A deep learning-based measurement auxiliary device for engineering cost

Abstract

The application relates to the field of measuring devices, and provides a deep learning-based measuring auxiliary device for engineering cost, which comprises a box body, a box cavity and a transmission cavity are arranged in the box body and are in communication with each other, two arrangement rods are fixedly connected to the inner wall of the box cavity, a plurality of scale sections are placed on the bottom wall of the box cavity, a positioning groove is formed in the upper end of each scale section, a plug-in block is fixedly connected to the lower end of each scale section, a permanent magnet plate is inlaid in the left and right walls of each scale section, a driven gear is rotatably connected to the inner wall of the transmission cavity, a square mounting hole is formed in the driven gear, a motor is fixedly connected to the inner wall of the transmission cavity, a driving gear is fixedly connected to the output shaft of the motor, a spiral drill bit is detachably connected to the lower end of the permanent magnet plate, a pressure sensor is connected to the spiral drill bit, a deep learning module is arranged in the pressure sensor, a pressure gauge mechanism, a magnetic force scale adding mechanism and a limiting separation mechanism are connected in the box cavity, and the pressure gauge mechanism extends to the outside of the box body. The deep learning-based measuring auxiliary device for engineering cost can significantly enhance the downward moving capacity of the spiral drill bit when hard soil is encountered.

Description

Technical Field

[0001] This invention relates to the field of measurement device technology, and specifically to a measurement auxiliary device for engineering cost estimation based on deep learning. Background Technology

[0002] The authorized utility model patent with publication number CN216815278U discloses a foldable and portable auxiliary measuring device for engineering consulting. It includes a storage box with an open top and a measuring ruler. The measuring ruler is composed of multiple ruler sections connected sequentially via connecting parts, allowing adjacent sections to be detachably connected. A mounting base is provided inside the storage box, dividing it into upper and lower cavities. The lower ends of each ruler section are inserted into the mounting base, with their lower ends in the lower cavity and their upper ends in the upper cavity. A closable lid is installed at the top opening of the storage box. This utility model, with its measuring ruler composed of multiple detachable sections, facilitates convenient storage and carrying.

[0003] However, the aforementioned patent only achieves downward movement and drilling into the soil through a threaded drill bit. In harder soil, the threads on the drill bit alone are insufficient to make the drill bit continue to move downward. Summary of the Invention

[0004] To address the aforementioned technical problems, this invention aims to provide a deep learning-based measurement auxiliary device for engineering cost estimation. To solve these problems, this invention employs the following technical solution:

[0005] A deep learning-based measurement auxiliary device for engineering cost estimation includes a housing with interconnected chambers and transmission chambers, and two organizing rods fixed to the inner wall of the chambers.

[0006] Multiple ruler sections are placed on the bottom wall of the box cavity. The ruler sections are located between two organizing rods. The upper end of the ruler section is provided with a positioning groove, and the lower end of the ruler section is fixed with a plug-in block. The left and right walls of the ruler section are inlaid with permanent magnet plates. Adjacent ruler sections are magnetically connected through their respective permanent magnet plates.

[0007] A driven gear is rotatably connected to the inner wall of the transmission cavity. A square mounting hole is provided on the driven gear. A motor is fixedly connected to the inner wall of the transmission cavity. A driving gear is fixedly connected to the output shaft of the motor. The driving gear and the driven gear mesh. A permanent magnet plate is slidably inserted into the inner wall of the square mounting hole. A spiral drill bit is detachably connected to the lower end of the permanent magnet plate. A pressure sensor is connected to the spiral drill bit. A deep learning module is provided inside the pressure sensor.

[0008] The chamber is equipped with a pressure gauge mechanism, a magnetic pressure gauge mechanism, and a limit separation mechanism. The pressure gauge mechanism extends to the outside of the chamber.

