A firefighter physical function assessment method, medium, equipment and system

Abstract

The present invention provides a firefighter physical function assessment method, medium, equipment and system, which complete various daily trainings for firefighters with different characteristics, set random stimulation and obtain feedback, and use human body function perception detection equipment to complete the collection of firefighters' static and dynamic physical functions, realize the tracking of firefighters' physical functions under any characteristics, and finally obtain a dynamic assessment of any firefighter's physical function. The present invention makes the firefighter's physical function assessment more scientific, the assessment standards are more in line with objective laws, adapts to the actual situation of current firefighters, meets the scientific and authoritative assessment requirements of firefighters, and also provides a strong guarantee for the combat safety of firefighters in actual firefighting tasks; not only does it fully understand the firefighter's physical function status, but it can also motivate firefighters' enthusiasm for physical training, help firefighters better solve the difficulties encountered in rescue missions, achieve ideal firefighting and rescue effects, and reduce losses and injuries caused by disasters.

Description

Technical Field

[0001] The present invention relates to the technical field of ICT specifically used for processing or handling patient-related medical or healthcare data, and in particular to a firefighter physical function assessment method, medium, equipment and system. Background Art

[0002] Firefighters are members of disaster relief and rescue teams established by the government or non-governmental organizations. As a special rescue profession, they need to undergo special physical, technical and psychological training to ensure that they meet the special physical, technical and psychological requirements.

[0003] Due to the unique environment and varying levels of difficulty at the rescue site, timely and effective physical function assessments are essential for firefighters. This allows for timely identification of any physical problems and the appropriate remedies. With the continuous advancement of science and technology and the emergence of new firefighting equipment, the demands on firefighters' physical function during firefighting operations are becoming increasingly stringent, making it particularly important to fully understand the physical function of firefighters.

[0004] In the existing technology, the physical function assessment of firefighters is mostly achieved through analysis of training assessment results. However, since the training assessment of firefighters is not conducted at any time, but only during the annual assessment period, relying on this single assessment plan cannot accurately reflect the various physical functions of firefighters, and it also consumes a lot of time and is not convenient for detection. Summary of the Invention

[0005] The present invention solves the problems in the prior art and provides an optimized firefighter physical function assessment method, medium, equipment and system.

[0006] The technical solution adopted by the present invention is a method for evaluating the physical functions of firefighters. The method completes various daily trainings for firefighters with different characteristics, sets random stimulations during daily training and obtains feedback from firefighters. The method uses human function perception detection equipment to complete the collection of static and dynamic physical functions of firefighters, realizes the tracking of the physical functions of firefighters under any characteristics, and finally obtains a dynamic evaluation of the physical functions of any firefighter.

[0007] Preferably, the characteristics of the firefighters include age groups and years of service groups.

[0008] Preferably, during the daily training, random stimulation is configured according to a preset probability P, and the random stimulation acts on different parts of the firefighter's body according to the preset probability p to obtain feedback from the firefighter;

[0009] A plurality of first vectors and a plurality of first scores are obtained based on the feedback, wherein any one of the first vectors and the plurality of first scores is a combination of a feedback score for a certain part of the firefighter's body and a feedback time.

[0010] Preferably, the static physical function and dynamic physical function of the firefighter are detected by multiple sensors;

[0011] When acquiring static data, the firefighter stands and uses multiple sensors to acquire static body data of the firefighter;

[0012] When acquiring dynamic data, firefighters follow the device's prompts to complete movement operations, and multiple sensors are used to acquire real-time dynamic body data of firefighters;

[0013] Obtain static data at least once before and after obtaining dynamic data, and obtain difference data between the two adjacent data;

[0014] A second vector and a second score are obtained based on all the data, and any second vector and second score is a combination of the static physical function score, the dynamic physical function score and the difference data score.

[0015] Preferably, the score of daily training is used as the third score and the corresponding third vector;

[0016] Obtain weights of the first vector, the second vector, and the third vector based on the corresponding features of the firefighters, and obtain a comprehensive score vector corresponding to the current firefighter based on the first vector, the second vector, the third vector, and the corresponding weights;

[0017] The weights of the first score, the second score, and the third score are obtained based on the corresponding characteristics of the firefighters, and the comprehensive score corresponding to the current firefighter is obtained based on the first score, the second score, the third score and the corresponding weights.

