CN114931365B - Medical health data online monitoring and analyzing method, system and storage medium - Google Patents

Medical health data online monitoring and analyzing method, system and storage medium Download PDF

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CN114931365B
CN114931365B CN202210632831.5A CN202210632831A CN114931365B CN 114931365 B CN114931365 B CN 114931365B CN 202210632831 A CN202210632831 A CN 202210632831A CN 114931365 B CN114931365 B CN 114931365B
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梁光明
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Abstract

The invention discloses a medical health data online monitoring and analyzing method, a system and a storage medium. The medical health data online monitoring and analyzing method comprises the steps of obtaining the number of constructors in a target construction site and basic information corresponding to each constructor; calling health detection data and operation environment information which correspond to each constructor currently in each work type; setting health influence weight for each constructor in each work type; analyzing the health state corresponding to each constructor in each work type; feeding back the health grade corresponding to each constructor in each work type to a personnel health management center corresponding to a target construction site; the invention effectively solves the problems of over limitation and one-sided monitoring of the health of the constructors in the current technology, improves the body health monitoring effect of each constructor in each work type in the target construction site and the referential property of the health monitoring result, and ensures the operation safety of each constructor in each work type.

Description

Medical health data online monitoring and analyzing method, system and storage medium
Technical Field
The invention belongs to the technical field of medical health analysis of construction population, and particularly relates to a medical health data online monitoring and analyzing method, a medical health data online monitoring and analyzing system and a storage medium.
Background
In recent years, with the continuous acceleration of urbanization process and the vigorous development of the building industry, the building industry has incomparable advantages with other industries in the aspects of personnel employment solving and the like, but the building industry causes serious occupational hazards to the health of building workers due to the badness of the operation environment, so that the importance of the analysis of the health data of the building constructors is highlighted.
At present, the health monitoring terminal worn by the building constructors is mainly used for monitoring the daily health of the constructors, such as diet, sleep, heart rate, blood pressure and the like, and obviously, the current health monitoring of the building constructors belongs to general monitoring and also has the following defects:
1. the construction work types are different, the operation contents and the body health requirements corresponding to the operation contents are different, classification monitoring is not carried out on the work types of construction workers in a construction site at present, the monitoring effect is poor, certain one-sidedness is achieved, and meanwhile, the body health states corresponding to different work types of people cannot be reflected, so that reliable decision-making suggestions cannot be provided for the health management of different work types of people;
2. the harm to the health of the construction personnel mainly depends on the operation environment of the operation area where the construction personnel are located, the severe degree of the environment directly influences the health of the construction personnel, currently, the monitoring is only carried out from the body state of the construction personnel, the objectivity is not enough, the accuracy, the rationality and the normalization of the health monitoring result of each kind of construction personnel cannot be improved, and meanwhile, the timeliness of the health early warning of each kind of construction personnel cannot be improved;
3. the health of the building constructors is influenced by a plurality of aspects, monitoring is only carried out from a single dimension at present, the reference of monitoring results is not strong, the operation safety of various kinds of building constructors cannot be ensured, and meanwhile, the operation risk in the subsequent operation process of the various kinds of building constructors cannot be reduced.
Disclosure of Invention
In view of the above, to solve the problems in the background art, a method, a system and a storage medium for online monitoring and analyzing of medical health data are provided;
the purpose of the invention can be realized by the following technical scheme:
the invention provides a medical health data online monitoring and analyzing method in a first aspect, which comprises the following steps:
s1, acquiring constructor information: acquiring the number of constructors in a target construction site and basic information corresponding to each constructor, wherein the basic information corresponding to each constructor comprises age, work type and a set operation area;
s2, acquiring detection data of constructors: comparing the work types corresponding to the constructors with each other based on the work types corresponding to the constructors, counting the number of the constructors corresponding to the work types, calling the health detection data currently corresponding to the constructors in the work types from the construction personnel management platform background, and positioning the health detection information based on the health detection data currently corresponding to the constructors in the work types;
s3, acquiring the information of the operation environment of the constructors: collecting corresponding operation environment information in the operation area set by each constructor in each work type;
s4, setting personnel health influence weight: setting health influence weight for each constructor in each work type based on the basic information corresponding to each constructor in each work type and the corresponding operation environment information in the set operation area;
s5, analyzing and processing personnel health: analyzing the health state corresponding to each constructor in each work category, outputting the health evaluation index corresponding to each constructor in each work category, comparing the health evaluation index corresponding to each constructor in each work category with the standard health evaluation index corresponding to the set health grade of each work category, and screening to obtain the health grade corresponding to each constructor in each work category;
s6, analysis result feedback: and feeding back the health grade corresponding to each constructor in each work type to a personnel health management center corresponding to the target construction site.
Preferably, the health detection information specifically includes the number of health detection items, the number of detection parameters corresponding to each health detection item, and a detection value corresponding to each health detection parameter in each health detection item.
Preferably, the work types include outdoor high-altitude work types and indoor work types.
Preferably, the corresponding working environment information in the working area set by each constructor in the outdoor high-altitude operation work category comprises a working height, a working temperature and a working humidity; the corresponding operation environment information in the operation area set by each constructor in the indoor operation work type comprises operation temperature, operation humidity, dust concentration and noise loudness.
