parameter is come out, i.e., obtains four kinds of heart rate, pulse, body temperature and blood pressure physiology ginsengs respectively
Several acquisitions, obtain four data acquisition systems.
S303：The data of the same physiological parameter are ranked up；The data in four data acquisition systems are entered respectively
Row sequence, further, can be ranked up from small to large according to numerical value.
S304：According to default confidence level, the confidential interval of the data of the acquisition same physiological parameter；Preferably, institute
It is 0.96 to state default confidence level, that is, the data that ratio that is filtering out numerical value minimum and accounting for total amount of data is 0.02,
And the data that numerical value is maximum and ratio that account for total amount of data is 0.02, the number that the ratio for obtaining accounting for total amount of data is 0.96
According to confidential interval is that is, the span of these remaining data.
S305：According to the confidence upper limit and confidence lower limit of the confidential interval, obtain corresponding to the same physiological parameter
Normal range (NR) information；I.e. using the confidence upper limit of the confidential interval of a physiological parameter as maximum corresponding to the physiological parameter, put
Believe minimum value of the lower limit as the physiological parameter.
The present embodiment obtains the possible number range of each physiological parameter by the confidential interval of historical data, and it is more accurate to obtain
Reference data, so as to improve the accuracy of vital sign status monitoring.
Embodiment three
The present embodiment is a kind of computer-readable recording medium of corresponding above-described embodiment, is stored thereon with computer journey
Sequence, following steps are realized when described program is executed by processor：
Pass through the vital sign data in wearable device Collecting operation personnel at the scene operation process；
After the field operation normally completes, the work order data of the field operation are obtained；
According to the vital sign data and work order data, generation operating personnel corresponds to the vital sign of the field operation
Data model；
Obtain the work order data of a field operation, and the real-time Collecting operation personnel during a field operation
Vital sign data；
According to the work order data of a field operation, matching obtains corresponding vital sign data model；
The vital sign data model that vital sign data and matching according to gathering in real time obtain, to the operation people
The vital sign state of member is monitored.
It is further, described that " according to the vital sign data and work order data, generation operating personnel corresponds to the scene
The vital sign data model of operation " is specially：
The vital sign data that operating personnel is gathered during same field operation is obtained, and to the life entity
Sign data are analyzed and processed, and obtain normal range (NR) information corresponding to each physiological parameter in the vital sign data；
According to the normal range (NR) information and the work order data of the same field operation, generation operating personnel corresponds to institute
State the vital sign data model of same field operation.
Further, described " vital sign data that operating personnel is gathered during same field operation is obtained,
And the vital sign data is analyzed and processed, obtain normal model corresponding to each physiological parameter in the vital sign data
Enclose information " be specially：
If operating personnel repeatedly normally completes same field operation, obtain during the multiple same field operation
Multigroup vital sign data of the operating personnel gathered；
Obtain the data of same physiological parameter in multigroup vital sign data；
The data of the same physiological parameter are ranked up；
According to default confidence level, the confidential interval of the data of the acquisition same physiological parameter；
According to the confidence upper limit and confidence lower limit of the confidential interval, normal model corresponding to the same physiological parameter is obtained
Enclose information.
Further, described " the vital sign data mould that vital sign data and matching according to gathering in real time obtain
Type, the vital sign state of the operating personnel is monitored " be specially：
Obtain normal range (NR) information corresponding to each physiological parameter in the vital sign data model that matching obtains；
Judge whether the numerical value of each physiological parameter in the vital sign data gathered in real time is satisfied by respective correspond to
Normal range (NR) information；
If it is not, then operating personnel is prompted by wearable device.
Further, the vital sign data includes heart rate, pulse, body temperature and blood pressure；The work order of the field operation
Data include the environmental data of pole-climbing distance, operation field electric-field intensity and operation field, and the environmental data includes temperature
And humidity.
In summary, a kind of vital sign state monitoring method and computer-readable recording medium provided by the invention, lead to
The analysis to vital sign data is crossed, with reference to the work order data of field operation, builds vital sign data model, the model can
Vital signs in real time, tired tensity and the sign state changing rule of operating personnel is characterized, is entered subsequently through to the model
Row matching judgment, finally realize the real-time monitoring and diagnosis of operating personnel people's life state.The present invention can monitor electric power work in real time
The vital sign state of industry personnel, prevent to trigger operation personal safety accident due to improper condition, improve security.
