Subway energy optimization control device based on artificial intelligence
By using AI-based subway energy optimization control equipment, sensors and control devices are used to dynamically adjust the constant temperature and humidity machine and ventilation device, solving the problem of energy optimization control in subway operation and achieving efficient energy utilization and resource conservation.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Utility models(China)
- Current Assignee / Owner
- CEEPOWER (FUQING) CO LTD
- Filing Date
- 2025-05-28
- Publication Date
- 2026-06-19
AI Technical Summary
The existing subway system cannot effectively optimize energy control during operation, resulting in resource waste.
The subway energy optimization control equipment based on artificial intelligence is adopted. Temperature and humidity sensors and air quality sensors are used to detect the internal environment of the subway. The control device controls the constant temperature and humidity machine and ventilation device to dynamically adjust and achieve optimized energy control.
This effectively avoids energy waste, improves energy efficiency, and saves resources.
Smart Images

Figure CN224383625U_ABST
Abstract
Description
Technical Field
[0001] This utility model relates to the field of structural technology of subway energy optimization control equipment, and in particular to subway energy optimization control equipment based on artificial intelligence. Background Technology
[0002] Subway energy optimization control equipment is a type of equipment that uses various technologies and optimization strategies to effectively reduce subway energy consumption and operating costs, thereby improving energy utilization and saving resources. Artificial intelligence can be used to effectively control the subway energy optimization control equipment, thereby improving control performance.
[0003] A search revealed application publication number CN117928069A, which discloses a method and system for optimizing and regulating subway ventilation and air conditioning, relating to the field of air conditioning regulation technology. The method includes: dividing the system into seasonal time zones; configuring the subway air conditioning system based on a fixed control mode; activating a scenario-adaptive target control mode; transmitting data back to an intelligent module based on distributed sensing devices to generate air conditioning regulation data; feeding this data back to the subway air conditioning system for regulation; simultaneously performing dynamic monitoring to determine control feedback information and relay protection response; and finally performing abnormal operation control analysis and feedback decision-making. This application primarily addresses the problem that traditional subway ventilation and air conditioning systems use a fixed operating mode, which cannot dynamically adjust according to the real-time environment and cannot promptly detect and report abnormalities. It achieves dynamic regulation of ventilation and air conditioning equipment, reduces energy consumption, improves the energy efficiency of the subway system, reduces operating costs, and enhances passenger experience.
[0004] However, existing subway systems cannot effectively optimize and control energy during operation, which easily leads to resource waste. Therefore, there is an urgent need in the market for subway energy optimization and control equipment based on artificial intelligence to solve these problems. Utility Model Content
[0005] The purpose of this invention is to provide an artificial intelligence-based subway energy optimization control device to solve the problem mentioned in the background art that existing subways cannot effectively optimize and control energy during operation, which easily leads to resource waste.
[0006] To achieve the above objectives, the present invention provides the following technical solution:
[0007] The AI-based subway energy optimization control equipment includes a control device. A 4G module is mounted on top of the control device. A support frame is mounted on one side of the control device. A constant temperature and humidity unit I is mounted on one side of the support frame. A constant temperature and humidity unit II is mounted on one side of the constant temperature and humidity unit I. A constant temperature and humidity unit III is mounted on one side of the constant temperature and humidity unit II. A ventilation device I is mounted on one side of the constant temperature and humidity unit III. A ventilation device II is mounted on one side of the ventilation device I. A temperature and humidity sensor is mounted on one side of the control device. An air quality sensor is mounted on the other side of the control device.
[0008] By adopting the above technical solutions, it is possible to conveniently optimize and control the energy of the subway, thereby saving resources.
[0009] Furthermore, a support base is installed below the support frame, a limit seat is provided at the upper end of the support base, the lower end of the support frame is located inside the limit seat, and the support frame and the limit seat are fixedly connected by fixing screws.
[0010] By adopting the above technical solution, the control device can be conveniently supported and installed using the support frame and the provided support base.
[0011] Furthermore, a control panel is installed at the front end of the first temperature and humidity machine, and a control box is installed at one end of the first temperature and humidity machine. A control panel is installed at the front end of the second temperature and humidity machine, and a control box is installed at one end of the second temperature and humidity machine. A control panel is installed at the front end of the third temperature and humidity machine, and a control box is installed at one end of the third temperature and humidity machine.
