A wiring connection structure for an AI model training and push integrated machine

By designing limiting grooves and a winding drum structure in the AI ​​model training and propulsion integrated machine, the problems of loose hardware connectors and messy cables were solved, achieving a stable connection between connectors and plugs and orderly cable storage, thereby improving the operational stability and maintenance convenience of the equipment.

CN224318853UActive Publication Date: 2026-06-02HEFEI FENGZHIYI SEMICON CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Utility models(China)
Current Assignee / Owner
HEFEI FENGZHIYI SEMICON CO LTD
Filing Date
2025-07-22
Publication Date
2026-06-02

AI Technical Summary

Technical Problem

In the AI ​​model training and promotion integrated machine, hardware connectors become loose due to mechanical stress and temperature changes, and the messy distribution of connecting cables affects the stability of the equipment and the difficulty of maintenance.

Method used

A line connection structure was designed, which ensures a stable connection between the plug and the connector by setting limiting grooves at both ends of the connector and combining multiple constraints of the interlocking column and the limiting plate; at the same time, the connecting wire is stored using a rotating rod and a winding drum to prevent the cable from becoming too long and messy.

Benefits of technology

It achieves a secure connection between the connector and the plug, preventing loosening and detachment, keeping the inside of the equipment clean, reducing maintenance risks, and improving the stability of equipment operation and the convenience of maintenance.

✦ Generated by Eureka AI based on patent content.

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Abstract

This utility model belongs to the technical field of training and pushing integrated machines, and particularly relates to a circuit connection structure for an AI model training and pushing integrated machine. It includes: an integrated machine housing with a housing groove; a connecting wire placed within the housing groove, with plugs installed at both ends of the connecting wire; a locking post fixed to the front end of each plug; the plug being inserted into a connector; a second ring sleeved on the locking post; connecting plates fixed at the upper and lower ends of the second ring; a limiting post fixed to the connecting plates; and a rotating rod rotatably connected within the housing groove, with the connecting wire wound up in a winding drum. This utility model has the advantages of providing multiple constraints on the connection between the connector and the plug, ensuring a stable connection and preventing the plug from falling off during long-term operation of the AI ​​model training and pushing integrated machine. It also allows for the winding and storage of the connecting wire, preventing excessively long wires from becoming tangled and hindering maintenance.
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Description

Technical Field

[0001] This utility model belongs to the technical field of training and promotion integrated machine, and particularly relates to a circuit connection structure for an AI model training and promotion integrated machine. Background Technology

[0002] The AI ​​model training and inference integrated machine is a highly integrated dedicated computing device designed to simultaneously support the training and inference tasks of artificial intelligence models. It is typically deployed in enterprise, data center, or edge computing scenarios.

[0003] Inside the AI ​​model training and promotion integrated machine, various hardware components are densely arranged. These components constitute the core computing unit and data exchange hub of the entire system. Each hardware module is designed with precise electrical interfaces, which typically use standardized connectors. The corresponding connecting cables are equipped with corresponding plugs, achieving a stable electrical connection through precise alignment and insertion.

[0004] During the initial assembly phase, technicians meticulously follow specifications to securely insert all plugs into their corresponding connectors, ensuring optimal conductivity at each contact point. However, as the equipment operates under sustained high loads, the internal environment gradually changes. Hardware components undergo periodic thermal expansion and contraction under prolonged power-on conditions, and the continuous vibration of the cooling fan is transmitted to the internal structure of the chassis. These mechanical stresses and temperature variations subtly alter the relative positions of the connectors, causing the initially tight fit to gradually loosen. Particularly during large-scale matrix operations, sudden power fluctuations in the GPU cluster cause even more pronounced mechanical stress, further exacerbating connector instability.

