CN115834637A - Data analysis-based field mobile terminal management and control system - Google Patents
Data analysis-based field mobile terminal management and control system Download PDFInfo
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Abstract
The invention discloses a management and control system of a field mobile terminal based on data analysis, which comprises a field mobile terminal port, a server port and a management department port, wherein the field mobile terminal port comprises at least one field mobile terminal, the field mobile terminal is used for collecting data of monitoring personnel and field environment, the data is controlled by the server port to stimulate the monitoring personnel, a human body posture data collection module is used for collecting human body posture information of the monitoring personnel going to a task point, a field environment data collection module is used for collecting field water body data of the task point, the data is respectively brought into a human body posture data analysis unit and a field environment data analysis unit, a stimulation module is introduced to approve the human body posture data, a human body posture danger coefficient and a field environment danger coefficient are respectively calculated, and an integral danger coefficient and a danger signal level are comprehensively obtained.
Description
Technical Field
The invention relates to the field of general control systems, in particular to a field mobile terminal management and control system based on data analysis.
Background
The field data is important basic data for mineral resource exploration, the acquisition efficiency of the field data can directly influence the difficulty of field exploration work, the exploration and mining economic benefits of mineral resources and the decision direction of future work, the geological exploration working environment is complex, the probability of safety problems occurring in the field is high, the use of technical means for guaranteeing personal safety is not generally popularized and used, the traditional field data acquisition needs geological workers to carry various acquisition instruments, and also needs to collect a large amount of paper pictures and data related to a working area, the field data acquisition system is not convenient to carry and inquire during field work, tools or samples can be taken manually when observing contents are recorded, an auxiliary recording means is not provided, therefore, the field data acquisition, recording and transmission by using a field mobile terminal are an innovation with milestone significance, a monitor frequently carries the field mobile terminal to monitor the position of a water body, and the field environment is severe, the monitor is in an uncontrolled dangerous state, various dangerous situations can occur, the monitoring of the field data acquisition by using the field mobile terminal is also possible, the monitor of the field situation of the wild mobile terminal, the water body data acquisition system is not easy to monitor the field data, and the dangerous situation of the field data acquisition system, and the rescue system cannot be used for timely monitoring and solving the problem that the dangerous situations of field data acquisition and monitoring management of the field data acquisition and the rescue management.
Disclosure of Invention
The invention mainly aims to provide a management and control system of a field mobile terminal based on data analysis, which can effectively solve the problems in the background technology: the field data collection, recording and transmission by using a field mobile terminal is an improvement with milestone significance, but a monitor is in an uncontrolled state in the field, various dangers are possible to occur, fish is also possible to be stolen and touched, the state of the monitor cannot be monitored in real time by the existing management and control system of the mobile terminal, so that the data collection efficiency is low and the danger of the monitor cannot be rescued in time.
In order to achieve the purpose, the invention adopts the technical scheme that:
a management and control system of a field mobile terminal based on data analysis comprises a field mobile terminal port, a server port and a management department port, wherein the field mobile terminal port comprises at least one field mobile terminal, the field mobile terminal is used for collecting data of monitoring personnel and a field environment and is controlled by the server port to stimulate the monitoring personnel, the server port comprises a data classification collection and storage module, a data transmission module, a field three-dimensional model construction module, a field mobile terminal control module, a data analysis and processing module and a danger coefficient calculation module, the data classification collection and storage module is used for classifying and storing the data collected by the field mobile terminal, the data transmission unit is used for transmitting the data, the field three-dimensional model construction module is used for importing the data collected by the data classification collection and storage module, constructing an environment three-dimensional model, the field mobile terminal control module is used for distributing tasks to the field mobile terminal and controlling the operation of the field mobile terminal, the data analysis and processing module is used for processing the collected data and respectively analyzing the posture and environment data, the danger coefficient is substituted into the field mobile terminal port and calculating the danger coefficient of the field mobile terminal, and calculating the danger coefficient of the field mobile terminal overall danger coefficient;
the field mobile terminal comprises a human body posture data acquisition module, a field environment data acquisition module, a positioning module and a stimulation module, wherein the human body posture data acquisition module is used for acquiring and monitoring human body posture data conditions before and after a human body is stimulated, the field environment data acquisition module is used for acquiring field environment data conditions, the positioning module is used for positioning the field mobile terminal, and the stimulation module is used for giving stimulation to monitoring personnel (the stimulation is vibration, prompt tone or other prompt schemes);