Embodiments of the invention are the foregoing is only, are not intended to limit the scope of the invention, it is every to utilize this hair
The equivalents that bright specification and accompanying drawing content are made, or the technical field of correlation is directly or indirectly used in, similarly include
In the scope of patent protection of the present invention.
Claims (10)
- A kind of 1. vital sign state monitoring method, it is characterised in that including：Pass through the vital sign data in wearable device Collecting operation personnel at the scene operation process；After the field operation normally completes, the work order data of the field operation are obtained；According to the vital sign data and work order data, generation operating personnel corresponds to the vital sign data of the field operation Model；Obtain the work order data of a field operation, and during a field operation real-time Collecting operation personnel life Sign data；According to the work order data of a field operation, matching obtains corresponding vital sign data model；The vital sign data model that vital sign data and matching according to gathering in real time obtain, to the operating personnel's Vital sign state is monitored.
- 2. vital sign state monitoring method according to claim 1, it is characterised in that described " according to the life entity Data and work order data are levied, generation operating personnel corresponds to the vital sign data model of the field operation " be specially：The vital sign data that operating personnel is gathered during same field operation is obtained, and to the vital sign number According to being analyzed and processed, normal range (NR) information corresponding to each physiological parameter in the vital sign data is obtained；According to the normal range (NR) information and the work order data of the same field operation, generation operating personnel corresponds to described same The vital sign data model of one field operation.
- 3. vital sign state monitoring method according to claim 2, it is characterised in that described " to obtain operating personnel to exist The vital sign data gathered during same field operation, and the vital sign data is analyzed and processed, obtain The normal range (NR) information corresponding to each physiological parameter into the vital sign data " is specially：If operating personnel repeatedly normally completes same field operation, obtain and adopted during the multiple same field operation Multigroup vital sign data of the operating personnel of collection；Obtain the data of same physiological parameter in multigroup vital sign data；The data of the same physiological parameter are ranked up；According to default confidence level, the confidential interval of the data of the acquisition same physiological parameter；According to the confidence upper limit and confidence lower limit of the confidential interval, obtain normal range (NR) corresponding to the same physiological parameter and believe Breath.
- 4. vital sign state monitoring method according to claim 2, it is characterised in that described " according to what is gathered in real time The vital sign data model that vital sign data and matching obtain, is supervised to the vital sign state of the operating personnel Survey " be specially：Obtain normal range (NR) information corresponding to each physiological parameter in the vital sign data model that matching obtains；Judge each physiological parameter in the vital sign data gathered in real time numerical value whether be satisfied by it is each it is self-corresponding just Normal range information；If it is not, then operating personnel is prompted by wearable device.
- 5. vital sign state monitoring method according to claim 1, it is characterised in that the vital sign data includes Heart rate, pulse, body temperature and blood pressure；The work order data of the field operation include pole-climbing distance, operation field electric-field intensity and The environmental data of operation field, the environmental data include temperature and humidity.
- 6. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that described program is by processor Following steps are realized during execution：Pass through the vital sign data in wearable device Collecting operation personnel at the scene operation process；After the field operation normally completes, the work order data of the field operation are obtained；According to the vital sign data and work order data, generation operating personnel corresponds to the vital sign data of the field operation Model；Obtain the work order data of a field operation, and during a field operation real-time Collecting operation personnel life Sign data；According to the work order data of a field operation, matching obtains corresponding vital sign data model；The vital sign data model that vital sign data and matching according to gathering in real time obtain, to the operating personnel's Vital sign state is monitored.
- 7. computer-readable recording medium according to claim 6, it is characterised in that described " according to the vital sign Data and work order data, generation operating personnel correspond to the vital sign data model of the field operation " be specially：The vital sign data that operating personnel is gathered during same field operation is obtained, and to the vital sign number According to being analyzed and processed, normal range (NR) information corresponding to each physiological parameter in the vital sign data is obtained；According to the normal range (NR) information and the work order data of the same field operation, generation operating personnel corresponds to described same The vital sign data model of one field operation.