[0018] Preferably, the tracking of the physical function is to calculate the vector angles corresponding to the first vector, second vector, third vector and comprehensive score vector of any firefighter and their historical data respectively, to obtain the physical function tracking of the current firefighter.

[0019] Preferably, the dynamic assessment of physical function is to compare the first score, the second score, the third score and the comprehensive score corresponding to any firefighter with their historical data respectively to obtain the dynamic assessment of the physical function of the current firefighter.

[0020] A computer-readable storage medium stores a firefighter physical function assessment program, which implements the firefighter physical function assessment method when executed by a processor.

[0021] A computer device includes a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the program, the firefighter physical function assessment method is implemented.

[0022] A firefighter physical function assessment system using the firefighter physical function assessment method, the system comprising:

[0023] A human body function sensing and detection device, used to collect static and dynamic body function data of firefighters;

[0024] a random stimulus generating unit, used to provide random stimulus during daily firefighter training;

[0025] a data receiving unit for receiving the firefighter's associated data under the action of the human body function sensing detection device and the random stimulus generating unit;

[0026] an evaluation unit, configured to process the data received by the data receiving unit and obtain a dynamic evaluation of the firefighter's physical function;

[0027] a database for storing the data of the data receiving unit and the evaluation of the evaluation unit, and tracking the physical functions of the firefighters;

[0028] A data reading unit is used to read information in the database.

[0029] The present invention provides an optimized firefighter physical function assessment method, medium, equipment and system to complete various daily trainings for firefighters with different characteristics, set random stimulations during daily training and obtain feedback from firefighters, use human function perception detection equipment to complete the collection of firefighters' static and dynamic physical functions, realize the tracking of firefighters' physical functions under any characteristics, and finally obtain a dynamic assessment of any firefighter's physical function.

[0030] The present invention's firefighter physical skill assessment solution, based on training assessment and human body function sensory detection equipment, addresses the shortcomings of existing technologies, making firefighter physical function assessments more scientific, with assessment standards more in line with objective laws, adapting to the actual conditions of current firefighters, and meeting firefighters' requirements for scientific and authoritative assessments. It also provides a strong guarantee for firefighters' operational safety during actual firefighting missions. This invention not only provides a comprehensive understanding of firefighters' physical function status, but also motivates firefighters to actively train for physical fitness, helping them better resolve difficulties encountered during rescue missions, achieving ideal firefighting and rescue results, and reducing losses and injuries caused by disasters. BRIEF DESCRIPTION OF THE DRAWINGS

[0031] Figure 1Schematic diagram of the structural block diagram of the system in the present invention, wherein the arrow indicates the direction of data transmission. DETAILED DESCRIPTION

[0032] The present invention is further described in detail below with reference to the embodiments, but the protection scope of the present invention is not limited thereto.

[0033] The present invention relates to a firefighter physical function assessment method. The method completes various daily trainings for firefighters with different characteristics, sets random stimulations during daily training and obtains feedback from firefighters. Human body function sensing and detection equipment is used to complete the collection of static and dynamic physical functions of firefighters, thereby tracking the physical functions of firefighters under any characteristics and ultimately obtaining a dynamic assessment of the physical functions of any firefighter.

[0034] In analyzing the training and assessment results of firefighters, the present invention combines scientific algorithms with a solution that combines static and dynamic body function data of various parts obtained by completing specified actions on human body function perception detection equipment to achieve a comprehensive assessment of the firefighters' physical functions.

[0035] In the present invention, further, vector features are included in the assessment results to make the performance analysis more accurate, while the use of human body function detection equipment provides convenience in detection.

[0036] The characteristics of the firefighters include age groups and years of service groups.

[0037] In the present invention, for firefighters, their age group and years of service are both very important features, which respectively identify the firefighter's personal objective physical condition and subjective work ability (experience value).

[0038] In the present invention, a vector based on three dimensions of the firefighter is obtained.

[0039] During the daily training, random stimulation is configured according to a preset probability P, and the random stimulation acts on different parts of the firefighter's body according to the preset probability p to obtain feedback from the firefighter;

[0040] A plurality of first vectors and a plurality of first scores are obtained based on the feedback, wherein any one of the first vectors and the plurality of first scores is a combination of a feedback score for a certain part of the firefighter's body and a feedback time.

[0041] In the present invention, random stimulation acts on different body parts of the firefighter based on probability p, which is used to test the reaction sensitivity of different body parts of the firefighter, thereby achieving more three-dimensional and comprehensive evaluation results in subsequent evaluations.