wherein, human posture data acquisition module includes that human moves fast acquisition element, human focus acquisition element, human temperature acquisition element and human response speed acquisition element, human moves fast acquisition element and is used for gathering human body and moves fast data acquisition element
The human body gravity center acquisition sheetMeta-to-gather body center of gravity data
The human body temperature acquisition data is used for acquiring human body temperature data
The human body response speed acquisition unit is used for acquiring the response speed of the stimulated human body
The invention is further improved in that the field environment data acquisition module comprises a water flow temperature acquisition unit, a water flow acquisition unit, a water speed acquisition unit, a water body icing condition acquisition unit and a water body pollution condition acquisition unit, wherein the water flow temperature acquisition unit is used for acquiring temperature data information of the water body
The water flow acquisition unit is used for acquiring the flow data of the water body
The water speed acquisition unit is used for acquiring the water speed
The water body icing condition acquisition unit is used for acquiring water body icing condition data
The water body pollution condition acquisition unit is used for acquiring water body pollution condition data
The invention is further improved in that the data analysis and processing module comprises a human body posture data analysis unit and a field environment data analysis unit, and the human body posture data analysis unit is used for analyzing human body posture informationThe system comprises a field environment data analysis unit, a risk coefficient calculation module, a human posture data analysis unit, a field environment risk coefficient calculation unit and a human posture risk coefficient calculation unit, wherein the field environment data analysis unit is used for analyzing field environment information to obtain pollution and flood conditions of a field water body, the risk coefficient calculation module comprises a human posture risk coefficient calculation unit and a field environment risk coefficient calculation unit, the human posture data analysis unit is electrically connected with the human posture risk coefficient calculation unit, the field environment data analysis unit is electrically connected with the field environment risk coefficient calculation unit, and the human posture risk coefficient calculation module is used for calculating a human posture risk coefficient Q of a human body in a field environment 1 The outdoor environment danger coefficient calculation unit is used for calculating the environment danger coefficient Q of the outdoor environment 2 The risk coefficient calculation module is used for calculating the whole risk coefficient Q f 。
The invention is further improved in that the human posture risk coefficient Q 1 The calculation strategy comprises a human posture risk coefficient calculation strategy before stimulation and a human posture risk coefficient calculation strategy after stimulation, wherein the human posture risk coefficient calculation strategy before stimulation specifically comprises the following steps: 1) Acquiring task data m and human body movement speed data of human body at the position of time j and time i
Body temperature data
And data of center of gravity of human body
2) The acquired data is substituted into a calculation formula of the human posture risk coefficient before stimulation to calculate the human posture risk coefficient Q before stimulation 11 And 3) calculating the risk coefficient Q of the human body posture before stimulation 11 With the magnitude of the danger threshold, when the danger coefficient Q 11 Observing whether the body temperature is the reason of the body temperature or not when the body temperature is larger than the danger threshold, directly setting the maximum value of the body posture danger coefficient after the body temperature is stimulated without calculating if the body temperature is the reason, and giving stimulation to the human body by the stimulation unit if the body temperature is not the reason, wherein Q is 11 Is calculated by the formulaQ 11 ＝m(a 1 ×|V i j -V|+a 3 ×|H i j -H|)+a 2 ×|T i j -T |, wherein the value strategy of m is: the method includes the steps that 1 task is taken at the current moment and position, 0 task is not taken at the current moment and position, V is a human body moving speed reference value, T is a human body temperature reference value, H is a human body weight and center position reference value, the mobile terminal is placed in a pocket of a person or held on a hand, so that the human body temperature, the human body moving speed and the human body center can be conveniently measured, the human body speed, the human body temperature and the human body center can be changed at risk, the moving speed variable is used for adapting to the conditions that many wild fierces and wild roads are dangerous and easy to fall, the center variable is used for adapting to the conditions that wild roads are dangerous and easy to fall, the moving speed, the human body temperature and the center are used as measurement values for calculating human body posture risk coefficients, and a 1 For shift rate ratio coefficient, a 3 Is the ratio coefficient of the height of the center of gravity, a 2 Is the body temperature value ratio coefficient, a 1 +a 2 +a 3 ＝1。
The invention has the further improvement that the calculation strategy of the human posture risk coefficient after being stimulated comprises the following specific steps: 1) Recording the response time of the human body stimulus after the human body stimulus is given
2) The data of the human body moving speed 1min after the reaction after the stimulation is carried out again
Body temperature data
And data of center of gravity of human body
Collecting; 3) The parameters are substituted into a calculation formula of the human body posture risk coefficient after being excited to calculate the human body posture risk coefficient Q after being excited 12 (ii) a 4) Outputting stimulated human body posture danger coefficient Q 12 Said Q is 12 Is calculated by the formula：
Wherein, a 4 For shift rate ratio coefficient, a 6 Is the ratio coefficient of the height of the center of gravity, a 5 Is the body temperature value ratio coefficient, a 4 +a 5 +a 6 =1, monitoring whether the body returns to normal movement after stimulation, makes it possible to distinguish between various risks and also between lazy and lazy fish.
