Concrete vibration quality reminding system and method

Abstract

The invention discloses a concrete vibration quality reminding system and method, and relates to the technical field of concrete vibration, the concrete vibration quality reminding system comprises a concrete vibration reminding system, a data acquisition system used for acquiring data required by concrete vibration reminding, and a vibration judgment system connected with the data acquisition system, the vibration judgment system judges the concrete vibration condition according to data collected by the data collection system, the operation instruction system is connected with the vibration judgment system, the operation instruction system sends an operation instruction according to the concrete vibration condition judged by the vibration judgment system, and concrete vibration construction of workers is scientifically guided. The setting mode of the concrete vibration reminding system is utilized, then the concrete vibration condition of the vibration rod is detected in real time, the construction model is established, concrete vibration is scientifically controlled, the quality of concrete pouring is improved by reducing human influence factors, and the safety of construction operation can be improved by scientifically pouring concrete.

Description

Technical Field

[0001] The present invention relates to the technical field of concrete vibration, and particularly relates to a concrete vibration quality reminder system and method. Background Art

[0002] The appearance quality of concrete is the direct window for a project to display externally. Good concrete appearance not only represents the project's ability to control quality, but also is a simple and direct way to implement the concept of "process excellence, quality is of utmost importance".

[0003] However, in actual engineering projects, there are very few projects that can achieve excellent concrete appearance. The main reason is that there are too many limitations in the appearance quality of concrete, including but not limited to the workability of concrete, the flatness of formwork, and the vibration quality of workers.

[0004] Among them, the quality of manual concrete vibration has the greatest impact on the appearance quality of concrete. The vibrating rod removes voids and air bubbles in the concrete through mechanical vibration, making its particles more closely arranged, thereby improving the density and plasticity of the concrete. However, when manually using the vibrating rod to vibrate the concrete, due to factors such as vibration time and insertion depth, the quality of concrete vibration may be unqualified, and even construction accidents may occur, thereby reducing the construction quality of concrete pouring. Summary of the Invention

[0005] The purpose of the present invention is to provide a concrete vibration quality reminder system and method to solve the problems raised in the above background art.

[0006] To achieve the above purpose, the present invention provides the following technical solutions: a concrete vibration quality reminder system, including a concrete vibration reminder system, and the concrete vibration reminder system includes:

[0007] A data acquisition system, which is used to acquire the data required for concrete vibration reminder;

[0008] A vibration judgment system, which is connected to the data acquisition system, and the vibration judgment system judges the concrete vibration situation according to the data acquired by the data acquisition system;

[0009] An operation instruction system, which is connected to the vibration judgment system, and the operation instruction system issues operation instructions according to the judgment of the vibration judgment system on the concrete vibration situation, and scientifically guides the staff in concrete vibration construction;

[0010] A hardware device system, which is the hardware device used for concrete vibration construction operations.

[0011] Preferably, the data acquisition system includes:

[0012] An AI camera module, which is used to record the concrete vibration construction operation environment by taking pictures;

[0013] An amplitude acquisition module, which is used to acquire the amplitude data of concrete vibration;

[0014] A positioning acquisition module, which is used to acquire the positioning information of concrete vibration construction, and the positioning information includes but is not limited to more than one of the construction site location information, construction personnel location information, three-dimensional position information of the vibrating rod, and concrete vibration position information;

[0015] A time module, which is used to acquire the time information of the data collected during concrete construction.

[0016] Preferably, the data acquisition system further includes:

[0017] A button acquisition module, which is used to acquire the information of the operation buttons, and the operation button information includes but is not limited to the information of the main power operation button, the vibrating rod operation button, and the communication operation button information;

[0018] A power acquisition module, which is used to acquire the concrete construction power information, and the power information includes but is not limited to the power consumption of the vibrating rod, the power of the vibrating rod, and the power consumption of the data acquisition device.

