Subway carriage riding guiding method and system
By dividing regional units in urban rail transit compartments and monitoring environmental quality in real time, and using heat maps to guide passenger distribution, the problems of uneven passenger flow and accident risks in the compartments are solved, and the quality of travel services and passenger safety are improved.
Patent Information
- Application Number
- CN202411681268.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-22
- Publication Date
- 2025-01-07
AI Technical Summary
In urban rail transit, the passenger flow distribution in the carriage is uneven, resulting in congestion in the entrance and exit areas, increasing passenger conflicts and accident risks. The existing technology mainly focuses on passenger comfort and does not fully consider health and safety needs.
By dividing multiple area units in the car, setting up environmental quality sensors to monitor parameters such as PM2.5, PM10, CO2, temperature and humidity in real time, using the thermal diagram form to dynamically guide passengers to evenly distribute them on the display screen to avoid crowding out of the entrance and exit areas, and Guide the appropriate location outside the carriage to wait for the train.
Effectively slow down the congestion of cars, reduce the risk of entrance and exit accidents, improve the quality of rail travel services, and ensure a healthy and safe travel environment for passengers.
Smart Images

Figure CN119274440A_ABST
Abstract
Description
Technical Field
[0001] The invention relates to the technical field of urban rail operation management, and in particular to a subway car riding guidance method and system. Background Art
[0002] Urban rail transit is an important part of the public transportation system in urban infrastructure. However, during peak travel hours, some rail transit lines are overcrowded, which seriously affects the quality of rail transit travel services. In crowded carriages, a common phenomenon is that the middle is loose and the two ends are crowded, and the passenger flow is unevenly distributed. After boarding the train, passengers are accustomed to standing at the entrance and exit, making it difficult for subsequent passengers to board the train, which can easily induce conflicts among passengers in the carriage and accidents such as being stuck in the door and falling on the platform. Therefore, it is necessary to guide the uniform distribution of passengers in the carriage.
[0003] At present, the guidance of passenger flow distribution in urban rail train carriages is mainly based on passenger flow induction based on passenger flow density, that is, the degree of congestion is displayed on electronic display screens inside and outside the carriages to guide passengers to move to relatively relaxed areas. This measure mainly focuses on the passengers' demand for riding comfort, but pays less attention to the passengers' health and safety travel needs. As a result, some short-distance passengers still choose to squeeze in the entrance and exit area with the idea of "squeezing at the entrance and exit for easy getting off", which also causes subsequent passengers to be passively squeezed in the entrance and exit area. Therefore, a ride guidance method is urgently needed to solve this problem. Summary of the invention
[0004] The purpose of the present invention is to solve the problems existing in the prior art. Based on the correlation between passenger flow density and environmental quality in the carriage and the congestion of the carriage entrance and exit and the risk of platform door accidents, a subway carriage riding guidance method and system are provided. The train carriage is divided into multiple area units, and environmental quality sensors are arranged in each area unit to sense the PM of each area unit in the carriage in real time. 2.5 、PM 10 , CO 2 , temperature, humidity and other environmental parameters. Then, the environmental quality index of each area of the carriage is dynamically displayed in the form of a heat map on the display screens inside and outside the carriage to guide the passengers in the carriage to be evenly distributed, especially not to crowd at the entrance and exit areas, and at the same time guide the passengers outside the carriage to choose a suitable carriage location to wait for the train, thereby improving the quality of rail travel services.