Preferably, the health impact weight setting is performed on each constructor in each type of work, and the specific setting process comprises the following steps:
A. numbering the constructors in the outdoor high-altitude operation work category according to a preset sequence, marking the constructors in the outdoor high-altitude operation work category as 1,2,. I,. N, carrying out health influence weight setting on the constructors in the outdoor high-altitude operation work category, and marking the health influence weight setting as beta i I represents a number corresponding to each constructor in the outdoor high-altitude operation work type, i =1,2,.. The.
A1, extracting health influence weights corresponding to all ages in outdoor aerial work from a database, positioning the health influence weights corresponding to all ages of constructors in the outdoor aerial work from the database based on the ages corresponding to all constructors in the outdoor aerial work and recording the health influence weights as epsilon 1 i ；
A2, acquiring corresponding operation environment information in the operation area set by each constructor in the outdoor high-altitude operation work category, calculating the health influence weight corresponding to the operation environment information of each constructor in the outdoor high-altitude operation work category by using a calculation formula, and recording the weight as epsilon 2 i ；
A3, substituting health influence weights corresponding to the ages of all constructors in the outdoor aerial work category and health influence weights corresponding to the work environment into a calculation formula
Figure BDA0003679485100000041
Obtaining the health influence weight corresponding to each constructor in the outdoor aerial work category, wherein sigma 1 and sigma 2 are respectively expressed as the set health influence occupation ratio corresponding to the age and the working environment of the outdoor aerial work personnel;
B. numbering each constructor in the indoor operation work category according to a preset sequence, marking the constructors as 1,2,. J,. M in sequence, setting health influence weights of the constructors in the indoor operation work category, and marking the weights as delta j And j represents the pair of constructors in the indoor operation workThe corresponding number, j =1, 2.. A.
B1, extracting the health influence weight corresponding to each age in the indoor operation from the database, positioning the health influence weight corresponding to each constructor age in the indoor operation work from the database based on the corresponding age of each constructor in the indoor operation work, and recording the health influence weight as eta 1 j ；
B2, acquiring the corresponding operation environment information in the operation area set by each constructor in the indoor operation work type, calculating the corresponding health influence weight of each constructor operation environment in the indoor operation work type by using a calculation formula, and recording the weight as eta 2 j ；
B3, substituting the health influence weight corresponding to the age of each constructor in the indoor operation work and the health influence weight corresponding to the operation environment into a calculation formula
Figure BDA0003679485100000051
Obtaining the corresponding health influence weight of each constructor in the indoor work station, and then judging whether the constructor is in the room or not>
Figure BDA0003679485100000052
The health effect ratios are expressed by the set age of the indoor operator and the health effect ratio corresponding to the working environment.
Preferably, the analyzing the health status corresponding to each constructor in each work category includes the following steps:
f1, acquiring health detection information corresponding to each constructor in the outdoor aerial work type, further extracting numerical values corresponding to each health detection parameter in each health detection item, numbering the health detection items corresponding to the outdoor aerial work according to a preset sequence, and sequentially marking the health detection items as 1,2,. D,. F, and sequentially numbering the health detection parameters corresponding to the health detection items of the outdoor aerial work as 1,2,. G,. H;
f2, extracting standard health detection information corresponding to the outdoor high-altitude operation workers from the database, and based on the health detection information and the health influence weight corresponding to each constructor in the outdoor high-altitude operation workersStandard health detection information corresponding to the outdoor high-altitude operation workers, calculating health assessment indexes corresponding to all constructors in the outdoor high-altitude operation workers by using a calculation formula, and recording the health assessment indexes as Q i ；
F3, acquiring health detection information corresponding to each constructor in the indoor operation work type, extracting numerical values corresponding to each health detection parameter in each health detection item, numbering each health detection item of the indoor operation according to a preset sequence, and sequentially marking the health detection items as 1,2,. Q,. P, and sequentially numbering each health detection parameter corresponding to each health detection item of the indoor operation as 1,2,. U,. V;
f4, extracting standard health detection information corresponding to the indoor operation workers from the database, calculating health assessment indexes corresponding to the indoor operation workers by using a calculation formula based on the health detection information, the health influence weight and the standard health detection information corresponding to the indoor operation workers in the indoor operation workers, and recording the health assessment indexes as Q j ′。
Preferably, the specific calculation formula of the health assessment index corresponding to each constructor in the outdoor high-altitude operation work category is
Figure BDA0003679485100000061
Lambda is a set outdoor aerial work worker health correction factor, J i dg The health detection system is represented by a numerical value corresponding to the g-th health detection parameter of the ith constructor in the d-th health detection item in the outdoor aerial work station, d is represented by a number corresponding to each health detection item of the outdoor aerial work, d =1,2, and. dg Expressed as a standard value, delta J, corresponding to the g-th health detection parameter of the outdoor high-altitude operation worker in the d-th health detection project dg And detecting the allowable detection difference value corresponding to the g-th health detection parameter in the d-th health detection item for the set outdoor high-altitude operation worker.