[0019] Preferably, the vibration judgment system includes:

[0020] A data receiving module, which is used to receive the data collected by the data acquisition system;

[0021] A data processing module, which is used to process the data collected by the data acquisition system, and the data processing includes but is not limited to data cleaning, data preprocessing, feature extraction, and data analysis;

[0022] A model establishment module, which is connected to the data processing module, and the model establishment module establishes a concrete construction model according to the data processed by the model establishment module.

[0023] Preferably, the vibration judgment system further includes:

[0024] An amplitude judgment module, which is connected to the model establishment module, and the amplitude judgment module is used to compare the amplitude before the vibrating rod is inserted into the concrete with the amplitude after the vibrating rod is inserted into the concrete, and judge whether the concrete is vibrated completed according to the change of the amplitude;

[0025] A depth comparison module, which is connected to the model establishment module. The depth comparison module is used to compare the real-time depth of the vibrating rod inserted into the concrete with the preset depth of the vibrating rod inserted into the concrete, and determine whether the vibrating rod is inserted to the specified depth;

[0026] A database module, which is used to store the concrete vibration construction data.

[0027] Preferably, the model establishment module includes:

[0028] A model selection module, which is used to select a model applicable to the concrete vibration construction;

[0029] A model training module, which is used to train the model selected by the model selection module;

[0030] A model evaluation module, which is used to evaluate the model of the model training module, and test the performance and generalization ability of the model;

[0031] A model application module, which applies the model of the model evaluation module to the concrete vibration construction;

[0032] A storage layer module, which is used to store and manage model data.

[0033] Preferably, the operation instruction system includes:

[0034] An instruction generation module, which is connected to the data acquisition system and the vibration judgment system. The instruction generation module generates concrete vibration operation instructions based on the data of the data acquisition system and the vibration judgment system;

[0035] An instruction output module, which is used to output the system generated by the instruction generation module;

[0036] A reminder communication module, which is linked with the instruction output module. The reminder communication module is used to remind the construction personnel to perform the specified operation;

[0037] An event reporting module, which is used for the operators to report the concrete pouring construction events in real time;

[0038] A safety alarm module, which is used to alarm the safety accidents occurring in the concrete construction, and remind the staff to stay away from the potential hazard areas;

[0039] A log recording module, which is used to record the concrete construction situation in real time.

[0040] Preferably, the operation instruction system further includes a fault analysis module, which is used to analyze the fault condition of the vibrating rod according to the power consumption situation. The fault analysis module is connected to the amplitude acquisition module, the button acquisition module, and the power acquisition module. That is, by detecting the operation button of the vibrating rod, the amplitude of the vibrating rod, and the power consumption situation of the vibrating rod, the fault factors of the vibrating rod are obtained. The power consumption calculation formula of the vibrating rod is as follows:

[0041] E actual ==P rated ×t

[0042] Where E actual is the actual power consumption, in kilowatt-hours, P rated is the rated power of the vibrating rod, in watts, and t represents time, in hours.

[0043] Preferably, the hardware device system includes a camera module, a vibrating rod module, a power supply module, a communication module, a collector module, and a base station module. The camera module is connected to the AI camera module to provide a hardware camera for the operation of the AI camera module. The vibrating rod module is connected to the amplitude acquisition module, the positioning acquisition module, the button acquisition module, and the power acquisition module. The power supply module is used to provide power for concrete construction, and the communication module provides communication equipment for concrete construction.

