CN113935645A - High-risk operation management and control system and method based on identification analysis technology - Google Patents

Abstract

The embodiment of the application provides a high-risk operation management and control system and method based on an identification analysis technology. The system comprises: the safety operation management subsystem is used for displaying operation approval data and field environment detection data and responding to the approval operation of a user; the edge terminal equipment is used for acquiring operation field video data collected by the video monitoring subsystem and analyzing the operation field video data to obtain an analysis result; the risk management and control subsystem is used for analyzing data in the system and pushing safety prompt information to a terminal or a display screen carried by a third person, the safety operation management subsystem, the edge end equipment and the risk management and control subsystem are interconnected and intercommunicated depending on operation ticket identification, so that information related to the operation ticket identification in the identification analysis secondary application platform can be inquired conveniently, intelligent analysis of the edge end equipment is utilized through the scheme, the efficiency and timeliness of risk identification are effectively improved, and the efficiency and safety of operation management and control are improved through processing of the risk management and control subsystem.

Description

High-risk operation management and control system and method based on identification analysis technology

Technical Field

The embodiment of the application relates to the technical field of safety management, in particular to a high-risk operation management and control system and method based on an identification analysis technology.

Background

Safety production is the key importance of the petrochemical industry, wherein, operation safety is an important component part of personnel behavior safety in a safety management system, the process supervision and control force on the operation safety is promoted, and operation safety accidents can be effectively avoided.

Petrochemical industry enterprises generally have established a set of safety control system, but still have a lot of problems: 1. the operation ticket management system in the petrochemical industry enterprise is used for managing high-risk operation ticket application and approval. However, the system has the problems that the signing substitution and the signing change are caused in the operation permission handling process, and related responsible persons cannot go to the operation site for confirmation, the operation permission system is not implemented in place, the operation risk identification is not in place, and a monitoring means is lacked in the operation process; 2. the video monitoring subsystem is an important component of safety control in petrochemical enterprises. However, in the actual use process, the video monitoring subsystem carries out field warning on high-altitude operation with possible risks through manually checking the video monitoring subsystem, the control level of the high-altitude operation is only related to the video monitoring point positions, the quantity and the definition, and the monitoring condition of manual judgment, the control element is single, the consideration is incomplete, and the possibility of missing judgment exists in manual identification; 3. petrochemical enterprises generally have the condition that a plurality of sets of information systems are responsible for different services, data communication among the systems requires a plurality of data interfaces to be established among the systems, the relationships among the systems are complex, and individual data islands are formed, so that data related to high-altitude operation safety cannot be shared, and operation risks possibly brought by various safety factors are difficult to comprehensively consider; 4. the prompt for the safety risk in the safety construction operation process of the petrochemical enterprise is generally informed manually on site by safety management personnel or sent by short messages, and when the hands are insufficient or blind areas appear due to monitoring with human factors, the early warning information is easy to delay or even cannot be sent.

Disclosure of Invention

The embodiment of the invention provides a high-risk operation management and control system and method based on an identification analysis technology, which realize intelligent identification and early warning of operation risks.

In an embodiment, an embodiment of the present application provides a high-risk job management and control system based on an identifier resolution technology, where the system includes:

the safety operation management subsystem is used for storing and displaying operation approval data and field environment detection data and responding to the approval operation of a user on the operation approval data and the field environment detection data;

the edge terminal equipment is used for acquiring the operation field video data acquired by the video monitoring subsystem and analyzing the operation field video data to obtain an analysis result;

the risk management and control subsystem is used for pushing safety prompt information to a terminal carried by a third person or a display screen according to operation field image information and safety measure detection information which are sent by the terminal carried by a first person at regular time, an evaluation result of field environment detection data which is collected by the terminal carried by a second person at regular time and an analysis result of edge terminal equipment after an approval result obtained by the safety operation subsystem responding to the approval operation of a user passes the approval;

the safety operation management subsystem, the edge terminal equipment and the risk management and control subsystem are interconnected and intercommunicated depending on the operation ticket identification, so that information associated with the operation ticket identification can be conveniently inquired in the identification analysis secondary application platform in the follow-up process.