Preferably, each constructor in the indoor operation work category corresponds toThe health assessment index is specifically calculated by the formula
Figure BDA0003679485100000062
Gamma is expressed as a set indoor work worker health correction factor, N j qu The numerical value corresponding to the u-th health detection parameter in the q-th health detection item of the jth constructor in the indoor operation work type is shown, q represents the number corresponding to each health detection item of the indoor operation, q =1,2, the q ′ u The standard value, delta N, corresponding to the u-th health detection parameter in the q-th health detection project for indoor operation workers qu The allowable detection difference value corresponding to the u-th health detection parameter in the q-th health detection item is expressed by the set indoor operation staff.
The invention provides a medical health data online monitoring and analyzing system in a second aspect, which comprises:
the construction personnel basic information acquisition module is used for acquiring the number of construction personnel in a target construction site and basic information corresponding to each construction personnel, wherein the basic information corresponding to the construction personnel comprises ages, work types and set operation areas;
the construction personnel detection data acquisition module is used for comparing the work types corresponding to the construction personnel with each other, counting the number of the construction personnel corresponding to each work type, further calling the current corresponding health detection data of each construction personnel in each work type from the background of the construction personnel management platform, and positioning the health detection information from the construction personnel detection data based on the current corresponding health detection data of each construction personnel in each work type;
the construction personnel operation environment information acquisition module is used for acquiring corresponding operation environment information in an operation area set by each construction personnel in each work type;
the personnel health weight setting module is used for setting health influence weight of each constructor in each work category based on the basic information corresponding to each constructor in each work category and the corresponding work environment information in the set work area;
the personnel health analysis and processing module is used for analyzing the health state corresponding to each constructor in each work category, outputting the health evaluation index corresponding to each constructor in each work category, comparing the health evaluation index corresponding to each constructor in each work category with the standard health evaluation index corresponding to the set health grade of each work category, outputting the health grade corresponding to each constructor in each work category, and feeding back the health grade corresponding to each constructor in each work category to the personnel health management center corresponding to the target construction site;
and the database is used for storing standard health detection information corresponding to outdoor aerial work workers and standard health detection information corresponding to indoor work workers, and is also used for storing health influence weights corresponding to all ages in outdoor aerial work and health influence weights corresponding to all ages in indoor work.
A third aspect of the present invention provides a storage medium, where a computer program is burned in the storage medium, and when the computer program runs in a memory of a server, the method of the present invention is implemented.
Compared with the prior art, the invention has the following beneficial effects:
(1) According to the medical health data online monitoring and analyzing method, through acquiring the work types, ages and operation areas corresponding to all constructors in a target construction site, based on the work types corresponding to all the constructors, all the constructors are classified, health detection data corresponding to the constructors in all the work types are acquired, meanwhile, the operation environments corresponding to all the constructors in all the work types are monitored, further, the body health corresponding to all the constructors in all the work types is evaluated, and therefore the health grades corresponding to all the constructors in all the work types are output, on one hand, the problem that the classification monitoring of the work types of the construction constructors in the construction site is not carried out in the current technology is effectively solved, the body health monitoring effect of all the constructors in the target construction site is improved, the limitation and the one-sidedness in the current constructor health monitoring process are broken through, the body health states corresponding to different kinds of constructors are intuitively reflected, and reliable decision suggestions are provided for the health management of different kinds of constructors; on the other hand, the health corresponding to each constructor in each work category is monitored and analyzed through three dimensions of health detection data, basic information and operation environment information corresponding to each constructor in each work category, the reference of health monitoring and analysis results of each constructor in each work category is greatly improved, the operation safety of each constructor in each work category is ensured, and the operation risk of each constructor in each work category in the subsequent operation process is effectively reduced to a certain extent.
(2) According to the construction method and the construction system, the operation environment corresponding to each constructor in each type is monitored in a targeted manner according to the difference of the types of constructors and the difference of operation areas, the basis of body health analysis of the constructors in different types is effectively expanded, the defect of the current simplified monitoring mode is avoided, the objectivity of the body health analysis result of each constructor in each type is enhanced, the accuracy, the rationality and the normalization of the body health monitoring result of each constructor in each type are greatly improved, and meanwhile, the timeliness of the body health early warning of each constructor in each type is guaranteed.
(3) According to the method and the system, the health influence weight is set for each constructor in each type according to the basic information and the operation environment information of each constructor in each type, a foundation is set for the health evaluation of each constructor in each type, the accurate evaluation of the health of each constructor in each type is realized, and the reliability, the intuition and the accuracy of the health evaluation of the constructors in each type are further improved.
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In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a flow chart of the steps of the method of the present invention;
FIG. 2 is a schematic diagram showing the connection of the modules of the system of the present invention.
Detailed Description
While the foregoing is directed to embodiments of the present invention, other and further embodiments of the invention may be devised without departing from the basic scope thereof, and the scope thereof is determined by the claims that follow.