[0044] The present invention also provides a method for reminding the quality of concrete vibration, including the following specific use steps:

[0045] S1: Establish a concrete construction model. Use the model establishment module to establish a concrete construction model, and guide the construction personnel to operate the vibrating rod to vibrate the concrete according to the concrete construction model;

[0046] S2: The instruction generation module generates concrete construction instructions. According to the generated instructions, communicate with the construction personnel to make the construction personnel vibrate the concrete according to the instructions;

[0047] S3: The construction personnel operate the vibrating rod to vibrate the concrete, and use the data acquisition system to collect the insertion depth and vibration amplitude of the vibrating rod;

[0048] S4: Detect the vibration amplitude and depth of the vibrating rod through the amplitude acquisition module and the positioning acquisition module to judge whether the concrete vibration is completed;

[0049] S5: If the concrete vibration is completed, issue an end vibration instruction. If the concrete vibration is not completed, continue to issue a concrete vibration instruction to continue vibrating the concrete;

[0050] S6: Record the concrete vibration construction event and analyze the concrete vibration construction event.

[0051] Technical effects and advantages of the present invention:

[0052] (1) By using the setting method of the concrete vibration reminder system, the concrete vibration reminder system includes a data acquisition system, a vibration judgment system, an operation instruction system, and a hardware device system, thereby detecting the vibration of the vibrating rod on the concrete in real time and establishing a construction model, so as to scientifically control the concrete vibration, improve the quality of concrete pouring by reducing human influencing factors, and the scientific pouring of concrete can improve the safety of construction operations. BRIEF DESCRIPTION OF THE DRAWINGS

[0053] Figure 1 It is a block diagram of the concrete vibration reminder system of the present invention.

[0054] Figure 2 It is a block diagram of the data acquisition system of the present invention.

[0055] Figure 3 It is a block diagram of the vibration judgment system of the present invention.

[0056] Figure 4 It is a block diagram of the model establishment module of the present invention.

[0057] Figure 5 It is a block diagram of the operation instruction system of the present invention.

[0058] Figure 6 It is a block diagram of the hardware device system of the present invention.

[0059] In the figure: 1. Concrete vibration reminder system; 11. Data acquisition system; 111. AI camera module; 112. Amplitude acquisition module; 113. Position acquisition module; 114. Button acquisition module; 115. Power acquisition module; 116. Time module; 12. Vibration judgment system; 121. Data receiving module; 122. Data processing module; 123. Model establishment module; 1231. Model selection module; 1232. Model training module; 1234. Model evaluation module; 1235. Model application module; 1236. Storage layer module; 124. Amplitude judgment module; 125. Depth comparison module; 126. Database module; 13. Operation instruction system; 131. Instruction generation module; 132. Instruction output module; 133. Reminder communication module; 134. Event reporting module; 135. Fault analysis module; 136. Safety alarm module; 137. Log recording module; 14. Hardware device system; 141. Camera module; 142. Vibrating rod module; 143. Power module; 144. Communication module; 145. Collector module; 146. Base station module. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0060] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all of the embodiments. All other embodiments obtained by those of ordinary skill in the art based on the embodiments of the present invention without creative efforts shall fall within the protection scope of the present invention.

[0061] The present invention provides a concrete vibration quality reminder system as Figure 1-6 shown, including a concrete vibration reminder system 1. The concrete vibration reminder system 1 includes a data acquisition system 11, a vibration judgment system 12, an operation instruction system 13, and a hardware device system 14. The data acquisition system 11 is used to acquire the data required for concrete vibration reminder. The vibration judgment system 12 is connected to the data acquisition system 11. The vibration judgment system 12 judges the concrete vibration situation according to the data acquired by the data acquisition system 11. The operation instruction system 13 is connected to the vibration judgment system 12. The operation instruction system 13 issues operation instructions according to the judgment of the vibration judgment system 12 on the concrete vibration situation, and scientifically guides the staff in concrete vibration construction. The hardware device system 14 is the hardware device for concrete vibration construction operations.