[0009] Preferably, the rear wall of the cavity is connected to the rear wall of the box body through a movable channel. The pressure gauge mechanism includes a pressure member, a wedge plate, a first permanent magnet block, a wedge block, a linkage bar, a fourth permanent magnet block, and a handle. The wedge plate is slidably connected to the inner wall of the cavity, and the wedge plate and the pressure member are fixedly connected. The first permanent magnet block and the handle are fixedly connected. The handle is slidably connected to the inner wall of the movable channel and extends to the outside of the box body. The linkage bar is slidably connected to the top wall of the cavity, and the wedge block and the fourth permanent magnet block are both fixedly connected to the linkage bar.

[0010] Preferably, the magnetic scaling mechanism includes a rack one, a rack two, and a fixed base. The rack one is fixedly connected to the permanent magnet block one, and the permanent magnet block one is fixedly connected to the handle piece through the rack one. The rack two is slidably connected to the inner wall of the box cavity. The fixed base is fixedly connected to the inner wall of the box cavity. A slide block is slidably connected to the fixed base. A transmission gear is rotatably connected to the slide block. The slide block is connected to the fixed base through an elastic element one and a balloon one. The rack one and rack two are respectively meshed with the transmission gear. A connecting block is slidably connected to the rack two. The connecting block is connected to the rack two through an elastic element three. A permanent magnet plate two is fixedly connected to the connecting block. The balloon one is connected to the balloon two through a tube body. The balloon two is fixedly connected to the handle piece. A rotating plate is rotatably connected to the handle piece through an automatic return shaft. The rotating plate abuts against the balloon two.

[0011] Preferably, the limiting separation mechanism includes permanent magnet block two and permanent magnet block three. Permanent magnet block two is fixedly connected to the connecting block. A groove is provided on the bottom wall of the box cavity. Permanent magnet block three is slidably connected to the inner wall of the groove. Permanent magnet block three is connected to the inner wall of the groove through elastic element two. The top wall of permanent magnet block three extends to the top of the groove.

[0012] Preferably, a limiting groove is formed on the inner wall of the positioning groove, and a spring is connected to the plug block.

[0013] Preferably, a guide strip is fixedly connected to the bottom wall of the cavity, and the wedge plate is slidably connected to the guide strip.

[0014] Preferably, the rack two is slidably connected to the bottom wall of the box cavity via a slider.

[0015] Preferably, a lid is movably connected to the top wall of the box.

[0016] Preferably, the two organizing rods are arranged parallel to each other.

[0017] Preferably, the box is filled with a layer of sound-insulating cotton.

[0018] The present invention has the following beneficial effects:

[0019] When encountering harder soil, it can significantly enhance the downward movement capability. By pressing the rotary vane and moving the handle up and down, the pressure component can be used to impact and press down on the ruler section, allowing the auger bit to obtain additional impact force. This effectively improves the penetration capability in hard soil or strata containing gravel, and enables multiple assisted downward movements of the auger bit, thereby improving penetration efficiency. Attached Figure Description

[0020] The present invention will be further described with reference to the accompanying drawings, but the embodiments in the drawings do not constitute any limitation on the present invention. For those skilled in the art, other drawings can be obtained based on the following drawings without creative effort.

[0021] Figure 1 This is a schematic diagram of the structure of a deep learning-based measurement auxiliary device for engineering cost estimation according to the present invention.

[0022] Figure 2 This is a front view of a deep learning-based engineering cost measurement auxiliary device according to the present invention;

[0023] Figure 3 This is the present invention. Figure 2 Enlarged view of point A in the middle;

[0024] Figure 4 This is the present invention. Figure 3 Schematic diagram of the middle fixed base;

[0025] Figure 5 This is the present invention. Figure 2 Top view of the middle chamber;

[0026] Figure 6 This is the present invention. Figure 5 Structural diagram of the center handle component;

[0027] Figure 7 This is the present invention. Figure 3 Structural diagram of the intermediate pressure component and wedge plate;

[0028] Figure 8 This is the present invention. Figure 3 Schematic diagram of the structure of the central linkage bar;

[0029] Figure 9 This is the present invention. Figure 3 A schematic diagram of the structure of the motor and the drive gear.