In another embodiment, an embodiment of the present application further provides a high-risk job management and control method based on an identifier resolution technology, which is executed by a high-risk job management and control system based on an identifier resolution technology, where the system includes: the system comprises a safety operation management subsystem, edge end equipment and a risk management and control subsystem; the method comprises the following steps:

the safety operation management subsystem stores and displays operation approval data and field environment detection data and responds to the approval operation of a user on the operation approval data and the field environment detection data;

the method comprises the steps that an edge terminal device obtains operation field video data collected by a video monitoring subsystem, and analyzes the operation field video data to obtain an analysis result;

after the safety operation subsystem responds to the approval operation of the user and obtains an approval result, the risk management and control subsystem pushes safety prompt information to a terminal carried by a third person or a display screen according to operation field image information and safety measure detection information which are sent by the terminal carried by the first person at regular time, an evaluation result of field environment detection data which are collected by the terminal carried by the second person at regular time and an analysis result of edge terminal equipment;

the safety operation management subsystem, the edge terminal equipment and the risk management and control subsystem are interconnected and intercommunicated depending on the operation ticket identification, so that information associated with the operation ticket identification can be conveniently inquired in the identification analysis secondary application platform in the follow-up process.

The embodiment of the application provides a high risk operation management and control system based on identification analytic technique, and the system includes: the safety operation management subsystem is used for storing and displaying operation approval data and field environment detection data and responding to the approval operation of a user on the operation approval data and the field environment detection data; the edge terminal equipment is used for acquiring the operation field video data acquired by the video monitoring subsystem and analyzing the operation field video data to obtain an analysis result; and the risk management and control subsystem is used for pushing safety prompt information to a terminal carried by a third person or a display screen according to operation field image information and safety measure detection information which are regularly sent by the terminal carried by the first person, an evaluation result of field environment detection data which is regularly collected by the terminal carried by the second person and an analysis result of edge terminal equipment after the safety operation subsystem responds to the approval operation of the user and the approval result is passed. The safety operation management subsystem, the edge terminal equipment and the risk management and control subsystem are interconnected and intercommunicated depending on the operation ticket identification, so that information associated with the operation ticket identification can be conveniently inquired in the identification analysis secondary application platform in the follow-up process.

The high-risk operation management and control system based on the identification analysis technology is designed based on identification analysis, is developed and designed or compiled based on industrial interconnection, and comprises industrial internet platform application, behavior intelligent analysis of edge terminals and identification analysis secondary operation platform application. All the services of a high-risk management and control system based on identification analysis, such as a security operation permission management system, an emergency management system, a video monitoring subsystem, behavior intelligent analysis, operation process management and control, are communicated, all the services are realized through an identification analysis micro-service and a code assigning center of an enterprise intranet, and corresponding service process data are stored in a Mysql/OSS service in the cloud. The mobile application of the handheld terminal is developed based on an independent APP mode, the mobile application is connected and used through a 5G network on the network, and management services are based on a cloud PaaS platform. Firstly, the operation risk is fully evaluated through related data, then the operation application is approved, and the approval system is complete. Carry out the risk judgement through the cooperation AI image recognition to personnel's eminence work overall process on video monitoring's basis, realize that the risk analysis is automatic, and is intelligent, real-time, avoids the erroneous judgement or the missing judgement that manual identification caused. And relevant data of the operation environment safety are uniformly integrated into the risk management and control subsystem, so that comprehensive study and judgment on operation risks are facilitated. According to the research and judgment result, the found safety risk is sent to the operating personnel through various devices, so that the risk can be informed to the operating personnel in time, and the labor cost for carrying out risk prompt on the operating personnel on site is reduced.

The above summary of the present invention is merely an overview of the technical solutions of the present invention, and the present invention can be implemented in accordance with the content of the description in order to make the technical means of the present invention more clearly understood, and the above and other objects, features, and advantages of the present invention will be more clearly understood.

Drawings

Fig. 1 is a block diagram illustrating a structure of a high-risk job management and control system based on an identifier resolution technology according to an embodiment of the present application;

fig. 2 is a block diagram of a high-risk job management and control system based on an identifier resolution technology according to an embodiment of the present application;

fig. 3 is a functional architecture diagram of a high-risk job management and control system based on an identifier resolution technology according to an embodiment of the present application;

fig. 4 is a flowchart of a high-risk job management and control method based on an identifier resolution technology according to an embodiment of the present application;

FIG. 5 is a flowchart of operations provided by embodiments of the present application;

fig. 6 is a data flow diagram of high-altitude work risk identification and early warning service provided in the embodiment of the present application.

Detailed Description

Exemplary embodiments of the present invention will be described in more detail below with reference to the accompanying drawings, which show exemplary embodiments of the invention, however, it should be understood that the exemplary embodiments described herein are merely illustrative of the invention and are not limiting thereof. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art. In addition, it should be noted that, for convenience of description, only a part of structures related to the present invention, not all of the structures, are shown in the drawings.