[0062] Further, the data acquisition system 11 includes an AI camera module 111, an amplitude acquisition module 112, a positioning acquisition module 113, and a time module 116. The AI camera module 111 is used to record the video of the concrete vibration construction operation environment. The amplitude acquisition module 112 is used to acquire the amplitude data of the concrete vibration. The positioning acquisition module 113 is used to acquire the positioning information of the concrete vibration construction, and the positioning acquisition module 113 adopts three-dimensional space positioning technology, so as to detect the real-time spatial position of the vibrating rod. The positioning information includes but is not limited to more than one of the construction site location information, construction personnel location information, three-dimensional position information of the vibrating rod, and concrete vibration location information. The time module 116 is used to acquire the time information of the concrete construction acquisition data. Under the action of the time module 116, the time of event occurrence can be recorded. The data acquisition system 11 also includes a button acquisition module 114 and a power acquisition module 115. The button acquisition module 114 is used to acquire the information of the operation buttons. The operation button information includes but is not limited to the main power operation button information, vibrating rod operation button, and communication operation button information. The power acquisition module 115 is used to acquire the concrete construction power information. The power information includes but is not limited to the power consumption of the vibrating rod, the power of the vibrating rod, and the power consumption of the data acquisition device.

[0063] In particular, the vibration judgment system 12 includes a data receiving module 121, a data processing module 122, and a model building module 123. The data receiving module 121 is used to receive the data collected by the data acquisition system 11. The data processing module 122 is used to process the data collected by the data acquisition system 11. The data processing includes but is not limited to data cleaning, data preprocessing, feature extraction, and data analysis. The model building module 123 is connected to the data processing module 122. The model building module 123 builds a concrete construction model based on the data processed by the model building module 123. The vibration judgment system 12 further includes an amplitude judgment module 124, a depth comparison module 125, and a database module 126. The amplitude judgment module 124 is connected to the model building module 123. The amplitude judgment module 124 is used to compare the amplitude of the vibrating rod before it is inserted into the concrete with the amplitude of the vibrating rod after it is inserted into the concrete, and to judge whether the concrete is vibrated and compacted according to the change in amplitude. When the vibrating rod vibrates and compacts the concrete, the vibration amplitude of the concrete will change. This change mainly depends on factors such as the vibration amplitude of the vibrating rod, the density and viscosity of the concrete, and the flow characteristics of the concrete. The density and viscosity of the concrete will affect the vibration effect of the vibrating rod. If the density of the concrete is relatively large or the viscosity is relatively high, the vibration of the vibrating rod may be hindered, resulting in a decrease in the vibration amplitude. On the contrary, if the density of the concrete is relatively small or the viscosity is relatively low, the vibration of the vibrating rod may be smoother and the vibration amplitude may increase. The depth comparison module 125 is connected to the model building module 123. The depth comparison module 125 is used to compare the real-time depth of the vibrating rod inserted into the concrete with the preset depth of the vibrating rod inserted into the concrete, and to judge whether the vibrating rod is inserted to the specified depth. By detecting the three-dimensional position of the vibrating rod, the depth of the vibrating rod inserted can be detected, so that the depth of the vibrating rod inserted can be obtained, which is convenient for guiding the construction personnel to insert the vibrating rod to the specified depth. The database module 126 is used to store the concrete vibration and compaction construction data.

[0064] Further, the model building module 123 includes a model selection module 1231, a model training module 1232, a model evaluation module 1234, a model application module 1235, and a storage layer module 1236. The model selection module 1231 is used to select a model suitable for concrete vibration construction. The model training module 1232 is used to train the model selected by the model selection module 1231, and is responsible for training the selected model using training data. During the training process, the model parameters will be continuously adjusted to minimize the loss function, so that the model can better fit the training data. The model evaluation module 1234 is used to evaluate the model of the model training module 1232, and to test the performance and generalization ability of the model. The model application module 1235 applies the model of the model evaluation module 1234 to concrete vibration construction, so as to guide the construction personnel in concrete vibration according to the concrete construction model. The storage layer module 1236 is used to store and manage model data.

[0065] Furthermore, the operation instruction system 13 includes an instruction generation module 131, an instruction output module 132, a reminder communication module 133, an event reporting module 134, a safety alarm module 136, and a log recording module 137. The instruction generation module 131 is connected to the data acquisition system 11 and the vibration judgment system 12. The instruction generation module 131 generates concrete vibration operation instructions based on the data of the data acquisition system 11 and the vibration judgment system 12, so that the construction personnel can operate according to the instructions, improving the scientificity and standardization of concrete vibration operations. The instruction output module 132 is used to output the system generated by the instruction generation module 131. The reminder communication module 133 is linked with the instruction output module 132. The reminder communication module 133 is used to remind the construction personnel of the designated operation. The reminder communication module 133 enables the staff to communicate through voice or video, improving the convenience of concrete construction communication. The event reporting module 134 is used for the operators to report concrete pouring construction events in real time, that is, during concrete construction, the staff can report accidents in time for the guiding personnel to make decisions in time. The reported events include, but are not limited to, one or more of insufficient concrete pouring volume, explosion of the concrete pouring mold, and safety accidents of the staff. The safety alarm module 136 is used to alarm the safety accidents occurring in concrete construction, so as to give safety warnings to the staff and remind the staff to stay away from potential hazard areas. The log recording module 137 is used to record the concrete construction situation in real time for subsequent query of accidents occurring in concrete pouring construction.

[0066] In particular, the operation instruction system 13 further includes a fault analysis module 135. The fault analysis module 135 is used to analyze the fault situation of the vibrating rod according to the power consumption situation. The fault analysis module 135 is connected to the amplitude acquisition module 112, the button acquisition module 114, and the power acquisition module 115. That is, by detecting the operation button of the vibrating rod, the amplitude of the vibrating rod, and the power consumption situation of the vibrating rod, the fault factors of the vibrating rod are obtained. The power consumption calculation formula of the vibrating rod is as follows:

[0067] E actual ==P rated ×t

[0068] Where E actual is the actual power consumption, with the unit of kilowatt-hour, P rated is the rated power of the vibrating rod, with the unit of watt, t represents time, with the unit of hour. Thus, when the vibrating rod is damaged, pressing the power button of the vibrating rod and no power consumption occurs, it indicates that there is damage to the vibrating rod motor or wiring. When the vibrating rod consumes power but does not vibrate, it is possible that there is damage to the vibrating part of the vibrating rod. And when it is detected that the vibrating rod button is not turned on and the position of the vibrating plate does not change, it can also detect whether the construction worker is lazy.

[0069] Specifically, the hardware device system 14 includes a camera module 141, a vibrating rod module 142, a power supply module 143, a communication module 144, a collector module 145, and a base station module 146. The camera module 141 is connected to the AI camera module 111 to provide a hardware camera for the operation of the AI camera module 111. The vibrating rod module 142 is connected to the amplitude acquisition module 112, the positioning acquisition module 113, the button acquisition module 114, and the power acquisition module 115. The power supply module 143 is used to provide power for concrete construction. The communication module 144 provides communication equipment for concrete construction. The base station module 146 can provide network communication and unified dispatching services for concrete construction.

[0070] The present invention also provides a method for reminding the quality of concrete vibration, including the following specific usage steps:

[0071] S1: Establish a concrete construction model. Use the model establishment module 123 to establish a concrete construction model, and guide the construction workers to operate the vibrating rod to vibrate the concrete according to the concrete construction model;

[0072] S2: The instruction generation module 131 generates concrete construction instructions. According to the generated instructions, communicate with the construction workers to make the construction workers vibrate the concrete according to the instructions;

[0073] S3: The construction workers operate the vibrating rod to vibrate the concrete, and use the data acquisition system 11 to collect the insertion depth and vibration amplitude of the vibrating rod;

[0074] S4: Detect the amplitude of the vibrating rod's vibration and the depth of the vibrating rod through the amplitude acquisition module 112 and the positioning acquisition module 113, and determine whether the concrete has been vibrated and compacted;

[0075] S5: If the concrete has been vibrated and compacted, issue an end vibration instruction. If the concrete has not been vibrated and compacted, continue to issue a concrete vibration instruction to continue vibrating the concrete;

[0076] S6: Record the concrete vibration construction event and analyze the concrete vibration construction event.