[0042] In the present invention, generally speaking, random stimulation utilizes a combination of a feedback score of a certain part of the firefighter's body and feedback time to realize the construction of the first vector and the first score.

[0043] The static physical functions and dynamic physical functions of the firefighters are detected by multiple sensors;

[0044] When acquiring static data, the firefighter stands and uses multiple sensors to acquire static body data of the firefighter;

[0045] When acquiring dynamic data, firefighters follow the device's prompts to complete movement operations, and multiple sensors are used to acquire real-time dynamic body data of firefighters;

[0046] Obtain static data at least once before and after obtaining dynamic data, and obtain difference data between the two adjacent data;

[0047] A second vector and a second score are obtained based on all the data, and any second vector and second score is a combination of the static physical function score, the dynamic physical function score and the difference data score.

[0048] In the present invention, multiple sensors are used to detect the static and dynamic physical functions of firefighters. To be precise, a human body function sensing detection device is used, which has multiple built-in sensors and can obtain static data including but not limited to blood oxygen saturation, height, weight, muscle content, etc.; and for dynamic data, for example, the firefighter's muscle relaxation data can be obtained through a patch-type sensor, and the firefighter's effective heart rate range can be obtained by the difference data between the two adjacent data.

[0049] In the present invention, the static body function score, the dynamic body function score and the difference data score are combined to form the second vector and the second score.

[0050] The score of daily training is used as the third score and the corresponding third vector;

[0051] In the present invention, the third vector is the score of daily training, which has a certain degree of subjectivity but can better fit the characteristics of firefighters.

[0052] Obtain weights of the first vector, the second vector, and the third vector based on the corresponding features of the firefighters, and obtain a comprehensive score vector corresponding to the current firefighter based on the first vector, the second vector, the third vector, and the corresponding weights;

[0053] The weights of the first score, the second score, and the third score are obtained based on the corresponding characteristics of the firefighters, and the comprehensive score corresponding to the current firefighter is obtained based on the first score, the second score, the third score and the corresponding weights.

[0054] The physical function tracking is to calculate the vector angles corresponding to the first vector, second vector, third vector and comprehensive score vector of any firefighter and their historical data respectively, to obtain the physical function tracking of the current firefighter.

[0055] The dynamic evaluation of physical function is to compare the first score, the second score, the third score and the comprehensive score corresponding to any firefighter with their historical data to obtain the dynamic evaluation of the physical function of the current firefighter.

[0056] In the present invention, the first vector, the second vector, the third vector and the comprehensive scoring vector are respectively calculated according to their historical data. By knowing whether the vector angle is positive or negative, the positive or negative state of the firefighter's physical skills can be quickly obtained, which is conducive to rapid adjustment.

[0057] In the present invention, the first score, the second score, the third score and the comprehensive score are respectively compared with their historical data, so as to obtain a dynamic evaluation of the current firefighter's physical function, which is more easily formed into a report to evaluate the firefighter's overall status.

[0058] A computer-readable storage medium stores a firefighter physical function assessment program, which implements the firefighter physical function assessment method when executed by a processor.

[0059] To implement the above embodiment, an embodiment of the present invention proposes a computer-readable storage medium on which a firefighter physical function assessment program is stored. When the firefighter physical function assessment program is executed by a processor, the above firefighter physical function assessment method is implemented.

[0060] A computer device includes a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the program, the firefighter physical function assessment method is implemented.

[0061] To implement the above embodiment, the present invention proposes a computer device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the program, the above-mentioned firefighter physical function assessment method is implemented.

[0062] A firefighter physical function assessment system using the firefighter physical function assessment method, the system comprising:

[0063] A human body function sensing and detection device, used to collect static and dynamic body function data of firefighters;

[0064] a random stimulus generating unit, used to provide random stimulus during daily firefighter training;

[0065] a data receiving unit for receiving the firefighter's associated data under the action of the human body function sensing detection device and the random stimulus generating unit;

[0066] an evaluation unit, configured to process the data received by the data receiving unit and obtain a dynamic evaluation of the firefighter's physical function;

[0067] a database for storing the data of the data receiving unit and the evaluation of the evaluation unit, and tracking the physical functions of the firefighters;

[0068] A data reading unit is used to read information in the database.