[0030] Reference numerals: 1. Housing; 2. Housing cavity; 3. Transmission cavity; 4. Groove; 5. Organizing rod; 6. Scale section; 7. Positioning groove; 8. Insertion block; 9. Permanent magnet plate one; 10. Spiral drill bit; 11. Driven gear; 12. Square mounting hole; 13. Drive gear; 14. Motor; 15. Pressing component; 16. Wedge plate; 17. Permanent magnet block one; 18. Rack one; 19. Rack two; 20. Permanent magnet plate two; 21. Connecting block; 22. Permanent magnet block two; 23. Transmission gear; 24. Slide; 25. Elastic element one; 26. Balloon one; 27. Fixed seat; 28. Permanent magnet block three; 29. ​​Elastic element two; 30. Wedge block; 31. Linkage bar; 32. Permanent magnet block four; 33. Handle; 34. Rotary plate; 35. Balloon two; 36. Tube body; 37. Movable channel; 38. Guide bar; 39. Elastic element three. Detailed Implementation

[0031] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0032] In the description of this invention, it should be noted that the terms "vertical," "upper," "lower," and "horizontal," etc., indicate the orientation or positional relationship based on the orientation or positional relationship shown in the accompanying drawings. They are used only for the convenience of describing the invention and for simplifying the description, and do not indicate or imply that the device or element referred to must have a specific orientation, or be constructed and operated in a specific orientation. Therefore, they should not be construed as limitations on the invention. Furthermore, "first," "second," "third," and "fourth" are used for descriptive purposes only and should not be construed as indicating or implying relative importance.

[0033] In the description of this invention, it should also be noted that, unless otherwise explicitly specified and limited, the terms "set," "install," "connect," and "link" 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 or an electrical connection; they can refer to a direct connection or a connection through an intermediate medium; and they can refer to the internal communication between two components. Those skilled in the art can understand the specific meaning of the above terms in this invention according to the specific circumstances.

[0034] like Figures 1-9 As shown, a deep learning-based engineering cost measurement auxiliary device includes a box 1, the outer wall of which is coated with anti-corrosion paint. The box 1 has a box cavity 2 and a transmission cavity 3 that are interconnected. Two sorting rods 5 are fixed to the inner wall of the box cavity 2. The sorting rods 5 are made of tungsten steel.

[0035] Multiple ruler sections 6 are placed on the bottom wall of the box cavity 2. The ruler sections 6 are located between two sorting rods 5. The upper end of the ruler section 6 is provided with a positioning groove 7. The lower end of the ruler section 6 is fixed with a plug block 8. The left and right walls of the ruler section 6 are inlaid with permanent magnet plates 9. Adjacent ruler sections 6 are magnetically connected through their respective permanent magnet plates 9.

[0036] A driven gear 11 is rotatably connected to the inner wall of the transmission cavity 3. A square mounting hole 12 is provided on the driven gear 11. A motor 14 is fixedly connected to the inner wall of the transmission cavity 3. The rated voltage of the motor 14 is 12-36V and the rated power is 80-180W. A driving gear 13 is fixedly connected to the output shaft of the motor 14. The driving gear 13 and the driven gear 11 mesh. A permanent magnet plate 9 is slidably inserted into the inner wall of the square mounting hole 12. A spiral drill bit 10 is detachably connected to the lower end of the permanent magnet plate 9. A pressure sensor is connected to the spiral drill bit 10. The pressure sensor is equipped with a deep learning module. The deep learning module can learn and reduce noise from the signal collected by the pressure sensor, thereby maintaining the accuracy of pressure data under different soil conditions and different working environments.

[0037] The chamber 2 is equipped with a pressure gauge mechanism, a magnetic gauge extension mechanism, and a limiting separation mechanism. The pressure gauge mechanism extends to the outside of the chamber 1. The pressure gauge mechanism provides impact force to the gauge section 6, facilitating the insertion of the auger bit 10 and the gauge section 6 into hard soil. The magnetic gauge extension mechanism is used for the quick connection of two gauge sections 6. The limiting separation mechanism is used to separate one gauge section 6 from the two guide rods 5 for easy connection.