[0077] Finally, it should be noted that the above are only the preferred embodiments of the present invention and are not used to limit the present invention. Although the present invention has been described in detail with reference to the foregoing embodiments, for those skilled in the art, they can still modify the technical solutions recorded in the foregoing embodiments, or perform equivalent replacements for some of the technical features. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.

Claims

1. The concrete vibration quality reminder system is characterized by: The invention comprises a concrete vibration reminder system (1), wherein the concrete vibration reminder system (1) comprises: A data acquisition system (11), the data acquisition system (11) is used to collect data required for concrete vibration reminder; A vibration judgment system (12), wherein the vibration judgment system (12) is connected to the data acquisition system (11), and the vibration judgment system (12) judges the vibration condition of the concrete based on the data collected by the data acquisition system (11); An operation instruction system (13), wherein the operation instruction system (13) is connected to the vibration judgment system (12), and the operation instruction system (13) issues an operation instruction according to the concrete vibration condition judged by the vibration judgment system (12), so as to scientifically guide the workers to perform concrete vibration construction; A hardware equipment system (14), wherein the hardware equipment system (14) is hardware equipment used for concrete vibration construction operations.

2. The concrete vibration quality reminder system according to claim 1, characterized in that: The data acquisition system (11) comprises: An AI camera module (111), the AI ​​camera module (111) being used to record the concrete vibrating construction working environment by camera; An amplitude acquisition module (112), the amplitude acquisition module (112) being used to collect amplitude data of concrete vibration; A positioning collection module (113), the positioning collection module (113) is used to collect positioning information of concrete vibration construction, the positioning information includes but is not limited to one or more of construction site location information, construction personnel location information, vibration rod three-dimensional location information and concrete vibration location information; A time module (116), wherein the time module (116) is used to collect time information of concrete construction collection data.

3. The concrete vibration quality reminder system according to claim 2, characterized in that: The data acquisition system (11) further comprises: A button collection module (114), the button collection module (114) is used to collect information about operation buttons, the operation button information including but not limited to main power operation button information, vibration stick operation button information and communication operation button information; A power collection module (115), the power collection module (115) is used to collect power information of concrete construction, the power information including but not limited to power consumption of the vibration rod, power of the vibration rod, and power consumption of the data collection device.

4. The concrete vibration quality reminder system according to claim 3, characterized in that: The vibration judgment system (12) comprises: A data receiving module (121), the data receiving module (121) is used to receive data collected by the data collection system (11); A data processing module (122), the data processing module (122) is used to process the data collected by the data collection system (11), the data processing including but not limited to data cleaning, data preprocessing, feature extraction and data analysis; A model building module (123) is connected to the data processing module (122), and the model building module (123) builds a concrete construction model according to the data processed by the model building module (123).

5. The concrete vibration quality reminder system according to claim 4, characterized in that: The vibration judgment system (12) further comprises: An amplitude judgment module (124), the amplitude judgment module (124) being connected to the model establishment module (123), the amplitude judgment module (124) being used to compare the amplitude before the vibration rod is inserted into the concrete with the amplitude after the vibration rod is inserted into the concrete, and judging whether the concrete is vibrated completely according to the change in the amplitude; A depth comparison module (125), the depth comparison module (125) is connected to the model building module (123), and the depth comparison module (125) is used to compare the real-time depth of the vibrating rod inserted into the concrete with the preset depth of the vibrating rod inserted into the concrete, and determine whether the vibrating rod is inserted into the specified depth; A database module (126), wherein the database module (126) is used to store concrete vibration construction data.