[0005] Meanwhile, various connecting cables crisscross within a limited space, with power lines, data lines, and signal lines each possessing different rigidity and length characteristics. Longer cables must have some slack during routing, and these redundant cables, affected by airflow disturbances and electromagnetic forces during equipment operation, gradually shift and form tangled bundles. These disordered cables can not only obstruct critical heat dissipation channels, but their own weight can also create additional separation torque on already loose connectors. More problematic, within highly integrated equipment, the tangled accumulation of cables can hinder manual operations during routine maintenance, increasing the risk of accidental contact with sensitive components. Utility Model Content

[0006] The purpose of this utility model is to address the aforementioned technical problems by providing a wiring connection structure for an AI model training and pushing integrated machine. This structure allows for multiple constraints on the connection of connectors and plugs, ensuring a secure connection and preventing plugs from falling off during long-term operation of the AI ​​model training and pushing integrated machine. It also allows for the winding and storage of connecting wires, preventing excessively long wires from causing mess and affecting maintenance.

[0007] In view of this, the present invention provides a circuit connection structure for an AI model training and promotion integrated machine, comprising:

[0008] The all-in-one machine housing has a shell groove on its upper surface. A hardware component one is installed at the rear end of the inner wall of the shell groove, and a connector is installed at the front end of the hardware component one. A hardware component two is installed at the front end of the inner wall of the shell groove, and a connector is installed at the rear end of the hardware component two. Limiting grooves are respectively opened at the upper and lower ends of the connector.

[0009] A connecting wire is placed inside a housing groove. Plugs are installed at both ends of the connecting wire. A fitting post is fixed at the front end of the plug. The plug is inserted into a connector. The fitting post is fitted with a second ring. Connecting plates are fixed at the upper and lower ends of the second ring. A limiting post is fixed on the upper surface of the connecting plate. The limiting post penetrates a limiting groove. The second ring is fitted with the first ring. Limiting plates are fixed at the upper and lower ends of the first ring. The limiting plates fit against the limiting post.

[0010] A rotating rod is rotatably connected to a housing groove. The rotating rod is equipped with multiple take-up drums, and the take-up drums are used to wind up the connecting wire.

[0011] In this technical solution,

[0012] Furthermore, the front end of the connector is provided with an annular groove, which is connected to the limiting groove, and the rear end of the connecting plate is inserted into the annular groove.

[0013] Furthermore, the limiting groove of the connector is L-shaped, with the same width in the horizontal direction as in the vertical direction.

[0014] Furthermore, the front end of the fitting post has a through hole, and the rear end of the connecting wire extends into the through hole to connect the plug.

[0015] Furthermore, the outer wall of the fitting column is provided with fitting wave patterns, the front end of the two rings is provided with fitting holes, the inner wall of the fitting holes is provided with fitting wave patterns, and the fitting column is sleeved in the fitting holes, with the fitting wave patterns of the two fitting together.

[0016] Furthermore, circular grooves are respectively opened at the upper and lower ends of the second ring, a spring is fixed at the bottom of the inner wall of the circular groove, a limit post is fixed at the top of the spring, and a limit hole is opened at the upper and lower ends of the first ring, with the top of the limit post passing through the limit hole.

[0017] Furthermore, a circular hole is provided at the front end of the first ring, and the second ring is fitted into the circular hole.

[0018] Furthermore, the plurality of take-up drums are mounted in a linear array on the rotating rod.

[0019] Furthermore, a rotating shaft is rotatably connected to one side of the integrated housing, one side of the rotating shaft is fixed to a rotating rod, and a second turntable is fixed to the other side of the rotating shaft.

[0020] Furthermore, a bracket is fixed to one side of the integrated machine housing, and a screw is threadedly connected to the bracket. One side of the screw extends into the turntable two and is threadedly connected, while the other side of the screw is fixed to the turntable one.