Before discussing exemplary embodiments in more detail, it should be noted that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart may describe the operations (or steps) as a sequential process, many of the operations (or steps) can be performed in parallel, concurrently or simultaneously. In addition, the order of the operations may be re-arranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figure. The processes may correspond to methods, functions, procedures, subroutines, and the like.

The following embodiments and optional solutions thereof are described in detail with respect to the high-risk operation management and control system and method based on the identifier resolution technology and high-risk operation based on the identifier resolution technology provided in the embodiments of the present application.

Fig. 1 is a block diagram of a high-risk job management and control system based on an identifier resolution technology according to an embodiment of the present application. The technical scheme of the embodiment of the application can be suitable for the scenes of intelligent identification and early warning of operation risks. Typically, the method can be applied to intelligent recognition and early warning scenes of high-altitude operation risks. As shown in fig. 1, the high-risk job management and control system 100 based on the identifier resolution technology provided in the embodiment of the present application may include:

the safety operation management subsystem 110 is used for storing and displaying operation approval data and field environment detection data and responding to the approval operation of a user on the operation approval data and the field environment detection data;

the edge terminal device 120 is configured to obtain job site video data acquired by the video monitoring subsystem, and analyze the job site video data to obtain an analysis result;

and the risk management and control subsystem 130 is configured to, after the approval result obtained by the security operation subsystem in response to the approval operation of the user is that the approval is passed, push security prompt information to a terminal or a display screen carried by a third person according to operation site image information and security measure detection information periodically sent by the terminal carried by the first person, an evaluation result of field environment detection data periodically collected by the terminal carried by the second person, and an analysis result of the edge device.

The secure job management subsystem 110, the edge device 120, and the risk management and control subsystem 130 are interconnected and intercommunicated depending on the job ticket identifier, so that information associated with the job ticket identifier is conveniently queried in the identifier resolution secondary application platform.

In the embodiment of the present application, the high-risk job management and control system 100 based on the identifier parsing technology is designed based on the identifier parsing, and is developed and designed or written based on the industrial interconnection, including the application of an industrial internet platform, the intelligent behavior analysis of an edge terminal, and the application of an identifier parsing secondary operation platform. All the services of a safety operation permission management system, an emergency management system, a video monitoring subsystem, behavior intelligent analysis, operation process management and the like are opened based on all the applications of the high-risk management and control system 100 with the analyzed identifiers, all the services are realized through the identifier analysis micro-service and the code assigning center of the enterprise intranet, and corresponding service process data are stored in the Mysql/OSS service in the cloud. The mobile application of the handheld terminal is developed based on an independent APP mode, the mobile application is connected and used through a 5G network on the network, and management services are based on a cloud PaaS platform.

The job approval data in the secure job management subsystem 110 is data related to a job and used for approval of a job application, and when a worker applies for a certain job, the job approval data needs to be filled in the secure job management subsystem 110. The job approval data may include a job type, job content, job location, worker name, and department of the organization where the worker is located, and the like. The approver approves the job application after reviewing the job approval data written by the worker in the secure job management subsystem 110.

The field environment detection data in the safety operation management subsystem 110 refers to data that needs to be observed, collected and analyzed manually, and may be, for example, the height of the terrain of the operation field, whether the seal ring of the cylinder is intact, the gas collected from the sealed tank of the liquid chemical product, and the like. It can be understood that the staff can judge whether the operation site is safe or not and whether the operation site meets the construction conditions or not by acquiring the site environment detection data, and if the operation site does not meet the construction conditions, the potential safety hazard of the operation site needs to be checked.

The approver examines the operation approval data and the field environment detection data in the safety operation management subsystem 110, judges whether the operator has operation qualification and whether the operation environment meets the construction conditions, and then gives an approval result to the operation application of the operator. The examination and approval operation is that an examination and approval person examines the relevant data and gives an examination and approval result. The examination standard can be a set of standard commonly used in the field, and the examination and approval personnel give examination and approval results by judging whether the operation examination and approval data and the field environment detection data meet the standard.

The secure job management subsystem 110 displays the approval results on a screen in response to the user's approval operation. The displayed approval result may be "approved" or "not approved".

The edge device 120 is a device that can perform recognition analysis on the video image through artificial intelligence or the like, and may be a server, for example.

