Construction site equipment monitoring method, system and device and storage medium

Abstract

The invention relates to the field of data processing, in particular to a field equipment monitoring method, system and device and a storage medium. The field equipment monitoring method comprises the following steps: receiving first operation state information of construction equipment; the first operation state information is information used for representing operation parameters of each system during operation of the construction equipment; sending the first operation state information to a cloud management system, so that the cloud management system determines detection result information of the working state of the construction equipment according to the first operation state information; and when the detection result information shows that the working state of the construction equipment is an abnormal state, a debugging instruction is sent to a terminal where a constructor is located, and a connection channel between the construction equipment and the terminal where the constructor is located is established, so that remote debugging of the construction equipment is realized. And the real-time monitoring efficiency of workers on the construction equipment can be improved.

Description

Technical Field

[0001] The present application relates to the field of data processing, and in particular to a construction site equipment monitoring method, system, device and storage medium. Background Art

[0002] Some construction sites will use stone crushers, crushers, sand making machines and other construction equipment to process and treat stone raw materials, breaking the stone raw materials into smaller particles and blocks for subsequent construction use. When construction equipment is used for a long time, some accessories are prone to wear due to long-term friction and impact. When the construction equipment is severely worn during operation, it is easy to cause equipment failure and affect the normal operation of the construction equipment.

[0003] At present, in order to extend the service life of construction equipment, construction site staff are usually required to regularly inspect the construction equipment, discover abnormal phenomena and hidden dangers of the construction equipment against standards, or go to the site to repair the construction equipment when the construction equipment has an abnormality; however, if the construction site environment is harsh and the location is remote, it is easy for the equipment's professionals to not be able to provide timely assistance when the equipment fails. The process from feedback of the fault problem to handling is long, and it is easy for construction equipment failures to be discovered and handled untimely, increasing construction risks. Summary of the invention

[0004] In order to improve the work efficiency of professional construction personnel in daily maintenance and monitoring of construction equipment, the present application provides a construction site equipment monitoring method, system, device and storage medium.

[0005] In the first aspect, the construction site equipment monitoring method provided by the present application adopts the following technical solution: The construction equipment is provided with a collection component, which is used to collect operating parameters of various systems when the construction equipment is running. The construction site equipment monitoring method includes: Receive first operating status information of the construction equipment; the first operating status information is information used to characterize operating parameters of the construction equipment during operation; Determine the detection result information of the working state of the construction equipment according to the first operating state information; the working state of the construction equipment includes a normal state and an abnormal state; When the detection result information shows that the working state of the construction equipment is abnormal, a debugging instruction is sent to the terminal where the construction personnel are located, and a connection channel is established between the construction equipment and the terminal where the construction personnel are located to realize remote debugging of the construction equipment.

[0006] By adopting the above technical solution, the collection component can collect the operating parameters of each system when the construction equipment is running; after receiving the first operating status information, it is judged whether there is an abnormality in the construction equipment according to the first operating status information to determine the detection result information of the working status of the construction equipment; when the working status of the construction equipment is abnormal, a connection channel is established between the terminal where the construction personnel is located and the construction equipment; after the connection channel between the construction equipment and the terminal where the construction personnel is located is connected, the construction personnel can debug and control the construction equipment through software tools, and construction professionals do not need to rush to the construction site of the construction equipment, and can remotely debug the construction equipment in a different location, thereby improving the efficiency of construction professionals in maintaining the construction equipment.

[0007] Optionally, the first operating status information includes equipment vibration status information, equipment temperature status information, equipment pressure status information and equipment current status information; the equipment vibration status information is used to characterize the vibration status of the motor or bearing box of the construction equipment when it is running, the equipment temperature status information is used to characterize the temperature status of the motor and various moving friction parts of the construction equipment when it is running, the equipment pressure status information is used to characterize the pressure changes in the hydraulic system or gas system pipeline when the construction equipment is running, and the equipment current status information is used to characterize the current changes of the motor when the construction equipment is running.

[0008] By adopting the above technical solution, the specific content included in the first operating status information and the meaning of each data are clarified.

[0009] Optionally, the detection result information of determining the working state of the construction equipment according to the first operating state information includes: Comparing the first operating state information with preset construction equipment operating standard information; the construction equipment operating standard information is a threshold range of operating parameters when the construction equipment is in a normal state; If the comparison result between the first operation status information and the data of the construction equipment operation standard information meets the preset condition, it is determined that the working state of the construction equipment is normal, and the detection result of the working state of the construction equipment is obtained; Otherwise, it is determined that the working state of the construction equipment is an abnormal state, and a detection result of the working state of the construction equipment is obtained.

[0010] By adopting the above technical scheme, the method for judging the operating status of construction equipment is clarified. When the difference between the first operating status information and the data of the construction equipment operating standard information exceeds the preset range, it is determined that the working status of the construction equipment is abnormal, and a connection is established between the terminal where the construction personnel is located and the construction equipment, so that the construction personnel can debug and repair the construction equipment.

[0011] Optionally, after determining that the working state of the construction equipment is an abnormal state, before the remote debugging of the construction equipment, it also includes determining the fault location and fault type of the construction equipment, so that the construction personnel can clearly understand the debugging direction; Determining the fault location and fault type of the construction equipment includes: When it is determined that the working state of the construction equipment is an abnormal state, sending a collection instruction to the collection component; Receiving second operating status information acquired by the acquisition component in response to the acquisition instruction; the second operating status information includes multiple groups of data of the construction equipment during operation; The second operating status information is input into a fault analysis model, and the fault analysis model extracts data features from the second operating status information, outputs a fault location and a fault type of the construction equipment, so as to identify the construction personnel.

[0012] By adopting the above technical solution, the acquisition component continuously collects multiple groups of construction equipment operation data as the second operation parameter information after receiving the acquisition instruction; the more data samples are sampled, the more accurate the judgment of the construction equipment failure is, and the continuous collection of multiple groups of construction equipment operation data can make the obtained data more comprehensive, so as to improve the accuracy of the fault analysis model data analysis, thereby increasing the accuracy of the fault judgment results; the construction personnel can understand the location and debugging direction of the construction equipment problem according to the fault location and fault type, thereby improving the debugging efficiency.

[0013] Optionally, the construction site equipment monitoring method further includes: Determine, according to the fault location and the fault type, a worker who can handle the abnormal state of the construction equipment as the construction worker; Generate warning information based on the detection result information, the fault location and the fault type, and send the warning information to the client where the construction personnel are located.

[0014] By adopting the above technical solution, the early warning information can prompt the construction personnel, which not only enables the construction personnel to understand the failure of the construction equipment in advance, but also reminds the construction personnel to remotely debug and repair the construction equipment in time, thereby reducing the possibility of accidental interruption of the construction equipment during use and extending the service life of the construction equipment.

[0015] Optionally, the construction personnel's treatment plan is recorded to generate a monitoring log; The monitoring log is stored in association with the second operating status information, the fault location, and the fault type.

[0016] By adopting the above technical solution, construction personnel can analyze and process the status data of construction equipment according to the monitoring log during subsequent monitoring and maintenance of construction equipment, and formulate inspection cycles and maintenance plans for construction equipment according to historical fault locations and fault types, so as to facilitate construction personnel to manage the health of construction equipment and extend the service life of construction equipment.

[0017] In the second aspect, the construction site equipment monitoring system provided by the present application adopts the following technical solutions: Construction site equipment monitoring system, including: A collection component, which is used to collect operating parameters of various systems when the construction equipment is running; A receiving module, used to receive first operating status information of the construction equipment; the first operating status information is information used to characterize operating parameters of the construction equipment during operation; An information processing module, used to determine the detection result information of the working state of the construction equipment according to the first operating state information; the working state of the construction equipment includes a normal state and an abnormal state; The connection module is used to send a debugging instruction to the terminal where the construction personnel are located when the detection result information shows that the working state of the construction equipment is abnormal, and to establish a connection channel between the construction equipment and the terminal where the construction personnel are located, so as to realize remote debugging of the construction equipment.

[0018] By adopting the above technical solution, the collection component can collect the operating parameters of each system when the construction equipment is running; the receiving module can receive the first operating status information of the construction equipment; the information processing module can determine the detection result information of the working status of the construction equipment according to the first operating status information; when the working status of the construction equipment is abnormal, the connection module sends a debugging instruction to the terminal where the construction personnel are located, and establishes a connection channel between the construction equipment and the terminal where the construction personnel are located, so as to realize remote debugging of the construction equipment. The construction personnel do not need to rush to the construction site of the construction equipment, but can remotely debug the construction equipment in a different place, thereby improving the efficiency of the staff in maintaining the construction equipment.

[0019] Optionally, the connection channel between the construction equipment and the terminal where the construction personnel are located is established through a 5G mobile communication module.

[0020] By adopting the above technical solutions, the 5G mobile communication module has the characteristics of high data transmission efficiency, low latency and high reliability, which can improve the communication efficiency and accuracy of communication data between construction equipment and the terminals where construction personnel are located.

[0021] In a third aspect, the computer device provided by the present application adopts the following technical solution: A computer device includes a processor, a memory, and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, the above-mentioned construction site equipment monitoring method is implemented.

[0022] By adopting the above technical solution, a computer device capable of executing and implementing the above construction site equipment monitoring method is provided.

[0023] In a fourth aspect, the computer-readable storage medium provided in the present application adopts the following technical solution: A computer-readable storage medium storing a computer program; when the computer program is executed by a processor, the above-mentioned construction site equipment monitoring method is implemented.

[0024] By adopting the above technical solution, a carrier of a computer program for a construction site equipment monitoring method is provided.

[0025] In summary, this application includes the following beneficial technical effects: By analyzing and processing the first operating status information, it is determined whether there is an abnormality in the construction equipment, thereby obtaining the detection result information of the working status of the construction equipment; when the working status of the construction equipment is abnormal, a debugging designation is sent to the terminal where the construction personnel are located, and a connection channel between the terminal where the construction personnel are located and the construction equipment is automatically established; after the connection channel between the construction equipment and the terminal where the construction personnel are located is connected, the construction personnel can debug and control the construction equipment through software tools. The construction personnel do not need to rush to the construction site of the construction equipment, and can remotely debug the construction equipment at a different location, thereby improving the efficiency of the staff in monitoring and maintaining the construction equipment. BRIEF DESCRIPTION OF THE DRAWINGS

[0026] Figure 1 is a flowchart of a method for monitoring construction site equipment in one embodiment of the present application; Figure 2 This is a flowchart of a method for monitoring construction site equipment in another embodiment of the present application; Figure 3 is a flow chart of a method for determining a fault location and a fault type of construction equipment in the present application; Figure 4 It is a system architecture diagram of the construction site equipment monitoring system in this application; Figure 5 It is a module diagram of the construction site equipment monitoring system in this application; Figure 6 It is a module schematic diagram of the computer device of the present application.

[0027] Figure numerals: 11. cloud management system; 12. mobile communication module; 2. acquisition component; 3. receiving module; 4. information processing module; 5. connection module; 6. fault analysis model; 7. early warning module; 8. log generation module; 91. processor; 92. memory. DETAILED DESCRIPTION

[0028] In order to make the purpose, technical solution and advantages of the present application more clearly understood, the present application is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application and are not used to limit the present application.

[0029] The embodiments of the present application disclose a construction site equipment monitoring method, system, device and storage medium.

[0030] refer to Figure 1 , a construction site equipment monitoring method, comprising the following steps: S200: Receive first operating status information of the construction equipment.

[0031] The first operating status information is information used to characterize the operating parameters of each system when the construction equipment is running; in this embodiment, there are multiple construction equipment, and each construction equipment is provided with a collection component 2. The first operating status information is collected by the collection component 2, and the collection component 2 can collect the operating parameters of multiple systems when the construction equipment is running; wherein the multiple systems of the construction equipment include a lubrication system, an electrical system, and a power system.

[0032] In some examples of the present application, the first operating status information includes device vibration status information, device temperature status information, device pressure status information, device current status information, and the like.

[0033] The equipment vibration status information is used to characterize the vibration status of the motor or bearing box of the construction equipment when it is running. In this embodiment, the acquisition component 2 includes a plurality of vibration sensors, and a plurality of vibration measuring points are arranged in the housing of the motor and the bearing box. The vibration sensors are fixedly arranged at the vibration measuring points on the outer wall of the motor and the inside of the bearing box. The plurality of vibration sensors are arranged one-to-one with the plurality of vibration measuring points. The vibration sensors can detect the vibration amplitude, frequency and phase of the motor (or bearing box) when the construction equipment is running to obtain the equipment vibration status information.

[0034] The equipment temperature status information is used to characterize the temperature status of the motor and various moving friction parts of the construction equipment when it is running. In this embodiment, the acquisition component 2 includes a plurality of temperature sensors, some of which are fixed on the motor casing, and other temperature sensors are set at various moving friction parts of the construction equipment; the temperature sensors can detect the real-time temperature of the motor and various temperature measuring points of the construction equipment when the construction equipment is running, and obtain the equipment temperature status information.

[0035] The equipment pressure status information is used to characterize the pressure changes in the hydraulic system or gas system pipeline when the construction equipment is running; in some examples of this embodiment, the acquisition component 2 includes a pressure sensor, which is arranged inside the pipeline in the hydraulic system or gas system pipeline. The pressure sensor can detect the data of the internal pressure of the pipeline to obtain the equipment pressure status information.

[0036] The equipment current status information is used to characterize the current changes of the motor when the construction equipment is running. In some examples of this embodiment, a clamp ammeter can be used to measure the current changes of the motor. When in use, the magnet of the clamp ammeter is placed on the wire of the motor to obtain the real-time current value of the motor when it is working; in another example of this embodiment, a current transformer, a matching ammeter or a multi-function power meter can be used to measure the real-time current value of the motor when it is working; the real-time current value of the motor when it is working can also be obtained by any method, which is not limited by this embodiment.

[0037] S400: Determine the detection result information of the working state of the construction equipment according to the first operating state information.

[0038] The working status of construction equipment includes normal status and abnormal status.

[0039] Specifically, after receiving the first operating status information, the first operating status information is compared with preset construction equipment operating standard information; wherein the construction equipment operating standard information is a threshold range of operating parameters when the construction equipment is in a normal state; If the comparison result between the first operation status information and the data of the construction equipment operation standard information meets the preset condition (that is, the difference between the data of the first operation status information and the data of the construction equipment operation standard information is within the preset threshold range), the working state of the construction equipment is determined to be a normal state, and the detection result of the working state of the construction equipment is obtained; When the difference between the data of the first operating status information and the data of the construction equipment operating standard information exceeds a preset threshold range, the working status of the construction equipment is determined to be an abnormal state, and a detection result of the working status of the construction equipment is obtained.

[0040] S600: When the detection result information shows that the working state of the construction equipment is abnormal, a debugging instruction is sent to the terminal where the construction personnel are located, and a connection channel is established between the construction equipment and the terminal where the construction personnel are located to realize remote debugging of the construction equipment.

[0041] After the connection channel between the construction equipment and the terminal where the construction personnel are located is connected, the terminal where the construction personnel are located can use software tools to debug the PLC device (Programmable Logic Controller), such as reading program status, modifying program parameters, monitoring I / O status, etc.; the terminal where the construction personnel are located transmits the control instructions to the construction equipment with abnormal operating status through the cloud server and gateway device, thereby realizing the remote debugging of the construction equipment by the construction personnel, allowing the construction personnel to maintain the construction equipment in a different location, quickly solving problems that arise during the operation of the PLC in a different location, and improving the efficiency of the staff in maintaining the construction equipment.

[0042] After completing the debugging operation, you can use the software tool to disconnect the remote connection with the PLC device, record the debugging results and the construction personnel's treatment plan, and generate a monitoring log; the monitoring log includes the device name, equipment number, equipment fault location, equipment fault type and solution; the construction personnel can analyze and process the status data of the construction equipment according to the monitoring log, and the staff can formulate the inspection cycle and maintenance plan of the construction equipment according to the monitoring log, so as to facilitate the construction personnel to manage the health of the construction equipment and extend the service life of the construction equipment.

[0043] In another embodiment of the present application, refer to Figure 2 After determining that the working state of the construction equipment is abnormal, before sending a debugging instruction to the terminal where the construction personnel are located and establishing a connection channel between the construction equipment and the terminal where the construction personnel are located to realize remote debugging of the construction equipment, the on-site equipment monitoring method also includes: S500: Determine the fault location and fault type of the construction equipment to identify the construction personnel.

[0044] Reference Figure 3 , step S500 includes: S510: When it is determined that the working state of the construction equipment is an abnormal state, a collection instruction is sent to the collection component 2.

[0045] S520: Receive second operating status information collected by the collection component 2 in response to the collection instruction, where the second operating status information is used to determine a construction equipment failure.

[0046] After receiving the collection instruction, the collection component 2 continuously collects multiple sets of data when the construction equipment is running as the second operating parameter information, so as to facilitate the construction personnel to analyze the operating failure of the construction equipment. The collection method of the second operating parameter information can refer to the introduction of the aforementioned embodiment, which will not be repeated here. The more data samples are sampled, the more accurate the judgment of the construction equipment failure is. Continuously collecting multiple sets of data when the construction equipment is running makes the obtained data more comprehensive, reduces the possibility of abnormal working state due to state switching of the construction equipment or short-term interference from the outside world, and increases the accuracy of the fault judgment result.

[0047] S530: Input the second operation status information into the fault analysis model 6, extract data features from the second operation status information, and output the fault location and fault type of the construction equipment, so that the construction personnel can clearly understand the debugging direction.

[0048] Specifically, after receiving the data of the second operating state information, the fault analysis model 6 pre-filters and removes noise on the data to eliminate interference from irrelevant data and improve the quality of the data and the accuracy of the fault analysis; Afterwards, the fault analysis model 6 extracts data features, including frequency domain features, time domain features and statistical features of the data, and compares the extracted data features with the fault features of the construction equipment to determine the fault location and fault type of the construction equipment.

[0049] In some examples of the present embodiment, before inputting the second operating status information into the fault analysis model 6, historical data is first obtained as a training sample, and the feature vector of the historical data is input into the convolutional neural network model to train the neural network model, and the trained convolutional neural network is used as the required fault analysis model 6; in some examples of the present embodiment, the neural network model can select a BP neural network model (Error Back Propagation Training, BP for short), and the BP neural network model learns and summarizes the historical data that has been entered to obtain the final fault analysis model 6 to improve the efficiency of identifying construction equipment faults.

[0050] In another embodiment of the present application, the field device monitoring method further includes the following steps: S540: Determine, according to the fault location and the fault type, a worker who can handle the abnormal state of the construction equipment as a construction worker.

[0051] According to the fault location and fault type, staff who can handle problems with the construction equipment are selected from the company's construction personnel list as construction personnel, and a connection is established between the construction personnel's terminal and the construction equipment with the problem, so as to enable the construction personnel to remotely debug the construction equipment with the problem.

[0052] S550: Generate warning information based on the detection result information, fault location and fault type, and send the warning information to the client where the construction personnel are located.

[0053] The early warning information can prompt construction personnel so that they can deal with the failure of construction equipment in time; construction personnel can adjust the failure location and failure type of construction equipment in advance according to the early warning information, thereby improving the efficiency of problem handling.

[0054] In some examples of the present embodiment, the on-site equipment monitoring method also includes storing the monitoring log in association with the second operating status information, the fault location and the fault type, so that the construction personnel are unable to analyze the cause of the fault based on the second operating status information when subsequently retrieving the monitoring log; so that the construction personnel can specify the later maintenance plan for the construction equipment based on the monitoring log and the working status of the construction equipment.

