CN114580877A - Engineering supervision safety monitoring method and system - Google Patents

Engineering supervision safety monitoring method and system Download PDF

Info

Publication number
CN114580877A
CN114580877A CN202210181848.3A CN202210181848A CN114580877A CN 114580877 A CN114580877 A CN 114580877A CN 202210181848 A CN202210181848 A CN 202210181848A CN 114580877 A CN114580877 A CN 114580877A
Authority
CN
China
Prior art keywords
information
equipment
determining
personnel
safety hazard
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202210181848.3A
Other languages
Chinese (zh)
Inventor
郑志迁
郝思思
苗姗姗
闫佩佩
翟金旺
马晓芳
梁振伟
崔晓静
梁文丽
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Jiananan Engineering Management Co ltd
Original Assignee
China Jiananan Engineering Management Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China Jiananan Engineering Management Co ltd filed Critical China Jiananan Engineering Management Co ltd
Priority to CN202210181848.3A priority Critical patent/CN114580877A/en
Publication of CN114580877A publication Critical patent/CN114580877A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06395Quality analysis or management
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/08Construction
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management

Landscapes

  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Engineering & Computer Science (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Economics (AREA)
  • Educational Administration (AREA)
  • Development Economics (AREA)
  • Marketing (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Theoretical Computer Science (AREA)
  • Primary Health Care (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Alarm Systems (AREA)

Abstract

The application provides a method and a system for supervising and monitoring engineering safety, wherein the method comprises the following steps: acquiring engineering monitoring information, wherein the engineering monitoring information comprises: personnel state information, equipment state information, building information, environment information and power utilization information; determining whether potential safety hazard information exists in the personnel state information, the equipment state information, the building information, the environment information and the power utilization information; if the potential safety hazard information exists, warning information corresponding to the potential safety hazard information is generated; and determining the client equipment corresponding to each piece of warning information, and sending the warning information to the corresponding client equipment for warning processing. The workload of supervision personnel is reduced by an automatic early warning mode, and supervision efficiency and supervision service quality are improved.

