Cabinet with diversion baffle based on digital twinborn model and control method thereof
By adopting a cabinet with a guide baffle based on a digital twin model in the data center, combining intelligent control modules and adjustable louver components, real-time adjustment of airflow organization in the air wall is achieved, and the airflow regulation capability in the prior art is solved. The problem of cooling efficiency and temperature control in the cabinet improves the accuracy of cooling efficiency and temperature control.
Patent Information
- Application Number
- CN202411597322.9
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-11
- Publication Date
- 2025-02-18
AI Technical Summary
The prior art is difficult to effectively adjust the airflow structure of the air wall in the data center, resulting in the airflow in the cabinet without the ability to adjust and affect the cooling effect.
The cabinet with a flow baffle based on the digital twin model is adopted. Through intelligent control modules and adjustable louver components, the airflow organization simulation and prediction model of the digital twin model is combined to monitor and adjust the airflow distribution in the cabinet in real time.
The airflow organization optimization of the data center air supply form is achieved, the cooling efficiency in the cabinet is improved, the airflow can be adjusted instantly according to the server load changes, and the accuracy and efficiency of temperature control are improved.
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Figure CN119486041A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to a cabinet and a control method thereof, in particular to a cabinet with a guide baffle based on a digital twin model and a control method thereof. Background Art
[0002] This section merely provides background information related to the present disclosure and is not necessarily prior art.
[0003] In recent years, as the infrastructure of the Internet, big data, AI cloud computing and other industries, data centers have also experienced explosive growth. In data centers, the efficient, reliable and stable operation of air conditioning systems is crucial to ensuring data security. As the core element of temperature control in air-cooled data centers, airflow organization plays a decisive role in maintaining the safety and stable operation of computer rooms, achieving energy efficiency and reducing energy consumption.
[0004] At present, the optimization of airflow organization for data centers is mainly the optimization of the under-floor air supply form. For example, CN201922457820.4 is an airflow organization optimization system for large data centers. By setting shutters and partition walls under the raised floor to form a collection area, and controlling the air conditioning wind and shutters through temperature sensors, the distribution of cold in the closed channel is realized. This prior art can optimize the airflow organization of under-floor air supply, but is not suitable for the airflow organization form of the wind wall of the data center. CN201720963175.1 is a data center system with a wind wall structure. This prior art designs a wind wall system for use in a data center, and sets a guide plate at the vent to control the blowing direction of the air conditioning fan. This prior art can realize the airflow regulation of the channel, but has no regulation capability for the airflow entering the cabinet and the above-mentioned prior art all uses temperature sensors for regulation, which lags behind the service and chip heating time, affecting the cooling effect.
[0005] It should be noted that the information disclosed in the above background technology section is only used to enhance the understanding of the background of the present disclosure, and therefore may include information that does not constitute the prior art known to ordinary technicians in the field. Summary of the invention
[0006] Purpose of the invention: The technical problem to be solved by the present invention is to address the deficiencies in the prior art and to provide a cabinet with a guide baffle based on a digital twin model and a control method thereof.
[0007] In order to solve the above technical problems, the present invention discloses a cabinet with a guide baffle based on a digital twin model and a control method thereof, wherein the cabinet comprises:
[0008] Adjustable shutter components, intelligent control modules, adjustable baffles, server groups, and server cabinets;
[0009] The server group is installed in the server cabinet, the side of the server cabinet is open, and an adjustable baffle is installed by a hinge;
[0010] The adjustable baffle is provided with an adjustable shutter component and an intelligent control module, and the intelligent control module controls the opening and closing of the adjustable baffle and the adjustable shutter component according to the temperature in the server cabinet.
[0011] Furthermore, the cabinet further includes:
[0012] The digital twin model arranged in the intelligent control module is used to control the opening and closing angles of the adjustable baffle and the adjustable shutter components.