In a first aspect, the present invention provides a method for monitoring and analyzing medical health data on line, as shown in fig. 1, the method includes the following steps:
s1, acquiring constructor information: acquiring the number of constructors in a target construction site and basic information corresponding to each constructor, wherein the basic information corresponding to each constructor comprises age, work types and a set operation area, and the work types comprise outdoor high-altitude operation work types and indoor operation work types;
s2, acquiring detection data of constructors: comparing the work types corresponding to the constructors with each other based on the work types corresponding to the constructors, counting the number of the constructors corresponding to the work types, calling the health detection data currently corresponding to the constructors in the work types from the construction personnel management platform background, and positioning the health detection information based on the health detection data currently corresponding to the constructors in the work types;
the health detection information specifically includes the number of health detection items, the number of detection parameters corresponding to each health detection item, and the detection value corresponding to each health detection parameter in each health detection item.
In a specific embodiment, the health test items corresponding to the outdoor high-altitude operation workers include, but are not limited to, the five sense organs, the medical department, the surgery department and the weight, the medical test parameters include, but are not limited to, blood pressure, heart rate, hemoglobin concentration, white blood cell number and platelet average volume, and the five sense organs include, but are not limited to, vision and hearing; the health detection items corresponding to the indoor work personnel include, but are not limited to, internal medicine, surgery, five sense organs department and chest, and the detection parameters of the internal medicine include, but are not limited to, blood pressure, heart rate, lung area and lung color.
S3, acquiring the information of the operation environment of the constructors: collecting corresponding operation environment information in the operation area set by each constructor in each work type;
the corresponding operation environment information in the operation area set by each constructor in the outdoor high-altitude operation work category comprises operation height, operation temperature and operation humidity;
it should be noted that the acquisition mode of the working heights corresponding to each constructor in the outdoor high-altitude operation work category is to acquire the working positions corresponding to each constructor in the outdoor high-altitude operation work category through a GPS locator carried by the unmanned aerial vehicle, and to acquire the vertical distance between the working position corresponding to each constructor in the outdoor high-altitude operation work category and the target construction site position based on the working positions corresponding to each constructor in the outdoor high-altitude operation work category, and to mark the distance as the working height;
it should be further noted that the collection mode of the corresponding operation temperature and operation humidity in the operation area set by each constructor in the outdoor high-altitude operation work category is as follows:
the method comprises the steps of obtaining set operation areas corresponding to all constructors in the outdoor high-altitude operation work category, arranging environment monitoring points in the set operation areas, collecting temperature and humidity by using first temperature sensors and first humidity sensors which are arranged at the positions, corresponding to all environment monitoring points, in the set operation areas by all the constructors in the outdoor high-altitude operation work category, carrying out mean value processing on the temperature and the humidity of the positions, corresponding to all the environment monitoring points, in the set operation areas by all the constructors in the outdoor high-altitude operation work category, obtaining average temperature and average humidity in the set operation areas corresponding to all the constructors in the outdoor high-altitude operation work category, and taking the average temperature and the average humidity as corresponding operation temperature and operation humidity in the set operation areas by all the constructors in the outdoor high-altitude operation work category.
The corresponding operation environment information in the operation area set by each constructor in the indoor operation work type comprises operation temperature, operation humidity, dust concentration and noise loudness.
It should be noted that, the operation environment information collection mode corresponding to each constructor in the operation area set by each constructor in the indoor operation work type selects the indoor environment monitoring point in the operation area set by each constructor in the indoor operation work type, the environment information is collected by the environment monitoring unit corresponding to each indoor environment monitoring point in the operation area set by each constructor in the indoor operation work type, the collected environment information is processed in an average value mode, and therefore the processed environment information in each operation area set by each constructor is used as the operation environment information corresponding to each constructor in the operation area set by each constructor in the indoor operation work type, wherein the environment monitoring unit comprises a second temperature sensor, a second humidity sensor, a dust concentration sensor and a noise sensor.
According to the embodiment of the invention, the operation environment corresponding to each constructor in each type is monitored in a targeted manner according to the difference of the types of constructors and the difference of operation areas, so that the basis of body health analysis of the constructors in different types is effectively expanded, the defect of the current simplified monitoring mode is avoided, and the objectivity of the body health analysis result of each constructor in each type is enhanced, thereby greatly improving the accuracy, rationality and normalization of the body health monitoring result of each constructor in each type, and simultaneously ensuring the timeliness of the body health early warning of each constructor in each type.
S4, setting personnel health influence weight: setting health influence weight for each constructor in each work type based on the corresponding basic information of each constructor in each work type and the corresponding work environment information in the set work area;
illustratively, the health impact weight setting is performed on each constructor in each type of work, and the specific setting process includes the following steps:
A. numbering each constructor in the outdoor high-altitude operation work category according to a preset sequence, sequentially marking the constructors as 1,2,. I,. N, carrying out health influence weight setting on each constructor in the outdoor high-altitude operation work category, and marking the health influence weight as beta i I denotes outdoor working aloftThe number, i =1,2,.. N, corresponding to each constructor in the work category is set as follows:
a1, extracting health influence weights corresponding to all ages in outdoor aerial work from a database, positioning the health influence weights corresponding to all ages of constructors in the outdoor aerial work from the database based on the ages corresponding to all constructors in the outdoor aerial work and recording the health influence weights as epsilon 1 i ；
A2, acquiring corresponding operation environment information in the operation area set by each constructor in the outdoor high-altitude operation work category, calculating the health influence weight corresponding to the operation environment information of each constructor in the outdoor high-altitude operation work category by using a calculation formula, and recording the weight as epsilon 2 i ；
Wherein the content of the first and second substances,
Figure BDA0003679485100000131
a1, a2 and a3 are respectively expressed as health influence ratios corresponding to the working height, the working temperature and the working humidity in the outdoor high-altitude operation, hi and W1 i ,S1 i The working height, the working temperature and the working humidity in the working area correspondingly set by the ith constructor in the outdoor high-altitude operation work category are respectively represented, H ', W' and S 'are respectively the set suitable working height, suitable working temperature and suitable working humidity of the outdoor high-altitude operation, and delta W and delta S' are respectively represented as the set corresponding allowable working temperature difference and allowable working humidity difference of the outdoor high-altitude operation.