[0005] In order to achieve the above object, the present invention is implemented through the following technical solutions:
[0006] A subway car riding guidance method:
[0007] First, the carriage area is divided into a number of area units from front to back, and the area units are numbered from front to back;
[0008] Then, the environmental parameters in each area unit are monitored, including temperature, humidity, carbon dioxide concentration, PM 2.5 The value of PM 10 The value of
[0009] Next, the environmental quality parameters are processed as follows:
[0010] S11, j is the number of the regional unit, i is the number of the environmental parameter, where j is a natural number greater than 0, i=1 represents temperature, i=2 represents humidity, and i=3 represents CO 2 , i=4 means PM 2.5 , i=5 means PM 10 ;
[0011] S12, use represents the arithmetic mean of the monitoring value of environmental parameter i of regional unit j within 1 hour. Perform calculations to standardize measurement units, P ij is the standardized value, where P 1j The unit is ℃; P 2j The unit is %; P 3j is the volume fraction, in %; P 4j , P 5j The unit is mg / m 3 ;
[0012] S13, When the standardization involves the volume of the compartment area, the formula is used Perform standardized calculation, where G ij is the quality of environmental parameter i of regional unit j, V j is the volume of regional unit j, P ij is the concentration of environmental parameter i in regional unit j;
[0013] S14, set the upper limit of the quality requirement of environmental parameter i, with P i H Indicates the upper limit value of the quality requirement of environmental parameter i;
[0014] S15. Calculate the environmental quality index AQI of regional unit j j ,
[0015] S16, repeat the steps of S11 to S15 to calculate AQI in a certain periodic cycle j value;
[0016] Finally, the AQI j The value is analyzed and the corresponding signal is output to the passenger in real time. The specific steps are as follows:
[0017] S21. Set one or more environmental quality control thresholds, including at least one optimal environmental quality control threshold, compare the AQI j value with the environmental quality control thresholds, and display the result of the AQI j value in each regional unit;
[0018] S22. Taking the regional unit j as the origin, sequentially access the regional units j + 1, j + 2... j + m backward, where m is a natural number greater than 0. If the AQI j value of the regional unit j + m is less than the optimal environmental quality control threshold, then mark the regional unit j + m;
[0019] S23. Return to the origin regional unit j, sequentially access the regional units j - 1, j - 2... j - n forward, where n is a natural number greater than 0. If the AQI j value of the regional unit j - n is less than the optimal environmental quality control threshold, then mark the regional unit j - n;
[0020] S24. Compare the values of m and n. If m > n, send a guiding instruction in the direction from the regional unit j to the regional unit j - n to the passengers; if m < n, the guiding control module outputs a guiding instruction in the direction from the regional unit j to the regional unit j + m to the electronic display screen; if m = n, the guiding control module outputs guiding instructions in the two directions from the regional unit j to the regional unit j + m and the regional unit j - n to the electronic display screen;
[0021] S25. Repeat the steps described in S21 - S24. Within one guiding cycle, calculate the moving direction indication suggestions for the passengers in the regional unit j according to the AQI j value.
[0022] Preferably, the regional units are divided into entrance - exit areas and intermediate areas. Among them, the range of the entrance - exit areas is bounded by the vertical projection lines of the first - row seat backs on both sides of the door, and any space from the carriage floor to the top surface within these two vertical projection lines belongs to the entrance - exit areas; other areas of the carriage except the entrance - exit areas belong to the intermediate areas.
[0023] Preferably, set eye - catching color marks or patterns on the ground or walls of the entrance - exit areas to enhance the recognition of passengers.
[0024] Preferably, in step S21, set the environmental quality control thresholds to 0.6, 0.8, 1, where 0.6 is the optimal environmental quality control threshold; when the AQI j is in different numerical ranges, display different color information to the passengers. When the AQI j < 0.6, display the first color in the regional unit; when 0.6 ≤ AQIj When <0.8, the second color is displayed in the area unit; when 0.8≤AQI j <1, the third color is displayed in the area unit; when 1<AQI j , a fourth color is displayed in the area unit.
[0025] A guidance system for implementing a subway car riding guidance method, comprising a car environment quality monitoring subsystem and a passenger movement guidance subsystem; the car environment quality monitoring subsystem comprises an environment quality perception module and an environment quality calculation module; the environment quality perception module integrates a number of sensors, including a temperature sensor, a humidity sensor, and an indoor air quality detector, for monitoring environmental parameters, and an environment quality perception module is evenly distributed in each area unit; the environment quality calculation module is used to process the environment quality parameters; the passenger movement guidance subsystem comprises a guidance control module and an electronic display screen, and the guidance control module is used to receive the AQI output by the environment quality calculation module j , for AQI j The value is analyzed and the corresponding signal is output to the electronic display screen in real time.
