Dam project slope steady state detection method and device
By dividing the dam slope area into detection sub-regions, collecting and analyzing parameters and calculating the comprehensive detection coefficient, the safety hazards of incomplete detection in the existing technology are solved, and a comprehensive safety assessment and suggestions for the dam slope are achieved. .
Patent Information
- Application Number
- CN202411322120.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-23
- Publication Date
- 2025-01-10
- Estimated Expiration
- 2044-09-23
AI Technical Summary
The existing dam project slope steady state detection methods are too single, focusing on surface displacement and depth displacement, and cannot effectively detect existing safety hazards.
By dividing the dam slope area equally into detection sub-regions, the slope stability, safety and deformation parameters are collected, and the construction stability coefficient, safety coefficient and deformation coefficient are calculated using the data analysis model, and the weight calculation is performed to judge safety Hidden danger.
A comprehensive inspection of the dam slope area has been achieved, accurate judgment of whether there are safety hazards, avoid safety problems caused by incomplete inspection, and provide steady-state suggestions for dam slope project.
Smart Images

Figure CN119294805A_ABST
Abstract
Description
Technical Field
[0001] The invention relates to the technical field of landslide natural disaster prevention and control, and in particular to a dam engineering slope steady-state detection method and device. Background Art
[0002] With the increasing number of water conservancy project construction projects, people are paying more and more attention to water conservancy project construction. As an indispensable building in water conservancy project construction, dam slope has received widespread attention. Usually, after the construction of dam slope project is completed, it is necessary to conduct steady-state detection. By analyzing its steady state, we can timely understand the existing defects, which can not only reduce the occurrence of safety problems, but also prevent potential problems and take measures in advance.
[0003] However, most of the current slope stability detection of dam projects focuses on the surface displacement and depth displacement of the slope. If the surface displacement and depth displacement are not obvious, it means that the slope stability is good and there is no safety hazard. However, it still has some shortcomings in actual use. The detection target is focused on the surface displacement and depth displacement of the slope. This detection method is relatively simple and cannot effectively detect the existing safety hazards. Summary of the invention
[0004] The technical problem to be solved by the present invention is to provide a method and device for detecting the stability of a dam engineering slope, so as to achieve comprehensive detection of the stability of a dam engineering slope and avoid safety problems caused by incomplete detection.
[0005] In order to solve the above technical problems, the technical solution adopted by the present invention is:
[0006] A dam engineering slope stability detection method, comprising:
[0007] Divide the target dam slope area into at least one detection sub-area at equal intervals;
[0008] Collecting parameters for each of the sub-areas to obtain slope stability parameters, slope safety parameters, and slope deformation parameters;
[0009] The stability data analysis model is combined with the slope stability parameters to calculate the construction stability coefficient, the safety data analysis model is combined with the slope safety parameters to calculate the construction safety factor, and the slope deformation data analysis model is combined with the slope deformation parameters to calculate the slope deformation coefficient;
[0010] The construction stability coefficient, construction safety factor and slope deformation coefficient are weighted to obtain a comprehensive detection coefficient;
[0011] The comprehensive detection coefficient is used to determine whether there are safety hazards in the target dam slope area.
[0012] In order to solve the above technical problems, another technical solution adopted by the present invention is:
[0013] A dam engineering slope stability detection device comprises a memory, a processor and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, each step of the above-mentioned dam engineering slope stability detection method is implemented.
[0014] The beneficial effects of the present invention are as follows: by performing zoning detection on the target dam slope area and collecting parameters for each sub-area respectively, the stability, safety and deformation degree of the corresponding area are analyzed based on the obtained slope stability parameters, slope safety parameters and slope deformation parameters, and a comprehensive analysis is performed on the construction stability coefficient, construction safety factor and slope deformation coefficient obtained by the analysis to obtain a comprehensive detection coefficient, so that based on the comprehensive detection coefficient, it is possible to accurately judge whether there are safety hazards in the target dam slope area, avoid safety problems caused by incomplete detection, and provide suggestions for the steady state of the dam slope engineering. BRIEF DESCRIPTION OF THE DRAWINGS
[0015] Figure 1 A flowchart of the steps of a dam engineering slope stability detection method in an embodiment of the present invention;
[0016] Figure 2 It is a structural schematic diagram of a dam engineering slope stability detection device in an embodiment of the present invention. DETAILED DESCRIPTION
[0017] In order to explain the technical content, achieved objectives and effects of the present invention in detail, the following is an explanation in combination with the implementation modes and the accompanying drawings.