[0013] Furthermore, the adjustable shutter component includes:
[0014] A first set of adjustable shutters, a second set of adjustable shutters, and a third set of adjustable shutters;
[0015] The intelligent control module comprises: a first intelligent control submodule for controlling the first group of adjustable louvers, a second intelligent control submodule for controlling the second group of adjustable louvers, and a third intelligent control submodule for controlling the third group of adjustable louvers;
[0016] The first group of adjustable louvers is connected to the first intelligent control submodule through a transmission device, the second group of adjustable louvers is connected to the second intelligent control submodule through a transmission device, and the third group of adjustable louvers is connected to the third intelligent control submodule through a transmission device;
[0017] Furthermore, the digital twin model includes:
[0018] An airflow organization simulation model based on computational fluid dynamics and a prediction model based on the intrinsic orthogonal decomposition method; wherein the airflow organization simulation model is used to perform thermodynamic simulation on the cabinet and its surroundings; and the prediction model performs thermal prediction on the cabinet.
[0019] Furthermore, the airflow organization simulation model includes:
[0020] Geometric model, thermal model and airflow model; among them,
[0021] The geometric model is a virtual model of the equipment in the computer room, which serves as the calculation basis of the thermal model and the airflow model;
[0022] The thermal model is a set of temperature parameters of the thermal environment in the computer room after thermodynamic simulation, including the heat generated by the equipment, the temperature field distribution in the hot and cold channels and in the ceiling, and the air supply and return air temperature of the air conditioner;
[0023] The airflow model is a set of wind speed distributions in the computer room after thermodynamic simulation, including the inlet and outlet wind speeds of the cabinets, the wind speeds in the hot and cold channels and in the ceiling, and the air supply and return wind speeds of the air conditioners.
[0024] The present invention also proposes a cabinet control method with a guide baffle based on a digital twin model, and the control method is used to control the aforementioned cabinet, comprising the following steps:
[0025] Step 1, monitoring the real-time load of the server in the server cabinet and updating the digital twin model;
[0026] Step 2: Use the digital twin model to predict the hotspot area that will appear inside the cabinet;
[0027] Step 3: automatically adjusting the opening and closing angles of the adjustable baffles and adjustable shutter components in the cabinet according to the prediction results of the hot spot areas;
[0028] Step 4: input the opening and closing angles of the adjustable baffle and the adjustable louver component into the digital twin model, and further adjust the opening and closing angles of the adjustable baffle and the adjustable louver component.
[0029] Furthermore, the automatic adjustment of the opening and closing angles of the adjustable baffle and the adjustable shutter components in the cabinet described in step 3 specifically includes:
[0030] When the average air outlet temperature of the servers in the server cabinet is not higher than the set temperature value, the adjustable baffle is set to 90° with the cabinet, and the first group of adjustable louvers, the second group of adjustable louvers and the third group of adjustable louvers are all kept parallel to the ground.
[0031] Furthermore, the method for automatically adjusting the opening and closing angles of the adjustable baffle and the adjustable shutter components in the cabinet in step 3 further includes:
[0032] According to the prediction results of the digital twin model, when the predicted average air outlet temperature of the server in the server cabinet exceeds the set temperature value by 3°C, the adjustable baffle is driven to move so that the angle α between the adjustable baffle and the server cabinet is 60°;
[0033] When the digital twin model predicts that the air outlet temperature of the servers corresponding to the positions of the first group of adjustable shutters, the second group of adjustable shutters, and the third group of adjustable shutters exceeds the set temperature value by 3°C, the first group of adjustable shutters, the second group of adjustable shutters, and the third group of adjustable shutters are kept closed.
[0034] Furthermore, the method for automatically adjusting the opening and closing angles of the adjustable baffle and the adjustable shutter components in the cabinet in step 3 further includes:
[0035] When the digital twin model predicts that the server air outlet temperature corresponding to the first set of adjustable louvers, the second set of adjustable louvers, or the third set of adjustable louvers does not exceed the threshold, the corresponding first set of adjustable louvers, the second set of adjustable louvers, or the third set of adjustable louvers is opened to keep it parallel to the ground.
[0036] Furthermore, the width of the adjustable baffle is 300 mm and the height is the same as the height of the server cabinet.
[0037] Beneficial effects:
[0038] 1. The present invention guides more cooling airflow into the cabinet by arranging an angle-adjustable baffle on the cabinet, thereby achieving a better heat dissipation effect.
[0039] 2. The present invention arranges adjustable shutters on the adjustable baffle in different areas, and guides the cooling airflow by opening and closing the shutters in different areas, thereby achieving the effect of controlling heat dissipation in different areas.