Description

Engineering supervision safety monitoring method and system
Technical Field
The application relates to the field of project supervision safety monitoring, in particular to a project supervision safety monitoring method and system.
Background
Project supervision refers to the entrust of a supervision unit with related qualification by a party A, and represents a specialized service activity for monitoring the project construction of a party B by the party A according to project construction documents approved by the country, laws and regulations related to the project construction, project construction supervision contracts and other project construction contracts. Safety is particularly important for engineering construction. The conventional engineering supervision safety monitoring mode is that a plurality of supervisors go to the engineering location to investigate in real time to obtain monitoring information, upload the monitoring information to the database, carry out personnel's browsing to the monitoring information in the database, after confirming that there is the safety problem in the monitoring information, feed back the monitoring information to the supervision unit to carry out safety warning. However, the personnel monitoring engineering safety needs to determine the potential safety hazard condition manually, the workload of the personnel is monitored, and the monitoring efficiency is low.
Disclosure of Invention
In order to improve supervision efficiency, the application provides a method, a device, a system and a medium for engineering supervision safety monitoring.
In a first aspect, the present application provides a method for supervising and monitoring engineering safety, including:
acquiring engineering monitoring information, wherein the engineering monitoring information comprises: personnel state information, equipment state information, building information, environment information and power utilization information;
determining whether potential safety hazard information exists in the personnel state information, the equipment state information, the building information, the environment information and the electricity utilization information;
if the potential safety hazard information exists, warning information corresponding to the potential safety hazard information is generated;
and determining client equipment corresponding to each piece of warning information, and sending the warning information to the corresponding client equipment for warning processing.
Through the technical scheme, in the project supervision process, the implementation condition of the project supervised at present is known through acquiring the project monitoring information in real time, whether potential safety hazard information exists in each information in the project monitoring information is determined, the warning information is automatically generated after the potential safety hazard information exists, safety early warning is carried out, corresponding client equipment is enabled to obtain the warning information in time, the workload of supervision personnel is reduced through an automatic early warning mode, and the supervision efficiency is improved.
Preferably, before determining whether the information about the status of the person, the status of the device, the information about the building, the information about the environment, and the information about the power consumption has the information about the potential safety hazard, the method further includes:
respectively extracting characteristic values of the personnel state information, the equipment state information, the building information, the environment information and the electricity utilization information, detecting the characteristic values according to corresponding malicious detection rules, and determining whether malicious information exists;
and if the malicious information exists, sending a malicious information prompt.
Through the technical scheme, after the engineering monitoring information is obtained, safety detection is performed on the engineering monitoring information, information safety is guaranteed, risks caused by data tampering are avoided, malicious information prompting is performed after the fact that the engineering monitoring information has malicious information is determined, information safety is guaranteed, and therefore the reason manager can obtain correct information, and user experience is improved.
Preferably, when the personnel state information includes a face image, a current personnel working environment and current equipment wearing information, the process of determining whether the personnel state information is potential safety hazard information includes:
determining target equipment wearing information corresponding to the current working environment of the personnel from the corresponding relationship between the preset working environment of the personnel and the safety equipment wearing information;
judging whether the current equipment wearing information is consistent with the target equipment wearing information or not, and if not, determining that the personnel state information is potential safety hazard information;
if the face features are consistent with the face features, extracting the face features in the face image, comparing the face features with a face feature library established in advance, and determining whether the face features are legal persons or not; and if the personnel state information is not legal personnel, determining that the personnel state information is potential safety hazard information.
Through the technical scheme, the safety equipment is worn in the scheme, whether the personnel state information is determined to be potential safety hazard information in two aspects of legal personnel is determined, the accuracy of determining the personnel safety information is improved, and the safety of the personnel in the construction process is guaranteed through timely safety early warning.
Preferably, when the device state information includes a working environment of each device and a condition of each component of the device, determining whether the device state information is potential safety hazard information includes:
predicting whether the equipment is dangerous according to the working environment of the equipment, and if so, determining that the equipment state information is potential safety hazard information;
if not, determining whether the conditions of each component of the equipment are abnormal, and if so, determining that the equipment state information is potential safety hazard information, wherein the conditions of each component of the equipment comprise an operation condition and a maintenance condition.
Therefore, whether the equipment state information is the potential safety hazard information or not is determined according to the working environment of the equipment and the conditions of all components of the equipment, the safety problem of the equipment caused by the external environment can be monitored, the safety problem of the equipment caused by the conditions of all components in the equipment can be monitored, and the safety condition of the equipment is monitored in the internal and external aspects.
Preferably, the process of determining whether the environmental information is the safety hazard information includes:
judging whether the environmental information comprises dangerous environmental information or not, wherein the dangerous environmental information comprises any one of typhoon, hail, tornado and rainstorm;
and if so, determining that the environmental information is potential safety hazard information.
Through the technical scheme, the environmental information can be monitored in real time, when the environmental information is dangerous environmental information, construction of projects cannot be carried out, and construction safety is improved.
Preferably, when the electricity consumption information includes: when the power consumption speed of electronic box wiring, each power consumption node, peripheral hardware electric wire state, confirm whether the power consumption information is the potential safety hazard information, include:
determining whether disordered wiring of an electric box exists or not, the power consumption speed of a power consumption node is higher than a preset power consumption speed, and the state of a peripheral wire is any one of aging or breakage according to the power consumption information;
and if so, determining the power utilization information as potential safety hazard information.
Through the technical scheme, when the situation that the chaotic wiring of the electric box, the power consumption speed of the power consumption node is higher than the preset power consumption speed and the state of the peripheral electric wire is any one of aging or damage is determined, the power consumption information is determined to be potential safety hazard information, the power consumption safety is considered from all aspects, and the safety problem caused by the power consumption problem in the construction process is avoided.
Preferably, the process of acquiring the peripheral wire status in the power consumption information includes:
receiving an image of a peripheral wire acquired by the inspection robot;
carrying out state recognition on the image by using an image algorithm to obtain the state of the peripheral wire; the state of the peripheral electric wire comprises whether the peripheral electric wire is aged or not and whether the circuit is damaged or not.
Through the technical scheme, the inspection robot is used for acquiring the state of the peripheral electric wire without manual site determination, and the acquisition efficiency is improved.
Preferably, when the building information is stress information of a set position of the engineering building, determining whether the building information is potential safety hazard information includes:
judging whether the stress information is dangerous stress information or not;
and if so, determining that the building information is the potential safety hazard information.
Through the technical scheme, whether the engineering building has stress risk or not is monitored in real time, the safety problem of the building is caused, and the quality of the engineering building is guaranteed.
Preferably, the determining the client device corresponding to each piece of alert information and sending the alert information to the corresponding client device for alert processing includes:
determining an alarm score according to the weight corresponding to each alarm message;
and determining the client equipment corresponding to the warning information according to the warning score, and sending the warning information to the corresponding client equipment for warning processing.