[0012] By adopting the above technical solution, the temperature and humidity machine can be easily controlled through control panel one, the temperature and humidity machine can be easily controlled through control panel two, and the temperature and humidity machine can be easily controlled through control box three.
[0013] Furthermore, heat dissipation mesh is installed inside the outer walls of the three constant temperature and humidity machines, and an exhaust pipe is provided above one end of each of the three constant temperature and humidity machines, with a connecting pipe provided at one end of the exhaust pipe.
[0014] By adopting the above technical solution, the heat dissipation mesh enables the constant temperature and humidity machine 1, constant temperature and humidity machine 2 and constant temperature and humidity machine 3 to dissipate heat better, and the exhaust pipe and connecting pipe enable convenient temperature control.
[0015] Furthermore, a control panel four is provided at one end of the ventilation device one, a control panel five is provided at one end of the ventilation device two, a base is installed below the ventilation device one and the ventilation device two, and a ventilation opening is provided above the ventilation device one and the ventilation device two.
[0016] By adopting the above technical solution, ventilation device one can be easily controlled through control panel four, and ventilation device two can be easily controlled through control panel five.
[0017] Furthermore, the first temperature and humidity machine is electrically connected to the first control box, the second temperature and humidity machine is electrically connected to the second control box, and the third temperature and humidity machine is electrically connected to the third control box.
[0018] By adopting the above technical solution, devices can be connected, thereby enabling the devices to operate.
[0019] Furthermore, the control device is electrically connected to the 4G module, the control device is electrically connected to the first temperature and humidity machine, the control device is electrically connected to the second temperature and humidity machine, the control device is electrically connected to the third temperature and humidity machine, the control device is electrically connected to the first ventilation device, the control device is electrically connected to the second ventilation device, the control device is electrically connected to the temperature and humidity sensor, and the control device is electrically connected to the air quality sensor.
[0020] By adopting the above technical solution, it is possible to easily connect devices, thereby optimizing energy consumption.
[0021] Compared with the prior art, the beneficial effects of this utility model are:
[0022] (1) When the temperature and humidity sensor detects that the temperature or humidity of the subway exceeds or falls below the set range, the present invention transmits the data to the cloud through the control device, and then through the motion control device, the temperature and humidity machine 1, temperature and humidity machine 2 and temperature and humidity machine 3 are put into operation. The temperature and humidity machine 1, temperature and humidity machine 2 and temperature and humidity machine 3 can be conveniently adjusted to the required range. At this time, the temperature and humidity machine 1, temperature and humidity machine 2 and temperature and humidity machine 3 are stopped by the control device. This can avoid the temperature and humidity machine 1, temperature and humidity machine 2 and temperature and humidity machine 3 from working continuously, thus avoiding the waste of energy.
[0023] (2) When the air quality sensor detects that the air quality is not up to standard, the present invention controls the ventilation device 1 and ventilation device 2 to work through the cloud control device, so that the air inside the subway reaches the set value. When the set value is reached, the control device can stop the ventilation device 1 and ventilation device 2 from working. This can effectively save resources. Through this setting, the subway energy can be effectively optimized and controlled. Attached Figure Description
[0024] Figure 1 This is a perspective view of the entire utility model;
[0025] Figure 2 For the present utility model Figure 1 A magnified view of a portion of area A;
[0026] Figure 3 This is a schematic diagram of the overall working principle of this utility model.
[0027] In the diagram: 1. Control device; 2. 4G module; 3. Support frame; 301. Support base; 302. Limiting seat; 303. Fixing screw; 4. Constant temperature and humidity machine one; 5. Control panel one; 6. Control box one; 7. Constant temperature and humidity machine two; 8. Control panel two; 9. Control box two; 10. Constant temperature and humidity machine three; 11. Control panel three; 12. Control box three; 13. Heat dissipation mesh; 14. Exhaust pipe; 15. Connecting pipe; 16. Ventilation device one; 17. Control panel four; 18. Ventilation device two; 19. Control panel five; 20. Base; 21. Ventilation opening; 22. Temperature and humidity sensor; 23. Air quality sensor. Detailed Implementation
[0028] The technical solutions of the present utility model will be clearly and completely described below with reference to the accompanying drawings of the embodiments of the present utility model. Obviously, the described embodiments are only some embodiments of the present utility model, and not all embodiments.