[0040] 3. The present invention is based on the digital twin model of the data center, which instantly predicts the steady-state temperature field according to the changes in server load and adjusts the baffle angle and the opening and closing of the shutters to achieve better automatic heat dissipation effect. BRIEF DESCRIPTION OF THE DRAWINGS
[0041] The present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments, and the above and / or other advantages of the present invention will become more clear.
[0042] Figure 1 It is a schematic diagram of the principle of the present invention.
[0043] Figure 2 This is a schematic diagram of the cabinet baffle and the cabinet angle provided by the present invention.
[0044] Figure 3 Schematic diagram of the digital twin model of the present invention.
[0045] Figure 4 This is a control flow chart of the present invention.
[0046] Figure 5 This is the airflow organization simulation model of the present invention.
[0047] In the figure: 1 is an adjustable louver component, 11 is a first group of adjustable louvers, 12 is a second group of adjustable louvers, 13 is a third group of adjustable louvers, 2 is an intelligent control module, 21 is a first intelligent control submodule, 22 is a second intelligent control submodule, 23 is a third intelligent control submodule, 3 is an adjustable baffle, 4 is a server group, and 5 is a server cabinet. DETAILED DESCRIPTION
[0048] The present invention proposes a cabinet with a guide baffle based on a digital twin model and a control method thereof. The overall design idea is as follows: by setting an angle-adjustable baffle on the cabinet, more cooling airflow is guided into the cabinet. At the same time, adjustable shutters are arranged in partitions on the adjustable baffle, and the cooling airflow is guided by opening and closing the shutters in different areas; based on the digital twin model of the data room, the steady-state temperature field is predicted in real time according to the changes in server load, and the baffle angle and the opening and closing of the shutters are adjusted.
[0049] In one embodiment, Figure 1 As shown, a cabinet with a guide baffle based on a digital twin model is provided with: a first group of adjustable shutters 11 consisting of adjustable shutters I, adjustable shutters II, adjustable shutters III, adjustable shutters IV, and adjustable shutters V; a second group of adjustable shutters 12 consisting of adjustable shutters VI, adjustable shutters VII, adjustable shutters VIII, adjustable shutters IX, and adjustable shutters X; a third group of adjustable shutters 13 consisting of adjustable shutters XI, adjustable shutters XII, adjustable shutters XIII, adjustable shutters XIV, and adjustable shutters XV; an intelligent control submodule I, an intelligent control submodule II, and an intelligent control submodule III forming an intelligent control module 2; and a server group 4 and a server cabinet 5 consisting of an adjustable baffle 3, a server I, a server II, a server III, a server IV, a server V, and a server VI;
[0050] The first group of adjustable louvers is connected to the intelligent control submodule I through a transmission device, the second group of adjustable louvers is connected to the intelligent control submodule II through a transmission device, and the third group of adjustable louvers is connected to the intelligent control submodule III through a transmission device; the adjustable baffle 3 is installed on the front of the server cabinet 5, and the intelligent control module 2 is installed between the adjustable baffle 3 and the server cabinet 5; the server I, server II, server III, server IV, server V, and server VI are all installed in the server cabinet 5;
[0051] According to the above cabinet with air guide baffle based on digital twin model, a digital twin model is constructed to control it. The airflow organization simulation model of the digital twin model is based on computational fluid dynamics (CFD), and the prediction model is based on the proper orthogonal decomposition (POD) method.
[0052] like Figure 2 As shown, when the average air outlet temperature of the servers in the cabinet is not higher than the set temperature value, the angle α between the adjustable baffle 3 and the cabinet 5 is 90°, and the first, second and third groups of adjustable louvers are all kept parallel to the ground;
[0053] According to the prediction results of the digital twin model, when the predicted average air outlet temperature of the server in the cabinet exceeds the set temperature value by 3°C, the intelligent control module IV drives the adjustable baffle 3 to move so that the angle α between the adjustable baffle 3 and the server cabinet 5 is 60°;
[0054] When the digital twin model predicts that the air outlet temperature of server I, server II, server III, server IV, server V11, and server VI exceeds the set temperature by 3°C, the first, second, and third groups of blinds are kept closed;
[0055] When the digital twin model predicts that the temperature of server I and server II does not exceed the threshold, the intelligent control submodule I opens the first set of adjustable shutters to keep the shutters parallel to the ground. When the digital twin model predicts that the air outlet temperature of server III and server IV does not exceed the threshold, the intelligent control module II opens the second set of adjustable shutters to keep the shutters parallel to the ground. When the digital twin model predicts that the temperature of server V and server VI does not exceed the threshold, the intelligent control module III opens the third set of adjustable shutters to keep the shutters parallel to the ground.