The invention is further improved in that the human posture risk coefficient Q 1 The calculation formula of (2) is as follows:
wherein Q is 11 Greater than a danger threshold, Q 13 As a risk threshold, when Q 11 Less than danger threshold Q 1 The value is taken to be 0.
In a further development of the invention, the environmental risk factor Q of the field environment is 2 The calculation formula of (2) is as follows:
wherein, a 11 As water flow rate ratio coefficient, a 12 Is the water velocity ratio coefficient, a 13 Is the water temperature ratio coefficient, P is the water flow reference value, V is the water speed reference value, T 1 Is a water body temperature reference value, the
The value of (1) is that the area of the frozen water surface is divided by the total area of the water surface, and the value can be obtained by a satellite photographing mode.
In a further development of the invention, the overall risk factor Q is f Is calculated by the formula Q f ＝Q 1 +Q 2 The management department port comprises a data extraction module, a danger signal release module and a personnel and equipment regulation and control module, wherein the data extraction module is used for extracting the calculated overall danger coefficient Q f And the environmental risk coefficient Q of the field environment 2 Risk coefficient of harmony with human posture Q 1 And extracting variables deviating from the range value in the collected values, wherein the danger signal issuing module is used for issuing a danger signal according to the integral danger coefficient Q f And the environmental risk coefficient Q of the field environment 2 Risk coefficient of harmony with human posture Q 1 The personnel and equipment regulation and control module is used for regulating and controlling personnel and equipment to solve risks, the personnel and equipment regulation and control module comprises personnel and equipment regulation and control strategies, the personnel and equipment regulation and control strategies comprise the following steps, if the personnel and equipment regulation and control strategies are dangerous in human body posture, the personnel are used as circle centers, the nearest personnel are searched to go to the position of the personnel for checking and rescue, if the personnel and equipment are dangerous in the environment of the field environment, the personnel and equipment matched with danger coefficients are selected to go to rescue, and information is issued to enable monitoring personnel to be far away.
Compared with the prior art, the invention has the following beneficial effects: the human body posture data acquisition module acquires human body posture information of a monitor going to a task point, the field environment data acquisition module acquires field water body data of the task point, the data are respectively brought into the human body posture data analysis unit and the field environment data analysis unit, the stimulation module is introduced to approve the human body posture data, the human body posture risk coefficient and the field environment risk coefficient are respectively calculated, the overall risk coefficient and the risk signal grade are comprehensively obtained, and a personnel and equipment regulation and control scheme is assisted.
Drawings
Fig. 1 is a schematic structural diagram of a management and control system of a field mobile terminal based on data analysis according to the present invention.
Fig. 2 is a schematic diagram of a field mobile terminal system of a field mobile terminal management and control system based on data analysis according to the present invention.
Fig. 3 is a schematic block diagram of a risk coefficient calculation module of a management and control system of a field mobile terminal based on data analysis according to the present invention.
Fig. 4 is a schematic block diagram of a human body posture data acquisition module of a field mobile terminal management and control system based on data analysis according to the present invention.
Fig. 5 is a schematic diagram of a field environment data acquisition module of a field mobile terminal management and control system based on data analysis according to the present invention.
Detailed Description
In order to make the technical means, the original features, the achieved objects and the effects of the present invention easy to understand, in the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc. indicate the orientation or positional relationship based on the orientation or positional relationship shown in the drawings, only for the convenience of describing the present invention and simplifying the description, but not for indicating or implying that the referred device or element must have a specific orientation, be constructed and operated in a specific orientation, and thus should not be construed as limiting the present invention. Furthermore, the terms "a," "an," "two," and "three" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance. The invention will be further illustrated with reference to specific embodiments.