[0029] Please see Figure 1-3This utility model provides an embodiment of an artificial intelligence-based subway energy optimization control device, including a control device 1, a 4G module 2 mounted on top of the control device 1, a support frame 3 mounted on one side of the control device 1, a constant temperature and humidity machine 4 mounted on one side of the support frame 3, a constant temperature and humidity machine 7 mounted on one side of the constant temperature and humidity machine 4, a constant temperature and humidity machine 3 10 mounted on one side of the constant temperature and humidity machine 7, a ventilation device 16 mounted on one side of the constant temperature and humidity machine 3 10, a ventilation device 18 mounted on one side of the ventilation device 16, a temperature and humidity sensor 22 mounted on one side of the control device 1, an air quality sensor 23 mounted on the other side of the control device 1, a control screen 4 17 mounted at one end of the ventilation device 16, and a control screen 5 19 mounted at one end of the ventilation device 2 18. The ventilation device 16 and ventilation device 2 1... A base 20 is installed below the 8. Ventilation openings 21 are provided above both ventilation device 16 and ventilation device 28. The control device 1 can conveniently optimize and control the subway energy. The temperature and humidity sensor 22 detects the temperature inside the subway, and the device controls the working time of constant temperature and humidity machine 4, constant temperature and humidity machine 7 and constant temperature and humidity machine 3 to effectively optimize the energy. The air quality sensor 23 can monitor the air quality inside the subway, so the control device 1 can control the working time of ventilation device 16 and ventilation device 28. This can further optimize and control the energy. It should be noted that, in order to save space and highlight the innovative elements of this patent, such as the working principle and process of how the devices work together, they will not be described in detail in this patent.
[0030] See Figure 1 and Figure 2 A support base 301 is installed below the support frame 3. A limit seat 302 is provided at the upper end of the support base 301. The lower end of the support frame 3 is located inside the limit seat 302. The support frame 3 and the limit seat 302 are fixedly connected by fixing screws 303. The control device 1 can be easily supported and installed through the support frame 3.
[0031] See Figure 1The front end of the constant temperature and humidity machine 4 is equipped with a control panel 5, and one end of the constant temperature and humidity machine 4 is equipped with a control box 6. The front end of the constant temperature and humidity machine 7 is equipped with a control panel 8, and one end of the constant temperature and humidity machine 7 is equipped with a control box 9. The front end of the constant temperature and humidity machine 10 is equipped with a control panel 11, and one end of the constant temperature and humidity machine 10 is equipped with a control box 12. Heat dissipation mesh 13 is installed inside the two opposite outer walls of the constant temperature and humidity machines 4, 7, and 10. An exhaust pipe 14 is installed above one end of the constant temperature and humidity machines 4, 7, and 10, and a connecting pipe 15 is installed at one end of the exhaust pipe 14. The constant temperature and humidity machine 4 can be controlled by the control panel 5, the constant temperature and humidity machine 7 can be controlled by the control panel 8, and the constant temperature and humidity machine 10 can be controlled by the control panel 11.
[0032] See Figure 3 The constant temperature and humidity unit 4 is electrically connected to the control box 6; the constant temperature and humidity unit 7 is electrically connected to the control box 9; the constant temperature and humidity unit 3 is electrically connected to the control box 12; the control device 1 is electrically connected to the 4G module 2; the control device 1 is electrically connected to the constant temperature and humidity unit 4; the control device 1 is electrically connected to the constant temperature and humidity unit 7; the control device 1 is electrically connected to the constant temperature and humidity unit 3; the control device 1 is electrically connected to the ventilation device 16; the control device 1 is electrically connected to the ventilation device 28; the control device 1 is electrically connected to the temperature and humidity sensor 22; and the control device 1 is electrically connected to the air quality sensor 23. These electrical connections facilitate the connection between the devices, enabling effective optimization and control of subway energy.
[0033] Working Principle: During use, temperature and humidity sensors 22 and air quality sensors 23 are installed. When temperature and humidity sensor 22 detects that the subway temperature or humidity exceeds or falls below the set range, the data is transmitted to the cloud via control device 1. Control device 1 then activates constant temperature and humidity units 4, 7, and 10. These units allow for easy adjustment of the subway's internal temperature and humidity to the desired range. Control device 1 controls these units to operate. The system stops operating the three temperature and humidity control units (4, 7, and 3) to prevent them from continuously operating and wasting energy. When the air quality sensor 23 detects that the air quality is substandard, the cloud-based control device 1 controls the ventilation devices 16 and 18 to operate, thus bringing the air quality inside the subway to a set value. Once the set value is reached, the control device 1 stops the ventilation devices 16 and 18, effectively saving resources. This system effectively optimizes and controls subway energy consumption.
