Water conservancy project construction quality inspection method
By using sensors and detection systems in water conservancy projects for real-time data acquisition and comparison, the problems of low inspection efficiency and low accuracy in the existing technology are solved, and efficient and accurate quality inspection and real-time monitoring of water conservancy projects are achieved.
Patent Information
- Application Number
- CN202411690912.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-22
- Publication Date
- 2025-03-18
AI Technical Summary
The existing quality inspection methods for water conservancy projects have problems such as low inspection efficiency, low inspection accuracy and difficulty in real-time inspection and monitoring.
Sensors are used to collect and monitor various parameters of water conservancy projects in real time, compare them in real time with sensor data through the detection system, issue early warning signals or alarm signals, and realize real-time data transmission and monitoring through wireless communication modules.
It improves the accuracy and efficiency of quality inspection of water conservancy projects, reduces the demand for manual inspection, reduces labor intensity and cost, and realizes real-time monitoring and timely inspection.
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Figure CN119648034A_ABST
Abstract
Description
Technical Field
[0001] The invention belongs to the technical field of water conservancy projects, and in particular relates to a method for inspecting the construction quality of a water conservancy project. Background Art
[0002] Water conservancy projects are projects built to control and allocate natural surface water and groundwater to achieve the purpose of eliminating harm and promoting benefits. The quality of water conservancy projects is directly related to the safety of people's lives and property and the national economic development. With the rapid development of my country's economy, the number of water conservancy project construction projects has continued to increase, and the requirements for the quality of water conservancy project construction have become higher and higher.
[0003] At present, the traditional quality inspection method for water conservancy projects is a manual inspection method, which is measured by naked eye observation combined with measuring tools. This traditional inspection method has the following problems: First, the inspection efficiency is low. Manual inspection requires a lot of time and manpower, and the inspection results are easily affected by the subjective factors of the inspectors; second, the inspection accuracy is not high. Manual inspection is difficult to find some minor quality problems, such as cracks and leakage; third, it is difficult to achieve real-time inspection and monitoring. Manual inspection usually sets an inspection time node, and only conducts inspection when the inspection time node is reached. During the time between two inspection time nodes, inspection is usually not conducted.
[0004] Among the existing patents, the invention with application number CN202310554102.7 discloses a quality acceptance inspection method for water conservancy construction projects. The specific steps are determining the acceptance items, bringing instruments to the site, project acceptance supervision and inspection, reporting of inspection results, secondary random inspections, manual review of results, copying and archiving of results, and feedback of results. This patented solution can greatly enhance supervision through the intervention of a third party in the process of project acceptance supervision and inspection, and the entire inspection process is photographed and recorded to ensure the traceability and authenticity of the shell inspection process, prevent misreading of test values, and combine multiple manual review processes to improve the authenticity and accuracy of the data. It is convenient to assign responsibilities to individuals based on data records and seals. Combined with the secondary spot check data in the later stage, the error rate of quality acceptance inspections is reduced to a minimum.
[0005] It can be seen from the scheme and beneficial effects of the above patent that its inspection method is still the traditional inspection method of manual inspection with tools, which has failed to change the current situation of low inspection efficiency, low inspection accuracy and difficulty in achieving real-time inspection and monitoring, and needs further improvement. Summary of the invention
[0006] The purpose of the present invention is to provide a water conservancy project construction quality inspection method, aiming to improve the problems of low inspection efficiency, low inspection accuracy and difficulty in achieving real-time inspection and monitoring in existing inspection methods.
[0007] The present invention is achieved in that:
[0008] A method for inspecting the construction quality of a water conservancy project comprises the following steps:
[0009] S100, setting a detection system, wherein the detection system stores an early warning threshold and a quality qualified threshold of various parameters of the water conservancy project, wherein the early warning threshold is less than the quality qualified threshold, and the parameters include one or more of displacement, seepage pressure, gap and strain;
[0010] S200, a sensor is provided to collect various parameters of the water conservancy project, and the collected data is transmitted to the detection system in real time;
[0011] S300, the detection system compares the parameter data collected by each sensor with the warning threshold and quality acceptance threshold of the corresponding parameter;
[0012] S400: When the collected data reaches the warning threshold, the detection system sends a warning signal; when the collected data reaches the qualified quality threshold, the detection system sends an alarm signal.