A3, substituting health influence weights corresponding to the ages of all constructors in the outdoor aerial work category and health influence weights corresponding to the work environment into a calculation formula
Figure BDA0003679485100000141
Obtaining the health influence weight corresponding to each constructor in the outdoor aerial work category, wherein sigma 1 and sigma 2 are respectively expressed as the set health influence occupation ratio corresponding to the age and the working environment of the outdoor aerial work personnel;
B. numbering each constructor in the indoor operation work according to a preset sequence, marking the constructors as 1,2, j, m in sequence, and numbering each constructor in the indoor operation workThe person performs a health impact weight setting and is noted as delta j J is a number corresponding to each constructor in the indoor operation type, and j =1, 2.
B1, extracting the health influence weight corresponding to each age in the indoor operation from the database, positioning the health influence weight corresponding to each constructor age in the indoor operation work from the database based on the corresponding age of each constructor in the indoor operation work, and recording the health influence weight as eta 1 j ；
B2, acquiring corresponding operation environment information in the operation area set by each constructor in the indoor operation work category, calculating the health influence weight corresponding to the operation environment of each constructor in the indoor operation work category by using a calculation formula, and recording the weight as eta 2 j ；
Wherein the content of the first and second substances,
Figure BDA0003679485100000142
b1, b2, b3 and b4 are respectively expressed as correction factors corresponding to set temperature, humidity, dust concentration and noise loudness, W2 j ,S2 j ,C j ,Z j Respectively representing the corresponding temperature, humidity, dust concentration and noise loudness W in the set operation area for the jth constructor in the indoor operation work 0 ,S 0 C 'and Z' are respectively expressed as proper temperature, proper humidity, allowable dust concentration and allowable noise loudness, delta W, corresponding to the set indoor work 0 ,ΔS 0 Respectively expressed as a set indoor operation allowable temperature difference and an allowable humidity difference.
B3, substituting the health influence weight corresponding to the age of each constructor in the indoor operation work and the health influence weight corresponding to the operation environment into a calculation formula
Figure BDA0003679485100000151
Obtaining the corresponding health influence weight of each constructor in the indoor work station, and then judging whether the constructor is in the room or not>
Figure BDA0003679485100000152
The age of the indoor operator and the working environment are respectively expressed as the settingThe corresponding health impact is proportional.
According to the embodiment of the invention, the health influence weight is set for each constructor in each work type according to the basic information and the operation environment information of each constructor in each work type, a foundation is set for the health evaluation of each constructor in each work type, the accurate evaluation of the health of each constructor in each work type is realized, and the reliability, the intuition and the accuracy of the health evaluation of the constructors in each work type are further improved.
S5, analyzing and processing personnel health: analyzing the health state corresponding to each constructor in each work category, outputting the health evaluation index corresponding to each constructor in each work category, comparing the health evaluation index corresponding to each constructor in each work category with the standard health evaluation index corresponding to the set health grade of each work category, and screening to obtain the health grade corresponding to each constructor in each work category;
specifically, the health status corresponding to each constructor in each work category is analyzed, and the specific analysis process includes the following steps:
f1, acquiring health detection information corresponding to each constructor in the outdoor aerial work type, further extracting numerical values corresponding to each health detection parameter in each health detection item, numbering the health detection items corresponding to the outdoor aerial work according to a preset sequence, and sequentially marking the health detection items as 1,2,. D,. F, and sequentially numbering the health detection parameters corresponding to the health detection items of the outdoor aerial work as 1,2,. G,. H;
f2, extracting standard health detection information corresponding to outdoor aerial work workers from the database, calculating health evaluation indexes corresponding to the constructors in the outdoor aerial work workers by using a calculation formula on the basis of the health detection information, the health influence weight and the standard health detection information corresponding to the constructors in the outdoor aerial work workers, and recording the health evaluation indexes as Q i Wherein, in the step (A),
Figure BDA0003679485100000161
lambda is outdoor high altitude construction worker healthy repair of settlementPositive factor, J i dg The health detection system is represented by a numerical value corresponding to the g-th health detection parameter of the ith constructor in the d-th health detection item in the outdoor aerial work station, d is represented by a number corresponding to each health detection item of the outdoor aerial work, d =1,2, and. dg Expressed as a standard value, delta J, corresponding to the g-th health detection parameter of the outdoor high-altitude operation worker in the d-th health detection project dg And detecting the allowable detection difference value corresponding to the g-th health detection parameter in the d-th health detection item for the set outdoor high-altitude operation worker.
F3, acquiring health detection information corresponding to each constructor in the indoor operation work type, extracting numerical values corresponding to each health detection parameter in each health detection item, numbering each health detection item of the indoor operation according to a preset sequence, and sequentially marking the health detection items as 1,2,. Q,. P, and sequentially numbering each health detection parameter corresponding to each health detection item of the indoor operation as 1,2,. U,. V;
f4, extracting standard health detection information corresponding to the indoor operation workers from the database, calculating health assessment indexes corresponding to the indoor operation workers by using a calculation formula based on the health detection information, the health influence weight and the standard health detection information corresponding to the indoor operation workers in the indoor operation workers, and recording the health assessment indexes as Q j ', wherein,
Figure BDA0003679485100000171
gamma is expressed as a set indoor work personnel health correction factor, N j qu The health detection parameters are expressed as numerical values corresponding to the u-th health detection parameters of the jth constructor in the q-th health detection project in the indoor operation work type, q represents the number corresponding to each health detection project of the indoor operation, q =1,2, and q ′ u for the u health of the indoor worker in the q health detection projectStandard value, Δ N, corresponding to health detection parameter qu The allowable detection difference value corresponding to the u-th health detection parameter in the q-th health detection item is expressed by the set indoor operation staff.
S6, analysis result feedback: and feeding back the health grade corresponding to each constructor in each work type to a personnel health management center corresponding to the target construction site.
According to the embodiment of the invention, through acquiring the work types, ages and operation areas corresponding to each constructor in a target construction site, each constructor is classified based on the work types corresponding to each constructor, the health detection data corresponding to each constructor in each work type is acquired, and simultaneously, the operation environment corresponding to each constructor in each work type is monitored, so that the health corresponding to each constructor in each work type is evaluated, and therefore, the health level corresponding to each constructor in each work type is output, on one hand, the problem that the classification monitoring of the work types of construction constructors in the construction site is not carried out by the current technology is effectively solved, the health monitoring effect of each constructor in the target construction site is improved, the limitation and one-sidedness in the health monitoring process of the current constructor are broken, the health states corresponding to different work type crowds are intuitively reflected, and a reliable decision suggestion is provided for the health management of different work type crowds; on the other hand, the health corresponding to each constructor in each work type is monitored and analyzed through three dimensions of health detection data, basic information and operation environment information corresponding to each constructor in each work type, the referential property of the health monitoring and analysis results of each constructor in each work type is greatly improved, the operation safety of each constructor in each work type is ensured, and the operation risk of each constructor in each work type in the subsequent operation process is effectively reduced to a certain extent.
The second aspect of the invention provides an on-line monitoring and analyzing system for medical health data, as shown in fig. 2, the system comprises a constructor basic information acquisition module, a constructor detection data acquisition module, a constructor working environment information acquisition module, a personnel health weight setting module, a personnel health analysis and processing module and a database;
based on the connection relationship in the figure, the personnel health analysis and processing module is respectively connected with the constructor detection data acquisition module, the personnel health weight setting module and the database, the constructor basic information acquisition module is respectively connected with the constructor detection data acquisition module, the constructor working environment information acquisition module and the personnel health weight setting module,
the construction personnel basic information acquisition module is used for acquiring the number of construction personnel in a target construction site and basic information corresponding to each construction personnel, wherein the basic information corresponding to the construction personnel comprises ages, work types and set operation areas;
the constructor detection data acquisition module is used for comparing the types of the constructors with one another, counting the number of the constructors corresponding to each type of the constructors, calling the current health detection data corresponding to each constructor in each type of the constructors from the background of the constructor management platform, and positioning the health detection information based on the current health detection data corresponding to each constructor in each type of the constructors;
the construction personnel operation environment information acquisition module is used for acquiring corresponding operation environment information in an operation area set by each construction personnel in each work type;
the personnel health weight setting module is used for setting health influence weight of each constructor in each work type based on the basic information corresponding to each constructor in each work type and the corresponding work environment information in the set work area;
the personnel health analysis and processing module is used for analyzing the health state corresponding to each constructor in each work category, outputting the health evaluation index corresponding to each constructor in each work category, comparing the health evaluation index corresponding to each constructor in each work category with the standard health evaluation index corresponding to the set health grade of each work category, outputting the health grade corresponding to each constructor in each work category, and feeding back the health grade corresponding to each constructor in each work category to the personnel health management center corresponding to the target construction site;
the database is used for storing standard health detection information corresponding to outdoor aerial work workers and standard health detection information corresponding to indoor work workers, and is also used for storing health influence weights corresponding to all ages in outdoor aerial work and health influence weights corresponding to all ages in indoor work, wherein the standard health detection information corresponding to the outdoor aerial work workers is a standard numerical value corresponding to all health detection parameters of the outdoor aerial work workers in all health detection projects, and the standard health detection information corresponding to the indoor work workers is a standard numerical value corresponding to all health detection parameters of the indoor work workers in all health detection projects.