[0056] like Figure 3 As shown, the digital twin model consists of an airflow organization simulation model and a prediction model; the airflow organization simulation model consists of a geometric model, a thermal model, and an airflow model. The geometric model is a virtual model of the equipment in the computer room and is the calculation basis for the thermal model and the airflow model; the thermal model is a set of temperature parameters of the thermal environment in the computer room after the airflow organization simulation, including the heat generated by the equipment, the temperature field distribution in the hot and cold channels and in the ceiling, and the air conditioning supply and return air temperature; the airflow model is a set of wind speed distribution in the computer room after the airflow organization simulation, including the cabinet inlet and outlet wind speed, the wind speed in the hot and cold channels and in the ceiling, and the air conditioning supply and return wind speed;
[0057] The control process of the cabinet with guide baffle is as follows:
[0058] Step S1: monitor the real-time load of the server and update the digital twin model to reflect the current working status of the server;
[0059] Step S2: Use the digital twin model to predict possible hot spots inside the server cabinet;
[0060] Step S3: automatically adjusting the baffles in the cabinet according to the hot spot prediction result to optimize the airflow distribution and reduce the temperature of the hot spot area;
[0061] Step S4: Feedback the baffle position information to the digital twin model, verify the effect of the baffle adjustment through airflow organization simulation, ensure that the temperature control reaches the expected target, and make further adjustments as needed.
[0062] Example:
[0063] like Figure 4 As shown, this embodiment proposes a cabinet control method with a guide baffle based on a digital twin model, and its control process is as follows:
[0064] Step S1: monitor the real-time load of the server and update the digital twin model to reflect the current working status of the server;
[0065] Step S2: Use the digital twin model to predict possible hot spots inside the server cabinet;
[0066] Step S3: automatically adjusting the baffles in the cabinet according to the hot spot prediction result to optimize the airflow distribution and reduce the temperature of the hot spot area;
[0067] Step S4: Feedback the baffle position information to the digital twin model, verify the effect of the baffle adjustment through airflow organization simulation, ensure that the temperature control reaches the expected target, and make further adjustments as needed.
[0068] like Figure 3 As shown in the figure, the digital twin model consists of an airflow organization simulation model and a prediction model; the airflow organization simulation model consists of a geometric model, a thermal model, and an airflow model; the prediction model reduces the order of the temperature field solved by the finite element method based on the intrinsic orthogonal method, extracts key modes from it, and constructs a reduced-order model. The reduced-order model is used for real-time simulation to quickly respond to operational changes in the data center, and is combined with the operating parameters of the data center computer room for machine learning to realize the simulation and prediction of data center hotspots by the prediction model.
[0069] In one embodiment, the geometric model parameters of the computer room include the height, area, return air space in the ceiling, width of the air-conditioning room, size of the air supply equipment hole, cabinet installation position, air-conditioning installation position, width of hot and cold channels, size and position of power supply equipment, size and position of air-conditioning water duct and air duct, size and position of beams and columns in the computer room; cabinet parameters include cabinet size, server size and installation position, and server power consumption under different loads; air-conditioning parameters include air-conditioning size, rated cooling capacity, rated air volume, rated power consumption, and corresponding cooling capacity and air volume under different loads; and also include property parameters of object materials and computer room boundary condition parameters.
[0070] Specifically, Figure 5 As shown, it is a model diagram of the airflow organization of the cabinet with guide baffles applied to the wind wall air supply form of the data center. The above-mentioned computer room geometric model parameters are input into the CFD software to establish the airflow organization simulation model of the computer room. When the wind wall is for double-sided air supply, the middle cabinet of a row of cabinets is used as the boundary, and the guide baffles of the cabinets on both sides are respectively facing the air supply directions on both sides.