[0038] The structure of housing 1, housing cavity 2, and transmission cavity 3 provides stable support and arrangement space for other components, making the layout of each functional mechanism reasonable and improving the stability and durability of the whole machine.

[0039] According to an optional embodiment of the present invention, the rear wall of the cavity 2 is connected to the rear wall of the box body 1 through the movable channel 37. The pressure gauge mechanism includes a pressure member 15, a wedge plate 16, a first permanent magnet block 17, a wedge block 30, a linkage bar 31, a fourth permanent magnet block 32, and a handle 33. The wedge plate 16 is slidably connected to the inner wall of the cavity 2, and the wedge plate 16 and the pressure member 15 are fixedly connected. The pressure member 15 is a solid steel structure with high density and large mass. The mass of the pressure member 15 is 1-1.2 kg. The first permanent magnet block 17 and the handle 33 are fixedly connected. The handle 33 is slidably connected to the inner wall of the movable channel 37 and extends to the outside of the box body 1. The linkage bar 31 is slidably connected to the top wall of the cavity 2. The wedge block 30 and the fourth permanent magnet block 32 are both fixedly connected to the linkage bar 31.

[0040] According to an optional embodiment of the present invention, the magnetic scaling mechanism includes a rack 18, a rack 29, and a fixed base 27. The rack 18 is fixedly connected to the permanent magnet block 17, and the permanent magnet block 17 is fixedly connected to the handle 33 via the rack 18. The rack 29 is slidably connected to the inner wall of the cavity 2. The fixed base 27 is fixedly connected to the inner wall of the cavity 2, and a slide 24 is slidably connected to the fixed base 27. A transmission gear 23 is rotatably connected to the slide 24. The slide 24 is connected to the fixed base 27 via an elastic element 25 and a balloon 26. The rack 18 and... Rack 29 meshes with transmission gear 23. A connecting block 21 is slidably connected to rack 29. The connecting block 21 is connected to rack 29 via elastic element 39. A permanent magnet plate 20 is fixed to the connecting block 21. Balloon 1 26 is connected to balloon 2 35 via tube 36. Balloon 2 35 is fixed to handle 33. A rotating plate 34 is rotatably connected to handle 33 via an automatic return shaft. The automatic return shaft is implemented using existing technology, such as using a torsion spring to achieve automatic return capability, which is not limited here. The rotating plate 34 abuts against balloon 2 35. Balloon 1 26, balloon 2 35, and tube 36 are made of elastic rubber material.

[0041] According to an optional embodiment of the present invention, the limiting separation mechanism includes a second permanent magnet block 22 and a third permanent magnet block 28. The second permanent magnet block 22 is fixedly connected to the connecting block 21. A groove 4 is provided on the bottom wall of the cavity 2. The third permanent magnet block 28 is slidably connected to the inner wall of the groove 4. The third permanent magnet block 28 is connected to the inner wall of the groove 4 through an elastic member 29. The top wall of the third permanent magnet block 28 extends above the groove 4.

[0042] According to an optional embodiment of the present invention, a limiting groove is formed on the inner wall of the positioning groove 7, and a spring is connected to the plug block 8.

[0043] According to an optional embodiment of the present invention, a guide strip 38 is fixedly connected to the bottom wall of the cavity 2, and the wedge plate 16 is slidably connected to the guide strip 38 to provide precise guidance for the wedge plate 16.

[0044] According to an optional embodiment of the present invention, the rack 2 19 is slidably connected to the bottom wall of the cavity 2 by a slider.

[0045] According to an optional embodiment of the present invention, a lid is movably connected to the top wall of the box 1, and the lid is used to protect the internal components of the box 1.

[0046] In an optional embodiment of the invention, the two organizing rods 5 are arranged parallel to each other to accommodate the shape of the ruler section 6.

[0047] According to an optional embodiment of the present invention, the housing 1 is filled with a sound-insulating cotton layer, which effectively reduces the noise generated by the motor 14 and other components, thereby reducing noise pollution.

[0048] Implementation process:

[0049] When motor 14 is turned on, it drives the driving gear 13 and driven gear 11 to rotate. The inner wall of the square mounting hole 12 of driven gear 11 drives the ruler 6 and the auger drill bit 10 on its inner wall to rotate, so that the auger drill bit 10 and ruler 6 drill into the soil. After the upper end of ruler 6 enters the square mounting hole 12, another ruler 6 needs to be added into the square mounting hole 12. At this time, the handle 33 is moved upward, which drives the rack 18 and permanent magnet block 17 to move upward. Permanent magnet block 17 lifts the wedge plate 16, so that the pressure piece 15 moves upward along the guide bar 38. When permanent magnet block 17 moves to the right of permanent magnet block 32, permanent magnet block 17 magnetically attracts permanent magnet block 32, so that permanent magnet block 32, linkage bar 31 and wedge block 30 move to the right. Permanent magnet block 32 moves to the right below the wedge plate 16 to facilitate subsequent support of the wedge plate 16.

[0050] When rack 18 moves upward, it drives transmission gear 23 to rotate. Transmission gear 23 drives rack 29 to move to the right. When handle 33 moves to the upper limit position, permanent magnet plate 20 and the leftmost section 6 between the two organizing rods 5 abut against each other. Guide bar 38 is compressed slightly. Permanent magnet plate 20 magnetically attracts permanent magnet plate 9 to the left of section 6. Permanent magnet block 22 is located above permanent magnet block 38 at this time. The magnetic repulsion of permanent magnet block 22 repels permanent magnet block 38. The top wall of permanent magnet block 328 overcomes the elastic force of elastic member 29 and retracts into groove 4.

[0051] As handle 33 moves downward, the top wall of permanent magnet block 4 32 supports the bottom wall of wedge plate 16. Permanent magnet plate 20 drives all scale sections 6 to move to the left. When permanent magnet block 2 22 disengages from above permanent magnet block 3 28, permanent magnet block 3 28 loses the magnetic repulsion of permanent magnet block 2 22 and moves upward under the elastic force of elastic element 2 29. The top wall of permanent magnet block 3 28 abuts against the bottom wall of the leftmost insertion block 8. When insertion block 8 moves to the left of permanent magnet block 3 28, the top wall of permanent magnet block 3 28 moves upward under the elastic force of elastic element 2 29, extending above groove 4 and blocking the insertion block 8 to the right of permanent magnet block 3 28. The leftmost scale section 6 continues to move to the left, disengaging from the magnetic connection with the scale section 6 to its right. When handle 33 moves down to the lower limit position to complete the reset, permanent magnet plate 2 20 drives scale sections 6 to move. The plug block 8 moves to the top of the square mounting hole 12 and falls into the square mounting hole 12 under the action of gravity. The plug block 8 abuts against the top wall of the ruler section 6 below it. When the wedge plate 16 moves down, it pushes the wedge block 30 to the left, thereby causing the permanent magnet block 32 to move to the left and release the support of the wedge plate 16. The pressure piece 15 abuts against the top wall of the ruler section 6 under its own gravity and moves down with the top wall of the ruler section 6. The motor 14 is turned on to drive the driven gear 11 to rotate. The ruler section 6 in the square mounting hole 12 rotates until it is aligned with the plug block 8 above. The upper ruler section 6 moves down under the pressure of the pressure piece 15. The upper plug block 8 is inserted into the lower positioning groove 7. The spring is inserted into the limiting groove to complete the connection. The connecting block 21 can slide on the rack 19, so it will not block the rotation of the ruler section 6. A glass window can be installed on the housing 1 so that the user can observe the situation inside the housing 2. If the upper plug-in block 8 cannot be aligned and inserted into the lower positioning groove 7, the permanent magnet plate 20 can be moved horizontally by moving the handle 33, thereby adjusting the position of the upper ruler 6 so that the upper plug-in block 8 can be inserted into the lower positioning groove 7.

[0052] When encountering hard soil, if the threads of the auger bit 10 alone are insufficient to continue lowering the auger bit 10, pressing down on the vane 34 causes it to rotate around the automatic return shaft. The vane 34 presses down on the second balloon 35, causing it to deflate. Gas inside the second balloon 35 enters the first balloon 26 through the tube 36, inflating the first balloon 26. This inflates the slide block 24 and the transmission gear 23, causing them to overcome the elastic force of the first elastic element 25 and move upwards. The transmission gear 23 disengages from the rack 19, and the handle 33 moves upwards to its upper limit position. The pressure element 15 then moves to... At the highest point, the handle 33 is moved down to the lower limit position to reset. During the downward movement of the handle 33, the pressure piece 15 is first supported by the permanent magnet block 4 32. Then, the pressure piece 15 loses the support of the permanent magnet block 4 32 and falls down under its own gravity. The pressure piece 15 hits the top wall of the ruler section 6, thereby allowing the auger drill bit 10 to insert into the harder soil. The handle 33 can be moved up and down multiple times to assist the auger drill bit 10 in downward movement until the auger drill bit 10 passes through the harder soil. Then, the motor 14 continues to drive the auger drill bit 10 to drill down.

[0053] After the finger releases the rotating plate 34, the rotating plate 34 reverses under the automatic return force of the automatic return shaft. Some of the gas in the first balloon 26 re-enters the second balloon 35 through the tube 36. The second balloon 35 expands, the first balloon 26 shrinks, and the slide 24 and the transmission gear 23 move down and reset under the elastic force of the elastic element 25. The transmission gear 23 re-meshes with the rack 19 to facilitate the subsequent addition of the scale 6.

[0054] The present invention has the following beneficial effects:

[0055] The ruler section 6 can be quickly aligned and connected by moving the handle 33 up and down, making it easy to add and replace the ruler section 6 and accurately position it. There is no need to manually pick up the ruler section 6 and then align and connect the two ruler sections 6. It can also prevent the motor 14 from accidentally starting and injuring personnel during the alignment and connection of the ruler section 6, improve safety, reduce manual operation time, and improve overall assembly efficiency. This design can maintain a high working rhythm in the field measurement environment.

[0056] Permanent magnet block 22, in conjunction with permanent magnet block 3, 28, enables the independent movement of a single scale section 6, avoiding the impact on the connection and conversion of other scale sections 6.

[0057] When encountering harder soil, the downward movement capability can be significantly enhanced. By pressing the rotary blade 34 and coordinating with the up-and-down movement of the handle 33, the pressure member 15 can impact and press down on the ruler section 6, enabling the auger bit 10 to obtain additional impact force, effectively improving the penetration capability in hard soil or strata containing gravel, and enabling multiple assisted downward movements of the auger bit 10, thereby improving the penetration efficiency.

[0058] The components, modules, mechanisms, and devices in this invention that are not described in detail are all general standard parts or components known to those skilled in the art. Their structures and principles can be learned by those skilled in the art through technical manuals or conventional experimental methods.

[0059] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, and are not intended to limit the scope of protection of the present invention. Although the present invention has been described in detail with reference to preferred embodiments, those skilled in the art should understand that modifications or equivalent substitutions can be made to the technical solutions of the present invention without departing from the essence and scope of the technical solutions of the present invention.