Through the technical scheme, the corresponding client equipment is determined according to the warning score determined by the weight, the information can be sent to the corresponding client equipment according to the requirement, the applicability of safety early warning is improved, and corresponding personnel can timely require a construction unit to modify or suspend construction according to the information.
In a second aspect, the present application provides an engineering supervision safety monitoring device, including:
the engineering monitoring information acquisition module is used for acquiring engineering monitoring information, wherein the engineering monitoring information comprises: personnel state information, equipment state information, building information, environment information and power utilization information;
the determining module is used for determining whether potential safety hazard information exists in the personnel state information, the equipment state information, the building information, the environment information and the electricity utilization information;
the warning information generation module is used for generating warning information corresponding to the potential safety hazard information if the potential safety hazard information exists;
the warning module is used for determining the client equipment corresponding to each warning message and sending the warning message to the corresponding client equipment for warning processing
Through the technical scheme, in the project supervision process, the implementation condition of the project supervised at present is known through acquiring the project monitoring information in real time, whether potential safety hazard information exists in each information in the project monitoring information is determined, the warning information is automatically generated after the potential safety hazard information exists, safety early warning is carried out, corresponding client equipment is enabled to obtain the warning information in time, the workload of supervision personnel is reduced through an automatic early warning mode, and the supervision efficiency is improved.
In a third aspect, the present application provides an engineering supervision safety monitoring system, including:
one or more processors;
a memory;
one or more applications, wherein the one or more applications are stored in the memory and configured to be executed by the one or more processors, the one or more programs configured to: executing the project supervision safety monitoring method according to any one of the above.
Through the technical scheme, in the project supervision process, the implementation condition of the project supervised at present is known through acquiring the project monitoring information in real time, whether potential safety hazard information exists in each information in the project monitoring information is determined, the warning information is automatically generated after the potential safety hazard information exists, safety early warning is carried out, corresponding client equipment is enabled to obtain the warning information in time, the workload of supervision personnel is reduced through an automatic early warning mode, and the supervision efficiency is improved.
In a fourth aspect, the present application provides a computer-readable storage medium comprising: a computer program capable of being loaded by a processor and executing the method for supervising and monitoring engineering safety is stored.
Through the technical scheme, in the project supervision process, the implementation condition of the project supervised at present is known through acquiring the project monitoring information in real time, whether potential safety hazard information exists in each information in the project monitoring information is determined, the warning information is automatically generated after the potential safety hazard information exists, safety early warning is carried out, corresponding client equipment is enabled to obtain the warning information in time, the workload of supervision personnel is reduced through an automatic early warning mode, and the supervision efficiency is improved.
In summary, the present application includes at least one of the following beneficial technical effects:
1. the workload of supervision personnel is reduced through an automatic early warning mode, and supervision efficiency is improved.
2. After the engineering monitoring information is obtained, safety detection is firstly carried out on the engineering monitoring information, the safety of the information is guaranteed, risks caused by data tampering are avoided, malicious information prompting is carried out after the fact that the engineering monitoring information has malicious information is confirmed, the safety of the information is guaranteed, and therefore all information obtained by a proctoring person is correct information, and user experience is improved.
Drawings
Fig. 1 is a schematic flowchart of a method for supervising and monitoring engineering safety according to an embodiment of the present disclosure;
fig. 2 is a schematic flowchart of an engineering supervision security monitoring apparatus according to an embodiment of the present disclosure;
fig. 3 is a schematic flowchart of an engineering supervision security monitoring system according to an embodiment of the present disclosure.
Detailed Description
The present application is described in further detail below with reference to figures 1-3.
Those skilled in the art who review this disclosure may make modifications to the embodiments as necessary without inventive contribution thereto, but are still within the scope of the present application to the full extent permitted by the law.
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
In addition, the term "and/or" herein is only one kind of association relationship describing an associated object, and means that there may be three kinds of relationships, for example, a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the character "/" herein generally indicates that the former and latter related objects are in an "or" relationship, unless otherwise specified.
The embodiments of the present application will be described in further detail with reference to the drawings attached hereto.
The embodiment of the application provides an engineering supervision safety monitoring method, which is executed by an engineering supervision safety monitoring system, wherein the engineering supervision safety monitoring system can be a server or a terminal device, the server can be an independent physical server, a server cluster or a distributed system formed by a plurality of physical servers, and a cloud server for providing cloud computing service. The terminal device may be a smart phone, a tablet computer, a notebook computer, a desktop computer, and the like, but is not limited thereto, the terminal device and the server may be directly or indirectly connected through a wired or wireless communication manner, and an embodiment of the present application is not limited thereto, as shown in fig. 1, the method includes:
and S110, acquiring engineering monitoring information.
Wherein, engineering monitoring information includes: personnel status information, equipment status information, building information, environmental information, and electricity usage information.
The execution main body of the embodiment is an engineering supervision safety monitoring system, a monitoring platform can be arranged on the engineering supervision safety monitoring system and used for monitoring engineering information, and the engineering supervision safety monitoring method further comprises the following steps: and determining engineering monitoring information, wherein the monitored engineering information can be manually preset, and can also be determined according to the monitored engineering type.
Thus, in one implementable embodiment, engineering monitoring information is determined, including: and acquiring monitoring options triggered by a user, and determining engineering monitoring information according to the monitoring options. Wherein, can be that it has a plurality of control options to show on engineering supervision safety monitoring system and supply the user to trigger, and control the option and include at least: personnel state information, equipment state information, building information, environment information and power utilization information; of course, progress information and fund consumption information may be included.
In another implementable embodiment, determining engineering monitoring information includes: and determining the project type, and determining corresponding monitored project information from preset monitoring information according to the project type.
Furthermore, the manner of acquiring the engineering monitoring information in this embodiment may be that the equipment connected to the engineering supervision safety monitoring system acquires and then sends the acquired information, may also be manually input, and may also be transmitted through other client devices.
And S120, determining whether safety hazard information exists in the personnel state information, the equipment state information, the building information, the environment information and the power utilization information.
The method comprises the steps of determining whether potential safety hazards exist in corresponding targets according to target information, and if the potential safety hazards exist in the corresponding targets, determining the target information as the potential safety hazard information; for example, whether the equipment has potential safety hazard is determined according to the equipment state information, and if the equipment has the potential safety hazard, the equipment information is determined to be the potential safety hazard information. The personnel state information comprises personnel images and equipment wearing information, and can also comprise medical information of personnel; the device state information includes: the working environment of the equipment, the conditions of each component of the equipment and the maintenance condition of the equipment can also be included; the environmental information includes current weather information; the electricity consumption information includes: the wiring of the electric box, the power consumption speed of each position, the state of an external electric wire and protective measures of the electric box can be included; the building information includes stress information of a set position of the construction building, and may also include image information of all aspects of the construction building.
And S130, if the potential safety hazard information exists, generating warning information corresponding to the potential safety hazard information.