[0026] Preferably, the environmental quality perception module in the entrance and exit areas is arranged on the top surface of the car at the center of the entrance and exit areas, and the environmental quality perception module in the middle area is arranged on the top surface of the car at the center of the middle area.
[0027] Preferably, the electronic display screen is installed on the platform and in the carriage, and an electronic display screen is installed on both side walls of each area unit in the carriage, or two electronic display screens are symmetrically installed on both side walls in the middle of two adjacent area units.
[0028] Preferably, the display content of the electronic display screen includes an environmental quality heat map and directional indicator arrows, wherein the environmental quality heat map is used to represent the environmental quality index of each area of the car, and the directional indicator arrows are used to guide the passengers' movement direction in the car.
[0029] Preferably, when the electronic display screen is installed in the carriage, the guide arrow is a horizontal guide arrow, which flashes at a certain frequency to display the recommended path for passengers to move; when the electronic display screen is installed on the platform, the guide arrow is a vertical guide arrow, which indicates above the green carriage area to guide passengers to queue in the appropriate place.
[0030] Compared with the prior art, the beneficial effects of the present invention are:
[0031] 1. The present invention utilizes the carriage environment quality monitoring subsystem to obtain the environment quality index of each entrance and exit area and the middle area of the subway carriage in real time; receives the environment quality index value sent by the environment quality monitoring subsystem through the passenger movement guidance subsystem, and calculates and obtains the passenger movement guidance instruction plan of each carriage area; displays the carriage environment quality heat map and passenger movement path guidance or passenger queue position guidance through the electronic display screens in the carriage and on the platform, guides the passengers to be evenly distributed in the carriage and queue up at appropriate entrances and exits, and reduces carriage congestion and entrance and exit safety accidents.
[0032] 2. The present invention collects environmental quality parameters in the car through the environmental quality perception module, calculates the environmental quality index through the environmental quality calculation module, and judges the quality of the environmental quality through the passenger movement guidance control module. If the current car area environmental quality index meets the indoor environmental quality control requirements, there is no need to guide the passengers in the car. If the current car area environmental quality index exceeds the standard, the passenger movement guidance plan for the car is calculated and transmitted to the passengers through the electronic display screen.
[0033] 3. The present invention utilizes the passengers' attention to the quality of the riding environment and effectively guides the passengers in the cars and the passengers queuing on the platform, so as to avoid the uneven distribution of passenger flow between subway cars and between the entrances and exits of the cars and the middle areas, which would lead to excessive concentration of passenger flow in a certain area of the car, resulting in passenger congestion, difficulty in getting on and off the train, and the resulting conflicts, falls, door jams and other problems. BRIEF DESCRIPTION OF THE DRAWINGS
[0034] Figure 1 is a passenger guidance flow chart of the present invention;
[0035] Figure 2 It is a compartment area division diagram of the present invention;
[0036] Figure 3 It is a schematic diagram of the passenger guidance electronic display screen of the present invention. DETAILED DESCRIPTION
[0037] The present invention will be further described below in conjunction with specific embodiments. It should be understood that these embodiments are only used to illustrate the present invention and are not intended to limit the scope of the present invention. In addition, it should be understood that after reading the content taught by the present invention, those skilled in the art can make various changes or modifications to the present invention, and these equivalent forms fall within the scope limited by the application equally.
[0038] Example: As shown in the attached Figure 1The present invention is a subway car passenger guidance method and system, which can make full use of modern people's demand for travel health and safety. On the basis of passenger information and broadcasting system, a method for guiding the dynamic distribution of rail train passenger flow is provided to solve the problem of uneven passenger flow distribution and hidden passenger safety in rail train cars, especially in the entrance and exit areas and the middle area of the car. The specific technical solution is as follows:
[0039] It includes the carriage environment quality monitoring subsystem and the passenger movement guidance subsystem.