Example 1
In the embodiment, the human body posture information of a monitor going to a task point is collected through a human body posture data collection module, a field environment data collection module collects field water body data of the task point, the data are respectively brought into a human body posture data analysis unit and a field environment data analysis unit, a human body posture danger coefficient and a field environment danger coefficient are respectively calculated, an overall danger coefficient and a danger signal grade are comprehensively obtained, and a personnel and equipment regulation and control scheme is assisted to make, as shown in figures 1-5, a field mobile terminal management and control system based on data analysis comprises a field mobile terminal port, a server port and a management department port, wherein the field mobile terminal port comprises at least one field mobile terminal, and the field mobile terminal is used for collecting data of the monitoring personnel and the field environment, the server port is controlled by the server port to stimulate monitoring personnel, the server port comprises a data classified collection and storage module, a data transmission module, a field three-dimensional model construction module, a field mobile terminal control module, a data analysis and processing module and a danger coefficient calculation module, the data classified collection and storage module is used for classified storage of data collected by a field mobile terminal, the data transmission unit is used for transmitting the data, the field three-dimensional model construction module is used for importing the data collected by the data classified collection and storage module to construct a field environment three-dimensional model, the field mobile terminal control module is used for distributing tasks to the field mobile terminal and controlling the operation of the field mobile terminal, the data analysis and processing module is used for processing the collected data and respectively analyzing the human body posture and the field environment, the risk coefficient calculation module is used for calculating the risk coefficients of the human body posture and the field environment and substituting the coefficients into the risk coefficient of the whole body;
the field mobile terminal comprises a human body posture data acquisition module, a field environment data acquisition module, a positioning module and a stimulation module, wherein the human body posture data acquisition module is used for acquiring and monitoring human body posture data conditions before and after stimulation of a human body, the field environment data acquisition module is used for acquiring field environment data conditions, the positioning module is used for positioning the field mobile terminal, and the stimulation module is used for giving stimulation to monitoring personnel;
wherein, the human body posture data acquisition module comprises a human body moving speed acquisition unit, a human body gravity center acquisition unit, a human body temperature acquisition unit and a human body response speed acquisition unit, and the human body moving speed acquisition unit is used for acquiring human body moving speed data
The human body gravity center acquisition unit is used for acquiring human body gravity center data
The human body temperature acquisition data is used for acquiring the human body temperature data
The human body response speed acquisition unit is used for acquiring the response speed of the stimulated human body
In this embodiment, the field environment data acquisition module comprises a water flow temperature acquisition unit, a water flow acquisition unit, a water speed acquisition unit, a water icing condition acquisition unit and a water pollution condition acquisition unit, wherein the water flow temperature acquisition unit is used for acquiring temperature data information of the water body
The water flow acquisition unit is used for acquiring the flow data of the water body
The water speed acquisition unit is used for acquiring the water speed
The water body icing condition acquisition unit is used for acquiring water body icing condition data
The water body pollution condition acquisition unit is used for acquiring water body pollution condition data
In this embodiment, the data analysis and processing module includes a human body posture data analysis unit and a field environment data analysis unit, the human body posture data analysis unit is used for analyzing human body posture information to obtain the body and task conditions of monitoring personnel, the field environment data analysis unit is used for analyzing field environment information to obtain pollution of field water and flood conditions, the risk coefficient calculation module includes a human body posture risk coefficient calculation unit and a field environment risk coefficient calculation unit, the human body posture data analysis unit is electrically connected with the human body posture risk coefficient calculation unit, the field environment data analysis unit is electrically connected with the field environment risk coefficient calculation unit, the human body posture risk coefficient calculation module is used for calculating a human body posture risk coefficient Q of the human body in the field environment 1 The outdoor environment danger coefficient calculation unit is used for calculating the environment danger coefficient Q of the outdoor environment 2 The risk coefficient calculation module is used for calculating the whole risk coefficient Q f ；
In the present embodiment, the human posture risk coefficient Q 1 The calculation strategy comprises a human posture risk coefficient calculation strategy before stimulation, and the specific steps of the human posture risk coefficient calculation strategy before stimulation are as follows: 1) Acquiring task data m and human body movement speed data of human body at the position of time j and time i
Body temperature data
And data of center of gravity of human body
2) The acquired data is substituted into a calculation formula of the human posture risk coefficient before stimulation to calculate the human posture risk coefficient Q before stimulation 11 And 3) calculating the risk coefficient Q of the human body posture before stimulation 11 With the magnitude of the danger threshold, when the danger coefficient Q 11 Observing whether the human body posture risk coefficient is the reason of the body temperature when the human body posture risk coefficient is larger than the risk threshold, directly setting the maximum value without calculating the human body posture risk coefficient after being stimulated if the human body posture risk coefficient is the reason of the body temperature, and giving stimulation to the human body by the stimulation unit if the human body posture risk coefficient is not the reason of the body temperature Q 11 Is calculated by the formula
Wherein the value strategy of m is as follows: the method is characterized in that 1 is taken for tasks at the current moment and position, 0 is taken for no task at the current moment and position, V is a human body moving speed reference value, T is a human body temperature reference value, H is a human body weight and center position reference value, the mobile terminal is placed in a pocket of a person or held on a hand, so that the human body temperature, the human body moving speed and the human body center can be conveniently measured, the human body moving speed, the human body temperature and the human body center can be changed at risk, the moving speed variable is used for adapting to the conditions that many wild beasts and the wild road are dangerous and easy to tumble, and the center variable is used for adapting to the conditions that the wild road is dangerous and easy to tumble, so the moving speed, the human body temperature and the center are used as human body posture dangerMeasured value of coefficient calculation, a 1 For shift rate ratio coefficient, a 3 Is the ratio coefficient of the height of the center of gravity, a 2 Is the body temperature value ratio coefficient, a 1 +a 2 +a 3 ＝1；
In this embodiment, the environmental hazard factor Q of the field environment 2 The calculation formula of (2) is as follows:
wherein, a 11 Is the water flow rate ratio coefficient, a 12 Is the water velocity ratio coefficient, a 13 Is the water temperature ratio coefficient, P is the water flow reference value, V is the water speed reference value, T 1 Is a reference value of the water body temperature,
the value of (1) is that the area of the frozen water surface is divided by the total area of the water surface, and the value can be obtained by a satellite photographing mode;
in the present embodiment, the overall risk factor Q f Is calculated by the formula Q f ＝Q 1 +Q 2 The management department port comprises a data extraction module, a danger signal release module and a personnel and equipment regulation and control module, wherein the data extraction module is used for extracting the calculated overall danger coefficient Q f And the environmental risk coefficient Q of the field environment 2 Risk coefficient of harmony with human posture Q 1 And extracting variables deviating from the range value in the collected values, wherein the danger signal issuing module is used for issuing danger signals according to the integral danger coefficient Q f And the environmental risk coefficient Q of the field environment 2 Risk coefficient of harmony with human posture Q 1 The personnel and equipment regulation and control module is used for regulating and controlling personnel and equipment to solve risks and comprises personnel and equipment regulation and control strategies which comprise the following steps that if the personnel is in a human body posture danger, the personnel is taken as a circle center, the nearest personnel is searched for going to the position of the personnel for checking and rescue, if the personnel is in a field environment, the personnel and equipment matched with danger coefficients are selected for going to rescue, and information is issued to enable monitoring personnel to be far away;
in the present embodiment, the human posture risk coefficient Q 1 = human posture risk coefficient Q before stimulation 11 。
Example 2
Embodiment 2 is mainly to add a stimulation module on the basis of embodiment 1, collect the human body posture information of the monitor going to the task point through the human body posture data collection module, collect the field water body data of the task point through the field environment data collection module, bring the data into the human body posture data analysis unit and the field environment data analysis unit respectively, introduce the stimulation module to approve the human body posture data, calculate the human body posture risk coefficient and the field environment risk coefficient respectively, and obtain the whole risk coefficient and the risk signal grade comprehensively, and assist the personnel and equipment regulation and control scheme, the concrete scheme is, as shown in fig. 1-5, a field mobile terminal management and control system based on data analysis, comprises a field mobile terminal port, a server port and a management department port, the field mobile terminal port comprises at least one field mobile terminal, the field mobile terminal port comprises at least one field mobile terminal, the field mobile terminal is used for collecting data of monitoring personnel and field environment and is controlled by the server port to stimulate the monitoring personnel, the server port comprises a data classified collection and storage module, a data transmission module, a field three-dimensional model construction module, a field mobile terminal control module, a data analysis and processing module and a danger coefficient calculation module, the data classified collection and storage module is used for classified storage of the data collected by the field mobile terminal, the data transmission unit is used for transmitting the data, the field three-dimensional model construction module is used for importing the data collected by the data classified collection and storage module to construct a field environment three-dimensional model, the field mobile terminal control module is used for distributing tasks to the field mobile terminal and controlling the operation of the field mobile terminal, the data analysis and processing module is used for processing the acquired data and respectively analyzing the human body posture and the field environment, and the risk coefficient calculation module is used for calculating the risk coefficients of the human body posture and the field environment and substituting the coefficients into the calculated overall risk coefficient;
the field mobile terminal comprises a human body posture data acquisition module, a field environment data acquisition module, a positioning module and a stimulation module, wherein the human body posture data acquisition module is used for acquiring and monitoring human body posture data conditions before and after a human body is stimulated;
wherein, the human body posture data acquisition module comprises a human body moving speed acquisition unit, a human body gravity center acquisition unit, a human body temperature acquisition unit and a human body response speed acquisition unit, and the human body moving speed acquisition unit is used for acquiring human body moving speed data
The human body gravity center acquisition unit is used for acquiring human body gravity center data
The human body temperature acquisition data is used for acquiring the human body temperature data
The human body response speed acquisition unit is used for acquiring the response speed of the stimulated human body
In this embodiment, the field environment data acquisition module comprises a water flow temperature acquisition unit, a water flow acquisition unit, a water speed acquisition unit, a water icing condition acquisition unit and a water pollution condition acquisition unit, wherein the water flow temperature acquisition unit is used for acquiring temperature data information of the water body
The water flow acquisition unit is used for acquiring the flow data of the water body
The water speed acquisition unit is used for acquiring the water speed
The water body icing condition acquisition unit is used for acquiring water body icing condition data
The water body pollution condition acquisition unit is used for acquiring water body pollution condition data
In this embodiment, the data analysis and processing module includes a human body posture data analysis unit and a field environment data analysis unit, the human body posture data analysis unit is used for analyzing human body posture information to obtain the body and task conditions of monitoring personnel, the field environment data analysis unit is used for analyzing field environment information to obtain pollution of field water and flood conditions, the risk coefficient calculation module includes a human body posture risk coefficient calculation unit and a field environment risk coefficient calculation unit, the human body posture data analysis unit is electrically connected with the human body posture risk coefficient calculation unit, the field environment data analysis unit is electrically connected with the field environment risk coefficient calculation unit, the human body posture risk coefficient calculation module is used for calculating a human body posture risk coefficient Q of the human body in the field environment 1 The outdoor environment danger coefficient calculation unit is used for calculating the environment danger coefficient Q of the outdoor environment 2 The risk coefficient calculation module is used for calculating the whole risk coefficient Q f 。
In the present embodiment, the human posture risk coefficient Q 1 The calculation strategy comprises a human posture risk coefficient calculation strategy before stimulation and a human posture risk coefficient calculation strategy after stimulation, and the human posture risk coefficient calculation strategy before stimulation comprises the following specific steps: 1) Acquiring task data m and human body movement speed data of human body at the position of time j and time i
Body temperature data
And data of center of gravity of human body
2) The acquired data is substituted into a calculation formula of the human posture risk coefficient before stimulation to calculate the human posture risk coefficient Q before stimulation 11 And 3) calculating the risk coefficient Q of the human body posture before stimulation 11 With the magnitude of the danger threshold, when the danger coefficient Q 11 Observing whether the human body posture risk coefficient is the reason of the body temperature when the human body posture risk coefficient is larger than the risk threshold, directly setting the maximum value without calculating the human body posture risk coefficient after being stimulated if the human body posture risk coefficient is the reason of the body temperature, and giving stimulation to the human body by the stimulation unit if the human body posture risk coefficient is not the reason of the body temperature Q 11 Is calculated by the formula
Wherein the value strategy of m is as follows: the method includes the steps that 1 task is taken at the current moment and position, 0 task is not taken at the current moment and position, V is a human body moving speed reference value, T is a human body temperature reference value, H is a human body weight and center position reference value, the mobile terminal is placed in a pocket of a person or held on a hand, so that the human body temperature, the human body moving speed and the human body center can be conveniently measured, the human body speed, the human body temperature and the human body center can be changed at risk, the moving speed variable is used for adapting to the conditions that many wild fierces and wild roads are dangerous and easy to fall, the center variable is used for adapting to the conditions that wild roads are dangerous and easy to fall, the moving speed, the human body temperature and the center are used as measurement values for calculating human body posture risk coefficients, and a 1 For shift rate ratio coefficient, a 3 Is the ratio coefficient of the height of the center of gravity, a 2 Is the body temperature value ratio coefficient, a 1 +a 2 +a 3 ＝1。
In this embodiment, the specific steps of the excited human posture risk coefficient calculation strategy are as follows: 1) Recording the response time of the human body stimulus after the human body stimulus is given
2) The data of the human body moving speed 1min after the reaction after the stimulation is carried out again
Body temperature data
And data of center of gravity of human body
Collecting; 3) The parameters are substituted into a calculation formula of the human body posture risk coefficient after being excited to calculate the human body posture risk coefficient Q after being excited 12 (ii) a 4) Outputting stimulated human body posture danger coefficient Q 12 ，Q 12 The calculation formula of (2) is as follows:
wherein, a 4 For shift rate ratio coefficient, a 6 Is the ratio coefficient of the height of the center of gravity, a 5 Is the body temperature value ratio coefficient, a 4 +a 5 +a 6 If the person is monitored for return to normal movement after stimulation, the person may be identified by various risks and by a fish being stolen or touched.
In the present embodiment, the human posture risk coefficient Q 1 The calculation formula of (2) is as follows:
wherein Q 11 Greater than a danger threshold, Q 13 As a risk threshold, when Q 11 Less than danger threshold Q 1 The value is taken to be 0.
In this embodiment, the environmental risk factor Q of the field environment 2 The calculation formula of (2) is as follows:
wherein, a 11 Is the water flow rate ratio coefficient, a 12 Is the water velocity ratio coefficient, a 13 Is the water temperature ratio coefficient, P is the water flow reference value, V is the water speed reference value, T 1 Is a reference value of the water body temperature,
the value of (1) is that the area of the frozen water surface is divided by the total area of the water surface, and the value can be obtained by a satellite photographing mode.
In the present embodiment, the overall risk factor Q f Is calculated by the formula Q f ＝Q 1 +Q 2 The management department port comprises a data extraction module, a danger signal release module and a personnel and equipment regulation and control module, wherein the data extraction module is used for extracting the calculated overall danger coefficient Q f And the environmental risk coefficient Q of the field environment 2 Risk coefficient of harmony with human posture Q 1 And extracting variables deviating from the range value in the collected values, wherein the danger signal issuing module is used for issuing danger signals according to the integral danger coefficient Q f And the environmental risk coefficient Q of the field environment 2 Risk coefficient of harmony with human posture Q 1 The personnel and equipment regulation and control module is used for regulating and controlling personnel and equipment to solve risks, the personnel and equipment regulation and control module comprises personnel and equipment regulation and control strategies, the personnel and equipment regulation and control strategies comprise the following steps, if the personnel and equipment regulation and control strategies are dangerous in human body posture, the personnel are used as the circle center, the nearest personnel are searched to go to the personnel position for checking and rescue, if the personnel and equipment are dangerous in the environment of the field environment, the personnel and equipment matched with danger coefficients are selected to go to rescue, and information is issued to enable monitoring personnel to be far away.
The foregoing shows and describes the general principles and broad features of the present invention and advantages thereof. It will be understood by those skilled in the art that the present invention is not limited to the embodiments described above, which are described in the specification and illustrated only to illustrate the principle of the present invention, but that various changes and modifications may be made therein without departing from the spirit and scope of the present invention, which fall within the scope of the invention as claimed. The scope of the invention is defined by the appended claims and equivalents thereof.
Claims (8)
1. A field mobile terminal management and control system based on data analysis is characterized in that: the system comprises a field mobile terminal port, a server port and a management department port, wherein the field mobile terminal port comprises at least one field mobile terminal, the field mobile terminal is used for collecting data of monitoring personnel and field environment and is controlled by the server port to stimulate the monitoring personnel, the server port comprises a data classified collection and storage module, a data transmission module, a field three-dimensional model construction module, a field mobile terminal control module, a data analysis and processing module and a danger coefficient calculation module, the data classified collection and storage module is used for classified storage of the data collected by the field mobile terminal, the data transmission unit is used for transmitting the data, the field three-dimensional model construction module is used for importing the data collected by the data classified collection and storage module to construct a field environment three-dimensional model, the field mobile terminal control module is used for distributing tasks to the field mobile terminal and controlling the operation of the field mobile terminal, the data analysis and processing module is used for processing the collected data and respectively analyzing the human body posture and the field environment, and the danger coefficient calculation module is used for calculating the danger coefficient of the human body posture and the environment and substituting the danger coefficient of the environment into the overall calculation;
the field mobile terminal comprises a human body posture data acquisition module, a field environment data acquisition module, a positioning module and a stimulation module, wherein the human body posture data acquisition module is used for acquiring and monitoring human body posture data conditions before and after stimulation of a human body, the field environment data acquisition module is used for acquiring field environment data conditions, the positioning module is used for positioning the field mobile terminal, and the stimulation module is used for giving stimulation to monitoring personnel;
wherein, human posture data acquisition module includes that human moves fast acquisition element, human focus acquisition element, human temperature acquisition element and human response speed acquisition element, human moves fast acquisition element and is used for gathering human body and moves fast data acquisition element
The human body gravity center acquisition unit is used for acquiring human body gravity center data
The human body temperature acquisition data is used for acquiring human body temperature data
The human body response speed acquisition unit is used for acquiring the response speed of the stimulated human body
2. The system for managing and controlling the field mobile terminal based on the data analysis as claimed in claim 1, wherein: the field environment data acquisition module comprises a water flow temperature acquisition unit, a water flow acquisition unit, a water speed acquisition unit, a water icing condition acquisition unit and a water pollution condition acquisition unit, wherein the water flow temperature acquisition unit is used for acquiring temperature data information of the water body
The water flow acquisition unit is used for acquiring the flow data of the water body
The water speed acquisition unit is used for acquiring the water speed
The water body icing condition acquisition unit is used for acquiring water body icing condition data
The water body pollution condition acquisition unit is used for acquiring water body pollution condition data