When any information in the engineering monitoring information is the potential safety hazard information, the warning information corresponding to the potential safety hazard information is obtained. For example, when the personnel state information is the safety hazard information, the corresponding warning information includes the personnel identity and the warning words. And if the potential safety hazard information does not exist, continuously acquiring the engineering monitoring information.
S140, determining the client equipment corresponding to each piece of warning information, and sending the warning information to the corresponding client equipment for warning processing.
And different client devices and the warning information have corresponding relations. In one implementation, determining the client device corresponding to each alert information includes: and determining target information in the engineering monitoring information corresponding to the warning information, and determining target client equipment from the corresponding relation between the prestored information and the client equipment according to the target information. In another implementation, determining the client device corresponding to each alert information includes: determining target information in the engineering information corresponding to each warning information, and determining warning values according to the weight values of all the target information; and determining the target client equipment from the corresponding relation between the predetermined warning value and the client equipment according to the warning value.
Sending the warning information to the client equipment for warning, wherein the warning information can be sent to the client equipment in a text form; and the data can also be sent to the client device in a voice broadcasting mode. The client device can have the authority to log in the platform so as to check various information in time and acquire the warning information.
Based on the technical scheme, in the engineering supervision process, the implementation condition of the currently supervised engineering is known by acquiring the engineering monitoring information in real time, whether potential safety hazard information exists in each information in the engineering monitoring information is determined, the warning information is automatically generated after the potential safety hazard information exists, and safety early warning is performed, so that the corresponding client equipment can timely obtain the warning information, the workload of supervision personnel is reduced by an automatic early warning mode, and the supervision efficiency and the supervision service quality are improved.
Further, before determining whether potential safety hazard information exists in the personnel state information, the equipment state information, the building information, the environment information and the power consumption information in order to ensure that the acquired engineering monitoring information is not tampered, the method further comprises the following steps: respectively extracting characteristic values of personnel state information, equipment state information, building information, environment information and electricity utilization information, detecting the characteristic values according to corresponding malicious detection rules, and determining whether malicious information exists; and if the malicious information exists, sending a malicious information prompt.
Specifically, characteristic values of personnel state information, equipment state information, building information, environment information and power utilization information are respectively extracted, the characteristic values are detected according to corresponding malicious detection rules, and whether malicious information exists is determined; and detecting according to the corresponding malicious detection rule to determine whether malicious information exists. When malicious information exists, a malicious information prompt can be sent out, and meanwhile, the malicious information can be automatically filtered, so that the accuracy and the data safety of data are guaranteed.
Therefore, after the engineering monitoring information is obtained, the safety detection is firstly carried out on the engineering monitoring information, the safety of the information is guaranteed, the risk caused by data tampering is avoided, the malicious information prompt is carried out after the malicious information of the engineering monitoring information is determined, the safety of the information is guaranteed, the information which is obtained by a proctoring person is correct, and the user experience is improved.
Further, the present embodiment provides a method for determining whether the personnel state information is the potential safety hazard information, specifically, when the personnel state information includes a face image, a current personnel working environment and current equipment wearing information, a process for determining whether the personnel state information is the potential safety hazard information includes:
s11 (not shown in the drawing), determining target equipment wearing information corresponding to the current personnel working environment from the preset corresponding relationship between the personnel working environment and the safety equipment wearing information;
the mode of acquiring the personnel state information can be acquiring personnel images acquired by the camera device; carrying out environment recognition and worn safety equipment recognition on the personnel image, and determining the current personnel working environment and the current equipment wearing information; meanwhile, image segmentation is carried out according to the personnel image to obtain a face image.
The purpose of this step is in order to confirm the corresponding target wearing information under current personnel work environment. It is understood that the safety equipment in different working environments, i.e. different environments, is worn differently, for example, when patrolling, the worn safety equipment is a safety helmet; when carrying out high altitude construction, the safety equipment of wearing includes safety helmet and safety rope, consequently, prestore has personnel's operational environment and the corresponding relation that the information was worn to the safety equipment, for example, personnel's operational environment 1 corresponds safety equipment and wears information 1, and personnel's operational environment 2 corresponds safety equipment and wears information 2, and personnel's operational environment 3 corresponds safety equipment and wears information 3. The acquisition of the working environment of the personnel can be determined by performing feature extraction according to the acquired environment and performing feature matching according to the extracted features.
S12 (not shown in the drawing), determining whether the current equipment wearing information is consistent with the target equipment wearing information, and if not, determining that the personnel state information is the safety hazard information;
s13 (not shown in the figure), if the facial features are consistent, extracting the facial features in the facial image, comparing the facial features with a pre-established facial feature library, and determining whether the facial features are legal persons; and if the personnel state information is not legal personnel, determining that the personnel state information is potential safety hazard information.
The pre-established face feature library is the face feature library of all persons related to the current project, and the purpose of face feature comparison is to determine whether the person is a participant of the current project, namely, a legal person.
And carrying out consistency determination on the current equipment wearing information and the target wearing information. If the information is inconsistent, determining the personnel state information as potential safety hazard information; and if the information is not consistent, determining whether the personnel is legal or not, if so, determining that the personnel state information is safety information, and if not, determining that the personnel state information is potential safety hazard information.
It can be seen that, in the embodiment, the equipment wearing information corresponding to the current personnel working environment in the personnel state information is compared with the target equipment wearing information corresponding to the preset personnel working environment and safety equipment wearing information, when the comparison is consistent, whether the personnel is legal personnel of the current project is determined by comparing the face images, and the personnel state information is determined to be safe information only if the comparison between the two is successful, or else, the personnel is potential safety hazard information.
Based on the above embodiment, S13 further includes: if the person is a legal person, extracting the medical information of the current person; and determining the disease level of the current personnel according to the medical information, and determining the status information of the personnel as the potential safety hazard information when the disease level reaches a set level.
It can be seen that, in the embodiment, after a legal person is determined, the level of the disease is determined according to the registered medical information, when the person works with the disease, if the disease level reaches the set level, it is indicated that great potential safety hazards exist for the physical health of the person when the person continues to work, prompt can be timely performed, and physical injuries caused by the over-work of the person are avoided.
Further, this embodiment provides a method for determining whether device status information is hidden danger information, and specifically, when the device status information includes a working environment of each device and a condition of each component of the device, determining whether the device status information is hidden danger information includes:
s21 (not shown in the figure), predicting whether the equipment is dangerous or not according to the working environment of the equipment, and if so, determining the equipment state information as potential safety hazard information;
and acquiring working environment images of the equipment acquired by the camera device, analyzing according to the working environment images, and determining the working environment of the equipment. Specifically, the image feature extraction can be performed by using video stream data acquired by an unmanned aerial vehicle or a fixed camera to determine the working environment.