[0013] Furthermore, in step S200, the sensor includes a displacement sensor for detecting displacement parameters, a seepage pressure sensor for detecting seepage pressure, a crack sensor for detecting cracks, and a strain sensor for detecting strain.
[0014] Furthermore, the warning threshold and the qualified quality threshold are dynamic values that change over time. When the collected data are compared with the warning threshold and the qualified quality threshold, specific values in the same period are selected for comparison.
[0015] Furthermore, the detection system includes a main control module, a data storage module, a communication interface module and an alarm module, the data storage module, the communication interface module and the alarm module are all electrically connected to the main control module, the main control module includes a data receiving unit, a data processing unit and a data drawing unit, and the dynamic early warning threshold and the quality qualified threshold are stored in the data storage module; each sensor is connected to the data receiving unit through the communication interface module, the data receiving unit transmits the received data collected by the sensor to the data processing unit, and the data processing unit compares the data collected by the sensor with the early warning threshold and the quality qualified threshold stored in the data storage module; when the data collected by the sensor reaches the early warning threshold When the water level reaches the threshold or the quality threshold, the main control module transmits a control signal to the alarm module, and the alarm module sends a warning signal or an alarm signal according to the received control signal; the sensor also includes a water level sensor for detecting the water level, and the water level sensor is connected to the main control module through the communication interface module. The data storage module stores a corresponding table of the warning threshold and the quality threshold of the seepage pressure and different water levels. When the data processing unit compares the seepage pressure data collected by the sensor with the warning threshold and the quality threshold of the seepage pressure stored in the data storage module, the warning threshold and the quality threshold of the seepage pressure corresponding to the water level currently detected by the water level sensor are selected for comparison.
[0016] Furthermore, the detection system also includes a display module, which is electrically connected to the main control module; the data drawing unit of the main control module extracts the warning threshold and the quality threshold stored in the storage module, and draws a warning threshold-time curve graph and a quality threshold-time curve graph corresponding to time with time as the horizontal axis and the threshold as the vertical axis, respectively, and displays the above-mentioned curve graphs on the display module; after the main control module receives the data collected by each sensor, the data drawing unit draws a real-time data-time curve graph of each parameter with time as the horizontal axis and the collected value as the vertical axis, and displays the real-time data-time curve graph on the display module.
[0017] Furthermore, the main control module merges the warning threshold-time curve graph, the quality qualification threshold-time curve graph and the real-time data-time curve graph of each parameter into the same value-time curve graph with time as the horizontal axis and the value as the vertical axis, and the three curves are displayed in different colors, and the value-time curve graph has explanations of the colors corresponding to the three curves.
[0018] Furthermore, the detection system also includes a wireless communication module, which is also electrically connected to the main control module; the wireless communication module is communicatively connected to an intelligent controller, which has a display screen and an APP module, and the APP module is bound to the main control module. The APP module has an input unit, a sensor data acquisition and display unit, and an alarm unit. The input unit is used to input parameter thresholds, perform initial threshold input or threshold modification, and transmit it to the main control module through the wireless communication module, and the main control module stores it in the data storage module; the sensor data acquisition and display unit has a parameter data monitoring and display page, and the value-time curve of each parameter can be viewed on the parameter data monitoring and display page; when the detection system issues a warning signal or an alarm signal, the main control module transmits the signal to the intelligent controller through the wireless communication module, and the alarm unit of the intelligent controller sends a corresponding warning signal or an alarm signal.
[0019] Compared with the prior art, the present invention has the following beneficial effects:
[0020] 1. The water conservancy project construction quality inspection method provided by the present invention can perform real-time inspection and monitoring of various parameters through sensors. Minor changes in various parameters can be reflected through data collected by sensors. The inspection accuracy is high and manual inspection of many projects is reduced, which not only reduces the labor intensity and labor costs of staff, but also effectively improves inspection efficiency.
[0021] 2. The present invention is provided with a detection system, which can calculate the quality evaluation index according to the data collected by each sensor, realize the digital evaluation of the quality of water conservancy project construction, provide an important basis for the reward arrangement after the project is completed, and help team management.
[0022] 3. The present invention can send out a warning signal when the data collected by the sensor reaches the warning threshold, so as to remind the staff to conduct on-site inspection, which is helpful to timely investigate when problems occur. It can also send out an alarm signal when the data collected by the sensor reaches the qualified quality threshold, reminding the staff to conduct detailed investigation, find out the cause, and make rectification and repair in time to ensure that the subsequent standards can be met and safety is guaranteed.
[0023] 4. The detection system provided by the present invention has a main control module, and the main control module has a data drawing unit. The data drawing unit can combine the warning threshold-time curve diagram, the quality qualified threshold-time curve diagram and the real-time data-time curve diagram of each parameter on the same value-time curve diagram with time as the horizontal axis and the value as the vertical axis, and the three curves are displayed in different colors. In this way, the staff can clearly see the comparison between the existing parameter value and the warning threshold and the quality qualified threshold, which is more intuitive, and can be discovered in time when problems occur, and can accurately see the time node.
[0024] 5. The main control module of the detection system of the present invention can transmit signals and data to the intelligent controller through the wireless communication module. As long as the staff carries the intelligent controller, they can check the status of various parameters in real time whether they are at work or at home, which helps the staff to find problems in time and effectively ensures the timeliness of the inspection. BRIEF DESCRIPTION OF THE DRAWINGS
[0025] Figure 1 It is a method flow chart of the water conservancy project construction quality inspection method provided by the present invention;
[0026] Figure 2 It is a block diagram of the electrical control structure of the detection system proposed by the present invention. DETAILED DESCRIPTION
[0027] The following is a further description with reference to the accompanying drawings and specific embodiments:
[0028] Example 1
[0029] This embodiment provides a method for inspecting the quality of water conservancy project construction. Figure 1 As shown, the following steps are included:
[0030] S100, setting up a detection system, in which the warning threshold and quality threshold of various parameters of the water conservancy project are stored, and the warning threshold and quality threshold are dynamic values that change with time, and the warning threshold of the same period is less than the quality threshold of the same period. Various parameters include one or more of displacement, seepage pressure, gap and strain. When there is a parameter seepage pressure, the detection system stores a corresponding table of the warning threshold and quality threshold of the seepage pressure and different water levels. Therefore, the warning threshold and quality threshold of the seepage pressure are not only related to time, but also to the water level, and the relationship with the water level is greater after a certain period of time.
[0031] S200, sensors are provided to collect various parameters of the water conservancy project and transmit the collected data to the detection system in real time. The sensors include displacement sensors for detecting displacement parameters, seepage pressure sensors for detecting seepage pressure, crack measuring sensors for detecting gaps, and strain sensors for detecting strain. If a seepage pressure sensor for detecting seepage pressure is provided, a water level sensor for detecting water level should also be provided.
[0032] Different water conservancy projects require different types of sensors. Displacement sensors are usually used to detect the horizontal and vertical displacement of structures such as dams and sluices. For example, they are installed at key locations such as the dam crest and abutment to detect the position changes of the main structure of the water conservancy project and determine whether the structure has uneven settlement or overall displacement. If the displacement exceeds the design allowable range, it may indicate a problem with the stability of the structure. Seepage pressure sensors are mainly used to detect seepage pressure in dams, gate foundations and other parts. The seepage pressure sensor is buried inside the dam or in the dam foundation to understand the seepage situation by monitoring the pore water pressure. Once the seepage pressure increases abnormally, seepage damage such as pipe bursts and soil flow may occur, threatening the safety of water conservancy projects. Crack sensors are installed at the joints of concrete structures such as dams and sluices or at locations prone to cracks, such as the dam body joints. The changes in the width of the cracks can be accurately detected. The development of the cracks may cause the structure's impermeability to decrease and weaken the integrity of the structure. Strain sensors are arranged at key stress-bearing parts of structures such as dams and bridges, such as the main stress-bearing areas inside the dam body. It is used to measure the strain of the structure under load, and to infer the actual stress state of the structure based on the strain data to prevent the structure from being damaged due to excessive stress. Water level sensors are installed in water bodies such as reservoirs and channels to monitor water level changes in real time. Abnormal changes in water level may generate additional pressure on the structure of the water conservancy project and affect the seepage pressure.
[0033] S300: The detection system compares the parameter data collected by each sensor with the warning threshold and quality acceptance threshold of the corresponding parameter. When comparing, specific values in the same period are selected for comparison.
[0034] S400, when the collected data reaches the warning threshold, the detection system sends out a warning signal to remind the staff to conduct on-site verification, which helps to conduct timely investigation when problems arise. When the collected data reaches the qualified quality threshold, the detection system sends out an alarm signal. At this time, the staff needs to conduct a detailed investigation to find out the cause, and make rectifications and repairs in time to ensure that the subsequent standards can be met and safety can be guaranteed.
[0035] S500: If the collected data is always less than the qualified quality threshold, the collected parameter data are analyzed after the test is completed to calculate the average value, standard deviation and coefficient of variation of each parameter.
[0036] S600. Based on the calculation results of the data analysis, the detection system uses the following quality evaluation formula to perform quality evaluation:
[0037]
[0038] Among them, Q represents the parameter quality evaluation index, α, β, and γ are weight coefficients, which represent the importance of the reciprocal of the standard deviation, the reciprocal of the coefficient of variation, and the average value in the quality evaluation. By adjusting these weight coefficients, the proportion of each statistical indicator in the quality evaluation can be flexibly adjusted according to different water conservancy project construction projects and different quality requirements. The value range of the weight coefficients α, β, and γ is 0≤α, β, γ≤1, and α+β+γ=1. σ represents the standard deviation, CV represents the coefficient of variation, and X represents the average value of the parameter.
[0039] The calculation formula of standard deviation σ is:
[0040]
[0041] The calculation formula of coefficient of variation CV is:
[0042]
[0043] Among them, n represents the number of data, X i Represents the i-th data.
[0044] The standard deviation reflects the degree of dispersion of the data. The smaller the standard deviation, the more concentrated the data, indicating that the quality of water conservancy project construction is more stable. Therefore, the larger the reciprocal of the standard deviation, the higher the quality evaluation index. The coefficient of variation is the ratio of the standard deviation to the mean value, which reflects the relative dispersion of the data. The smaller the coefficient of variation, the smaller the relative dispersion of the data, indicating that the quality of water conservancy project construction is more uniform. Therefore, the larger the reciprocal of the coefficient of variation, the higher the quality evaluation index. The average value of the parameter reflects the overall level of the data, and the average value can also reflect the construction quality of water conservancy projects to a certain extent.
[0045] S700, the detection system outputs the quality evaluation result, and there are multiple output methods. For example, the detection system itself has a display module, and the display module can be a display, and the detection system can display the quality evaluation result through the display. For another example, the detection system is also connected to a printing device, and the detection system can output the quality evaluation result to the printing device, and the printing device prints the quality evaluation result.
[0046] Example 2
[0047] This embodiment provides a detection system, such as Figure 2As shown, the detection system includes a main control module, a data storage module, a communication interface module, an alarm module, a display module and a wireless communication module, and the data storage module, the communication interface module, the alarm module display module and the wireless communication module are all electrically connected to the main control module. The main control module includes a data receiving unit, a data processing unit and a data drawing unit, and the dynamic early warning threshold and the qualified quality threshold are stored in the data storage module. Each sensor is connected to the data receiving unit through the communication interface module, and the data receiving unit transmits the data collected by the sensor to the data processing unit, and the data processing unit compares the data collected by the sensor with the early warning threshold and the qualified quality threshold stored in the data storage module. When the data collected by the sensor reaches the early warning threshold or reaches the qualified quality threshold, the main control module transmits a control signal to the alarm module, and the alarm module sends an early warning signal or an alarm signal according to the received control signal. The alarm module includes an on-site alarm unit and a remote alarm unit. The on-site alarm unit is an audible and visual alarm, which sends out a sound alarm signal and a light alarm signal at the same time, and has the advantage of a good alarm effect. The remote alarm unit can use a GSM alarm, which can make a call to a preset phone number inside it, and can also send abnormal data information to the preset phone number in the form of a short message.