[0069] In the present invention, the human body function perception detection equipment is actually a device that uses multiple sensors to perceive human body function parameters; when obtaining static data, the firefighter only needs to stand vertically on it, and the equipment can obtain static data of human body function. When obtaining dynamic data, the firefighter needs to complete a series of movement operations according to the prompts of the equipment, such as push-ups, vertical jumps, etc. When the firefighter performs these exercises, the equipment will use kinetic energy sensors to obtain real-time human body function data, and feed back the function parameters of various parts of the body to the equipment, and then obtain the scores of each part and the overall function score.

[0070] In the present invention, the random stimulation generating unit can stimulate the muscles of firefighters in the form of weak current. This is easily understood by those skilled in the art. Those skilled in the art can use forms including but not limited to weak current to achieve random stimulation of firefighters, the main purpose of which is to obtain the firefighters' response data.

Claims

1. A firefighter physical function assessment method, characterized by: The method completes various daily trainings for firefighters with different characteristics, sets random stimuli during daily training and obtains feedback from firefighters, and uses human body function sensing and detection equipment to collect static and dynamic body functions of firefighters; During the daily training, random stimulation is configured according to a preset probability P, and the random stimulation acts on different parts of the firefighter's body according to the preset probability P to obtain feedback from the firefighter; obtaining a plurality of first vectors and a plurality of first scores based on the feedback; Acquiring static physical data of the firefighter using multiple sensors, acquiring real-time dynamic physical data of the firefighter using multiple sensors, acquiring static physical data at least once before and after acquiring the dynamic physical data, and obtaining difference data between the two adjacent data; obtaining a second vector and a second score based on a combination of the static physical function score, the dynamic physical function score, and the difference data score; The score of daily training is used as the third score and the corresponding third vector; Obtaining weights of the first vector, the second vector, and the third vector based on the characteristics corresponding to the firefighters, and obtaining a comprehensive score vector corresponding to the current firefighter based on the first vector, the second vector, the third vector, and the corresponding weights; The physical function tracking of firefighters under any characteristic is achieved by calculating the vector angles between the first vector, the second vector, the third vector and the comprehensive score vector corresponding to any firefighter and their historical data, thereby obtaining the physical function tracking of the current firefighter and finally obtaining a dynamic evaluation of the physical function of any firefighter.

2. A firefighter physical function assessment method according to claim 1, characterized in that: The characteristics of the firefighters include age groups and years of service groups.

3. A firefighter physical function assessment method according to claim 1, characterized in that: Any one of the first vectors and the first scores is a combination of a feedback score and a feedback time for a certain part of the firefighter's body.

4. A firefighter physical function assessment method according to claim 3, characterized in that: The static physical functions and dynamic physical functions of the firefighters are detected by multiple sensors; When acquiring static body function, the firefighter stands and uses multiple sensors to acquire static body data of the firefighter; When obtaining dynamic body functions, firefighters complete movement operations according to the prompts of the equipment, and use multiple sensors to obtain real-time dynamic body data of firefighters.

5. A firefighter physical function assessment method according to claim 4, characterized in that: The weights of the first score, the second score, and the third score are obtained based on the corresponding characteristics of the firefighters, and the comprehensive score corresponding to the current firefighter is obtained based on the first score, the second score, the third score and the corresponding weights.

6. A firefighter physical function assessment method according to claim 5, characterized in that: The dynamic evaluation of physical function is to compare the first score, the second score, the third score and the comprehensive score corresponding to any firefighter with their historical data to obtain a dynamic evaluation of the physical function of the current firefighter.

7. A computer-readable storage medium, characterized in that: A firefighter physical function assessment program is stored thereon, and when the firefighter physical function assessment program is executed by the processor, the firefighter physical function assessment method according to any one of claims 1 to 6 is implemented.

8. A computer device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein: When the processor executes the program, the firefighter physical function assessment method according to any one of claims 1 to 6 is implemented.

9. A firefighter physical function assessment system using the firefighter physical function assessment method according to any one of claims 1 to 6, characterized in that: The system comprises: A human body function sensing and detection device, used to collect static and dynamic body function data of firefighters; a random stimulus generating unit, used to provide random stimulus during daily firefighter training; a data receiving unit for obtaining the firefighter's associated data under the action of the human body function sensing detection device and the random stimulus generating unit; an evaluation unit, configured to process the data received by the data receiving unit and obtain a dynamic evaluation of the firefighter's physical function; a database for storing the data of the data receiving unit and the evaluation of the evaluation unit, and tracking the physical functions of the firefighters; A data reading unit is used to read information in the database.

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