It can be understood that when the equipment is hoisted, because the high-altitude operation has high risk, the determined working environment includes whether the equipment is in contact with a fixed object, and after the distance between the equipment and the fixed object is determined to be greater than a set distance according to the working environment, the situation that danger is generated, collision is generated or lifting injury is caused is predicted to occur. For another example, when the device is performing ground work, the working environment may be wading, road surface; when the wading condition of the working environment is the wading condition, predicting that the equipment is about to be dangerous; when the road surface of the working environment is too large or too small in inclination angle, the risk of rollover can occur, and the equipment is predicted to be dangerous. Of course, there may be other cases where the present embodiment is not limited, as long as the object of the present embodiment can be achieved.
And S22 (not shown in the figure), if not, determining whether the conditions of each component of the equipment are abnormal, and if so, determining that the equipment state information is the potential safety hazard information, wherein the conditions of each component of the equipment comprise an operation condition and a maintenance condition.
And after the equipment is predicted not to be dangerous, acquiring the operation condition of each component of the equipment to determine whether the condition of the working environment of abnormal personnel of the component exists. It can be understood that components of different devices are different in structure, but the operation condition and the maintenance condition of each component also need to be determined in time, and when the operation condition is that the components cannot normally operate, the components are in failure and need to be repaired in time; when the maintenance time is exceeded and the components are continuously used, the service life of the components is shortened on one hand, and dangers are caused in the construction process on the other hand.
Therefore, in the embodiment, whether the equipment state information is the potential safety hazard information is determined by the working environment of the equipment and the conditions of all the components of the equipment, so that the safety problem of the equipment caused by the external environment and the safety problem of the equipment caused by the conditions of all the components in the equipment can be monitored, and the safety condition of the equipment is monitored in the internal and external aspects.
Further, this embodiment provides a mode of determining whether the environmental information is the potential safety hazard information, and specifically, a process of determining whether the environmental information is the potential safety hazard information includes:
s31 (not shown in the drawings), determining whether the environmental information includes dangerous environmental information, wherein the dangerous environmental information includes any one of typhoon, hail, tornado, and rainstorm;
s32 (not shown in the drawing), if yes, the environmental information is determined to be the safety hazard information.
Therefore, the embodiment can monitor the environmental information in real time, and confirm that the construction of the project cannot be carried out when the environmental information is dangerous environmental information, so that the construction safety is improved.
Further, the embodiment provides a manner for determining whether the power consumption information is the safety hazard information, and specifically, when the power consumption information includes: when the power consumption speed of electronic box wiring, each power consumption node, peripheral hardware electric wire state, confirm whether the power consumption information is the potential safety hazard information, include:
s41 (not shown in the figure), determining whether there is a disordered connection of the electric box according to the electricity consumption information, the electricity consumption speed of the electricity consumption node is greater than the preset electricity consumption speed, and the state of the peripheral electric wire is any one of aging or breakage;
s42 (not shown in the drawing), if yes, the power consumption information is determined to be the safety hazard information.
The method for acquiring the power consumption information is not limited in this embodiment.
Specifically, the process of obtaining the wiring of the electrical box comprises the following steps: and acquiring an electric box wiring image sent by the camera device, and determining the electric box wiring condition according to the electric box wiring image. The process of acquiring the power consumption speed of each power consumption node comprises the following steps: reading the power consumption of each power utilization node in a set time period; and determining the power consumption speed of each power consumption node in the set time period according to the power consumption.
The process of acquiring the peripheral electric wire state in the electricity utilization information comprises the following steps: receiving an image of a peripheral wire acquired by the inspection robot; performing state recognition on the image by using an image algorithm to obtain the state of the peripheral wire; the state of the peripheral electric wire comprises whether the peripheral electric wire is aged or not and whether the circuit is damaged or not. The inspection robot can collect images in the inspection process, and after the engineering supervision safety monitoring system receives the information, the engineering supervision safety monitoring system can identify the information by using an image algorithm to determine the state of the peripheral electric wire. Furthermore, the image acquisition position information of the image can be acquired, and after aging or damage is determined, a technician can determine the position in time to maintain the circuit. In conclusion, the peripheral electric wire state is acquired by the inspection robot, manual site determination is not needed, and acquisition efficiency is improved.
When the situation that the disordered wiring of the electric box exists, the power consumption speed of the power consumption node is higher than the preset power consumption speed, and the state of the peripheral electric wire is any one of aging or damage is determined, the power consumption information is determined to be potential safety hazard information, the power consumption safety is considered from all aspects, and the safety problem caused by the power consumption problem in the construction process is avoided.
Further, this embodiment provides a mode of determining whether the building information is the potential safety hazard information, specifically, the building information is stress information of a set position of the engineering building, and determining whether the building information is the potential safety hazard information, including:
s51 (not shown in the drawing), determining whether the stress information is dangerous stress information;
and S52 (not shown in the drawing), if yes, determining that the building information is the potential safety hazard information.
The process of acquiring stress information comprises the following steps: and arranging stress sensors at set positions of the engineering building to obtain stress information of each key set position so as to determine whether potential safety hazards exist according to the stress information.
The embodiment monitors whether the engineering building has stress risk or not in real time, causes the problem of building safety, and ensures the quality of the engineering building.
Based on any of the above embodiments, S140 includes:
s141 (not shown in the drawings), determining an alert score according to the weight corresponding to each alert information;
s142 (not shown in the drawings), determining the client device corresponding to the warning information according to the warning score, and sending the warning information to the corresponding client device for warning processing.
It is understood that the safety levels of the personnel state information, the equipment state information, the building information, the environment information and the electricity utilization information are different, and the corresponding weights are different. And scoring according to the weight corresponding to each warning message to obtain warning scores, wherein the client devices corresponding to different warning scores are different.
For example, when the alert score is in the first score interval, the corresponding client device is a; when the warning score is in a second score interval, the corresponding client devices are a and b; when the warning score is in the third scoring interval, the corresponding client devices are a, b and c. When the warning score is in a first score interval, the corresponding client equipment is the client equipment of each responsible person plus the client equipment corresponding to the first-level manager; when the warning score is in a second score interval, corresponding client equipment of each responsible person and client equipment corresponding to second-level management personnel; and when the warning score is in a third scoring interval, the corresponding client equipment is the client equipment corresponding to the client equipment of each responsible person plus the third-level manager. And each value of the first scoring interval is smaller than each value of the second scoring interval, and each value of the second scoring interval is smaller than each value of the third scoring interval.
Therefore, the corresponding client equipment is determined according to the warning score determined by the weight, information can be sent to the corresponding client equipment according to requirements, and the applicability of safety early warning is improved, so that corresponding personnel can timely require a construction unit to modify or suspend construction according to the information.
The above embodiments introduce a method for supervising and monitoring engineering safety from the perspective of a method flow, and the following embodiments introduce a device for supervising and monitoring engineering safety from the perspective of a virtual module or a virtual unit, which are described in detail in the following embodiments.
Referring to fig. 2, the present embodiment provides an engineering supervision safety monitoring apparatus, including:
the engineering monitoring information obtaining module 210 is configured to obtain engineering monitoring information, where the engineering monitoring information includes: personnel state information, equipment state information, building information, environment information and power utilization information;
the determining module 220 is configured to determine whether potential safety hazard information exists in the personnel state information, the equipment state information, the building information, the environment information and the power utilization information;