[0048] When the sensor includes an osmotic pressure sensor for detecting seepage pressure and a water level sensor for detecting water level, the water level sensor is connected to the main control module through a communication interface module, and the data storage module stores a correspondence table of the warning threshold and quality threshold of the seepage pressure and different water levels, when the data processing unit compares the seepage pressure data collected by the sensor with the warning threshold and quality threshold of the seepage pressure stored in the data storage module, the warning threshold and quality threshold of the seepage pressure corresponding to the water level currently detected by the water level sensor are selected for comparison.
[0049] The data drawing unit of the main control module can extract the warning threshold and the qualified quality threshold stored in the storage module, and draw the warning threshold-time curve and the qualified quality threshold-time curve corresponding to the time with time as the horizontal coordinate and the threshold as the vertical coordinate, and display the above curves on the display module. After the main control module receives the data collected by each sensor, the data drawing unit draws the real-time data-time curve of each parameter with time as the horizontal coordinate and the collected value as the vertical coordinate, and displays the real-time data-time curve on the display module. The data drawing unit of the main control module merges the warning threshold-time curve, the qualified quality threshold-time curve and the real-time data-time curve of each parameter into the same value-time curve with time as the horizontal coordinate and the value as the vertical coordinate, and the three curves are displayed in different colors, and the value-time curve has the explanation of the colors corresponding to the three curves. In this way, the staff can clearly see the comparison between the existing parameter value and the warning threshold and the qualified quality threshold, which is more intuitive, and can be discovered in time when problems occur, and can accurately see the time node.
[0050] In addition, the wireless communication module of the detection system is connected to the intelligent controller, which has a display screen and an APP module. The APP module is bound to the main control module. The APP module has an input unit, a sensor data acquisition display unit and an alarm unit. The input unit is used to input parameter thresholds, perform initial threshold input or threshold modification, and transmit it to the main control module through the wireless communication module, and the main control module stores it in the data storage module. The sensor data acquisition display unit has a parameter data monitoring display page, and the value-time curve of each parameter can be viewed on the parameter data monitoring display page. When the detection system sends out an early warning signal or an alarm signal, the main control module transmits the signal to the intelligent controller through the wireless communication module, and the alarm unit of the intelligent controller sends out a corresponding early warning signal or an alarm signal. In this way, as long as the staff carries the intelligent controller, whether at work or at home, they can view the status of each parameter in real time, which helps the staff to find problems in time and effectively ensures the timeliness of the inspection.
[0051] In summary, the water conservancy project construction quality inspection method provided by the present invention can perform real-time inspection and monitoring of various parameters through sensors, and slight changes in various parameters can be reflected through the data collected by the sensors, with high inspection accuracy, and reducing the manual inspection of many projects, which not only reduces the labor intensity and manpower cost of the staff, but also effectively improves the inspection efficiency. The present invention is provided with a detection system, which can calculate the quality evaluation index according to the data collected by each sensor, realizes the digital evaluation of the quality of water conservancy project construction, provides an important basis for the reward arrangement after the project is completed, and is helpful for team management.
[0052] The above are only preferred embodiments of the present invention and are not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and variations. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.
Claims
1. A method for inspecting the construction quality of a water conservancy project, characterized in that: The steps include: S100, setting a detection system, wherein the detection system stores an early warning threshold and a quality qualified threshold of various parameters of the water conservancy project, wherein the early warning threshold is less than the quality qualified threshold, and the parameters include one or more of displacement, seepage pressure, gap and strain; S200, a sensor is provided to collect various parameters of the water conservancy project, and the collected data is transmitted to the detection system in real time; S300, the detection system compares the parameter data collected by each sensor with the warning threshold and quality acceptance threshold of the corresponding parameter; S400: When the collected data reaches the warning threshold, the detection system sends a warning signal; when the collected data reaches the qualified quality threshold, the detection system sends an alarm signal.
2. A water conservancy project construction quality inspection method according to claim 1, characterized in that: The following steps are also included: S500, if the collected data is always less than the qualified quality threshold, then after the test is completed, the collected parameter data is analyzed to calculate the average value, standard deviation and coefficient of variation of each parameter; S600, the detection system performs quality evaluation according to the calculation results of the data analysis; S700. The detection system outputs a quality evaluation result.
3. A water conservancy project construction quality inspection method according to claim 1, characterized in that: In the step S200, the sensors include a displacement sensor for detecting displacement parameters, a seepage pressure sensor for detecting seepage pressure, a crack sensor for detecting cracks, and a strain sensor for detecting strain.
4. A water conservancy project construction quality inspection method according to claim 1, characterized in that: The warning threshold and the qualified quality threshold are dynamic values that change over time. When the collected data are compared with the warning threshold and the qualified quality threshold, specific values in the same period are selected for comparison.
5. A water conservancy project construction quality inspection method according to claim 4, characterized in that: The detection system includes a main control module, a data storage module, a communication interface module and an alarm module. The data storage module, the communication interface module and the alarm module are all electrically connected to the main control module. The main control module includes a data receiving unit, a data processing unit and a data drawing unit. The dynamic early warning threshold and the quality qualified threshold are stored in the data storage module; each sensor is connected to the data receiving unit through the communication interface module, and the data receiving unit transmits the received data collected by the sensor to the data processing unit.
6. A water conservancy project construction quality inspection method according to claim 5, characterized in that: The data processing unit compares the data collected by the sensor with the warning threshold and the quality threshold stored in the data storage module; when the data collected by the sensor reaches the warning threshold or the quality threshold, the main control module transmits a control signal to the alarm module, and the alarm module sends a warning signal or an alarm signal according to the received control signal; the sensor also includes a water level sensor for detecting the water level, and the water level sensor is connected to the main control module through the communication interface module.
7. A water conservancy project construction quality inspection method according to claim 6, characterized in that: The data storage module stores a correspondence table of the warning threshold and quality threshold of seepage pressure and different water levels. When the data processing unit compares the seepage pressure data collected by the sensor with the warning threshold and quality threshold of seepage pressure stored in the data storage module, the warning threshold and quality threshold of seepage pressure corresponding to the water level currently detected by the water level sensor are selected for comparison.
8. A water conservancy project construction quality inspection method according to claim 7, characterized in that: The detection system also includes a display module, which is electrically connected to the main control module; the data drawing unit of the main control module extracts the warning threshold and the quality threshold stored in the storage module, and draws a warning threshold-time curve graph and a quality threshold-time curve graph corresponding to time with time as the horizontal axis and the threshold as the vertical axis, respectively, and displays the above curve graphs on the display module; after the main control module receives the data collected by each sensor, the data drawing unit draws a real-time data-time curve graph of each parameter with time as the horizontal axis and the collected value as the vertical axis, and displays the real-time data-time curve graph on the display module.
9. A water conservancy project construction quality inspection method according to claim 8, characterized in that: The main control module combines the warning threshold-time curve diagram, the quality qualified threshold-time curve diagram and the real-time data-time curve diagram of each parameter on the same value-time curve diagram with time as the horizontal axis and the value as the vertical axis, and the three curves are displayed in different colors, and the value-time curve diagram has explanations of the colors corresponding to the three curves.
10. A water conservancy project construction quality inspection method according to claim 9, characterized in that: The detection system further includes a wireless communication module, which is also electrically connected to the main control module; the wireless communication module is communicatively connected to an intelligent controller, which has a display screen and an APP module, and the APP module is bound to the main control module. The APP module has an input unit, a sensor data acquisition and display unit, and an alarm unit. The input unit is used to input parameter thresholds, perform initial threshold input or threshold modification, and transmit it to the main control module through the wireless communication module, and the main control module stores it in the data storage module; the sensor data acquisition and display unit has a parameter data monitoring and display page, and the value-time curve of each parameter can be viewed on the parameter data monitoring and display page; when the detection system sends out a warning signal or an alarm signal, the main control module transmits the signal to the intelligent controller through the wireless communication module, and the alarm unit of the intelligent controller sends out a corresponding warning signal or an alarm signal.
Citation Information
Patent Citations
Quality acceptance inspection method for water conservancy construction engineering
CN116542572A
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