6. The concrete vibration quality reminder system according to claim 5, characterized in that: The model building module (123) comprises: A model selection module (1231), wherein the model selection module (1231) is used to select a model suitable for concrete vibration construction; A model training module (1232), wherein the model training module (1232) is used to train the model selected by the model selection module (1231); A model evaluation module (1234), wherein the model evaluation module (1234) is used to evaluate the model of the model training module (1232) to test the performance and generalization ability of the model; A model application module (1235), wherein the model application module (1235) applies the model of the model evaluation module (1234) to concrete vibration construction; A storage layer module (1236), wherein the storage layer module (1236) is used to store and manage model data.

7. The concrete vibration quality reminder system according to claim 6, characterized in that: The operation instruction system (13) comprises: An instruction generation module (131), wherein the instruction generation module (131) is connected to the data acquisition system (11) and the vibration judgment system (12), and the instruction generation module (131) generates concrete vibration operation instructions based on the data of the data acquisition system (11) and the vibration judgment system (12); An instruction output module (132), the instruction output module (132) is used to output the system generated by the instruction generation module (131); A reminder communication module (133), the reminder communication module (133) is linked with the instruction output module (132), and the reminder communication module (133) is used to remind construction personnel to perform designated operations; An event reporting module (134), wherein the event reporting module (134) is used by operators to report concrete pouring construction events in real time; A safety alarm module (136), the safety alarm module (136) is used to alarm when a safety accident occurs during concrete construction, and remind workers to stay away from potential danger areas; A log recording module (137), wherein the log recording module (137) is used to record the concrete construction situation in real time.

8. The concrete vibration quality reminder system according to claim 7, characterized in that: The operation instruction system (13) further comprises a fault analysis module (135), wherein the fault analysis module (135) is used to analyze the fault condition of the vibration rod according to the power consumption condition. The fault analysis module (135) is connected with the amplitude acquisition module (112), the key acquisition module (114) and the power acquisition module (115), that is, by detecting the operation button of the vibration rod, the amplitude of the vibration rod and the power consumption condition of the vibration rod, the fault factor of the vibration rod is obtained. The power consumption calculation formula of the vibration rod is as follows: AND actual ==P rated ×t Where E actual is the actual power consumption in kWh, P rated is the rated power of the vibrator in Watts, and t represents time in hours.

9. The concrete vibration quality reminder system according to claim 8, characterized in that: The hardware device system (14) includes a camera module (141), a vibration rod module (142), a power module (143), a communication module (144), a collector module (145) and a base station module (146). The camera module (141) is connected to the AI ​​camera module (111) to provide a hardware camera for the operation of the AI ​​camera module (111). The vibration rod module (142) is connected to the amplitude collection module (112), the positioning collection module (113), the key collection module (114) and the power collection module (115). The power module (143) is used to provide power for concrete construction. The communication module (144) provides communication equipment for concrete construction.

10. The concrete vibration quality reminder method according to any one of claims 1 to 9, characterized in that: The specific usage steps are as follows: S1: Establishing a concrete construction model, using a model establishment module (123) to establish the concrete construction model, and guiding construction personnel to operate a vibrating rod to vibrate concrete according to the concrete construction model; S2: the instruction generation module (131) generates concrete construction instructions, and communicates with construction personnel according to the generated instructions, so that the construction personnel vibrate the concrete according to the instructions; S3: The construction worker operates the vibrating rod to vibrate the concrete, and uses the data acquisition system (11) to collect the insertion depth of the vibrating rod and the amplitude of the vibration; S4: detecting the vibration amplitude and depth of the vibration rod through the amplitude acquisition module (112) and the positioning acquisition module (113), and judging whether the concrete is vibrated completely; S5: If the concrete vibration is completed, an end vibration instruction is issued; if the concrete vibration is not completed, a concrete vibration instruction is continued to be issued to continue vibrating the concrete; S6: Record concrete vibration construction events and analyze concrete vibration construction events.

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