the warning information generating module 230 is configured to generate warning information corresponding to the potential safety hazard information if the potential safety hazard information exists;
an alert module 240, configured to determine a client device corresponding to each alert information, and send the alert information to the corresponding client device for alert processing
Through the technical scheme, in the project supervision process, the implementation condition of the project supervised at present is known through acquiring the project monitoring information in real time, whether potential safety hazard information exists in each information in the project monitoring information is determined, the warning information is automatically generated after the potential safety hazard information exists, safety early warning is carried out, corresponding client equipment is enabled to obtain the warning information in time, the workload of supervision personnel is reduced through an automatic early warning mode, and the supervision efficiency and the supervision service quality are improved.
Preferably, the method further comprises the following steps:
the characteristic value extraction module is used for respectively extracting characteristic values of personnel state information, equipment state information, building information, environment information and electricity utilization information, detecting the characteristic values according to corresponding malicious detection rules and determining whether malicious information exists;
and the malicious information prompting module is used for sending a malicious information prompt if malicious information exists.
Preferably, when the personnel state information includes a face image, a current personnel work environment and current equipment wearing information, the determining module 220 includes:
a personnel state information security determination unit for:
determining target equipment wearing information corresponding to the current working environment of the personnel from the corresponding relationship between the preset working environment of the personnel and the safety equipment wearing information;
judging whether the current equipment wearing information is consistent with the target equipment wearing information or not, and if not, determining that the personnel state information is potential safety hazard information;
if the face features are consistent with the face features, extracting the face features in the face image, comparing the face features with a face feature library established in advance, and determining whether the face features are legal persons or not; and if the personnel state information is not legal personnel, determining that the personnel state information is potential safety hazard information.
Preferably, when the device status information includes the operating environment of each device and the condition of each component of the device, the determining module 220 includes:
a device state information security determination unit to:
predicting whether the equipment is dangerous or not according to the working environment of the equipment, and if so, determining that the equipment state information is potential safety hazard information;
if not, determining whether the conditions of each component of the equipment are abnormal, and if so, determining that the equipment state information is the potential safety hazard information, wherein the conditions of each component of the equipment comprise an operation condition and a maintenance condition.
Preferably, the determining module 220 includes:
an environmental information security determination unit to:
the process of determining whether the environmental information is the potential safety hazard information includes:
judging whether the environmental information comprises dangerous environmental information or not, wherein the dangerous environmental information comprises any one of typhoon, hail, tornado and rainstorm;
and if so, determining that the environmental information is the potential safety hazard information.
Preferably, the electricity consumption information includes: when the electronic box wiring, the power consumption speed of each power consumption node, the peripheral hardware electric wire state, confirm module 220, include:
a power consumption information security determination unit for:
determining whether chaotic wiring of an electric box exists or not according to the electricity utilization information, the electricity consumption speed of the electricity utilization node is greater than the preset electricity consumption speed, and the state of the peripheral electric wire is any one of aging or breakage;
and if so, determining the power utilization information as potential safety hazard information.
Preferably, the engineering monitoring information obtaining module includes:
the electricity information acquiring unit may include: a peripheral wire unit state obtaining subunit for:
receiving an image of a peripheral wire acquired by the inspection robot;
performing state recognition on the image by using an image algorithm to obtain the state of the peripheral wire; the state of the peripheral electric wire comprises whether the peripheral electric wire is aged or not and whether the circuit is damaged or not.
Preferably, when the building information is stress information of a set position of the engineering building, the determining module 220 includes:
a building information security determination unit to:
judging whether the stress information is dangerous stress information or not;
and if so, determining that the building information is the potential safety hazard information.
Preferably, the alert module 240 is configured to:
determining an alarm score according to the weight corresponding to each alarm message;
and determining the client equipment corresponding to the warning information according to the warning score, and sending the warning information to the corresponding client equipment for warning processing.
An embodiment of the present application provides an engineering supervision safety monitoring system, as shown in fig. 3, an engineering supervision safety monitoring system 300 shown in fig. 3 includes: a processor 301 and a memory 303. Wherein processor 301 is coupled to memory 303, such as via bus 302. Optionally, the project administration safety monitoring system 300 may further include a transceiver 304. It should be noted that the transceiver 304 is not limited to one in practical applications, and the structure of the engineering supervision security monitoring system 300 does not constitute a limitation to the embodiment of the present application.
The Processor 301 may be a CPU (Central Processing Unit), a general-purpose Processor, a DSP (Digital Signal Processor), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array) or other Programmable logic device, a transistor logic device, a hardware component, or any combination thereof. Which may implement or perform the various illustrative logical blocks, modules, and circuits described in connection with the disclosure. The processor 301 may also be a combination of computing functions, e.g., comprising one or more microprocessors, a combination of a DSP and a microprocessor, or the like.
Bus 302 may include a path that carries information between the aforementioned components. The bus 302 may be a PCI (Peripheral Component Interconnect) bus, an EISA (Extended Industry Standard Architecture) bus, or the like. The bus 302 may be divided into an address bus, a data bus, a control bus, and the like. For ease of illustration, only one thick line is shown in FIG. 3, but this does not mean only one bus or one type of bus.
The Memory 303 may be a ROM (Read Only Memory) or other type of static storage device that can store static information and instructions, a RAM (Random Access Memory) or other type of dynamic storage device that can store information and instructions, an EEPROM (Electrically Erasable Programmable Read Only Memory), a CD-ROM (Compact Disc Read Only Memory) or other optical Disc storage, optical Disc storage (including Compact Disc, laser Disc, optical Disc, digital versatile Disc, blu-ray Disc, etc.), a magnetic Disc storage medium or other magnetic storage device, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer, but is not limited to these.
The memory 303 is used for storing application program codes for executing the scheme of the application, and the processor 301 controls the execution. The processor 301 is configured to execute application program code stored in the memory 303 to implement the aspects illustrated in the foregoing method embodiments.
Wherein, the engineering supervision safety monitoring system includes but not limited to: mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., in-vehicle navigation terminals), and the like, and fixed terminals such as digital TVs, desktop computers, and the like. But also a server, etc. The engineering supervision security monitoring system shown in fig. 3 is only an example, and should not bring any limitation to the functions and the use range of the embodiment of the present disclosure.
The present application provides a computer-readable storage medium, on which a computer program is stored, which, when running on a computer, enables the computer to execute the corresponding content in the foregoing method embodiments. Compared with the prior art, in the engineering supervision process, the implementation condition of the currently supervised engineering is known by acquiring the engineering monitoring information in real time, whether potential safety hazard information exists in each piece of information in the engineering monitoring information is determined, the warning information is automatically generated after the potential safety hazard information exists, and safety early warning is carried out, so that the corresponding client equipment can timely obtain the warning information, the workload of supervision personnel is reduced by an automatic early warning mode, and the supervision efficiency and the supervision service quality are improved.
It should be understood that, although the steps in the flowcharts of the figures are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and may be performed in other orders unless explicitly stated herein. Moreover, at least a portion of the steps in the flow chart of the figure may include multiple sub-steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed alternately or alternately with other steps or at least a portion of the sub-steps or stages of other steps.
The foregoing is only a partial embodiment of the present application, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present application, and these modifications and decorations should also be regarded as the protection scope of the present application.