[0071] At present, the optimization of airflow organization for cabinets is mainly aimed at the form of under-floor air supply, and there are fewer optimizations for airflow organization in the form of air wall air supply. Most of the airflow control methods in the computer room of the data center control the air supply volume and cooling capacity of the air conditioner through the supply and return air temperature. Similar methods of controlling the supply airflow through automation are also mostly based on the inlet and outlet temperatures of the cabinet. The control of these methods is based on the increase in the server load, the increase in the server temperature, which leads to the increase in the outlet temperature. After the sensor detects the temperature increase, it provides feedback and the corresponding equipment takes corresponding actions. This process is relatively lagging, and the sensor detection accuracy is also affected by various equipment in the actual operation process, resulting in feedback errors. This solution provides a cabinet with guide baffles based on a digital twin model, which is suitable for the wind wall air supply form of the data center. The digital twin model based on the airflow organization simulation model and the prediction model is used to simulate and predict the operating status of the data center. It quickly gives feedback when the server load changes, adjusts the cabinet guide baffles and shutters, and updates the model information to the airflow organization simulation model. The airflow organization simulation model compares the simulated server inlet and outlet temperatures with the parameters obtained by the actual sensor to determine whether the existing cabinet baffles and shutters meet the server operation requirements, and further deepens the adjustment of the guide baffles and shutters.
[0072] In a specific implementation, the present application provides a computer storage medium and a corresponding data processing unit, wherein the computer storage medium can store a computer program, and when the computer program is executed by the data processing unit, the invention content of a cabinet with a guide baffle based on a digital twin model and a control method thereof provided by the present invention and some or all steps in each embodiment can be run. The storage medium can be a disk, an optical disk, a read-only memory (ROM) or a random access memory (RAM), etc.
[0073] Those skilled in the art can clearly understand that the technical solutions in the embodiments of the present invention can be implemented by means of computer programs and their corresponding general hardware platforms. Based on such an understanding, the technical solutions in the embodiments of the present invention can be essentially or partly contributed to the prior art in the form of computer programs, i.e., software products, which can be stored in a storage medium and include several instructions for enabling a device including a data processing unit (which can be a personal computer, a server, a single-chip microcomputer, an MCU or a network device, etc.) to execute the methods described in various embodiments of the present invention or certain parts of the embodiments.
[0074] The present invention provides a cabinet with a guide baffle based on a digital twin model and a control method thereof. There are many methods and ways to implement the technical solution. The above is only a preferred embodiment of the present invention. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principle of the present invention. These improvements and modifications should also be regarded as the protection scope of the present invention. All components not specified in this embodiment can be implemented by existing technologies.
Claims
1. A cabinet with a guide baffle based on a digital twin model, characterized in that: include: An adjustable shutter component (1), an intelligent control module (2), an adjustable baffle (3), a server group (4) and a server cabinet (5); The server group (4) is installed in the server cabinet (5); the server cabinet (5) has an opening on the side and is provided with an adjustable baffle (3) via a hinge; The adjustable baffle (3) is provided with an adjustable shutter component (1) and an intelligent control module (2), and the intelligent control module (2) controls the opening and closing of the adjustable baffle (3) and the adjustable shutter component (1) according to the temperature in the server cabinet (5).
2. According to a cabinet with a guide baffle based on a digital twin model according to claim 1, it is characterized in that: The cabinet further includes: The digital twin model arranged in the intelligent control module (2) is used to control the opening and closing angles of the adjustable baffle (3) and the adjustable shutter component (1).
3. According to a cabinet with a guide baffle based on a digital twin model according to claim 2, it is characterized in that: The adjustable shutter component (1) comprises: A first group of adjustable shutters (11), a second group of adjustable shutters (12) and a third group of adjustable shutters (13); The intelligent control module (2) comprises: a first intelligent control submodule (21) for controlling the first group of adjustable blinds (11), a second intelligent control submodule (22) for controlling the second group of adjustable blinds (12), and a third intelligent control submodule (23) for controlling the third group of adjustable blinds (13); The first group of adjustable louvers (11) is connected to the first intelligent control submodule (21) via a transmission device, the second group of adjustable louvers (12) is connected to the second intelligent control submodule (22) via a transmission device, and the third group of adjustable louvers is connected to the third intelligent control submodule (23) via a transmission device.