- 8. computer-readable recording medium according to claim 7, it is characterised in that described " to obtain operating personnel same The vital sign data gathered during one field operation, and the vital sign data is analyzed and processed, obtain Normal range (NR) information corresponding to each physiological parameter in the vital sign data " is specially：If operating personnel repeatedly normally completes same field operation, obtain and adopted during the multiple same field operation Multigroup vital sign data of the operating personnel of collection；Obtain the data of same physiological parameter in multigroup vital sign data；The data of the same physiological parameter are ranked up；According to default confidence level, the confidential interval of the data of the acquisition same physiological parameter；According to the confidence upper limit and confidence lower limit of the confidential interval, obtain normal range (NR) corresponding to the same physiological parameter and believe Breath.
- 9. computer-readable recording medium according to claim 7, it is characterised in that described " according to the life gathered in real time The vital sign data model that life sign data and matching obtain, is supervised to the vital sign state of the operating personnel Survey " be specially：Obtain normal range (NR) information corresponding to each physiological parameter in the vital sign data model that matching obtains；Judge each physiological parameter in the vital sign data gathered in real time numerical value whether be satisfied by it is each it is self-corresponding just Normal range information；If it is not, then operating personnel is prompted by wearable device.
- 10. computer-readable recording medium according to claim 6, it is characterised in that the vital sign data includes Heart rate, pulse, body temperature and blood pressure；The work order data of the field operation include pole-climbing distance, operation field electric-field intensity and The environmental data of operation field, the environmental data include temperature and humidity.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710667234.5A CN107661092B (en) | 2017-08-07 | 2017-08-07 | Vital sign state monitoring method and computer-readable storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710667234.5A CN107661092B (en) | 2017-08-07 | 2017-08-07 | Vital sign state monitoring method and computer-readable storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN107661092A true CN107661092A (en) | 2018-02-06 |
| CN107661092B CN107661092B (en) | 2021-01-15 |
Family
ID=61097026
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710667234.5A Active CN107661092B (en) | 2017-08-07 | 2017-08-07 | Vital sign state monitoring method and computer-readable storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN107661092B (en) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2020132826A1 (en) * | 2018-12-24 | 2020-07-02 | 深圳迈瑞生物医疗电子股份有限公司 | Monitoring apparatus and physiological vital sign monitoring method implemented thereby |
| CN112568883A (en) * | 2020-12-25 | 2021-03-30 | 军事科学院***工程研究院卫勤保障技术研究所 | Remote battlefield wounded person identification method and device based on vital signs |
| WO2021196347A1 (en) * | 2020-03-31 | 2021-10-07 | 丰疆智能软件科技(南京)有限公司 | Cattle state monitoring system and monitoring method |
| CN116667203A (en) * | 2023-05-30 | 2023-08-29 | 国网湖北省电力有限公司超高压公司 | Electric power basic operation safety protection method and system based on gas detector |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104720783A (en) * | 2013-12-24 | 2015-06-24 | ***通信集团公司 | Exercise heart rate monitoring method and apparatus |
| CN105286843A (en) * | 2009-12-09 | 2016-02-03 | 耐克创新有限合伙公司 | Athletic performance monitoring system utilizing heart rate information |
| CN105449864A (en) * | 2015-12-18 | 2016-03-30 | 国家电网公司 | Wearable intelligent positioning and vital sign monitoring system for electric power maintenance personnel |
| CN105640573A (en) * | 2014-12-05 | 2016-06-08 | 国家电网公司 | Electric power maintainer safety risk monitoring system based on Google glasses |
| CN106473723A (en) * | 2016-11-28 | 2017-03-08 | 国网新疆电力公司吐鲁番供电公司 | Work high above the ground personnel's detection means and detection method |
-
2017
- 2017-08-07 CN CN201710667234.5A patent/CN107661092B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105286843A (en) * | 2009-12-09 | 2016-02-03 | 耐克创新有限合伙公司 | Athletic performance monitoring system utilizing heart rate information |