Claims (10)

1. A project supervision safety monitoring method is characterized by comprising the following steps:
acquiring engineering monitoring information, wherein the engineering monitoring information comprises: personnel state information, equipment state information, building information, environment information and power utilization information;
determining whether potential safety hazard information exists in the personnel state information, the equipment state information, the building information, the environment information and the electricity utilization information;
if the potential safety hazard information exists, warning information corresponding to the potential safety hazard information is generated;
and determining client equipment corresponding to each piece of warning information, and sending the warning information to the corresponding client equipment for warning processing.
2. The project supervision safety monitoring method according to claim 1, wherein before determining whether there is any safety risk information in the personnel state information, the equipment state information, the building information, the environment information, and the electricity utilization information, the method further comprises:
respectively extracting characteristic values of the personnel state information, the equipment state information, the building information, the environment information and the electricity utilization information, detecting the characteristic values according to corresponding malicious detection rules, and determining whether malicious information exists;
and if the malicious information exists, sending a malicious information prompt.
3. The project supervision safety monitoring method according to claim 1, wherein when the personnel state information includes a face image, a current personnel working environment and current equipment wearing information, the process of determining whether the personnel state information is potential safety hazard information includes:
determining target equipment wearing information corresponding to the current personnel working environment from a preset corresponding relation between the personnel working environment and the safety equipment wearing information;
judging whether the current equipment wearing information is consistent with the target equipment wearing information or not, and if not, determining that the personnel state information is potential safety hazard information;
if the face features are consistent with the face features, extracting the face features in the face image, comparing the face features with a face feature library established in advance, and determining whether the face features are legal persons or not; and if the personnel state information is not legal personnel, determining that the personnel state information is potential safety hazard information.
4. The project supervision safety monitoring method according to claim 1, wherein when the equipment state information includes the working environment of each equipment and the condition of each component of the equipment, determining whether the equipment state information is the safety hazard information includes:
predicting whether the equipment is dangerous according to the working environment of the equipment, and if so, determining that the equipment state information is potential safety hazard information;
if not, determining whether the conditions of each component of the equipment are abnormal, and if so, determining that the equipment state information is potential safety hazard information, wherein the conditions of each component of the equipment comprise an operation condition and a maintenance condition.
5. The project supervision safety monitoring method according to claim 1, wherein the process of determining whether the environmental information is the safety hazard information comprises:
judging whether the environmental information comprises dangerous environmental information or not, wherein the dangerous environmental information comprises any one of typhoon, hail, tornado and rainstorm;
and if so, determining that the environmental information is potential safety hazard information.
6. The project supervision safety monitoring method according to claim 1, characterized in that when the electricity information includes: when the power consumption speed of electronic box wiring, each power consumption node, peripheral hardware electric wire state, confirm whether the power consumption information is the potential safety hazard information, include:
determining whether chaotic wiring of an electric box exists or not, the power consumption speed of a power consumption node is higher than a preset power consumption speed, and the state of an external electric wire is any one of aging or breakage according to the power consumption information;
and if so, determining the power utilization information as potential safety hazard information.
7. The project supervision safety monitoring method according to claim 6, characterized in that the process of obtaining the state of the peripheral electric wire in the electricity utilization information comprises:
receiving an image of a peripheral wire acquired by the inspection robot;
carrying out state recognition on the image by using an image algorithm to obtain the state of the peripheral wire; the state of the peripheral electric wire comprises whether the peripheral electric wire is aged or not and whether the circuit is damaged or not.
8. The project supervision safety monitoring method according to claim 1, wherein when the building information is stress information of a set position of a project building, determining whether the building information is potential safety hazard information comprises:
judging whether the stress information is dangerous stress information or not;
and if so, determining that the building information is the potential safety hazard information.
9. The project supervision safety monitoring method according to any one of claims 1 to 8, wherein the determining the client device corresponding to each warning message and sending the warning message to the corresponding client device for warning processing comprises:
determining an alarm score according to the weight corresponding to each alarm message;
and determining the client equipment corresponding to the warning information according to the warning score, and sending the warning information to the corresponding client equipment for warning processing.
10. An engineering supervision safety monitoring system, comprising:
one or more processors;
a memory;
one or more applications, wherein the one or more applications are stored in the memory and configured to be executed by the one or more processors, the one or more programs configured to: executing the project supervision safety monitoring method according to any one of claims 1-9.
CN202210181848.3A 2022-02-25 2022-02-25 Engineering supervision safety monitoring method and system Pending CN114580877A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202210181848.3A CN114580877A (en) 2022-02-25 2022-02-25 Engineering supervision safety monitoring method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202210181848.3A CN114580877A (en) 2022-02-25 2022-02-25 Engineering supervision safety monitoring method and system