[0034] It will be apparent to those skilled in the art that this invention is not limited to the details of the exemplary embodiments described above, and that it can be implemented in other specific forms without departing from the spirit or essential characteristics of this invention. Therefore, the embodiments should be considered illustrative and non-limiting in all respects, and the scope of this invention is defined by the appended claims rather than the foregoing description. Thus, it is intended that all variations falling within the meaning and scope of equivalents of the claims be included within this invention. No reference numerals in the claims should be construed as limiting the scope of the claims.
Claims
1. An AI-based subway energy optimization control device, comprising a control unit (1), characterized in that: A 4G module (2) is installed above the control device (1). A support frame (3) is installed on one side of the control device (1). A constant temperature and humidity machine one (4) is installed on one side of the support frame (3). A constant temperature and humidity machine two (7) is installed on one side of the constant temperature and humidity machine one (7). A constant temperature and humidity machine three (10) is installed on one side of the constant temperature and humidity machine three (10). A ventilation device one (16) is installed on one side of the constant temperature and humidity machine three (16). A ventilation device two (18) is installed on one side of the ventilation device one (16). A temperature and humidity sensor (22) is installed on one side of the control device (1). An air quality sensor (23) is installed on the other side of the control device (1).
2. The subway energy optimization control equipment based on artificial intelligence according to claim 1, characterized in that: A support base (301) is installed below the support frame (3). A limit seat (302) is provided at the upper end of the support base (301). The lower end of the support frame (3) is located inside the limit seat (302). The support frame (3) and the limit seat (302) are fixedly connected by fixing screws (303).
3. The subway energy optimization control equipment based on artificial intelligence according to claim 2, characterized in that: The front end of the constant temperature and humidity machine 1 (4) is equipped with a control panel 1 (5), and one end of the constant temperature and humidity machine 1 (4) is equipped with a control box 1 (6). The front end of the constant temperature and humidity machine 2 (7) is equipped with a control panel 2 (8), and one end of the constant temperature and humidity machine 2 (7) is equipped with a control box 2 (9). The front end of the constant temperature and humidity machine 3 (10) is equipped with a control panel 3 (11), and one end of the constant temperature and humidity machine 3 (10) is equipped with a control box 3 (12).
4. The subway energy optimization control equipment based on artificial intelligence according to claim 3, characterized in that: Heat dissipation mesh (13) is installed inside the two opposite outer walls of the constant temperature and humidity machine one (4), constant temperature and humidity machine two (7) and constant temperature and humidity machine three (10). An exhaust pipe (14) is provided above one end of the constant temperature and humidity machine one (4), constant temperature and humidity machine two (7) and constant temperature and humidity machine three (10), and a connecting pipe (15) is provided at one end of the exhaust pipe (14).
5. The subway energy optimization control equipment based on artificial intelligence according to claim 4, characterized in that: One end of the ventilation device 1 (16) is provided with a control panel 4 (17), and one end of the ventilation device 2 (18) is provided with a control panel 5 (19). A base (20) is installed below the ventilation device 1 (16) and the ventilation device 2 (18). A ventilation opening (21) is provided above the ventilation device 1 (16) and the ventilation device 2 (18).
6. The subway energy optimization control equipment based on artificial intelligence according to claim 5, characterized in that: The constant temperature and humidity machine one (4) is electrically connected to the control box one (6), the constant temperature and humidity machine two (7) is electrically connected to the control box two (9), and the constant temperature and humidity machine three (10) is electrically connected to the control box three (12).
7. The subway energy optimization control equipment based on artificial intelligence according to claim 6, characterized in that: The control device (1) is electrically connected to the 4G module (2), the control device (1) is electrically connected to the constant temperature and humidity machine one (4), the control device (1) is electrically connected to the constant temperature and humidity machine two (7), the control device (1) is electrically connected to the constant temperature and humidity machine three (10), the control device (1) is electrically connected to the ventilation device one (16), the control device (1) is electrically connected to the ventilation device two (18), the control device (1) is electrically connected to the temperature and humidity sensor (22), and the control device (1) is electrically connected to the air quality sensor (23).