A third aspect of the present invention provides a storage medium, where a computer program is burned in the storage medium, and when the computer program runs in a memory of a server, the method of the present invention is implemented.
The foregoing is illustrative and explanatory only of the present invention, and it is intended that the present invention cover modifications, additions, or substitutions by those skilled in the art, without departing from the spirit of the invention or exceeding the scope of the claims.

Claims (9)

1. A medical health data online monitoring and analyzing method is characterized in that: the method comprises the following steps:
s1, acquiring constructor information: acquiring the number of constructors in a target construction site and basic information corresponding to each constructor, wherein the basic information corresponding to each constructor comprises age, work type and a set operation area;
s2, acquiring detection data of constructors: comparing the work types corresponding to the constructors with each other based on the work types corresponding to the constructors, counting the number of the constructors corresponding to the work types, calling the health detection data currently corresponding to the constructors in the work types from the construction personnel management platform background, and positioning the health detection information based on the health detection data currently corresponding to the constructors in the work types;
s3, acquiring the information of the operation environment of the constructors: collecting corresponding operation environment information in the operation area set by each constructor in each work type;
s4, setting the weight of the influence of the personnel health: setting health influence weight for each constructor in each work type based on the basic information corresponding to each constructor in each work type and the corresponding operation environment information in the set operation area;
s5, analyzing and processing personnel health: analyzing the health state corresponding to each constructor in each work category, outputting the health evaluation index corresponding to each constructor in each work category, comparing the health evaluation index corresponding to each constructor in each work category with the standard health evaluation index corresponding to the set health grade of each work category, and screening to obtain the health grade corresponding to each constructor in each work category;
s6, analysis result feedback: feeding back the health grade corresponding to each constructor in each work type to a personnel health management center corresponding to a target construction site;
the method is characterized in that health influence weight setting is carried out on each constructor in each work type, and the specific setting process comprises the following steps:
numbering each constructor in the outdoor high-altitude operation work category according to a preset sequence, sequentially marking the constructors as 1,2,. I,. N, carrying out health influence weight setting on each constructor in the outdoor high-altitude operation work category, and marking the health influence weight as beta i And i represents a number corresponding to each constructor in the outdoor high-altitude operation work category, i =1,2,... N, and the setting process is as follows:
a1, extracting health influence weights corresponding to all ages in outdoor aerial work from a database, positioning the health influence weights corresponding to all ages of constructors in the outdoor aerial work from the database based on the ages corresponding to all constructors in the outdoor aerial work and recording the health influence weights as epsilon 1 i ；
A2, acquiring corresponding operation environment information in the operation areas set by each constructor in the outdoor high-altitude operation work category, and calculating by using a calculation formula to obtain each construction in the outdoor high-altitude operation work categoryThe health influence weight corresponding to the working environment information of the workers is recorded as epsilon 2 i ；
A3, substituting the health influence weight corresponding to the age of each constructor in the outdoor aerial work category and the health influence weight corresponding to the work environment into a calculation formula
Figure FDA0003943879640000021
Obtaining the health influence weight corresponding to each constructor in the outdoor aerial work category, wherein sigma 1 and sigma 2 are respectively expressed as the set health influence occupation ratio corresponding to the age and the working environment of the outdoor aerial work personnel;
numbering each constructor in the indoor operation work type according to a preset sequence, marking the constructors as 1,2, j, m in sequence, carrying out health influence weight setting on each constructor in the indoor operation work type, and marking the weight as delta j J is a number corresponding to each constructor in the indoor operation type, and j =1, 2.
B1, extracting the health influence weight corresponding to each age in the indoor operation from the database, positioning the health influence weight corresponding to each constructor age in the indoor operation work from the database based on the corresponding age of each constructor in the indoor operation work, and recording the health influence weight as eta 1 j ；
B2, acquiring the corresponding operation environment information in the operation area set by each constructor in the indoor operation work type, calculating the corresponding health influence weight of each constructor operation environment in the indoor operation work type by using a calculation formula, and recording the weight as eta 2 j ；
B3, substituting the health influence weight corresponding to the age of each constructor in the indoor operation work and the health influence weight corresponding to the operation environment into a calculation formula
Figure FDA0003943879640000031
In the indoor work category, the health influence weight corresponding to each constructor in the indoor work category is obtained, and the weight is combined in the indoor work category>
Figure FDA0003943879640000032
The health influence ratios are expressed as the age of the indoor worker and the health influence ratio corresponding to the working environment.
2. The medical health data online monitoring and analyzing method according to claim 1, wherein the method comprises the following steps: the health detection information specifically includes the number of health detection items, the number of detection parameters corresponding to each health detection item, and the detection values corresponding to each health detection parameter in each health detection item.
3. The medical health data online monitoring and analyzing method according to claim 1, wherein: the work types comprise outdoor high-altitude work types and indoor work types.
4. The medical health data online monitoring and analyzing method according to claim 3, wherein: the corresponding operation environment information in the operation area set by each constructor in the outdoor high-altitude operation work type comprises operation height, operation temperature and operation humidity; the corresponding operation environment information in the operation area set by each constructor in the indoor operation work type comprises operation temperature, operation humidity, dust concentration and noise loudness.