[0040] The cabin environment quality monitoring subsystem includes an environment quality perception module and an environment quality calculation module. The environment quality perception module integrates temperature sensors, humidity sensors, indoor air quality detectors and other instruments to monitor temperature, humidity, CO 2 、PM 2.5 、PM 10 Many environmental parameters including
[0041] The compartment area is divided into several area units from front to back, and the area units are numbered from front to back, and the area units are divided into the entrance and exit area and the middle area. The range of the entrance and exit area is bounded by the vertical projection lines of the first row of seat backs on both sides of the door. Any space from the floor to the top of the compartment within these two vertical projection lines belongs to the entrance and exit area. The rest of the compartment area except the entrance and exit area belongs to the middle area, as shown in the attached figure. Figure 2 As shown, the middle area of each carriage is used as a middle area, and the end areas of the two carriages are used as entrance and exit areas. In order to enhance the recognition of passengers, eye-catching color marks or patterns, such as stripes, arrows or other directional icons, can be set on the ground or walls of the entrance and exit areas to clearly distinguish the entrance and exit areas from the middle area.
[0042] The environmental quality perception module is arranged in each area of the car, the environmental quality perception module in the entrance and exit area is arranged on the top surface of the car at the center of the entrance and exit area, and the environmental quality perception module in the middle area is arranged on the top surface of the car at the center of the middle area.
[0043] The environmental quality perception module uploads the monitoring parameter values to the environmental quality calculation module in real time. After receiving the monitoring values of various environmental quality parameters, the environmental quality calculation module processes the parameter monitoring values as follows:
[0044] S11. Let j be the number of the regional unit, i be the number of the environmental parameter, where j is a natural number greater than 0, i=1 represents temperature, i=2 represents humidity, and i=3 represents CO 2 , i=4 means PM 2.5 , i=5 means PM 10 .
[0045] S12, let the one-hour arithmetic mean of the monitoring value of environmental parameter i in regional unit j be Will Perform the unit standardization calculation and set the standardized value to be P ij , where P 1j The unit is ℃, P 2j The unit is %,P 3j The unit is % (volume fraction), P 4j , P 5j The unit is mg / m 3 .
[0046] S13, When the standardization involves the volume of the compartment area, the formula is used Perform standardized calculation, where G ij is the quality of environmental parameter i of regional unit j, V j is the volume of regional unit j, P ij is the concentration of environmental parameter i in regional unit j.
[0047] S14, let the upper limit of the quality requirement of environmental parameter index i be P i H , refer to GB / T 18883-2022, take P 1 H =28℃(summer) / 24℃(winter), P 2 H =80% (summer) / 60% (winter), P 3 H =0.1%, P 4 H =0.05, P 5 H =0.1.
[0048] S15. Set the environmental quality index of regional unit j The environmental quality calculation module automatically calculates AQI j value, and AQI j The value is output to the passenger movement guidance subsystem in real time.
[0049] S16, repeat the steps of S11 to S15 to calculate AQI in a certain periodic cycle j value; considering that the running time between two adjacent subway stations is generally 2 to 5 minutes, the calculation cycle should be set within 1 minute.
[0050] The passenger movement guidance subsystem includes a guidance control module and an electronic display screen.
[0051] The guidance control module is used to receive the AQI output by the environmental quality calculation module.j , analyze the AQI j value and output the corresponding signal to the electronic display screen in real time. The specific steps are as follows:
[0052] S21. Compare the AQI j value with the environmental quality control threshold. When AQI j < 0.6, the guidance control module directly outputs the instruction "Level 1" to the electronic display screen; when 0.6 ≤ AQI j < 0.8, the guidance control module directly outputs the instruction "Level 2" to the electronic display screen; when 0.8 ≤ AQI j < 1, output the instruction "Level 3" to the electronic display screen; when 1 < AQI j , output the instruction "Level 4" to the electronic display screen, and use the following algorithm to search for the nearest guidance area:
[0053] S22. Take the regional unit j as the origin, take other regional units as nodes, and sequentially access the nodes j+1 → j+2 … → j+m backward, where m is a natural number greater than 0. If the AQI j+m of the node j+m < 0.6 and the AQI j+m-1 of the node j+m-1 ≥ 0.6, mark the node j+m;
[0054] S23. Return to the origin regional unit j, and sequentially access the nodes j-1 → j-2 … → j-n forward, where n is a natural number greater than 0. If the AQI j+m of the node j-n < 0.6 and the AQI j+m-1 of the node j-n+1 ≥ 0.6, mark the node j-n;
[0055] S24. Compare the values of m and n. If m > n, the guidance control module outputs a guidance instruction from the regional unit j to the direction of the regional unit j-n to the electronic display screen; if m < n, the guidance control module outputs a guidance instruction from the regional unit j to the direction of the regional unit j+m to the electronic display screen; if m = n, the guidance control module outputs a guidance instruction in two directions from the regional unit j to the regional unit j+m and the regional unit j-n to the electronic display screen;
[0056] S25. Repeat the steps described in S21~S24. Within a guidance cycle, according to the AQI j value, calculate the moving direction indication suggestion for the passengers within the regional unit j.
[0057] The electronic display screen is installed on the platform and in the carriage. The electronic display screen on the platform can be integrated with the passenger information display screen. The electronic display screen in the carriage is installed on the walls on both sides of the carriage, with two symmetrically installed on the walls on both sides of each area, or two symmetrically installed on the walls on both sides of the middle position of two adjacent areas.
[0058] The electronic display screen displays content including an environmental quality heat map and a guide arrow, wherein the environmental quality heat map is used to indicate the environmental quality index of each area of the carriage, and the guide arrow is used to guide the moving direction of passengers in the carriage.
[0059] The environmental quality heat map displayed on the electronic display screen displays the corresponding content according to the Level command input by the guidance control module. Figure 3 As shown, when a "Level 1" command is received, green is displayed; when a "Level 2" command is received, yellow is displayed; when a "Level 3" command is received, orange is displayed; when a "Level 4" command is received, red is displayed.
[0060] When the electronic display screen is installed in the carriage, the guide arrow is a horizontal arrow, which flashes at a certain frequency, showing the moving path from the current area unit j to the direction of j+m or jn. When the electronic display screen is installed on the platform, the guide arrow is a vertical arrow, which indicates above the carriage area showing green, guiding passengers to queue at the appropriate place.
Claims
1. A subway car riding guidance method, characterized in that: First, divide the car compartment area into several area units in sequence from front to back, and number the area units in sequence from front to back; Then, the environmental parameters in each area unit are monitored, including temperature, humidity, carbon dioxide concentration, PM 2.5 The value of PM 10 The value of Next, process the environmental quality parameters as follows: S11. j is used as the number of the regional unit, i is the number of the environmental parameter, where j is a natural number greater than 0, i=1 represents temperature, i=2 represents humidity, i=3 represents CO2, and i=4 represents PM 2.5 , i=5 means PM 10 ; S12, use represents the arithmetic mean of the monitoring values of environmental parameter i of regional unit j within 1 hour. Perform calculations to standardize measurement units, P ij is the standardized value, where P 1j The unit is ℃; P 2j The unit is %; P 3j is the volume fraction, in %; P 4j , P 5j The unit is mg / m 3 ; S13, When the standardization involves the volume of the compartment area, the formula is used Perform standardized calculation, where G ij is the quality of environmental parameter i of regional unit j, V j is the volume of regional unit j, P ij is the concentration of environmental parameter i in regional unit j; S14, set the upper limit of the quality requirement of environmental parameter i, with P i H Indicates the upper limit value of the quality requirement of environmental parameter i; S15. Calculate the environmental quality index AQI of regional unit j j , S16, repeat the steps of S11 to S15 to calculate AQI in a certain periodic cycle j value; Finally, the AQI j The value is analyzed and the corresponding signal is output to the passenger in real time. The specific steps are as follows: S21. Set one or more environmental quality control thresholds and at least one optimal environmental quality control threshold, and compare AQI j Values and environmental quality control thresholds, and AQI is displayed in each area unit j The result of the value; S22, taking area unit j as the origin, visit area units j+1, j+2, ...j+m in sequence, where m is a natural number greater than 0. If the AQI of area unit j+m j If the value is less than the optimal environmental quality control threshold, the regional unit j+m is marked; S23, return to the origin area unit j, and visit the area units j-1, j-2, ... jn in sequence, where n is a natural number greater than 0. If the AQI of area unit jn j If the value is less than the optimal environmental quality control threshold, the regional unit jn is marked; S24. Compare the magnitudes of the m value and the n value. If m > n, send a guidance instruction to the passengers to move from area unit j to area unit j - n; if m < n, the guidance control module outputs a guidance instruction to the electronic display screen to move from area unit j to area unit j + m; if m = n, the guidance control module outputs guidance instructions to the electronic display screen to move from area unit j to area unit j + m and area unit j - n in two directions; S25, repeat the steps of S21 to S24, within a guidance cycle, according to AQI j The value is used to calculate the moving direction instruction suggestion of the passengers in the area unit j.
2. A subway car riding guidance method according to claim 1, characterized in that: Divide the area units into entrance / exit areas and intermediate areas. Among them, the range of the entrance / exit area is bounded by the vertical projection lines of the first row of seat backs on both sides of the door. Any space from the car floor to the ceiling within these two vertical projection lines belongs to the entrance / exit area; other areas of the car except the entrance / exit area belong to the intermediate area.
3. A subway car riding guidance method according to claim 2, characterized in that: Set eye-catching color marks or patterns on the floor or wall of the entrance / exit area to enhance the recognition of passengers.
4. A subway car riding guidance method according to claim 1, characterized in that: In step S21, the environmental quality control threshold is set to 0.6, 0.8, and 1, where 0.6 is the optimal environmental quality control threshold; AQI j In different value ranges, different color information is displayed to passengers. j When <0.6, the first color is displayed in the area unit; when 0.6≤AQI j When <0.8, the second color is displayed in the area unit; when 0.8≤AQI j <1, the third color is displayed in the area unit; when 1<AQI j , a fourth color is displayed in the area unit.
5. A guidance system for implementing the subway car riding guidance method according to any one of claims 1 to 4, characterized in that: It includes a carriage environment quality monitoring subsystem and a passenger movement guidance subsystem; the carriage environment quality monitoring subsystem includes an environment quality perception module and an environment quality calculation module; the environment quality perception module integrates several sensors, including a temperature sensor, a humidity sensor, and an indoor air quality detector, for monitoring environmental parameters, and an environment quality perception module is evenly distributed in each area unit; the environment quality calculation module is used to process the environment quality parameters; the passenger movement guidance subsystem includes a guidance control module and an electronic display screen, and the guidance control module is used to receive the AQI output by the environment quality calculation module j , for AQI j The value is analyzed and the corresponding signal is output to the electronic display screen in real time.
6. The guidance system of the subway car riding guidance method according to claim 5, characterized in that: The environmental quality perception module in the entrance / exit area is arranged on the car ceiling at the center position of the entrance / exit area, and the environmental quality perception module in the intermediate area is arranged on the car ceiling at the center position of the intermediate area.
7. The guidance system of the subway car riding guidance method according to claim 5, characterized in that: The electronic display screen is installed on the platform and in the car. Electronic display screens are installed on both side walls within each area unit in the car, or two electronic display screens are symmetrically installed on both side walls at the middle position between two adjacent area units.
8. The guidance system of the subway car riding guidance method according to claim 5, characterized in that: The display content of the electronic display screen includes an environmental quality heat map and a guiding arrow. Among them, the environmental quality heat map is used to represent the environmental quality index of each area of the car, and the guiding arrow is used to guide the moving direction of passengers in the car.
9. The guidance system of the subway car riding guidance method according to claim 8, characterized in that: When the electronic display screen is installed in the car, the guiding arrow is a horizontal guiding arrow, and the arrow flashes at a certain frequency to display the path recommended for passengers to move; when the electronic display screen is installed on the platform, the guiding arrow is a vertical guiding arrow, and it indicates above the car area showing green to guide passengers to queue up in a suitable place.