| CN104720783A (en) * | 2013-12-24 | 2015-06-24 | ***通信集团公司 | Exercise heart rate monitoring method and apparatus |
| CN105640573A (en) * | 2014-12-05 | 2016-06-08 | 国家电网公司 | Electric power maintainer safety risk monitoring system based on Google glasses |
| CN105449864A (en) * | 2015-12-18 | 2016-03-30 | 国家电网公司 | Wearable intelligent positioning and vital sign monitoring system for electric power maintenance personnel |
| CN106473723A (en) * | 2016-11-28 | 2017-03-08 | 国网新疆电力公司吐鲁番供电公司 | Work high above the ground personnel's detection means and detection method |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2020132826A1 (en) * | 2018-12-24 | 2020-07-02 | 深圳迈瑞生物医疗电子股份有限公司 | Monitoring apparatus and physiological vital sign monitoring method implemented thereby |
| CN112996426A (en) * | 2018-12-24 | 2021-06-18 | 深圳迈瑞生物医疗电子股份有限公司 | Monitoring equipment and physiological sign monitoring method thereof |
| WO2021196347A1 (en) * | 2020-03-31 | 2021-10-07 | 丰疆智能软件科技(南京)有限公司 | Cattle state monitoring system and monitoring method |
| CN112568883A (en) * | 2020-12-25 | 2021-03-30 | 军事科学院***工程研究院卫勤保障技术研究所 | Remote battlefield wounded person identification method and device based on vital signs |
| CN116667203A (en) * | 2023-05-30 | 2023-08-29 | 国网湖北省电力有限公司超高压公司 | Electric power basic operation safety protection method and system based on gas detector |
| CN116667203B (en) * | 2023-05-30 | 2023-11-03 | 国网湖北省电力有限公司超高压公司 | Electric power basic operation safety protection method and system based on gas detector |
Also Published As
| Publication number | Publication date |
|---|---|
| CN107661092B (en) | 2021-01-15 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106037749A (en) | Old people falling monitoring method based on smart mobile phone and wearable device | |
| CN107661092A (en) | Vital sign state monitoring method and computer-readable recording medium | |
| CN108670261B (en) | Motion state detection method, wearable device and apparatus | |
| CN110720901A (en) | Method for monitoring emotion and health condition of operating personnel and safety helmet | |
| CN201691930U (en) | Human movement state monitoring device | |
| CN105125221A (en) | System and method for cloud service real-time falling-down detection | |
| CN105078437A (en) | Wearable human abnormity monitoring and alarming system and working method thereof | |
| CN105662356A (en) | Physiological physical sign monitoring method and device | |
| CN107252313A (en) | The monitoring method and system of a kind of safe driving, automobile, readable storage medium storing program for executing | |
| Balamurugan et al. | Wearables to improve efficiency, productivity, and safety of operations | |
| KR20160105440A (en) | Method and system for determining the clinical relevancy of alarm events | |
| CN114601431A (en) | Wearable health monitoring system based on cloud edge cooperation | |
| CN112911017A (en) | Operating personnel safety state risk management and control system based on intelligent Internet | |
| CN111329459A (en) | Improved patient vital sign monitoring, early warning and scoring method | |
| KR20210062963A (en) | Construction safety monitoring system and a method for controlling the same | |
| CN111684540A (en) | Statistical display method of physiological parameters in monitoring equipment and monitoring equipment | |
| CN106901689A (en) | Cognitive and motor function detecting system and data processing method based on interaction in kind | |
| CN105640573A (en) | Electric power maintainer safety risk monitoring system based on Google glasses | |
| CN110187664A (en) | Wisdom building site managing and control system | |
| CN110660492A (en) | Dynamic physiological parameter monitoring method, system, monitoring equipment and medium | |
| CN106955108A (en) | It is a kind of to be used for the abnormal detecting system and detection method fallen for special population | |
| CN206007242U (en) | A kind of wearable cardiac rhythm monitoring device | |
| CN114864094A (en) | Intensive care unit intelligent control method, equipment and medium | |
| CN212755619U (en) | Vital sign monitoring system based on iBeacons | |
| KR101576500B1 (en) | Health care system and method for management objective in emotional safety culture of work field |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |