Building settlement observation device and use method thereof based on image recognition
By designing a building settlement observation device including reference columns, observation platform, recording box and data storage, combined with image recognition technology and protective components, the problems of low accuracy and instability of building settlement observation in the prior art are solved, and the problem of low accuracy and instability of building settlement observation in the prior art is realized. More accurate and reliable settlement observations and data interpretation.
Patent Information
- Application Number
- CN202311015582.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2023-08-14
- Publication Date
- 2025-02-21
AI Technical Summary
The existing building settlement observation devices have low accuracy, and cannot distinguish between ground settlement and building settlement, and there is instability.
A building settlement observation device was designed, including reference columns, observation platform, horizontal recording box, vertical recording box and data storage. The image recognition technology was used to collect data through high-definition cameras and rangefinders, and combined with recording marks and protective components to achieve More accurate settlement observations.
It improves the accuracy and reliability of building settlement observations, can accurately distinguish ground settlement and building settlement, reduces the risk of erosion of equipment, and provides real-time visual data interpretation through terminal data calculation and analysis.
Smart Images

Figure CN119492354A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of building settlement, and in particular to a building settlement observation device and a use method thereof based on image recognition. Background Art
[0002] Building settlement refers to the phenomenon that the foundation moves vertically downward during the construction or use period of the building due to the weight of the building or other external forces in extremely bad weather. During the construction or use period of existing buildings, settlement observation devices are usually installed to observe whether the building moves up or down and the range of the up or down movement, so as to improve the safety of the construction or use of the building. The existing building settlement observation devices still have the following disadvantages when used:
[0003] First, the existing building settlement observation device is usually fixed to the building, and settles with the building. The settlement distance is judged by observing the displacement of the device. This observation device has great limitations, low observation accuracy, and large errors in the observation results.
[0004] Second, the building settlement observation device cannot determine whether the observed settlement data is caused by ground settlement or building settlement, and the observed results are unstable.
[0005] Therefore, it is necessary to develop a building settlement observation device and a method of using the same based on image recognition. After searching, no technical solution identical to the present invention was found. Summary of the invention
[0006] The main technical problem solved by the present invention is to provide a building settlement observation device and a method of using the same based on image recognition, so as to solve one or more of the above-mentioned prior art problems.
[0007] In order to solve the above technical problems, a technical solution adopted by the present invention is: a building settlement observation device, the innovation of which is: comprising:
[0008] The reference column is arranged beside the building wall and is vertically inserted into the ground;
[0009] An observation platform, the bottom center of which is fixed on the top of the reference column;
[0010] A horizontal recording box, wherein a first high-definition camera and a first rangefinder are arranged in the horizontal recording box, a first photographing hole and a first rangefinder are arranged on a side of the horizontal recording box facing the building wall, the first high-definition camera faces the first photographing hole, and the first rangefinder faces the first rangefinder;
[0011] A vertical recording box, wherein a second high-definition camera and a second rangefinder are arranged in the vertical recording box, a second photographing hole and a second rangefinder are arranged on the side of the vertical recording box facing the bottom surface, the second high-definition camera faces the second photographing hole, and the second rangefinder faces the second rangefinder;
[0012] A data storage device, which is installed on the observation platform and can transmit and store data unidirectionally wirelessly with the first high-definition camera, the first rangefinder, the second high-definition camera, and the second rangefinder;
[0013] A recording mark is set on the wall of the building, the recording mark is in the shape of a "cross", the center point of the recording mark and the center point of the lens of the first high-definition camera are on the same horizontal line, and the recording mark is provided with standard positive and negative distance scales in the vertical and horizontal directions with the center as the 0 point.
[0014] In some embodiments, the building settlement observation device further includes a protection component, wherein the protection component includes at least one supporting column arranged on the observation platform and a protection top arranged on the top of the supporting column.
[0015] In some embodiments, the protective roof is provided with downwardly disposed eaves around its four edges, and the eaves do not block the photographing angle of the first high-definition camera.
[0016] In some embodiments, anti-fouling films are provided on the lenses of the first high-definition camera and the second high-definition camera.
[0017] A method for using building settlement observation based on image recognition comprises the following steps:
[0018] 1) Determine the base point, adjust the observation platform and record the reference position, and complete the installation of the equipment;
[0019] 2) Testing and recording initial data. After the building settlement observation device is powered on, the first photo of the recording mark taken by the first high-definition camera is recorded as A1, the first distance between the building wall and the building settlement observation device measured by the first rangefinder is S1, the first photo of the ground taken by the second high-definition camera is recorded as B1, and the first distance between the ground and the building settlement observation device measured by the second rangefinder is M1. All data are stored in the data storage device;
[0020] 3) Data collection, after completing the recording and storage of the initial data, with a period of 5 days, the first high-definition camera takes pictures of the recording mark, and the data is recorded as A2, A3, A4..., the first rangefinder measures the distance between the building wall and the building settlement observation device, and the data is recorded as S2, S3, S4..., the second high-definition camera takes pictures of the ground, and the data is recorded as B2, B3, B4..., the second rangefinder measures the distance between the ground and the building settlement observation device, and the data is recorded as M2, M3, M4...;
[0021] 4) Data calculation: According to the comparison and calculation of A2, A3, A4... and A1, the settlement distance of the building can be obtained as h2, h3, h4... and the inclination angle of the building relative to the left and right sides of the first high-definition camera can be obtained as α2, α3, α4...; According to the comparison and calculation of S2, S3, S4... and S1, the inclination angle of the building relative to the front and back directions of the first high-definition camera can be obtained as β2, β3, β4.
[0022] 4..., according to the comparison of B2, B3, B4... and B1, the degree of ground change can be obtained, and according to the comparison and calculation of M2, M3, M4... and M1, the ground settlement height m2, m3, m4... can be obtained;
[0023] 5) Data analysis: based on h2, h3, h4, etc., a line graph is drawn on the terminal to express the height and rate of building settlement. Based on α2, α3, α4, etc., a line graph is drawn on the terminal to express the inclination angle and inclination speed of the building in the left and right directions. Based on β2, β3, β4, etc., a line graph is drawn on the terminal to express the inclination angle and inclination speed of the building in the left and right directions.
[0024] A line graph is drawn on the terminal to express the tilt angle and tilt speed of the building in the front and rear directions. A line graph is drawn on the terminal based on m2, m3, m4... to express the settlement height and rate of the ground.
[0025] In some embodiments, after rainy weather, the first high-definition camera, the first rangefinder, the second high-definition camera and the second rangefinder will each measure an additional set of data and record the data as real-time recording times. With this recording feature, it can be used to analyze and calculate the impact of rainy weather on building settlement.
[0026] In some implementations, when various data are close to the critical data of the building design, the terminal will issue an early warning, so that engineers and construction parties can take remedial measures as soon as possible.
[0027] In some embodiments, the data in the data storage device may be collected periodically or a wireless transmitter may be installed to transmit the data to the terminal in real time.
[0028] In some implementations, the terminal has built-in software for calculating distance and angle.
[0029] The beneficial effects of the present invention are: the reference column in the present technical solution is inserted at least five meters below the bottom surface, avoiding the possibility of settlement of the reference column, and making data recording more accurate. The protective roof and eaves in the present technical solution can effectively reduce the erosion of the equipment by wind and sun, so as to protect the equipment; in the present technical solution, energy saving can be maximized without affecting data collection by periodically recording data. In the present technical solution, data is calculated and analyzed by the terminal, and the data is visualized, which can facilitate personnel to interpret the data and facilitate substantial remedial measures through the data. The equipment body of the present technical solution is simple, low-cost, and easy to install. The terminal is used to calculate and analyze big data, ensuring visualization and accuracy. At the same time, the terminal can make the data real-time. BRIEF DESCRIPTION OF THE DRAWINGS
[0030] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for describing the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative work, among which:
[0031] Figure 1 It is a structural schematic diagram of a building settlement observation device of the present invention.
[0032] Figure 2 It is a structural schematic diagram of a recording mark of a building settlement observation device of the present invention. DETAILED DESCRIPTION
[0033] The technical solutions in the embodiments of the present invention are described clearly and completely below. 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 creative work are within the scope of protection of the present invention.
[0034] Real-time Example 1
[0035] like Figure 1 and Figure 2 As shown, the embodiment of the present invention includes:
[0036] A building settlement observation device, comprising a reference column 100, the reference column 100 is arranged beside the building wall and the reference column 100 is vertically inserted into the ground; an observation platform 101, the bottom center of the observation platform 101 is fixed to the top of the reference column 100; a horizontal recording box 102, the horizontal recording box 102 is provided with a first high-definition camera and a first rangefinder, the side of the horizontal recording box 102 facing the building wall is provided with a first photographing hole and a first rangefinder, the first high-definition camera faces the first photographing hole, and the first rangefinder faces the first rangefinder; a vertical recording box 103, the vertical recording box 103 is provided with a second high-definition camera and a second rangefinder, the side of the vertical recording box 103 facing the bottom surface A second photographing hole and a second ranging hole are provided on the observation platform 101, the second high-definition camera is facing the second photographing hole, and the second rangefinder is facing the second ranging hole; a data storage device 104, which is installed on the observation platform 101 and can transmit data and store data with the first high-definition camera, the first rangefinder, the second high-definition camera and the second rangefinder in a one-way wireless manner; a recording mark 200, which is set on the wall of the building, and the recording mark 200 is in a "cross" shape, and the center point of the recording mark 200 is on the same horizontal line as the center point of the lens of the first high-definition camera, and the recording mark 200 is provided with standard positive and negative distance scales in the vertical and horizontal directions with the center as the 0 point.
[0037] In this embodiment, the building settlement observation device also includes a protective component, which includes at least one supporting column 300 arranged on the observation platform 101 and a protective top 301 arranged on the top of the supporting column 300; the protective top 301 is provided with eaves 302 set downward on the four edges thereof, and the eaves 302 do not block the shooting angle of the first high-definition camera; the lenses of the first high-definition camera and the second high-definition camera are both provided with anti-fouling films.
[0038] A method for using building settlement observation based on image recognition comprises the following steps:
[0039] 1) Determine the base point, adjust the reference position of the observation platform 101 and the recording mark 200, and complete the installation of the equipment;
[0040] 2) Testing and recording initial data. After the building settlement observation device is powered on, the first photo of the recording mark 200 taken by the first high-definition camera is recorded as A1, the first distance between the building wall and the building settlement observation device measured by the first rangefinder is S1, the first photo of the ground taken by the second high-definition camera is recorded as B1, and the first distance between the ground and the building settlement observation device measured by the second rangefinder is M1. All data are stored in the data storage device 104;
[0041] 3) Data collection, after completing the recording and storage of the initial data, with a period of 5 days, the first high-definition camera takes pictures of the recording mark 200, and the data is recorded as A2, A3, A4..., the first rangefinder measures the distance between the building wall and the building settlement observation device, and the data is recorded as S2, S3, S4..., the second high-definition camera takes pictures of the ground, and the data is recorded as B2, B3, B4..., the second rangefinder measures the distance between the ground and the building settlement observation device, and the data is recorded as M2, M3, M4...;
[0042] 4) Data calculation: According to the comparison and calculation of A2, A3, A4... and A1, the settlement distance of the building can be obtained as h2, h3, h4... and the inclination angle of the building relative to the left and right sides of the first high-definition camera can be obtained as α2, α3, α4...; According to the comparison and calculation of S2, S3, S4... and S1, the inclination angle of the building relative to the front and back directions of the first high-definition camera can be obtained as β2, β3, β4.
[0043] 4..., according to the comparison of B2, B3, B4... and B1, the degree of ground change can be obtained, and according to the comparison and calculation of M2, M3, M4... and M1, the ground settlement height m2, m3, m4... can be obtained;
[0044] 5) Data analysis: based on h2, h3, h4, etc., a line graph is drawn on the terminal to express the height and rate of building settlement. Based on α2, α3, α4, etc., a line graph is drawn on the terminal to express the inclination angle and inclination speed of the building in the left and right directions. Based on β2, β3, β4, etc., a line graph is drawn on the terminal to express the inclination angle and inclination speed of the building in the left and right directions.
[0045] A line graph is drawn on the terminal to express the tilt angle and tilt speed of the building in the front and rear directions. A line graph is drawn on the terminal based on m2, m3, m4... to express the settlement height and rate of the ground.
[0046] In this embodiment, when various data are close to the critical data of the building design, the terminal will issue an early warning, so that engineers and construction parties can take remedies as soon as possible; the terminal has built-in software for calculating distances and angles.
[0047] Real-time Example 1
[0048] like Figure 1 and Figure 2 As shown, the embodiment of the present invention includes:
[0049] A building settlement observation device, comprising a reference column 100, the reference column 100 is arranged beside the building wall and the reference column 100 is vertically inserted into the ground; an observation platform 101, the bottom center of the observation platform 101 is fixed to the top of the reference column 100; a horizontal recording box 102, the horizontal recording box 102 is provided with a first high-definition camera and a first rangefinder, the side of the horizontal recording box 102 facing the building wall is provided with a first photographing hole and a first rangefinder, the first high-definition camera faces the first photographing hole, and the first rangefinder faces the first rangefinder; a vertical recording box 103, the vertical recording box 103 is provided with a second high-definition camera and a second rangefinder, the side of the vertical recording box 103 facing the bottom surface A second photographing hole and a second ranging hole are provided on the observation platform 101, the second high-definition camera is facing the second photographing hole, and the second rangefinder is facing the second ranging hole; a data storage device 104, which is installed on the observation platform 101 and can transmit data and store data with the first high-definition camera, the first rangefinder, the second high-definition camera and the second rangefinder in a one-way wireless manner; a recording mark 200, which is set on the wall of the building, and the recording mark 200 is in a "cross" shape, and the center point of the recording mark 200 is on the same horizontal line as the center point of the lens of the first high-definition camera, and the recording mark 200 is provided with standard positive and negative distance scales in the vertical and horizontal directions with the center as the 0 point.
[0050] In this embodiment, the building settlement observation device also includes a protective component, which includes at least one supporting column 300 arranged on the observation platform 101 and a protective top 301 arranged on the top of the supporting column 300; the protective top 301 is provided with eaves 302 set downward on the four edges thereof, and the eaves 302 do not block the shooting angle of the first high-definition camera; the lenses of the first high-definition camera and the second high-definition camera are both provided with anti-fouling films.
[0051] A method for using building settlement observation based on image recognition comprises the following steps:
[0052] 1) Determine the base point, adjust the reference position of the observation platform 101 and the recording mark 200, and complete the installation of the equipment;
[0053] 2) Testing and recording initial data. After the building settlement observation device is powered on, the first photo of the recording mark 200 taken by the first high-definition camera is recorded as A1, the first distance between the building wall and the building settlement observation device measured by the first rangefinder is S1, the first photo of the ground taken by the second high-definition camera is recorded as B1, and the first distance between the ground and the building settlement observation device measured by the second rangefinder is M1. All data are stored in the data storage device 104;
[0054] 3) Data collection, after completing the recording and storage of the initial data, with a period of 5 days, the first high-definition camera takes pictures of the recording mark 200, and the data is recorded as A2, A3, A4..., the first rangefinder measures the distance between the building wall and the building settlement observation device, and the data is recorded as S2, S3, S4..., the second high-definition camera takes pictures of the ground, and the data is recorded as B2, B3, B4..., the second rangefinder measures the distance between the ground and the building settlement observation device, and the data is recorded as M2, M3, M4...;
[0055] 4) Data calculation: According to the comparison and calculation of A2, A3, A4... and A1, the settlement distance of the building can be obtained as h2, h3, h4... and the inclination angle of the building relative to the left and right sides of the first high-definition camera can be obtained as α2, α3, α4...; According to the comparison and calculation of S2, S3, S4... and S1, the inclination angle of the building relative to the front and back directions of the first high-definition camera can be obtained as β2, β3, β4.
[0056] 4..., according to the comparison of B2, B3, B4... and B1, the degree of ground change can be obtained, and according to the comparison and calculation of M2, M3, M4... and M1, the ground settlement height m2, m3, m4... can be obtained;
[0057] 5) Data analysis: based on h2, h3, h4, etc., a line graph is drawn on the terminal to express the height and rate of building settlement. Based on α2, α3, α4, etc., a line graph is drawn on the terminal to express the inclination angle and inclination speed of the building in the left and right directions. Based on β2, β3, β4, etc., a line graph is drawn on the terminal to express the inclination angle and inclination speed of the building in the left and right directions.
[0058] A line graph is drawn on the terminal to express the tilt angle and tilt speed of the building in the front and rear directions. A line graph is drawn on the terminal based on m2, m3, m4... to express the settlement height and rate of the ground.
[0059] In some embodiments, after rainy weather, the first high-definition camera, the first rangefinder, the second high-definition camera and the second rangefinder will each measure an additional set of data, which will be recorded as real-time recording times. With this recording feature, it can be used to analyze and calculate the impact of rainy weather on building settlement; when various data are close to the critical data of the building design, the terminal will issue an early warning, so that engineers and construction parties can remedy the situation as soon as possible; the data in the data storage device 104 can be collected regularly or a wireless transmitter can be installed to transmit the data to the terminal in real time; the terminal has built-in software for calculating distance and angle.
[0060] The beneficial effects of the present invention are: the reference column 100 in the present technical solution is inserted at least five meters below the bottom surface, avoiding the possibility of settlement of the reference column 100, and making data recording more accurate. The protective roof 301 and eaves 302 in the present technical solution can effectively reduce the erosion of the equipment by wind and sun, so as to achieve the function of protecting the equipment; in the present technical solution, energy saving can be maximized without affecting data collection by periodically recording data. In the present technical solution, data is calculated and analyzed by the terminal, and the data is visualized, which can facilitate personnel to interpret the data and facilitate substantial remedial measures through the data. The equipment body of the present technical solution is simple, low-cost, and easy to install. The terminal is used to calculate and analyze big data, ensuring visualization and accuracy. At the same time, the terminal can make the data real-time.
[0061] The above descriptions are merely embodiments of the present invention and are not intended to limit the patent scope of the present invention. Any equivalent structure or equivalent process transformation made using the contents of the present invention specification, or directly or indirectly applied in other related technical fields, are also included in the patent protection scope of the present invention.
Claims
1. A building settlement observation device, characterized in that: include A reference column (100), wherein the reference column (100) is arranged beside a building wall and the reference column (100) is vertically inserted into the ground; An observation platform (101), the bottom center of which is fixed on the top of the reference column (100); A horizontal recording box (102), wherein a first high-definition camera and a first rangefinder are arranged inside the horizontal recording box (102); a first photographing hole and a first rangefinder are arranged on a side of the horizontal recording box (102) facing the building wall; the first high-definition camera faces the first photographing hole; and the first rangefinder faces the first rangefinder; A vertical recording box (103), wherein a second high-definition camera and a second rangefinder are arranged inside the vertical recording box (103); a second photographing hole and a second rangefinder are arranged on a side surface of the vertical recording box (103) facing the bottom surface; the second high-definition camera faces the second photographing hole; and the second rangefinder faces the second rangefinder; A data storage device (104), the data storage device (104) is installed on the observation platform (101) and can transmit data and store data in a one-way wireless manner with the first high-definition camera, the first rangefinder, the second high-definition camera and the second rangefinder; A recording mark (200) is arranged on a wall surface of a building, the recording mark (200) is in the shape of a cross, the center point of the recording mark (200) and the center point of a lens of a first high-definition camera are on the same horizontal straight line, and the recording mark (200) is provided with standard positive and negative distance scales in both vertical and horizontal directions with the center as the zero point.
2. A building settlement observation device according to claim 1, characterized in that: The building settlement observation device further comprises a protection component, wherein the protection component comprises at least one support column (300) arranged on the observation platform (101) and a protection top (301) arranged on the top of the support column (300).
3. A building settlement observation device according to claim 1, characterized in that: The edges of the protective roof (301) are surrounded by eaves (302) arranged downwards, and the eaves (302) do not block the shooting angle of the first high-definition camera.
4. A building settlement observation device according to claim 1, characterized in that: The lenses of the first high-definition camera and the second high-definition camera are both provided with anti-fouling films.
5. A method for using building settlement observation based on image recognition, characterized in that: The steps include: 1) Determine the base point, adjust the reference position of the observation platform (101) and the recording mark (200), and complete the installation of the equipment; 2) testing and recording initial data, after the building settlement observation device is powered on, the first photo of the recording mark (200) taken by the first high-definition camera is recorded as A1, the first distance between the building wall and the building settlement observation device measured by the first rangefinder is S1, the first photo of the ground taken by the second high-definition camera is recorded as B1, and the first distance between the ground and the building settlement observation device measured by the second rangefinder is M1, and all data are stored in a data storage device (104); 3) Data collection: after completing the recording and storage of the initial data, the first high-definition camera takes a picture of the recording mark (200) in a cycle of 5 days, and the data is recorded in sequence as A2, A3, A4, ..., the first rangefinder measures the distance between the building wall and the building settlement observation device, and the data is recorded in sequence as S2, S3, S4, ..., the second high-definition camera takes a picture of the ground, and the data is recorded in sequence as B2, B3, B4, ..., the second rangefinder measures the distance between the ground and the building settlement observation device, and the data is recorded in sequence as M2, M3, M4, ...; 4) Data calculation: by comparing and calculating A2, A3, A4... with A1, the settlement distances of the building h2, h3, h4... and the inclination angles of the building relative to the left and right sides of the first high-definition camera can be obtained as α2, α3, α4...; by comparing and calculating S2, S3, S4... with S1, the inclination angles of the building relative to the front and rear directions of the first high-definition camera can be obtained as β2, β3, β4...; by comparing B2, B3, B4... with B1, the degree of change of the ground can be obtained; by comparing and calculating M2, M3, M4... with M1, the settlement heights of the ground m2, m3, m4... can be obtained; 5) Data analysis: Draw a line graph on the terminal based on h2, h3, h4, etc. to express the height and rate of building settlement. Draw a line graph on the terminal based on α2, α3, α4, etc. to express the inclination angle and speed of the building in the left and right directions. Draw a line graph on the terminal based on β2, β3, β4, etc. to express the inclination angle and speed of the building in the front and back directions. Draw a line graph on the terminal based on m2, m3, m4, etc. to express the settlement height and rate of the ground.
6. The method for using building settlement observation based on image recognition according to claim 5 is characterized by: After raining, the first high-definition camera, the first rangefinder, the second high-definition camera and the second rangefinder will measure an additional set of data and record them as real-time recording times. With this recording feature, it can be used to analyze and calculate the impact of rainy weather on building settlement.
7. The method for using building settlement observation based on image recognition according to claim 5 is characterized by: When the data are close to the critical data of the building design, the terminal will issue an early warning, so that engineers and construction parties can take remedial measures as soon as possible.
8. The method for using building settlement observation based on image recognition according to claim 5 is characterized by: The data in the data storage (104) can be collected regularly or a wireless transmitter can be installed to transmit the data to the terminal in real time.
9. The method for using building settlement observation based on image recognition according to claim 5 is characterized by: The terminal has built-in software for calculating distance and angle.