4. According to the cabinet with a guide baffle based on a digital twin model according to claim 3, it is characterized in that: The digital twin model includes: An airflow organization simulation model based on computational fluid dynamics and a prediction model based on the intrinsic orthogonal decomposition method; wherein the airflow organization simulation model is used to perform thermodynamic simulation on the cabinet and its surroundings; and the prediction model performs thermal prediction on the cabinet.
5. According to the cabinet with air guide baffle based on digital twin model according to claim 4, it is characterized in that: The airflow organization simulation model comprises: Geometric model, thermal model and airflow model; among them, The geometric model is a virtual model of the equipment in the computer room, which serves as the calculation basis of the thermal model and the airflow model; The thermal model is a set of temperature parameters of the thermal environment in the computer room after thermodynamic simulation, including the heat generated by the equipment, the temperature field distribution in the hot and cold channels and in the ceiling, and the air supply and return air temperature of the air conditioner; The airflow model is a set of wind speed distributions in the computer room after thermodynamic simulation, including the inlet and outlet wind speeds of the cabinets, the wind speeds in the hot and cold channels and in the ceiling, and the air supply and return wind speeds of the air conditioners.
6. A cabinet control method with a guide baffle based on a digital twin model, characterized in that: The control method is used to control the cabinet described in any one of claims 3 to 5, comprising the following steps: Step 1, monitoring the real-time load of the server in the server cabinet (5) and updating the digital twin model; Step 2: Use the digital twin model to predict the hotspot area that will appear inside the cabinet; Step 3, automatically adjusting the opening and closing angles of the adjustable baffle (3) and the adjustable shutter component (1) in the cabinet according to the prediction result of the hot spot area; Step 4: input the opening and closing angles of the adjustable baffle (3) and the adjustable louver component (1) into the digital twin model, and further adjust the opening and closing angles of the adjustable baffle (3) and the adjustable louver component (1).
7. The cabinet control method with guide baffle based on digital twin model according to claim 6 is characterized in that: The automatic adjustment of the opening and closing angles of the adjustable baffle (3) and the adjustable shutter component (1) in the cabinet described in step 3 specifically includes: When the average air outlet temperature of the servers in the server cabinet (5) is not higher than the set temperature value, the adjustable baffle (3) is set at 90 degrees with the cabinet, and the first group of adjustable louvers (11), the second group of adjustable louvers (12) and the third group of adjustable louvers (13) are all kept parallel to the ground.
8. The cabinet control method with guide baffle based on digital twin model according to claim 7 is characterized in that: The method for automatically adjusting the opening and closing angles of the adjustable baffle (3) and the adjustable shutter component (1) in the cabinet in step 3 further includes: According to the prediction results of the digital twin model, when the predicted average air outlet temperature of the server in the server cabinet (5) exceeds the set temperature value by 3°C, the adjustable baffle (3) is driven to move so that the angle α between the adjustable baffle (3) and the server cabinet (5) is 60°; When the digital twin model predicts that the air outlet temperature of the server corresponding to the positions of the first group of adjustable louvers (11), the second group of adjustable louvers (12) and the third group of adjustable louvers (13) exceeds the set temperature value by 3°C, the first group of adjustable louvers (11), the second group of adjustable louvers (12) and the third group of adjustable louvers (13) are kept closed.
9. The cabinet control method with guide baffle based on digital twin model according to claim 8 is characterized in that: The method for automatically adjusting the opening and closing angles of the adjustable baffle (3) and the adjustable shutter component (1) in the cabinet in step 3 further includes: When the digital twin model predicts that the air outlet temperature of the server at the position corresponding to the first group of adjustable louvers (11), the second group of adjustable louvers (12) or the third group of adjustable louvers (13) does not exceed the threshold value, the corresponding first group of adjustable louvers (11), the second group of adjustable louvers (12) or the third group of adjustable louvers (13) are opened to keep them parallel to the ground.
10. The cabinet with air guide baffle based on digital twin model according to claim 1, characterized in that: The adjustable baffle (3) has a width of 300 mm and a height that is the same as that of the server cabinet (5).
Citation Information
Patent Citations
Data center system with brattice structure
CN207340389U
Airflow organization optimization system for large data center
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