5. The medical health data online monitoring and analyzing method according to claim 1, wherein: the method comprises the following steps of analyzing the health state corresponding to each constructor in each work category, wherein the specific analysis process comprises the following steps:
f1, acquiring health detection information corresponding to each constructor in the outdoor aerial work category, further extracting numerical values corresponding to each health detection parameter in each health detection item from the health detection information, numbering the health detection items corresponding to the outdoor aerial work according to a preset sequence, and sequentially marking the health detection items as 1,2,. D,. F, and sequentially numbering the health detection parameters corresponding to the health detection items of the outdoor aerial work as 1,2,. G,. H;
f2, extracting standard health detection information corresponding to the outdoor high-altitude operation workers from the database,based on the health detection information and the health influence weight corresponding to each constructor in the outdoor high-altitude operation work category and the standard health detection information corresponding to the constructor in the outdoor high-altitude operation work category, the health assessment index corresponding to each constructor in the outdoor high-altitude operation work category is calculated by using a calculation formula and is recorded as Q i ；
F3, acquiring health detection information corresponding to each constructor in the indoor operation work type, extracting numerical values corresponding to each health detection parameter in each health detection item, numbering each health detection item of the indoor operation according to a preset sequence, and sequentially marking the health detection items as 1,2,. Q,. P, and sequentially numbering each health detection parameter corresponding to each health detection item of the indoor operation as 1,2,. U,. V;
f4, extracting standard health detection information corresponding to the indoor operation workers from the database, calculating health assessment indexes corresponding to the indoor operation workers by using a calculation formula based on the health detection information, the health influence weight and the standard health detection information corresponding to the indoor operation workers in the indoor operation workers, and recording the health assessment indexes as Q j ′。
6. The medical health data online monitoring and analyzing method according to claim 5
The method is characterized in that: the specific calculation formula of the health assessment index corresponding to each constructor in the outdoor high-altitude operation work category is
Figure FDA0003943879640000051
Lambda is a set outdoor aerial work worker health correction factor, J i dg The numerical value corresponding to the g-th health detection parameter in the d-th health detection item of the ith constructor in the outdoor high-altitude operation work type is shown, d is a number corresponding to each health detection item of the outdoor high-altitude operation, d =1,2, ·. dg Expressed as the g-th health examination of the outdoor high-altitude operation worker in the d-th health examination itemMeasuring the standard value, delta J, corresponding to the parameter dg And (4) detecting the allowable detection difference value corresponding to the g-th health detection parameter in the d-th health detection item for the set outdoor high-altitude operation worker.
7. The medical health data online monitoring and analyzing method according to claim 6, wherein: the specific calculation formula of the health assessment index corresponding to each constructor in the indoor operation work is
Figure FDA0003943879640000052
Gamma is expressed as a set indoor work worker health correction factor, N j qu The numerical value corresponding to the u-th health detection parameter of the q-th health detection item of the jth constructor in the indoor operation work station is shown, q represents the number corresponding to each health detection item of the indoor operation, q =1,2, and. qu The standard value, delta N, corresponding to the u-th health detection parameter in the q-th health detection project for indoor operation workers qu The allowable detection difference value corresponding to the u-th health detection parameter in the q-th health detection item is expressed by the set indoor operation staff.
8. A medical health data online monitoring and analyzing system for performing the medical health data online monitoring and analyzing method as claimed in claim 1, wherein: the system comprises:
the construction personnel basic information acquisition module is used for acquiring the number of construction personnel in a target construction site and basic information corresponding to each construction personnel, wherein the basic information corresponding to the construction personnel comprises ages, work types and a set operation area;
the constructor detection data acquisition module is used for comparing the types of work corresponding to each constructor with each other, counting the number of the constructors corresponding to each type of work, calling the health detection data currently corresponding to each constructor in each type of work from the background of the constructor management platform, and positioning the health detection information based on the health detection data currently corresponding to each constructor in each type of work;
the construction personnel operation environment information acquisition module is used for acquiring corresponding operation environment information in an operation area set by each construction personnel in each work type;
the personnel health weight setting module is used for setting health influence weight of each constructor in each work type based on the basic information corresponding to each constructor in each work type and the corresponding work environment information in the set work area;
the personnel health analysis and processing module is used for analyzing the health state corresponding to each constructor in each work category, outputting the health evaluation index corresponding to each constructor in each work category, comparing the health evaluation index corresponding to each constructor in each work category with the standard health evaluation index corresponding to the set health grade of each work category, outputting the health grade corresponding to each constructor in each work category, and feeding back the health grade corresponding to each constructor in each work category to the personnel health management center corresponding to the target construction site;
and the database is used for storing standard health detection information corresponding to outdoor aerial work workers and standard health detection information corresponding to indoor work workers, and is also used for storing health influence weights corresponding to all ages in outdoor aerial work and health influence weights corresponding to all ages in indoor work.
9. A storage medium, characterized by: the storage medium is burned with a computer program, which when run in the memory of the server implements the method of any of the preceding claims 1-7.
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