[0021] The beneficial effects of this utility model are:

[0022] 1. This utility model features a connector with limiting grooves at both ends. A connecting wire is placed inside the groove, and plugs are installed at both ends. A fitting post is fixed to the front end of the plug, which is inserted into the connector. The fitting post is fitted with a second ring. Connecting plates are fixed at the rear end of the second ring, and a limiting post is fixed to the upper surface of the connecting plate. The limiting post penetrates the limiting groove. The second ring is fitted with the first ring, and limiting plates are fixed at the rear end of the first ring, fitting against the limiting post. When the connector and plug need to be connected, the plug is inserted into the connector, the connecting plate is inserted into the annular groove, the limiting post penetrates the limiting groove, and the limiting plate fits against the limiting post. This achieves multiple limitations on the connection between the connector and plug, ensuring a stable connection and preventing the plug from falling off during long-term operation of the AI ​​model training and pushing integrated machine.

[0023] 2. This utility model uses a rotating rod that is rotatably connected to the housing groove. The rotating rod is equipped with multiple winding drums, which wind up the connecting wires. When the plug is inserted into the connector and the connecting wire is too long, the connecting wire is wound around the winding drum. Rotating the rotating rod causes the connecting wire to be wound up on the winding drum, thus achieving the effect of winding and storing the connecting wire, preventing the connecting wire from being too long and causing mess and crossing, which would affect the maintenance. Attached Figure Description

[0024] Figure 1 This is the front view of this utility model;

[0025] Figure 2 This is a top view of the present invention;

[0026] Figure 3 This is a cross-sectional view of the present invention;

[0027] Figure 4 This is a cross-sectional view of the rotating rod of this utility model;

[0028] Figure 5 This is a top view of the connector of this utility model;

[0029] Figure 6 This is a cross-sectional view of the connector of this utility model;

[0030] Figure 7 This is a front view of the connector of this utility model;

[0031] Figure 8 This is a side view of the plug of this utility model;

[0032] Figure 9 This is a front view of the plug of this utility model;

[0033] Figure 10 This is a side view of the annulus of this utility model;

[0034] Figure 11 This is a cross-sectional view of the annulus of this utility model;

[0035] Figure 12 This is the utility model Figure 11 Enlarged view of point A;

[0036] The markings in the diagram are as follows:

[0037] 1. Integrated housing; 2. Bracket; 3. Housing groove; 4. Hardware component one; 5. Hardware component two; 6. Rotating rod; 7. Take-up drum; 8. Turntable one; 9. Screw; 10. Turntable two; 11. Rotating shaft; 12. Connector; 13. Limiting plate; 14. Ring one; 15. Ring two; 16. Fitting post; 17. Connecting wire; 18. Plug; 19. Annular groove; 20. Limiting groove; 21. Through hole; 22. Limiting post one; 23. Connecting plate; 24. Fitting hole; 25. Limiting post two; 26. Circular hole; 27. Limiting hole; 28. Spring; 29. ​​Circular groove. Detailed Implementation

[0038] The technical solutions of the embodiments of this application will be clearly described below with reference to the accompanying drawings. Obviously, the described embodiments are only some, not all, of the embodiments of this application. All other embodiments obtained by those skilled in the art based on the embodiments of this application are within the scope of protection of this application.

[0039] It should be noted that all directional and positional terms used in this utility model, such as "up," "down," "left," "right," "front," "back," "vertical," "horizontal," "inner," "outer," "top," "lower," "lateral," "longitudinal," and "center," are only used to explain the relative positional relationships and connection arrangements between components in a specific state (as shown in the accompanying drawings). They are merely for the convenience of describing this utility model and do not require that this utility model be constructed and operated in a specific orientation; therefore, they should not be construed as limitations on this utility model. Furthermore, descriptions involving "first," "second," etc., in this utility model are for descriptive purposes only and should not be construed as indicating or implying their relative importance or implicitly specifying the number of technical features indicated.

[0040] In the description of this utility model, unless otherwise explicitly specified and limited, the terms "installation," "connection," and "joining" should be interpreted broadly. For example, they can refer to a fixed connection, a detachable connection, or an integral connection; they can refer to a mechanical connection; they can refer to a direct connection or an indirect connection through an intermediate medium; and they can refer to the internal connection of two components. Those skilled in the art can understand the specific meaning of the above terms in this utility model based on the specific circumstances.