[0055] Based on the same design concept, this embodiment also discloses a construction site equipment monitoring system.

[0056] Reference Figure 4 , the construction site equipment monitoring system includes a cloud management system 11 and a plurality of construction equipment, and the construction equipment is communicatively connected to the cloud management system 11. It can be understood by those skilled in the art that the communication connection between the construction equipment and the cloud management system 11 can be achieved by wired means or by wireless means; in order to ensure the flexibility of the use of the construction equipment, in some examples of the present embodiment, the construction equipment includes a wireless communication module, and the wireless communication includes at least one of a mobile communication module 12, a Bluetooth communication module, and a WiFi communication module. In a preferred embodiment of the present application, the wireless communication module in the construction equipment is a 5G mobile communication module, and the 5G mobile communication module has high data transmission efficiency, low latency, and high reliability, and can improve the communication efficiency and accuracy of communication data between the construction equipment, the cloud management system 11, and the terminal where the construction personnel are located.

[0057] In some other examples of this embodiment, the mobile communication module 12 may also be a 3G mobile communication module, a 4G mobile communication module or a communication module of other communication formats. It can be understood by those skilled in the art that, compared with the WiFi communication module, the mobile communication module 12 automatically connects to the network after the construction equipment is powered on, which is conducive to reducing the burden on users using the construction equipment and improving the efficiency of equipment use.

[0058] It is understandable that the cloud management system 11 can be deployed on a server or a server cluster formed by at least two servers. In some examples of this embodiment, the cloud management system 11 and the construction equipment can be directly connected to each other based on the 5G mobile communication network. In other examples of this embodiment, the cloud management system 11 and the construction equipment can also be connected to each other through other servers.

[0059] In order to facilitate construction personnel to view the operating status data of construction equipment, the construction equipment is connected to an application client, which is set on the terminal where the construction personnel are located. The application client includes an application (Application, APP) and / or a mini-program.

[0060] In some examples of this embodiment, in order to facilitate construction personnel to view the detection result information of the working status of construction equipment, the construction equipment supports association with the APP or mini program on the terminal where the construction personnel are located. The association between the APP or mini program on the terminal where the construction personnel are located and the construction equipment can be managed and maintained by the application server; the construction equipment is connected to the application server, and the user logs in to the application server through the APP to complete the association and binding between his APP account and his construction equipment.

[0061] There are many ways to associate and bind. For example, the user enters the unique device identifier of his or her construction equipment on the APP, such as at least one of the device serial number and MAC address. The APP transmits the unique device identifier to the application server, and the application server stores the correspondence between the unique device identifier and the user's APP account. For another example, the user controls the construction equipment and the APP to transmit matching pairing keys to the application server respectively, and the application server establishes and stores the correspondence between the construction equipment and the APP account based on the received pairing key.

[0062] refer to Figure 5 The construction site equipment monitoring system also includes a collection component 2, a receiving module 3, an information processing module 4 and a connection module 5. The signal input end of the receiving module 3 is communicatively connected to the signal output end of the collection component 2, the signal input end of the information processing module 4 is communicatively connected to the signal output end of the receiving module 3, and the signal input end of the connection module 5 is communicatively connected to the signal output end of the information processing module.

[0063] The collection component 2 can collect the operating parameters of each system when the construction equipment is running; the receiving module 3 can receive the first operating status information of the construction equipment; the first operating status information is information used to characterize the operating parameters of each system when the construction equipment is running; The information processing module 4 can determine the detection result information of the working state of the construction equipment according to the first operating state information; When the working state of the construction equipment is abnormal, the connection module 5 sends a debugging instruction to the terminal where the construction personnel are located, and establishes a connection channel between the construction equipment and the terminal where the construction personnel are located, so as to realize remote debugging of the construction equipment. The construction personnel do not need to rush to the construction site of the construction equipment, and can remotely debug the construction equipment at a different location, thereby improving the efficiency of the staff in maintaining the construction equipment.

[0064] refer to Figure 5 The construction site equipment monitoring system also includes a fault analysis model 6, an early warning module 7 and a log generation module 8, the signal output end of the fault analysis model 6 is communicatively connected to the signal output end of the acquisition component 2, the signal input ends of the early warning module 7 and the log generation module 8 are communicatively connected to the signal output end of the fault analysis model 6, and the signal output ends of the early warning module 7 and the log generation module 8 are communicatively connected to the signal input end of the terminal where the construction personnel are located; The fault analysis model 6 can determine the fault location and fault type of the construction equipment based on the data collected by the acquisition component 2; the early warning module 7 can generate early warning information based on the detection result information, fault location and fault type, and send the early warning information to the client where the construction personnel are located, so that the construction personnel can understand the fault situation of the construction equipment in advance, and remind the construction personnel to remotely debug and repair the construction equipment in time, reduce the possibility of accidental interruption of the construction equipment during use, and extend the service life of the construction equipment.

[0065] After the collection component 2 collects the second state parameter information of the construction equipment, the second state parameter information is transmitted to the application server. The fault analysis model 6 set in the application server analyzes the detection results of the construction equipment's operating status, and then transmits the fault location and fault type to the client. Construction personnel can view the detection result information and fault-related data of the construction equipment's working status through user terminals such as mobile phones, tablets, and smart watches, thereby improving the construction personnel's efficiency in handling faults.

[0066] The various variations and specific examples of the monitoring method provided in the above embodiment are also applicable to the monitoring system of this embodiment. Through the above detailed description of the construction equipment monitoring method, technical personnel in this field can clearly know the implementation method of the construction equipment monitoring system in this embodiment. For the sake of brevity of the specification, it will not be described in detail here.

[0067] In order to better execute the program of the above method, the embodiment of the present application also provides a computer device, such as Figure 6 As shown, the computer device includes a processor 91 and a memory 92 .

[0068] A computer device may be implemented in a variety of forms, including devices such as mobile phones, tablet computers, PDAs, laptop computers, and desktop computers.

[0069] The memory 92 may be used to store instructions, programs, codes, code sets or instruction sets. The memory 92 may include a program storage area and a data storage area, wherein the program storage area may store instructions for implementing an operating system, instructions for at least one function, and instructions for implementing the construction equipment monitoring method provided in the above embodiment, etc.; the data storage area may store data involved in the construction equipment monitoring method provided in the above embodiment, etc.

[0070] The processor 91 may include one or more processing cores. The processor 91 executes various functions and processes data of the present application by running or executing instructions, programs, code sets or instruction sets stored in the memory 92, calling the data stored in the memory 92. The processor 91 may be at least one of an application-specific integrated circuit (ASIC), a digital signal processor (DSP), a digital signal processing device (DSPD), a programmable logic device (PLD), a field programmable gate array (FPGA), a central processing unit (CPU), a controller, a microcontroller and a microprocessor. It can be understood that for different devices, the electronic device used to implement the functions of the processor 91 may also be other, and the embodiments of the present application are not specifically limited.

[0071] The present application embodiment provides a computer-readable storage medium, for example, including: a USB flash drive, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk, and other media that can store program codes. The computer-readable storage medium stores a computer program that can be loaded by a processor and execute the construction equipment monitoring method of the above embodiment.

[0072] As described above, the above embodiments are only used to introduce the technical solution of the present application in detail, but the description of the above embodiments is only used to help understand the method and core idea of ​​the present application and should not be understood as limiting the present application. Any changes or substitutions that can be easily thought of by technicians in this technical field within the technical scope disclosed in the present application should be included in the protection scope of the present application.

Claims

1. A construction site equipment monitoring method, characterized in that: A collection component (2) is provided on the construction equipment, and the collection component (2) is used to collect operating parameters of various systems when the construction equipment is running. The construction site equipment monitoring method comprises: Receive first operating status information of the construction equipment; the first operating status information is information used to characterize operating parameters of the construction equipment during operation; Determine the detection result information of the working state of the construction equipment according to the first operating state information; the working state of the construction equipment includes a normal state and an abnormal state; When the detection result information shows that the working state of the construction equipment is abnormal, a debugging instruction is sent to the terminal where the construction personnel are located, and a connection channel is established between the construction equipment and the terminal where the construction personnel are located to realize remote debugging of the construction equipment.