[0018] In the existing technology, the detection targets are concentrated on the surface displacement and depth displacement of the slope, which is a relatively simple detection method. However, most areas of the dam slope need to be immersed in water for a long time, which will be affected by many factors such as water flow velocity, seepage, foundation bearing capacity, etc., resulting in not only the displacement of the slope, but also cracks in the slope. Therefore, multi-faceted detection of the dam slope can reflect its corresponding comprehensive detection results.
[0019] Please refer to Figure 1 , a dam engineering slope stability detection method, comprising:
[0020] Divide the target dam slope area into at least one detection sub-area at equal intervals;
[0021] Collecting parameters for each of the sub-areas to obtain slope stability parameters, slope safety parameters, and slope deformation parameters;
[0022] The stability data analysis model is combined with the slope stability parameters to calculate the construction stability coefficient, the safety data analysis model is combined with the slope safety parameters to calculate the construction safety factor, and the slope deformation data analysis model is combined with the slope deformation parameters to calculate the slope deformation coefficient;
[0023] The construction stability coefficient, construction safety factor and slope deformation coefficient are weighted to obtain a comprehensive detection coefficient;
[0024] The comprehensive detection coefficient is used to determine whether there are safety hazards in the target dam slope area.
[0025] From the above description, it can be seen that the beneficial effects of the present invention are: by zoning the target dam slope area for detection, and collecting parameters for each sub-area respectively, and then analyzing the stability, safety and deformation degree of the corresponding area based on the obtained slope stability parameters, slope safety parameters and slope deformation parameters, and combining the analyzed construction stability coefficient, construction safety factor and slope deformation coefficient for comprehensive analysis to obtain a comprehensive detection coefficient, so that based on the comprehensive detection coefficient, it is possible to accurately judge whether there are safety hazards in the target dam slope area, avoid safety problems caused by incomplete detection, and provide suggestions for the steady state of dam slope engineering.
[0026] Furthermore, the slope stability parameters include slope surface displacement and slope depth displacement, soil foundation bearing capacity, soil bearing capacity, precipitation per unit time and groundwater level;
[0027] The collecting parameters of each sub-area comprises:
[0028] Acquire an image of each of the sub-areas through machine vision, and calculate the slope surface displacement and slope depth displacement according to the image;
[0029] The soil bearing capacity, precipitation per unit time and groundwater level are obtained by acquiring environmental data.
[0030] From the above description, it can be seen that by using artificial intelligence machine vision technology to capture images of each detection sub-area of the dam slope in real time, and using image processing algorithms to process the captured images, the displacement conditions of each detection sub-area of the target dam slope can be accurately calculated.
[0031] Furthermore, the construction stability coefficient calculated by combining the stability data analysis model with the slope stability parameter includes:
[0032] A displacement change index is calculated based on the slope surface displacement and the slope depth displacement;
[0033] Calculate the bearing stability index according to the soil foundation bearing capacity and the soil bearing capacity;
[0034] Calculating a precipitation fluctuation index according to the precipitation per unit time;
[0035] Calculating a groundwater level fluctuation index according to the groundwater level;
[0036] The construction stability coefficient is calculated based on the displacement change index, the bearing stability index, the precipitation fluctuation index and the groundwater level fluctuation index.
[0037] From the above description, it can be seen that based on the slope surface displacement and slope depth displacement, soil foundation bearing capacity, soil bearing capacity, precipitation per unit time and groundwater level, the displacement change index, bearing stability index, precipitation fluctuation index and groundwater level fluctuation index are calculated respectively, and then a comprehensive evaluation is performed to obtain the construction stability coefficient, which can accurately evaluate the stability of the dam project slope.
[0038] Furthermore, the displacement change index calculated according to the slope surface displacement and the slope depth displacement includes:
[0039]
[0040] The bearing stability index calculated according to the soil foundation bearing capacity and the soil bearing capacity includes:
[0041]
[0042] The precipitation fluctuation index calculated according to the precipitation per unit time includes:
[0043]
[0044] The groundwater level fluctuation index calculated according to the groundwater level includes:
[0045]
[0046] The construction stability coefficient calculated according to the displacement change index, bearing stability index, precipitation fluctuation index and groundwater level fluctuation index includes:
[0047]
[0048] Among them, ζ represents the construction stability coefficient; δ i1 represents the displacement change index corresponding to the i-th sub-region, represents the average displacement of the slope surface, represents the average value of slope depth displacement; δ2 represents the bearing stability index corresponding to the i-th sub-area, F represents the bearing capacity of soil foundation, and f i represents the soil bearing capacity corresponding to the ith sub-region; δ3 represents the precipitation fluctuation index corresponding to the ith sub-region, Δt represents the unit time, p i represents the precipitation per unit time in the ith sub-region; δ4 represents the groundwater level fluctuation index corresponding to the ith sub-region, λ represents the influencing factor affecting the groundwater level fluctuation, q i represents the groundwater level in the ith sub-area.
[0049] From the above description, it can be seen that by constructing a stability data analysis model based on the above formula, and combining the slope surface displacement and slope depth displacement, soil foundation bearing capacity, soil bearing capacity, precipitation per unit time and groundwater level to evaluate the construction stability of the dam project slope, an accurate construction stability coefficient can be obtained.
[0050] Furthermore, the slope safety parameters include seepage per unit time, foundation thickness, reservoir capacity and total drainage volume;
[0051] The construction safety factor calculated by combining the safety data analysis model with the slope safety parameter includes:
[0052] The slope seepage index is calculated according to the seepage volume per unit time, foundation thickness and reservoir capacity;
[0053] Calculate the drainage index according to the total drainage volume;
[0054] The construction safety factor is calculated based on the slope seepage index and drainage index.
[0055] From the above description, it can be seen that after calculating the slope seepage index and drainage index respectively through the seepage rate per unit time, foundation thickness, reservoir capacity and total drainage, a comprehensive evaluation calculation is performed to obtain the construction safety factor, which can accurately evaluate the safety of the dam project slope.
[0056] Furthermore, the slope seepage index calculated according to the seepage volume per unit time, foundation thickness and reservoir capacity includes:
[0057]
[0058] The drainage index calculated according to the total drainage volume includes:
[0059]
[0060] The construction safety factor calculated according to the slope seepage index and drainage index includes:
[0061]
[0062] Where, σ represents the construction safety factor; represents the slope seepage index of the ith sub-region, M i represents the seepage per unit time of the ith sub-area, C represents the reservoir capacity, t represents the foundation thickness, l imax ,l imin Indicates the maximum / minimum value of the reservoir water level; φ2 indicates the drainage index, o 实 represents the actual displacement per unit time obtained by measurement, and o represents the theoretical displacement per unit time.
[0063] From the above description, it can be seen that by constructing a safety data analysis model based on the above formula, and combining slope safety parameters such as seepage per unit time, foundation thickness, reservoir capacity and total drainage volume to evaluate the construction safety of the dam project slope, an accurate construction safety factor can be obtained.
[0064] Furthermore, the slope deformation parameters include slope gradient, slope width, slope depth and water flow velocity;
[0065] The slope deformation coefficient calculated by combining the slope deformation parameters with the slope deformation data analysis model includes:
[0066] The slope deformation coefficient is calculated based on the slope gradient, slope width, slope depth and water flow velocity.
[0067] From the above description, it can be seen that by analyzing the deformation of the dam project slope based on the slope gradient, slope width, slope depth and water flow velocity, the deformation degree of the dam project slope can be accurately evaluated.
[0068] Furthermore, the slope deformation coefficient is calculated according to the slope gradient, slope width, slope depth and water flow velocity, including:
[0069]
[0070] Where η represents the slope deformation coefficient, d represents the slope width, h represents the slope depth, θ represents the slope gradient, V i Represents the water flow velocity of the i-th sub-area per unit time.
[0071] From the above description, it can be seen that by using the above slope deformation data analysis model combined with the slope gradient, slope width, slope depth and water flow velocity to evaluate the deformation of the dam project slope, an accurate slope deformation coefficient can be obtained.
[0072] Furthermore, the construction stability coefficient, construction safety factor and slope deformation coefficient are weighted to obtain a comprehensive detection coefficient including:
[0073]
[0074] Among them, ζ, σ and η represent the construction stability coefficient, construction safety factor and slope deformation coefficient respectively, and a, b and c are the corresponding weight coefficients.
[0075] From the above description, it can be seen that by setting different weight coefficients for the construction stability coefficient, construction safety factor and slope deformation coefficient, and comprehensively calculating the comprehensive detection coefficient, it is possible to reflect the influence of different index coefficients on the comprehensive performance of the dam and improve the accuracy of comprehensive detection of the dam.
[0076] Another embodiment of the present invention provides a dam engineering slope stability detection device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements each step of the above-mentioned dam engineering slope stability detection method when executing the computer program.
[0077] The dam engineering slope steady-state detection method and device provided by the present invention can be applied to the safety detection of the dam, and the following is an explanation through specific implementation methods:
[0078] Embodiment 1
[0079] Please refer to Figure 1 , a dam engineering slope stability detection method, comprising:
[0080] S1. Divide the target dam slope area into at least one detection sub-area at equal intervals; at the same time, mark the sub-areas in the target slope area as 1, 2, ..., i, ..., n in sequence.
[0081] S2. Collect parameters for each sub-area to obtain slope stability parameters, slope safety parameters and slope deformation parameters; and set corresponding marks on the parameters corresponding to each sub-area to distinguish the parameters of different sub-areas, specifically:
[0082] 1) Slope stability parameters:
[0083] Slope stability parameters include slope surface displacement and slope depth displacement, soil foundation bearing capacity, soil bearing capacity, precipitation per unit time, and groundwater level. In this embodiment, the images of each detection sub-area of the dam slope are captured in real time through artificial intelligence machine vision technology, and the captured images are processed using image processing algorithms to accurately calculate the displacement status of each detection sub-area of the target dam slope. For example, calibration markers are set in the dam slope area, and the motion trajectory of the corresponding markers is identified through image processing technology, thereby obtaining the motion trajectory of the landslide body. Among them, the slope surface displacement is recorded as s i ', the slope depth displacement is recorded as s i "; Use machine vision technology to obtain the underwater soil image corresponding to the target underwater area, and extract soil characteristics from it, compare and match it with various soil types, so as to obtain the soil type corresponding to each detection sub-area of the target dam slope, and then query the preset soil bearing capacity table to obtain the soil foundation bearing capacity corresponding to the monitoring sub-area of the target dam slope, record it as F, and detect the soil bearing capacity, record it as f i , i represents each detection sub-area of the target dam slope; the precipitation per unit time in the target sub-area is recorded as p i ; The groundwater level in the target sub-area is denoted as q i .
[0084] 2) Slope safety parameters:
[0085] Slope safety parameters include seepage per unit time, foundation thickness, reservoir capacity, and total drainage. A water-measuring weir is set on the seepage channel through the image vision technology of artificial intelligence machine vision to directly measure the water level and flow through the weir slot, and the seepage per unit time of each detection sub-area of the target dam slope is obtained, which is recorded as M. i ; Use echo sounder to measure the depth of the reservoir, and use machine vision technology to obtain the water surface area, and then combine the water surface area and echo sounder measurement results to obtain the reservoir capacity, recorded as C; Install a flow meter at the reservoir outlet to measure the flow rate and volume of the water flow in real time and automatically record the data. By recording the real-time discharge volume, the total discharge volume per unit time is obtained, recorded as o 实 ; Using an ultrasonic probe and measuring the propagation time of sound waves in the slope foundation, combined with the propagation speed of sound waves in rock and soil, the thickness of the foundation is obtained and recorded as t.
[0086] 3) Slope deformation parameters:
[0087] The slope deformation parameters include slope gradient, slope width, slope depth and water flow velocity. The image of the slope area is obtained through machine vision technology to form the point cloud data of the slope. The point cloud data is downsampled and denoised based on gridding to obtain the de-noised point cloud data. The data is integrated and calculated by computer to quickly obtain the slope gradient, which is recorded as θ. Similarly, the width d and depth h of the slope crack can be obtained. By placing a flow meter in the monitoring sub-area, the water flow velocity in the monitoring sub-area per unit time can be obtained, which is recorded as V. i .
[0088] S3. The stability data analysis model is combined with the slope stability parameters to calculate the construction stability coefficient. The safety data analysis model is combined with the slope safety parameters to calculate the construction safety factor. The slope deformation data analysis model is combined with the slope deformation parameters to calculate the slope deformation coefficient. Specifically:
[0089] S31. The construction stability coefficient calculated by combining the stability data analysis model with the slope stability parameters includes:
[0090] S311. Calculate the displacement change index based on the slope surface displacement and slope depth displacement:
[0091]
[0092] S312. The bearing stability index is calculated based on the soil foundation bearing capacity and soil bearing capacity:
[0093]
[0094] S313. Calculate the precipitation fluctuation index based on the precipitation per unit time:
[0095]
[0096] S314. Calculate the groundwater level fluctuation index based on the groundwater level:
[0097]
[0098] S315. The construction stability coefficient is calculated based on the displacement change index, bearing stability index, precipitation fluctuation index and groundwater level fluctuation index:
[0099]
[0100] Among them, δ i1 represents the displacement change index corresponding to the i-th sub-region, represents the average displacement of the slope surface, represents the average value of slope depth displacement; δ2 represents the bearing stability index corresponding to the i-th sub-area, F represents the bearing capacity of soil foundation, and f i represents the soil bearing capacity corresponding to the ith sub-region; δ3 represents the precipitation fluctuation index corresponding to the ith sub-region, Δt represents the unit time, p i represents the precipitation per unit time in the ith sub-region; δ4 represents the groundwater level fluctuation index corresponding to the ith sub-region, λ represents the influencing factor affecting the groundwater level fluctuation (for example, adjusting the value of λ according to the water density and irrigation activities of nearby farmland), q i represents the groundwater level in the ith sub-area. When the groundwater level rises, the shear strength of the slope decreases, which easily leads to slope instability. On the contrary, when the groundwater level drops, the shear strength of the slope increases, which is conducive to the stability of the slope. ζ represents the construction stability coefficient. The larger the soil foundation bearing index, the smaller the displacement change index, precipitation fluctuation index and groundwater level fluctuation index, the larger the construction stability coefficient, indicating that the dam slope stability is better.
[0101] S32. The construction safety factor calculated by combining the safety data analysis model with the slope safety parameters includes:
[0102] S321. The slope seepage index is calculated based on the seepage volume per unit time, foundation thickness and reservoir capacity:
[0103]
[0104] S322. Calculate the drainage index based on the total drainage volume:
[0105]
[0106] S323. The construction safety factor is calculated based on the slope seepage index and drainage index:
[0107]
[0108] in, represents the slope seepage index of the ith sub-region, M i represents the seepage per unit time of the ith sub-area, C represents the reservoir capacity, t represents the foundation thickness, l imax ,l imin represents the maximum / minimum value of the reservoir water level. The difference between the maximum and minimum values of the reservoir water level is the hydraulic head. The larger the difference between the two values, the greater the seepage per unit time and the greater the slope seepage index. φ2 represents the drainage index, o 实 It represents the actual displacement per unit time obtained by measurement, and o represents the theoretical displacement per unit time. σ represents the construction safety factor. The smaller the slope seepage index is, the larger the reservoir drainage index is, the larger the construction safety factor is, and the better the safety of the dam slope is.