[0041] In the description of this specification, the references to terms such as "one embodiment," "some embodiments," "illustrative embodiment," "example," "specific example," or "some examples," etc., indicate that a specific feature, structure, material, or characteristic described in connection with that embodiment or example is included in at least one embodiment or example of the present invention. In this specification, the illustrative expressions of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the specific features, structures, materials, or characteristics described may be combined in any suitable manner in one or more embodiments or examples.

[0042] Please see Figures 1 to 12 The present invention provides two embodiments:

[0043] Example 1: A wiring connection structure for an AI model training and promotion integrated machine, comprising:

[0044] The all-in-one machine housing 1 has a shell groove 3 on its upper surface. Hardware component 1 4 is installed at the rear end of the inner wall of the shell groove 3. A connector 12 is installed at the front end of hardware component 1 4. Hardware component 2 5 is installed at the front end of the inner wall of the shell groove 3. A connector 12 is installed at the rear end of hardware component 2 5. Limiting grooves 20 are respectively opened at the upper and lower ends of the connector 12.

[0045] Connecting wire 17 is placed in shell groove 3. Plugs 18 are installed at the front and rear ends of connecting wire 17 respectively. A fitting post 16 is fixed at the front end of plug 18. Plug 18 is inserted into connector 12. Fitting post 16 is sleeved on ring 15. Connecting plates 23 are fixed at the upper and lower ends of ring 15 respectively. Limiting post 22 is fixed on the upper surface of connecting plate 23. Limiting post 22 penetrates limiting groove 20. Ring 14 is sleeved on ring 15. Limiting plates 13 are fixed at the upper and lower ends of ring 14 respectively. Limiting plates 13 fit against limiting post 22.

[0046] The rotating rod 6 is rotatably connected to the housing groove 3. Multiple take-up drums 7 are installed on the rotating rod 6, and the take-up connecting line 17 is wound inside the take-up drums 7.

[0047] The connector 12 has an annular groove 19 at its front end, which is connected to the limiting groove 20. The rear end of the connecting plate 23 is inserted into the annular groove 19.

[0048] The annular groove 19 provides circumferential restraint to prevent the plug 18 from loosening due to slight rotation caused by vibration.

[0049] The width of the annular groove 19 is slightly larger than the thickness tolerance of the connecting plate 23, which facilitates quick positioning during installation and reduces insertion time.

[0050] The limiting groove 20 opened in the connector 12 is L-shaped, and the horizontal width is the same as the vertical width;

[0051] The equal width design ensures that the limiting post 22 bears uniform stress in both the lateral and longitudinal directions, avoiding wear on one side.

[0052] Users can simply push in plug 18 and rotate it 90° to complete the mechanical locking, without tools.

[0053] The front end of the fitting post 16 has a through hole 21, and the rear end of the connecting wire 17 extends into the through hole 21 to connect the plug 18.

[0054] The through hole 21 facilitates the connection of the cable 17 to the plug 18.

[0055] The outer wall of the interlocking post 16 is provided with interlocking wave patterns, the front end of the ring 2 15 is provided with an interlocking hole 24, the inner wall of the interlocking hole 24 is provided with interlocking wave patterns, the interlocking post 16 is sleeved in the interlocking hole 24, and the interlocking wave patterns of the two are interlocked.

[0056] The corrugated pattern of the interlocking column 16 is asymmetrical sawtooth, with a pressure surface angle of 55° and a separation surface angle of 30°; the corrugated pattern of the interlocking hole 24 of the ring 15 is a mirror match.

[0057] The 55° pressure surface ensures self-locking after insertion, while the 30° separation surface reduces disassembly force by 40%.

[0058] Meanwhile, the corrugated pattern of the mating post 16 and the corrugated pattern of the mating hole 24 have a certain degree of elasticity, allowing the mating post 16 and the ring 15 to be installed and removed by insertion and removal.

[0059] The upper and lower ends of the second ring 15 are respectively provided with circular grooves 29, and a spring 28 is fixed at the bottom of the inner wall of the circular groove 29. The top of the spring 28 is fixed with a limit post 25. The upper and lower ends of the first ring 14 are respectively provided with limit holes 27, and the top of the limit post 25 passes through the limit hole 27.

[0060] Pressing the spring 28 allows the second limiting post 25 to move up and down as needed, facilitating the installation and removal of the first ring 14. The second limiting post 25 passes through the limiting hole 27, thus limiting the first ring 14. At the same time, it allows the limiting plate 13 to fit against the first limiting post 22, preventing the plug 18 from rotating and falling off.

[0061] A circular hole 26 is provided at the front end of the first ring 14, and the second ring 15 is fitted into the circular hole 26.

[0062] The circular hole 26 facilitates the connection between the second circular ring 15 and the first circular ring 14.

[0063] In this embodiment, when it is necessary to connect the connector 12 and the plug 18, the plug 18 is inserted into the connector 12, and simultaneously the fitting post 16 is inserted into the fitting hole 24 of the second ring 15 and fitted together. At the same time, the connecting plate 23 is inserted into the annular groove 19, and the first limiting post 22 enters the limiting groove 20. Then, the second ring 15 is rotated so that the first limiting post 22 enters the transverse groove of the limiting groove 20. Finally, the second ring 15 is inserted into the circular hole 26 of the first ring 14, and the first ring 14 is rotated so that the limiting plate 13 fits against the first limiting post 22, while the second limiting post 25 penetrates through the limiting hole 27. This achieves multiple constraints on the connection between the connector 12 and the plug 18, making the connection between the connector 12 and the plug 18 stable and preventing the plug 18 from falling off due to long-term operation of the AI ​​model training and pushing integrated machine.

[0064] Example 2:

[0065] The difference between this embodiment and Embodiment 1 is that:

[0066] Multiple take-up drums 7 are arranged in a linear row on the rotating rod 6;

[0067] Multiple winding drums 7 can individually wind up each connecting wire 17, avoiding tangling of multiple connecting wires 17.

[0068] One side of the all-in-one machine housing 1 is rotatably connected to a rotating shaft 11. One side of the rotating shaft 11 is fixed to a rotating rod 6, and a turntable 10 is fixed to the other side of the rotating shaft 11.

[0069] Rotating turntable 10 allows the rotating shaft 11, rotating rod 6, and winding drum 7 to rotate as needed, enabling the excessively long connecting wire 17 to be wound up and preventing messy accumulation.

[0070] A bracket 2 is fixed on one side of the all-in-one machine housing 1. A screw 9 is threadedly connected to the bracket 2. One side of the screw 9 extends into the turntable 10 and is threadedly connected. A turntable 8 is fixed on the other side of the screw 9.

[0071] One side of the screw 9 extends into the turntable 10 and is threaded, so that the winding drum 7 after the winding connection line 17 can be positioned and locked.

[0072] In this embodiment, after the plug 18 is inserted into the connector 12, if the connecting wire 17 is too long, it is wound around the take-up drum 7. Then, the turntable 10 is rotated, causing the shaft 11, the rod 6, and the take-up drum 7 to rotate. The take-up drum 7 winds the connecting wire 17 to a suitable length. Finally, the screw 9 is rotated so that it extends into the turntable 10 for threaded connection. This achieves the effect of winding and storing the connecting wire 17, preventing it from becoming too long and causing messy crossings that would affect maintenance.

[0073] The embodiments of this application have been described above with reference to the accompanying drawings. Unless otherwise specified, the embodiments and features in the embodiments of this application can be combined with each other. This application is not limited to the specific embodiments described above. The specific embodiments described above are merely illustrative and not restrictive. Those skilled in the art can make many other forms under the guidance of this application without departing from the spirit and scope of the claims, and all of these forms are within the protection scope of this application.