Publications (1)

Publication Number Publication Date
CN114580877A true CN114580877A (en) 2022-06-03

Family

ID=81775109

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202210181848.3A Pending CN114580877A (en) 2022-02-25 2022-02-25 Engineering supervision safety monitoring method and system

Country Status (1)

Country Link
CN (1) CN114580877A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115660648A (en) * 2022-11-05 2023-01-31 一鸣建设集团有限公司 Building outer wall maintenance system
CN117499241A (en) * 2023-11-03 2024-02-02 广东省建筑工程监理有限公司 Intelligent supervision data dynamic processing method and system

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107146024A (en) * 2017-05-08 2017-09-08 合肥工业大学 The three-dimensional dynamic safety management method of building enterprise's overall process
CN109765461A (en) * 2019-02-21 2019-05-17 国网山东省电力公司临沂供电公司 Transmission line of electricity monitoring system and method based on temperature monitoring
CN110807895A (en) * 2019-10-14 2020-02-18 珠海市魅族科技有限公司 Monitoring method, device, equipment and storage medium based on intelligent wearable equipment
CN110995808A (en) * 2019-11-25 2020-04-10 国网安徽省电力有限公司建设分公司 Power grid infrastructure site safety dynamic management and control system based on ubiquitous power Internet of things
CN111638751A (en) * 2020-05-19 2020-09-08 广东小天才科技有限公司 Wearable device based safety early warning method and device and wearable device
CN113159730A (en) * 2021-05-11 2021-07-23 浙江工正工程管理有限公司 Project supervision information management method, system, intelligent device and storage medium
KR102282433B1 (en) * 2021-03-03 2021-07-26 방재웅 Smart supervision system
CN113449301A (en) * 2021-06-22 2021-09-28 深信服科技股份有限公司 Sample detection method, device, equipment and computer readable storage medium

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107146024A (en) * 2017-05-08 2017-09-08 合肥工业大学 The three-dimensional dynamic safety management method of building enterprise's overall process
CN109765461A (en) * 2019-02-21 2019-05-17 国网山东省电力公司临沂供电公司 Transmission line of electricity monitoring system and method based on temperature monitoring
CN110807895A (en) * 2019-10-14 2020-02-18 珠海市魅族科技有限公司 Monitoring method, device, equipment and storage medium based on intelligent wearable equipment
CN110995808A (en) * 2019-11-25 2020-04-10 国网安徽省电力有限公司建设分公司 Power grid infrastructure site safety dynamic management and control system based on ubiquitous power Internet of things
CN111638751A (en) * 2020-05-19 2020-09-08 广东小天才科技有限公司 Wearable device based safety early warning method and device and wearable device
KR102282433B1 (en) * 2021-03-03 2021-07-26 방재웅 Smart supervision system
CN113159730A (en) * 2021-05-11 2021-07-23 浙江工正工程管理有限公司 Project supervision information management method, system, intelligent device and storage medium
CN113449301A (en) * 2021-06-22 2021-09-28 深信服科技股份有限公司 Sample detection method, device, equipment and computer readable storage medium

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115660648A (en) * 2022-11-05 2023-01-31 一鸣建设集团有限公司 Building outer wall maintenance system
CN117499241A (en) * 2023-11-03 2024-02-02 广东省建筑工程监理有限公司 Intelligent supervision data dynamic processing method and system

Similar Documents

Publication Publication Date Title
CN114580877A (en) Engineering supervision safety monitoring method and system
CN101827096B (en) Cloud computing-based multi-user collaborative safety protection system and method
CN113726780B (en) Network monitoring method and device based on situation awareness and electronic equipment
CN110618890B (en) Fault processing method and device, electronic equipment and computer readable storage medium
CN110414603B (en) Method, apparatus, computer system, and medium for detecting mobile device
CN110751809A (en) Construction safety monitoring method and related product
CN111259682B (en) Method and device for monitoring safety of construction site
CN108076012A (en) Abnormal login determination methods and device
CN115546628A (en) Hydraulic engineering dam crack monitoring method, device, equipment and medium
CN107426196A (en) A kind of method and system of identification WEB invasions
CN111294347B (en) Safety management method and system for industrial control equipment
CN115174353B (en) Fault root cause determining method, device, equipment and medium
US20200394600A1 (en) Fire protection inspection method, fire protection inspection device, and remote device
CN114387762A (en) Building data management method, device, equipment and storage medium
CN114726642B (en) Quantification system based on network threat of power monitoring system
CN114372311B (en) BIM-based design detection method and device, electronic equipment and storage medium
CN115965913A (en) Security monitoring method, device and system and computer readable storage medium
CN114154915A (en) Data processing method and device for risk management and control of power equipment
CN116644962A (en) Risk assessment method and device for building construction supervision based on artificial intelligence
CN111049685A (en) Network security sensing system, network security sensing method and device of power system
CN110852091A (en) Method and device for monitoring wrongly written characters, electronic equipment and computer readable medium
CN115659351A (en) Information security analysis method, system and equipment based on big data office
CN115329314A (en) Face authentication method, device, equipment, system, storage medium and product
CN115277472A (en) Network security risk early warning system and method for multidimensional industrial control system
CN113821856A (en) BIM-based chord bolting bolt falling prevention method, electronic equipment and medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination