A method for monitoring deformation of a cable curtain wall

By installing reinforcement devices and radar detectors on the cable curtain wall and combining it with a convolutional network model for real-time monitoring, the safety hazard caused by the deformation of the cable curtain wall was resolved, and rapid identification of curtain wall deformation and improved stability were achieved.

CN116299397BActive Publication Date: 2025-10-14CHINA CONSTR EIGHTH BUREAU DEV & CONSTR CO LTD
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Patent Information

Application Number
CN202310404401.2
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2023-04-17
Publication Date
2025-10-14
Estimated Expiration
2043-04-17

AI Technical Summary

Technical Problem

In the prior art, cable-type point-connected glass curtain walls are prone to deformation during long-term use, leading to safety hazards such as breakage or collapse, and the design does not consider that the tension effect of the cable frame may affect the main structure.

Method used

A reinforcement device is installed at the glass connection, and an angle adjustment mechanism and a radar detector are fixed on it. The radar detector monitors the distance and angle data in real time. A convolutional network is used to establish a cable curtain wall deformation monitoring model for data analysis and real-time monitoring of curtain wall deformation.

Benefits of technology

It realizes real-time deformation monitoring of the cable curtain wall, reduces safety hazards, can quickly identify deformation and perform data calculations, and improves the stability and safety of the curtain wall.

✦ Generated by Eureka AI based on patent content.

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Abstract

The application provides a cable curtain wall deformation monitoring method, and belongs to the technical field of building construction. The cable curtain wall deformation monitoring method comprises the following steps: fixing a reinforcing device at a glass connection; each reinforcing device is provided with an angle adjusting mechanism, and a radar detector is fixed on the angle adjusting mechanism; the angle adjusting mechanism can drive the radar detector to rotate at multiple angles; the radar detector monitors distance data at different angles in real time, and transmits the data to an upper computer; the upper computer analyzes the data and performs real-time monitoring; the angle adjusting mechanism comprises a rotating shaft and a rotating block, the rotating shaft is fixed above a pull rod in a threaded manner, the rotating shaft is movably connected with the rotating block, and the side surface of the rotating block is fixed with the radar detector. The application can solve the problem that the curtain wall is prone to deformation, damage and even collapse to cause safety hazards under the condition of long-time use.
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Description

TECHNICAL FIELD

[0001] The present application belongs to the technical field of building construction, and in particular relates to a cable-sash curtain wall deformation monitoring method. BACKGROUND

[0002] The curtain wall, also known as architectural curtain wall or veil wall, is a light wall with decorative effect commonly used in modern large and high-rise buildings, which is generally composed of metal, glass, stone and artificial board materials, and is installed on the outermost layer of the building, and has the functions of wall, beauty, windproof, rainproof, energy saving, etc. The curtain wall does not bear any structural load, and only bears the self-weight and wind pressure with the structural plate or column.

[0003] The cable-sash point connection full glass curtain wall is a full glass curtain wall in which the glass panel is fixed on the cable frame by a steel claw. It is composed of three parts: glass panel, cable frame and anchor structure.

[0004] The glass panel is fixed by the steel claw installed on the cable frame, and after the caulking treatment, the curtain wall system is finally formed. The glass panel, cable frame and anchor structure form the curtain wall system. The three are interdependent, mutually restricted and mutually influenced. The cable frame is suspended on the anchor structure for tensioning, so as to form a frame with fixed shape and rigidity. Therefore, in addition to bearing the main structure load (self-weight, live load, wind load, snow load and earthquake action), the anchor structure also bears the pre-tension of the cable frame and the tension (counter-thrust) generated after the cable frame is loaded. Moreover, the tension is quite large, and its effect sometimes even exceeds the effect of the load (action). If the anchor structure supporting the cable frame is not considered in the design of the main structure of the building, the cable-sash point connection glass curtain wall cannot be used (rigid frame is used instead), or the main structure must be reinforced (which may affect the architectural effect), and meanwhile, the deflection (displacement) of the anchor structure during construction and use also affects the cable frame and the panel, affects the effective pre-stress value (pre-stress loss value) of the cable frame and the shape of the cable frame, and thus affects the position and effect of the panel. The rigidity of the panel also affects the rigidity and stability of the cable frame.

[0005] At present, in the long-term use of the curtain wall, the cable is always under stress, and in the case of long-term use, the curtain wall is prone to deformation. When the curtain wall deforms greatly, the curtain wall is damaged or even collapses, which poses a safety hazard. SUMMARY

[0006] Therefore, the present application provides a cable-sash curtain wall deformation monitoring method, which can solve the problem of safety hazard caused by the curtain wall deformation in the case of long-term use.

[0007] The present application is implemented as follows:

[0008] The application provides a cable-sash curtain deformation monitoring method.

[0009] S1: fixing a reinforcing device at a glass joint;

[0010] S2: an angle adjusting mechanism is mounted on each reinforcing device, and a radar detector is fixed on the angle adjusting mechanism; the angle adjusting mechanism can drive the radar detector to rotate at multiple angles;

[0011] S3: the radar detector monitors distance data at different angles in real time and transmits the data to an upper computer;

[0012] S4: the upper computer analyzes the data and performs real-time monitoring.

[0013] Based on the above technical solution, the cable-sash curtain deformation monitoring method can be further improved as follows:

[0014] In the S1, the reinforcing device has a support frame, a plurality of fixed steel columns are oppositely arranged around the edges of the support frame, a plurality of cables are arranged on the fixed steel columns, the plurality of cables are arranged staggeredly between each pair of opposite fixed steel columns, the cables pass through a pull rod, a chuck is arranged at the front end of the pull rod, spring sheets and glass claws are arranged on the chuck, the glass claws are detachably fixedly connected with the curtain, and a circular hole for assembling the glass claws is formed in each corner of each unit of the curtain.

[0015] The beneficial effects of the above improvement scheme are that the spring sheets are arranged to enable the curtain to transfer the impact force to the spring sheets when the curtain is impacted, thereby ensuring the stability of the curtain.

[0016] Further, the angle adjusting mechanism comprises a rotating shaft and a rotating block, the rotating shaft is fixed above the pull rod in a threaded manner, the rotating shaft is movably connected with the rotating block, the side surface of the rotating block is fixed with a radar detector, and the radar detector is electrically connected with the upper computer.

[0017] The beneficial effects of the above improvement scheme are that the rotating shaft and the rotating block are arranged to enable the radar detector to rotate by 360 degrees and to enable the radar detector to take pictures at multiple angles, thereby ensuring that each direction can be monitored in real time.

[0018] Further, the bottom of the fixed steel column is provided with a square buffer block.

[0019] Further, the spring sheets and the glass claws are connected with the chuck through hinges.

[0020] Further, the top of the pull rod is provided with circular holes perpendicular to each other, and the diameters of the circular holes are greater than the diameter of the cable.

[0021] Among them, the specific steps of S4 include:

[0022] The first step is to preprocess the real-time data monitored by the radar detectors and classify the real-time data into a distance dataset and an angle dataset between two radar detectors at different time intervals, as well as a curtain wall bending deformation dataset.

[0023] Step 2: Use convolutional networks to establish a cable curtain wall deformation monitoring model;

[0024] Step 3: Use the curtain wall real-time dataset as input data and the distance dataset and angle deflection dataset as output data to optimize the cable curtain wall detection model;

[0025] Step 4: Input the real-time monitoring data of the curtain wall to be tested into the optimized cable curtain wall deformation monitoring model for calculation;

[0026] Step 5: The cable curtain wall deformation monitoring model takes the distance data and angle data between the two radar detectors as output results.

[0027] Furthermore, when the output distance data and the angle data deviate by more than 5% from the distance data and the angle data output last time, the curtain wall is deformed.

[0028] The cable curtain wall deformation monitoring model includes 1 input layer, 3 convolutional layers, 3 Relu nonlinear activation layers, 3 pooling layers, 1 fully connected layer and 1 output layer.

[0029] Wherein, the radar detector is fixed on the rotating block by gluing.

[0030] Compared with the existing technology, the beneficial effect of the cable curtain wall deformation monitoring method provided by the present invention is that it can monitor the deformation of the curtain wall in real time during the use of the glass curtain wall. At the same time, it can calculate data through the cable curtain wall deformation monitoring model to quickly determine whether there is deformation, which greatly reduces safety hazards. BRIEF DESCRIPTION OF THE DRAWINGS

[0031] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments of the present invention. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative labor.

[0032] Figure 1 This is a structural diagram of a reinforcement device for a cable curtain wall deformation monitoring method;

[0033] Figure 2 A structural diagram of a glass claw for a cable curtain wall deformation monitoring method;

[0034] Figure 3 A top view of a reinforcement device for a cable curtain wall deformation monitoring method;

[0035] Figure 4 This is a flow chart of a cable curtain wall deformation monitoring method;

[0036] Figure 5 An electrical connection diagram of a cable curtain wall deformation monitoring method;

[0037] In the accompanying drawings, the components represented by the reference numerals are as follows:

[0038] 1. Support frame; 10. Radar detector; 2. Fixed steel column; 3. Cable curtain wall; 4. Pull rod; 5. Cable; 6. Chuck; 7. Spring leaf; 8. Glass claw; 9. Angle adjustment mechanism; 91. Rotating shaft; 92. Rotating block. DETAILED DESCRIPTION

[0039] To make the purpose, technical solutions, and advantages of the embodiments of the present invention more clear, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative efforts shall fall within the scope of protection of the present invention.

[0040] Therefore, the following detailed description of the embodiments of the present invention provided in the accompanying drawings is not intended to limit the scope of the invention as claimed, but rather merely represents selected embodiments of the present invention. All other embodiments derived by persons of ordinary skill in the art based on the embodiments of the present invention without creative effort are also within the scope of protection of the present invention.

[0041] It should be noted that similar reference numerals and letters denote similar items in the following drawings, and therefore, once an item is defined in one drawing, it does not need to be further defined or explained in subsequent drawings.

[0042] In the description of the present invention, it should be understood that the terms "center", "longitudinal", "lateral", "length", "width", "thickness", "up", "down", "front", "back", "left", "right", "vertical", "horizontal", "top", "bottom", "inside", "outside", "clockwise", "counterclockwise" and the like to indicate orientations or positional relationships based on the orientations or positional relationships shown in the accompanying drawings, and are only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore should not be understood as limiting the present invention.

[0043] Furthermore, the terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the number of the technical features being referred to. Thus, a feature identified as "first" or "second" may explicitly or implicitly include one or more of the features. In the description of the present invention, "plurality" means two or more, unless otherwise specifically defined.

[0044] like Figure 4 FIG. 1 is a flow chart of a cable curtain wall deformation monitoring method provided by the present invention, comprising the following steps:

[0045] S1: Fix the reinforcement device at the glass connection;

[0046] S2: An angle adjustment mechanism 9 is installed on each reinforcement device, and a radar detector 10 is fixed on the angle adjustment mechanism 9; the angle adjustment mechanism 9 can drive the radar detector 10 to achieve multi-angle rotation;

[0047] S3: The radar detector 10 monitors the distance data at different angles in real time and transmits the data to the host computer;

[0048] S4: The host computer analyzes the data and performs real-time monitoring.

[0049] Among them, such as Figures 1-3 As shown, in the above technical solution, the reinforcement device in S1 has a support frame 1, and a plurality of fixed steel columns 2 are relatively arranged on the edges of the support frame 1. A plurality of cables 5 are arranged on the fixed steel columns 2. The plurality of cables 5 are staggered between each relative fixed steel column 2. The cables 5 pass through a pull rod 4. A chuck 6 is provided at the front end of the pull rod 4. A spring sheet 7 and a glass claw 8 are provided on the chuck 6. The glass claw 8 is detachably fixedly connected to the curtain wall. Each unit of the curtain wall has circular holes on the four corners for assembling the glass claws 8.

[0050] In use, the fixed steel column 2 is used to fix the cable 5, the cable 5 is fixed on the through hole of the pull rod 4, the glass claw 8 at the front end of the pull rod 4 is used to fix the glass curtain wall 3, the stress of the whole structure is finally borne by the support frame 1, when the tail is impacted, the glass curtain wall 3 transmits the impact force to the glass claw 8, the glass claw 8 transmits the impact force to the spring sheet 7, the spring sheet 7 generates a small range of rotation and deformation, absorbs the impact force, and restores the original shape to make the glass curtain wall 3 return to the original position and eliminate the impact.

[0051] In use, the support frame 1 is provided with the fixed steel column 2 at the edge, the bottom of the fixed steel column 2 is provided with a square buffer block, the buffer block can prevent the fixed steel column 2 from being broken due to stress concentration, the fixed steel column 2 is provided with the cable 5 arranged in a staggered manner, the cable 5 passes through the pull rod 4, the front end of the pull rod 4 is provided with the chuck 6, the chuck 6 is provided with the spring sheet 7 and the adapter claw 8, and the adapter claw 8 is detachably connected with the glass curtain wall 3.

[0052] Further, in the above technical solution, the angle adjusting mechanism 9 comprises a rotating shaft 91 and a rotating block 92, the rotating shaft 91 is fixed above the pull rod 4 in a threaded manner, the rotating shaft 91 is movably connected with the rotating block 92, and the side surface of the rotating block 92 is fixed with a radar detector 10, and the radar detector 10 is electrically connected with the upper computer.

[0053] In use, the rotating shaft 91 is powered by a motor to enable rotation, the upper computer controls the rotating shaft 91 to rotate by a certain angle, the rotating shaft 91 drives the rotating block 92 to rotate, and then the radar detector 10 can capture the angle and distance changes between the two glass claws 8 at different time intervals and different angles, and then the radar detector 10 transmits the real-time monitoring angle and distance change data to the upper computer, and the upper computer calculates by using a cable curtain wall detection model to determine whether the cable curtain wall is deformed.

[0054] Further, in the above technical solution, the bottom of the fixed steel column 2 is provided with a square buffer block.

[0055] Further, in the above technical solution, the spring sheet 7 and the glass claw 8 are connected with the chuck 6 through hinges.

[0056] Further, in the above technical solution, the top of the pull rod 4 is provided with circular holes perpendicular to each other, and the diameters of the circular holes are greater than the diameter of the cable 5.

[0057] In the above technical solution, the specific steps of S4 include:

[0058] Step 1: pre-process the real-time data monitored by the radar detector, and classify the monitored real-time data into distance data sets and angle data sets between the two radar detectors at different time intervals, and curtain wall bending deformation data sets;

[0059] Step 2: Use convolutional networks to establish a cable curtain wall deformation monitoring model;

[0060] Step 3: Use the curtain wall real-time dataset as input data and the distance dataset and angle deflection dataset as output data to optimize the cable curtain wall detection model;

[0061] Step 4: Input the real-time monitoring data of the curtain wall to be tested into the optimized cable curtain wall deformation monitoring model for calculation;

[0062] Step 5: The cable curtain wall deformation monitoring model takes the distance data and angle data between the two radar detectors as output results.

[0063] Furthermore, in the above technical solution, when the output distance data and angle data deviate from the last output distance data and angle data by more than 5%, it is considered that the curtain wall is deformed.

[0064] Cable curtain walls are prone to deformation after long-term use. When the cable curtain wall deforms, each node will produce an angle of deflection due to different forces, which is called bending deformation. When the deformation is too large, the distance between the two nodes will become longer or shorter. Therefore, the cable curtain wall deformation monitoring model is used to calculate the deflection angle and the distance between the nodes to determine whether the cable curtain wall is deformed.

[0065] Among them, in the above technical solution, the cable curtain wall deformation monitoring model includes 1 input layer, 3 convolutional layers, 3 Relu nonlinear activation layers, 3 pooling layers, 1 fully connected layer and 1 output layer.

[0066] Among them, in the above technical solution, the radar detector 10 is fixed on the rotating block 92 by gluing.

[0067] like Figures 1-3 As shown, it is the first embodiment of the present invention, including a support frame 1, a fixed steel column 2 is provided at the edge of the support frame 1, and a staggered arrangement of cables 5 is provided on the fixed steel column 2. The cables 5 pass through the pull rod 4, and the front end of the pull rod 4 is provided with a chuck 6. The chuck 6 is provided with a spring sheet 7 and a docking claw 8. The docking claw 8 is detachably connected to the glass curtain wall 3.

[0068] like Figures 1-3As shown, it is a second embodiment of the present invention, including a support frame 1, a fixed steel column 2 is provided at the edge of the support frame 1, a square buffer block is provided at the bottom of the fixed steel column 2, and the buffer block can prevent the fixed steel column 2 from breaking due to stress concentration, and the fixed steel column 2 is provided with staggered cables 5, the cables 5 pass through the pull rod 4, the front end of the pull rod 4 is provided with a chuck 6, the chuck 6 is provided with a spring sheet 7 and a docking claw 8, and the docking claw 8 is detachably connected to the glass curtain wall 3.

[0069] like Figures 1-3 The figure shows the third embodiment of the present invention, which includes a support frame 1, a fixed steel column 2 is provided on the edge of the support frame 1, and a staggered arrangement of cables 5 is provided on the fixed steel column 2. The cables 5 pass through the pull rod 4, and the top of the pull rod 4 is provided with mutually perpendicular circular holes, the diameter of the circular hole is larger than the diameter of the cable 5, and the front end of the pull rod 4 is provided with a chuck 6, and a spring sheet 7 and a docking claw 8 are provided on the chuck 6. The docking claw 8 and the glass curtain wall 3 are detachably connected.

[0070] like Figures 1-3 As shown, it is a fourth embodiment of the present invention, including a support frame 1, a fixed steel column 2 is provided at the edge of the support frame 1, and a staggered arrangement of cables 5 is provided on the fixed steel column 2. The cables 5 pass through the pull rod 4, and a chuck 6 is provided at the front end of the pull rod 4. A spring sheet 7 and a docking claw 8 are provided on the chuck 6. The docking claw 8 is detachably connected to the glass curtain wall 3, and each unit of the glass curtain wall 3 has circular holes on the four corners for assembling the docking claw 8.

[0071] like Figures 1-3 As shown, it is the fifth embodiment of the present invention, including a support frame 1, a fixed steel column 2 is provided at the edge of the support frame 1, and a staggered arrangement of cables 5 is provided on the fixed steel column 2, and the cables 5 pass through the pull rod 4, and a chuck 6 is provided at the front end of the pull rod 4, and a spring sheet 7 and a docking claw 8 are provided on the chuck 6, and the spring sheet 7 and the docking claw 8 are connected to the chuck 6 through a hinge, and the hinge connection enables the spring sheet 7 and the docking claw 8 to rotate, and the docking claw 8 and the glass curtain wall 3 are detachably connected.

[0072] like Figures 1-3 As shown, it is the sixth embodiment of the present invention, including a support frame 1, a fixed steel column 2 is provided at the edge of the support frame 1, and a staggered arrangement of cables 5 is provided on the fixed steel column 2, and the cables 5 pass through the pull rod 4, and a chuck 6 is provided at the front end of the pull rod 4, and a spring sheet 7 and a docking claw 8 are provided on the chuck 6. The upper end surface of the docking claw 8 is in contact with the lower end surface of the spring sheet 7, and the two can move relative to each other, so that the force applied to the docking claw 8 can be transmitted to the spring sheet 7, and the docking claw 8 and the glass curtain wall 3 are detachably connected.

[0073] The above description is merely a specific embodiment of the present invention, but the scope of protection of the present invention is not limited thereto. Any modifications or substitutions that can be easily conceived by a person skilled in the art within the technical scope disclosed in the present invention should be included within the scope of protection of the present invention. Therefore, the scope of protection of the present invention should be based on the scope of protection of the claims.

Claims

1. A cable curtain wall deformation monitoring method, characterized in that: The following steps are involved: S1: Fix the reinforcement device at the glass connection; S2: An angle adjustment mechanism is installed on each reinforcement device, and a radar detector is fixed on the angle adjustment mechanism; the angle adjustment mechanism can drive the radar detector to achieve multi-angle rotation; S3: The radar detector monitors distance data at different angles in real time and calculates the data using a curtain wall deformation monitoring model; S4: The curtain wall deformation monitoring model outputs the calculation results; The reinforcement device in S1 comprises a support frame, a plurality of fixed steel columns are arranged relative to each other on the edges of the support frame, a plurality of cables are arranged on the fixed steel columns, and the cables are arranged in a staggered manner between each of the relative fixed steel columns, the cables pass through a pull rod, a chuck is provided at the front end of the pull rod, a spring sheet and a glass claw are provided on the chuck, the glass claw is detachably fixedly connected to the curtain wall, and each unit of the curtain wall has circular holes at four corners for assembling the glass claws; The angle adjustment mechanism includes a rotating shaft and a rotating block. The rotating shaft is fixed above the pull rod by means of a thread. The rotating shaft is movably connected to the rotating block. A radar detector is fixed on the side of the rotating block. The radar detector is electrically connected to the host computer. The specific steps of S4 include: The first step is to preprocess the real-time data monitored by the radar detectors and classify the real-time data into a distance dataset and an angle dataset between two radar detectors at different time intervals, as well as a curtain wall bending deformation dataset. Step 2: Use convolutional networks to establish a cable curtain wall deformation monitoring model; Step 3: Use the curtain wall real-time dataset as input data and the distance dataset and angle dataset as output data to optimize the cable curtain wall detection model; Step 4: Input the real-time monitoring data of the curtain wall to be tested into the optimized cable curtain wall deformation monitoring model for calculation; Step 5: The cable curtain wall deformation monitoring model uses the distance data and angle data between the two radar detectors as output results; When the output distance data and the output angle data deviate by more than 5% from the last output distance data and the output angle data, the curtain wall is deformed.

2. A cable curtain wall deformation monitoring method according to claim 1, characterized in that: A square buffer block is provided at the bottom of the fixed steel column.

3. A cable curtain wall deformation monitoring method according to claim 2, characterized in that: The spring sheet, the glass claw and the chuck are all connected via hinges.

4. A cable curtain wall deformation monitoring method according to claim 3, characterized in that: The top of the pull rod is provided with mutually perpendicular circular holes, and the diameter of the circular holes is larger than the diameter of the pull cable.

5. The cable curtain wall deformation monitoring method according to claim 1, characterized in that: The cable curtain wall deformation monitoring model includes 1 input layer, 3 convolutional layers, 3 Relu nonlinear activation layers, 3 pooling layers, 1 fully connected layer and 1 output layer.

6. The cable curtain wall deformation monitoring method according to claim 1, characterized in that: The radar detector is fixed on the rotating block by gluing.

Citation Information

Patent Citations

  • Inhaul cable curtain wall with high reliability

    CN209211711U