Claims

1. A circuit connection structure for an AI model training and promotion integrated machine, characterized in that... ,include: The all-in-one machine housing (1) has a shell groove (3) on its upper surface. A hardware component one (4) is installed at the rear end of the inner wall of the shell groove (3). A connector (12) is installed at the front end of the hardware component one (4). A hardware component two (5) is installed at the front end of the inner wall of the shell groove (3). A connector (12) is installed at the rear end of the hardware component two (5). Limiting grooves (20) are respectively opened at the upper and lower ends of the connector (12). A connecting wire (17) is placed in the shell groove (3). A plug (18) is installed at both ends of the connecting wire (17). A fitting post (16) is fixed at the front end of the plug (18). The plug (18) is inserted into the connector (12). The fitting post (16) is sleeved on the second ring (15). A connecting plate (23) is fixed at the upper and lower ends of the second ring (15). A limiting post (22) is fixed on the upper surface of the connecting plate (23). The limiting post (22) penetrates the limiting groove (20). The second ring (15) is sleeved on the first ring (14). A limiting plate (13) is fixed at the upper and lower ends of the first ring (14). The limiting plate (13) fits against the limiting post (22). The rotating rod (6) is rotatably connected to the shell groove (3). The rotating rod (6) is equipped with multiple take-up drums (7), and the take-up drums (7) are used to take up the connecting wire (17).

2. The circuit connection structure for an AI model training and promotion integrated machine according to claim 1, characterized in that: The connector (12) has an annular groove (19) at its front end, which is connected to the limiting groove (20). The rear end of the connecting plate (23) is inserted into the annular groove (19).

3. The circuit connection structure for an AI model training and promotion integrated machine according to claim 1, characterized in that: The limiting groove (20) of the connector (12) is L-shaped, with the same width in the horizontal direction as in the vertical direction.

4. The circuit connection structure for an AI model training and promotion integrated machine according to claim 1, characterized in that: The front end of the fitting post (16) is provided with a through hole (21), and the rear end of the connecting line (17) extends into the through hole (21) to connect the plug (18).

5. The circuit connection structure for an AI model training and promotion integrated machine according to claim 1, characterized in that: The outer wall of the fitting column (16) is provided with a fitting wave pattern, and the front end of the ring (15) is provided with a fitting hole (24). The inner wall of the fitting hole (24) is provided with a fitting wave pattern. The fitting column (16) is fitted into the fitting hole (24), and the fitting wave patterns of the two are fitted together.

6. The circuit connection structure for an AI model training and promotion integrated machine according to claim 1, characterized in that: The second ring (15) has a groove (29) at both the top and bottom. A spring (28) is fixed at the bottom of the inner wall of the groove (29). A limit post (25) is fixed at the top of the spring (28). A limit hole (27) is opened at both the top and bottom of the first ring (14). The top of the limit post (25) passes through the limit hole (27).

7. The circuit connection structure for an AI model training and promotion integrated machine according to claim 1, characterized in that: The first ring (14) has a circular hole (26) at its front end, and the second ring (15) is fitted into the circular hole (26).

8. The circuit connection structure for an AI model training and promotion integrated machine according to claim 1, characterized in that: The multiple take-up drums (7) are arranged in a linear row on the rotating rod (6).

9. The circuit connection structure for an AI model training and promotion integrated machine according to claim 1, characterized in that: The integrated housing (1) is rotatably connected to a rotating shaft (11) on one side. One side of the rotating shaft (11) is fixed to a rotating rod (6), and a turntable (10) is fixed to the other side of the rotating shaft (11).

10. The circuit connection structure for an AI model training and promotion integrated machine according to claim 9, characterized in that: A bracket (2) is fixed on one side of the integrated machine housing (1). A screw (9) is threadedly connected to the bracket (2). One side of the screw (9) extends into the turntable (10) and is threadedly connected. A turntable (8) is fixed on the other side of the screw (9).