2. The construction site equipment monitoring method according to claim 1, characterized in that: The first operation status information includes equipment vibration status information, equipment temperature status information, equipment pressure status information and equipment current status information; The equipment vibration state information is used to characterize the vibration state of the motor or bearing box when the construction equipment is running. The equipment temperature state information is used to characterize the temperature state of the motor and various moving friction parts when the construction equipment is running. The equipment pressure state information is used to characterize the pressure changes in the hydraulic system or gas system pipeline when the construction equipment is running. The equipment current state information is used to characterize the current changes of the motor when the construction equipment is running.

3. The construction site equipment monitoring method according to claim 1, characterized in that: The detection result information of determining the working state of the construction equipment according to the first operating state information includes: Comparing the first operating state information with preset construction equipment operating standard information; the construction equipment operating standard information is a threshold range of operating parameters when the construction equipment is in a normal state; If the comparison result between the first operation status information and the data of the construction equipment operation standard information meets the preset condition, it is determined that the working state of the construction equipment is normal, and the detection result of the working state of the construction equipment is obtained; Otherwise, it is determined that the working state of the construction equipment is an abnormal state, and a detection result of the working state of the construction equipment is obtained.

4. The construction site equipment monitoring method according to claim 3, characterized in that: After determining that the working state of the construction equipment is abnormal, and before the remote debugging of the construction equipment, it also includes: determining the fault location and fault type of the construction equipment so that the construction personnel can clearly understand the debugging direction; Determining the fault location and fault type of the construction equipment includes: When it is determined that the working state of the construction equipment is an abnormal state, sending a collection instruction to the collection component (2); receiving second operating status information collected by the collection component (2) in response to the collection instruction; the second operating status information includes a plurality of groups of data when the construction equipment is in operation; The second operating status information is input into a fault analysis model (6), and the fault analysis model (6) extracts data features from the second operating status information and outputs the fault location and fault type of the construction equipment, so that the construction personnel can clearly understand the debugging direction.

5. The construction site equipment monitoring method according to claim 4, characterized in that: The following steps are also included: Determine, according to the fault location and the fault type, a worker who can handle the abnormal state of the construction equipment as the construction worker; Early warning information is generated based on the detection result information, the fault location and the fault type, and the early warning information is sent to the client where the construction personnel are located.

6. The construction site equipment monitoring method according to claim 4, characterized in that: The method also includes recording the construction personnel's processing plan and generating a monitoring log; and storing the monitoring log in association with the second operating status information, the fault location and the fault type.

7. Construction site equipment monitoring system, characterized in that: include: A collection component (2), the collection component (2) is used to collect operating parameters of various systems when the construction equipment is running; A receiving module (3) is used to receive first operating status information of the construction equipment; the first operating status information is information used to characterize operating parameters of the construction equipment during operation. An information processing module (4) is used to determine the detection result information of the working state of the construction equipment according to the first operating state information; the working state of the construction equipment includes a normal state and an abnormal state; A connection module (5) is used to send a debugging instruction to the terminal where the construction personnel are located when the detection result information shows that the working state of the construction equipment is abnormal, and to establish a connection channel between the construction equipment and the terminal where the construction personnel are located, so as to realize remote debugging of the construction equipment.

8. The construction site equipment monitoring system according to claim 7, characterized in that: The connection channel between the construction equipment and the terminal where the construction personnel are located is established through a 5G mobile communication module.

9. A computer device, characterized in that: It comprises a processor (91), a memory (92), and a computer program stored in the memory (92) and executable on the processor (91); when the processor (91) executes the computer program, the construction site equipment monitoring method as claimed in any one of claims 1 to 6 is implemented.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores a computer program; when the computer program is executed by a processor, the construction site equipment monitoring method according to any one of claims 1 to 6 is implemented.

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