3. The system for managing and controlling the field mobile terminal based on the data analysis as claimed in claim 2, wherein: the data analysis and processing module comprises a human body posture data analysis unit and a field environment data analysis unit, the human body posture data analysis unit is used for analyzing human body posture information to obtain the body and task conditions of monitoring personnel, the field environment data analysis unit is used for analyzing field environment information to obtain the pollution and flood conditions of field water, the danger coefficient calculation module comprises a human body posture danger coefficient calculation unit and a field environment danger coefficient calculation unit, the human body posture data analysis unit is electrically connected with the human body posture danger coefficient calculation unit, the field environment data analysis unit is electrically connected with the field environment danger coefficient calculation unit, and the human body posture danger coefficient calculation module is used for calculating a human body posture danger coefficient Q of a human body in the field environment 1 The outdoor environment danger coefficient calculation unit is used for calculating the environment danger coefficient Q of the outdoor environment 2 The risk coefficient calculation module is used for calculating the whole risk coefficient Q f 。
4. The system for managing and controlling a field mobile terminal based on data analysis as claimed in claim 3, wherein: the human body posture risk coefficient Q 1 The calculation strategy comprises a human posture risk coefficient calculation strategy before stimulation and a human posture risk coefficient calculation strategy after stimulation, wherein the human posture risk coefficient calculation strategy before stimulation specifically comprises the following steps: 1) Acquiring task data m and human body movement speed data of human body at the position of time j and time i
Body temperature data
And data of center of gravity of human body
2) The acquired data is substituted into a calculation formula of the human posture risk coefficient before stimulation to calculate the human posture risk coefficient Q before stimulation 11 And 3) calculating the risk coefficient Q of the human body posture before stimulation 11 With the magnitude of the danger threshold, when the danger coefficient Q 11 Observing whether the body temperature is the reason of the body temperature or not when the body temperature is larger than the danger threshold, directly setting the maximum value of the body posture danger coefficient after the body temperature is stimulated without calculating if the body temperature is the reason, and giving stimulation to the human body by the stimulation unit if the body temperature is not the reason, wherein Q is 11 Is calculated by the formula
Wherein the value strategy of m is as follows: the task at the current time and position is 1, the task at the current time and position is not 0, V is a human body moving speed reference value, T is a human body temperature reference value, H is a human body weight and heart position reference value, a 1 For shift rate ratio coefficient, a 3 Is the ratio coefficient of the height of the center of gravity, a 2 Is the body temperature value ratio coefficient, a 1 +a 2 +a 3 ＝1。
5. The system for managing and controlling the field mobile terminal based on the data analysis as claimed in claim 4, wherein: the specific steps of the calculation strategy of the human body posture risk coefficient after being stimulated are as follows: 1) Recording the response time of the human body stimulus after the human body stimulus is given
2) The data of the human body moving speed 1min after the reaction after the stimulation is carried out again
Body temperature data
And data of center of gravity of human body
Collecting; 3) After bringing parameters into excitationCalculating the human body posture risk coefficient Q after being excited in the human body posture risk coefficient calculation formula 12 (ii) a 4) Outputting stimulated human body posture danger coefficient Q 12 Said Q is 12 The calculation formula of (2) is as follows:
wherein, a 4 For shift rate ratio coefficient, a 6 Is the ratio coefficient of the height of the center of gravity, a 5 Is the body temperature value ratio coefficient, a 4 +a 5 +a 6 ＝1。
6. The system for managing and controlling the field mobile terminal based on the data analysis as claimed in claim 5, wherein: the human body posture risk coefficient Q 1 The calculation formula of (2) is as follows:
wherein Q is 11 Greater than a danger threshold, Q 13 As a danger threshold, when Q 11 Less than danger threshold Q 1 The value is taken to be 0.
7. The system for managing and controlling a field mobile terminal based on data analysis as claimed in claim 4 or 6, wherein: the environmental hazard coefficient Q of the field environment 2 The calculation formula of (2) is as follows:
wherein, a 11 Is the water flow rate ratio coefficient, a 12 Is the water velocity ratio coefficient, a 13 Is the water temperature ratio coefficient, P is the water flow reference value, V is the water speed reference value, T 1 Is a water body temperature reference value, the
The value of (a) is the area of frozen water divided by the total area of water.
8. The method of claim 7The field mobile terminal management and control system based on data analysis is characterized in that: the overall hazard coefficient Q f Is calculated by the formula Q f ＝Q 1 +Q 2 The management department port comprises a data extraction module, a danger signal release module and a personnel and equipment regulation and control module, wherein the data extraction module is used for extracting the calculated overall danger coefficient Q f And the environmental risk coefficient Q of the field environment 2 Risk coefficient of harmony with human posture Q 1 And extracting variables deviating from the range value in the collected values, wherein the danger signal issuing module is used for issuing a danger signal according to the integral danger coefficient Q f And the environmental risk coefficient Q of the field environment 2 Risk coefficient of harmony with human posture Q 1 The personnel and equipment regulation and control module is used for regulating and controlling personnel and equipment to solve risks, the personnel and equipment regulation and control module comprises personnel and equipment regulation and control strategies, the personnel and equipment regulation and control strategies comprise the following steps, if the personnel and equipment regulation and control strategies are dangerous in human body posture, the personnel are used as circle centers, the nearest personnel are searched to go to the position of the personnel for checking and rescue, if the personnel and equipment are dangerous in the environment of the field environment, the personnel and equipment matched with danger coefficients are selected to go to rescue, and information is issued to enable monitoring personnel to be far away.
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