[0109] S33. The slope deformation coefficient is calculated by combining the slope deformation parameters with the slope deformation data analysis model, including:
[0110] S331. Calculate the slope deformation coefficient based on the slope gradient, slope width, slope depth and water flow velocity:
[0111]
[0112] Where d is the width of the slope, h is the depth of the slope, θ is the slope gradient, V i represents the water flow velocity in the ith sub-area per unit time. The product of the slope width and the slope depth represents the area of the slope crack. i The sum and average operation of represents the average water flow velocity of the dam slope in the target area; η represents the slope deformation coefficient. The larger the area of the crack, the greater the average water flow velocity, and the larger the slope deformation index, indicating that the slope is more easily deformed.
[0113] S4. Weight calculation is performed on the construction stability factor, construction safety factor and slope deformation factor to obtain the comprehensive detection coefficient, specifically:
[0114]
[0115] Among them, ζ, σ and η represent the construction stability coefficient, construction safety factor and slope deformation coefficient respectively, and a, b and c are the corresponding weight coefficients; among them, the weight coefficients are adjusted according to the actual situation of the dam scene, such as human factors such as excavation and filling of human activities that cause the instability of the dam slope.
[0116] S5. Determine whether there are safety hazards in the target dam slope area through comprehensive detection coefficient.
[0117] Embodiment 2
[0118] Please refer to Figure 2 A device for detecting the stability of a dam engineering slope comprises a memory, a processor and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, each step of a method for detecting the stability of a dam engineering slope as described in the first embodiment is implemented.
[0119] In summary, the dam engineering slope stability detection and device provided by the present invention analyzes the dam engineering slope stability detection by the construction stability dimension, construction safety dimension and slope deformation dimension, thereby obtaining the construction stability coefficient, construction safety coefficient and deformation degree coefficient of the dam slope, and combining the corresponding coefficients to obtain the comprehensive detection coefficient, thereby avoiding the safety problems caused by incomplete detection, having great social and economic benefits, and providing suggestions for the stability of the dam slope engineering. At the same time, the construction quality requirements of the hydropower station dam slope are very high during construction and maintenance. Therefore, it is necessary to have a deep understanding of the on-site environment. The present invention rationally uses artificial intelligence machine vision technology to obtain the situation of the dam slope in real time, and processes and analyzes the obtained images to ensure the comprehensive implementation of construction and maintenance measures, thereby achieving good economic and social benefits in the dam project and promoting the sustainable construction of the dam project.
[0120] The above description is only an embodiment of the present invention, and does not limit the patent scope of the present invention. Any equivalent transformations made using the contents of the specification and drawings of the present invention, or directly or indirectly applied in related technical fields, are also included in the patent protection scope of the present invention.
Claims
1. A method for detecting the stability of a dam engineering slope, characterized in that: include: Divide the target dam slope area into at least one detection sub-area at equal intervals; Collecting parameters for each of the sub-areas to obtain slope stability parameters, slope safety parameters, and slope deformation parameters; The stability data analysis model is combined with the slope stability parameters to calculate the construction stability coefficient, the safety data analysis model is combined with the slope safety parameters to calculate the construction safety factor, and the slope deformation data analysis model is combined with the slope deformation parameters to calculate the slope deformation coefficient; The construction stability coefficient, construction safety factor and slope deformation coefficient are weighted to obtain a comprehensive detection coefficient; The comprehensive detection coefficient is used to determine whether there are safety hazards in the target dam slope area.
2. A dam engineering slope stability detection method according to claim 1, characterized in that: The slope stability parameters include slope surface displacement and slope depth displacement, soil foundation bearing capacity, soil bearing capacity, precipitation per unit time and groundwater level; The collecting parameters of each sub-area comprises: Acquire an image of each of the sub-areas through machine vision, and calculate the slope surface displacement and slope depth displacement according to the image; The soil bearing capacity, precipitation per unit time and groundwater level are obtained by acquiring environmental data.
3. A dam engineering slope stability detection method according to claim 2, characterized in that: The construction stability coefficient calculated by combining the stability data analysis model with the slope stability parameter includes: A displacement change index is calculated based on the slope surface displacement and the slope depth displacement; Calculate the bearing stability index according to the soil foundation bearing capacity and the soil bearing capacity; Calculating a precipitation fluctuation index according to the precipitation per unit time; Calculating a groundwater level fluctuation index according to the groundwater level; The construction stability coefficient is calculated based on the displacement change index, the bearing stability index, the precipitation fluctuation index and the groundwater level fluctuation index.
4. A dam engineering slope stability detection method according to claim 3, characterized in that: The displacement change index calculated according to the slope surface displacement and slope depth displacement includes: The bearing stability index calculated according to the soil foundation bearing capacity and the soil bearing capacity includes: The precipitation fluctuation index calculated according to the precipitation per unit time includes: The groundwater level fluctuation index calculated according to the groundwater level includes: The construction stability coefficient calculated according to the displacement change index, bearing stability index, precipitation fluctuation index and groundwater level fluctuation index includes: Among them, ζ represents the construction stability coefficient; δ i1 represents the displacement change index corresponding to the i-th sub-region, represents the average displacement of the slope surface, represents the average value of slope depth displacement; δ2 represents the bearing stability index corresponding to the i-th sub-area, F represents the bearing capacity of soil foundation, and f i represents the soil bearing capacity corresponding to the ith sub-region; δ3 represents the precipitation fluctuation index corresponding to the ith sub-region, Δt represents the unit time, p i represents the precipitation per unit time in the ith sub-region; δ4 represents the groundwater level fluctuation index corresponding to the ith sub-region, λ represents the influencing factor affecting the groundwater level fluctuation, q i represents the groundwater level in the ith sub-area.
5. A dam engineering slope stability detection method according to claim 1, characterized in that: The slope safety parameters include seepage per unit time, foundation thickness, reservoir capacity and total drainage volume; The construction safety factor calculated by combining the safety data analysis model with the slope safety parameter includes: The slope seepage index is calculated according to the seepage volume per unit time, foundation thickness and reservoir capacity; Calculate the drainage index according to the total drainage volume; The construction safety factor is calculated based on the slope seepage index and drainage index.
6. A dam engineering slope stability detection method according to claim 5, characterized in that: The slope seepage index calculated according to the seepage volume per unit time, foundation thickness and reservoir capacity includes: The drainage index calculated according to the total drainage volume includes: The construction safety factor calculated according to the slope seepage index and drainage index includes: Where, σ represents the construction safety factor; represents the slope seepage index of the ith sub-region, M i represents the seepage per unit time of the ith sub-area, C represents the reservoir capacity, t represents the foundation thickness, l imax ,l imin Indicates the maximum / minimum value of the reservoir water level; φ2 indicates the drainage index, o 实 represents the actual displacement per unit time obtained by measurement, and o represents the theoretical displacement per unit time.
7. A dam engineering slope stability detection method according to claim 1, characterized in that: The slope deformation parameters include slope gradient, slope width, slope depth and water flow velocity; The slope deformation coefficient calculated by combining the slope deformation parameters with the slope deformation data analysis model includes: The slope deformation coefficient is calculated based on the slope gradient, slope width, slope depth and water flow velocity.
8. A dam engineering slope stability detection method according to claim 7, characterized in that: The slope deformation coefficient calculated according to the slope gradient, slope width, slope depth and water flow velocity includes: Where η represents the slope deformation coefficient, d represents the slope width, h represents the slope depth, θ represents the slope gradient, V i Represents the water flow velocity of the i-th sub-area per unit time.
9. A dam engineering slope stability detection method according to claim 1, characterized in that: The construction stability coefficient, construction safety factor and slope deformation coefficient are weighted to obtain a comprehensive detection coefficient including: Among them, ζ, σ and η represent the construction stability coefficient, construction safety factor and slope deformation coefficient respectively, and a, b and c are the corresponding weight coefficients.
10. A dam engineering slope stability detection device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that: When the processor executes the computer program, each step of the method for detecting the stability of a dam engineering slope is implemented as described in any one of claims 1 to 9.
Citation Information
Patent Citations
Calculation method for automatically monitoring slope stability based on finite element partitioning
CN110162932A
Dynamic monitoring and early warning system and method for cutting slope stability based on rainfall conditions
CN111105600A
Evaluation and analysis method for durability and stability of in-service slope
CN116415334A
Slope intelligent anti-icing control system based on machine learning
CN118621732A
Method for dynamically assessing slope safety
US20230214557A1