Claims

1. A deep learning-based measurement aid for engineering cost estimation, characterized in that, Includes a housing (1), on which are connected chambers (2) and transmission chambers (3). Two organizing rods (5) are fixed to the inner wall of the chamber (2). Multiple ruler sections (6) are placed on the bottom wall of the chamber (2). The ruler sections (6) are located between the two organizing rods (5). A positioning groove (7) is opened at the upper end of the ruler section (6). A plug-in block (8) is fixed to the lower end of the ruler section (6). Permanent magnet plates (9) are embedded in the left and right walls of the ruler section (6). Adjacent ruler sections (6) are magnetically connected through their respective permanent magnet plates (9). The transmission chamber (3) contains... A driven gear (11) is rotatably connected to the wall. A square mounting hole (12) is provided on the driven gear (11). A motor (14) is fixedly connected to the inner wall of the transmission cavity (3). A driving gear (13) is fixedly connected to the output shaft of the motor (14). The driving gear (13) and the driven gear (11) mesh. A permanent magnet plate (9) is slidably inserted into the inner wall of the square mounting hole (12). A spiral drill bit (10) is detachably connected to the lower end of the permanent magnet plate (9). A pressure sensor is connected to the spiral drill bit (10). A deep learning module is provided inside the pressure sensor. The box cavity (2) is connected to a pressure gauge mechanism, a magnetic pressure gauge mechanism and a limit separation mechanism, and the pressure gauge mechanism extends to the outside of the box body (1); The rear wall of the cavity (2) is connected to the rear wall of the box body (1) through the movable channel (37). The pressure gauge mechanism includes a pressure piece (15), a wedge plate (16), a permanent magnet block one (17), a wedge block (30), a linkage bar (31), a permanent magnet block four (32), and a handle piece (33). The wedge plate (16) is slidably connected to the inner wall of the cavity (2). The wedge plate (16) and the pressure piece (15) are fixedly connected. The permanent magnet block one (17) and the handle piece (33) are fixedly connected. The handle piece (33) is slidably connected to the inner wall of the movable channel (37). The handle piece (33) extends to the outside of the box body (1). The linkage bar (31) is slidably connected to the top wall of the cavity (2). The wedge block (30) and the permanent magnet block four (32) are both fixedly connected to the linkage bar (31). The magnetic scaling mechanism includes rack one (18), rack two (19), and a fixed base (27). Rack one (18) is fixed to the permanent magnet one (17), and the permanent magnet one (17) is fixed to the handle part (33) through rack one (18). Rack two (19) is slidably connected to the inner wall of the box cavity (2). The fixed base (27) is fixed to the inner wall of the box cavity (2). A slide (24) is slidably connected to the fixed base (27). A transmission gear (23) is rotatably connected to the slide (24). The slide (24) is connected to the fixed base (27) through elastic element one (25) and balloon one (26). 7) Connection, rack one (18) and rack two (19) mesh with transmission gear (23) respectively, rack two (19) is slidably connected with connecting block (21), connecting block (21) is connected to rack two (19) through elastic element three (39), permanent magnet plate two (20) is fixedly connected to connecting block (21), balloon one (26) is connected to balloon two (35) through tube body (36), balloon two (35) is fixedly connected to the handle (33), handle (33) is rotatably connected with rotating plate (34) through automatic return shaft, rotating plate (34) and balloon two (35) abut against each other; The limiting separation mechanism includes permanent magnet block two (22) and permanent magnet block three (28). Permanent magnet block two (22) is fixed to the connecting block (21). The bottom wall of the box cavity (2) is provided with a groove (4). Permanent magnet block three (28) is slidably connected to the inner wall of the groove (4). Permanent magnet block three (28) is connected to the inner wall of the groove (4) through elastic element two (29). The top wall of permanent magnet block three (28) extends to the top of the groove (4).

2. The engineering cost measurement auxiliary device based on deep learning according to claim 1, characterized in that, The positioning groove (7) has a limiting groove on its inner wall, and the plug block (8) is connected with a spring piece.

3. The engineering cost measurement auxiliary device based on deep learning according to claim 2, characterized in that, The bottom wall of the cavity (2) is fixedly connected to a guide strip (38), and the wedge plate (16) is slidably connected to the guide strip (38).

4. The engineering cost measurement auxiliary device based on deep learning according to claim 3, characterized in that, The rack 2 (19) is slidably connected to the bottom wall of the box cavity (2) by a slider.

5. The engineering cost measurement auxiliary device based on deep learning according to claim 4, characterized in that, The top wall of the box (1) is movably connected to a box cover.

6. The engineering cost measurement auxiliary device based on deep learning according to claim 5, characterized in that, The two organizing rods (5) are arranged parallel to each other.

7. A deep learning-based engineering cost measurement auxiliary device according to any one of claims 1-6, characterized in that, The box (1) is filled with a layer of sound insulation cotton.

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