The video monitoring subsystem is used for collecting video data of a working site, and can be composed of a plurality of video cameras or intelligent terminals with photographing functions. The job site video data may be data related to the environment of the job site or video related to the operator at the job site. The video monitoring subsystem sends the collected video data of the operation site to the edge end device 120 for video analysis, and the analysis result may include whether the operation of the operator is illegal, whether the safety helmet of the operator is worn correctly, whether dangerous factors exist in the operation site, and the like.

The video monitoring subsystem in this embodiment of the present application may be a system independent of the high-risk job management and control system 100 based on the identifier resolution technology, or may also be a subsystem belonging to the high-risk job management and control system 100 based on the identifier resolution technology, which is not limited in this embodiment.

When the approval result of the approval personnel after approving the related data in the security job management subsystem 110 is that the approval is passed, the security job management subsystem 110 sends the approval result that the approval is passed to the risk management and control subsystem 130.

In the embodiment of the application, after the approval result of the operation application is that the approval is passed, the operator starts to operate on site. In the process of operation, a worker monitors and updates data related to the operation in real time, the updated data are sent to the risk management and control subsystem 130, and after the data are comprehensively analyzed, if abnormality is found, the risk management and control subsystem 130 pushes safety prompt information to the worker in a certain mode.

The first person and the second person may be any data collection person. The terminal carried by the first person may be a device capable of image, video capture and transmission, such as a video camera, a still camera, etc. The terminal carried by the second person may be a device capable of collecting chemical and biological information (e.g., gas) at the work site, such as a hand-held gas detector. The job site image information may include job environment image information, worker image information, and the like. The safety measure detection information indicates whether or not the worker has correctly taken a prescribed safety measure at the time of work. The third person may be a supervisor at the background or a field operator. The terminal carried by the third person is a device capable of transmitting and receiving information, and may be, for example, a handheld device (e.g., an intercom, a palm computer, etc.), a smart phone, a smart tablet, or the like. The display screen refers to a device which can only receive information and display the information. The safety prompt information can include information such as abnormal factors of the operation site and hidden danger of illegal operation of the operator.

The embodiment of the application provides a high risk operation management and control system based on identification analytic technique, and the system includes: the safety operation management subsystem is used for storing and displaying operation approval data and field environment detection data and responding to the approval operation of a user on the operation approval data and the field environment detection data; the edge terminal equipment is used for acquiring the operation field video data acquired by the video monitoring subsystem and analyzing the operation field video data to obtain an analysis result; and the risk control subsystem is used for pushing safety prompt information to a terminal carried by a third person or a display screen according to operation site image information and safety measure detection information which are regularly sent by the terminal carried by the first person, an evaluation result of site environment detection data which is regularly acquired by the terminal carried by the second person and an analysis result of edge end equipment after the safety operation subsystem responds to the approval result of the approval operation of the user and the approval result is passed.

The high-risk work management and control system 100 based on the identification analysis technology provided in this embodiment first performs a sufficient evaluation on the work risk through the related data, and then performs an approval on the work application, so that the approval system is complete. And secondly, risk judgment is carried out on the whole process of high-altitude operation of personnel by matching with AI image recognition on the basis of video monitoring, so that automation, intellectualization and real-time risk analysis are realized, and misjudgment or missed judgment caused by manual recognition is avoided. And the relevant data of the operation environment safety is uniformly integrated into the risk management and control subsystem 130 again, so that comprehensive study and judgment on the operation risk are facilitated. And finally, according to the research and judgment result, the found safety risk is sent to the operating personnel through various devices, so that the risk can be informed to the operating personnel in time, and the labor cost for carrying out risk prompt on the operating personnel on site is reduced.

In an implementation of the embodiments of the present application, the aspects of the embodiments of the present application may be combined with various alternatives in one or more of the embodiments described above. In the high-risk job management and control system 100 based on the identifier resolution technology according to the embodiment of the present application, the edge device 120 is specifically configured to: analyzing the video data of the operation site based on an intelligent analysis technology to obtain an analysis result which does not accord with a safe operation condition; wherein the analysis result which does not meet the safe operation condition comprises at least one item of operation personnel who do not wear safety helmets, do not wear safety belts, do not rule out climbing operation, have open fire in the operation field area and do not break into the operation area. The video data is acquired by a video monitoring subsystem carrying a camera identification, and the video monitoring subsystem comprises an automatic early warning camera and is used for automatically acquiring videos;

the camera identification is associated with the operation ticket identification so as to ensure that the area corresponding to the area identification in the operation ticket identification is consistent with the area corresponding to the camera identification, and the intelligent analysis technology comprises a video AI recognition technology, an edge calculation technology and a big data analysis model technology.

The intelligent analysis model is a model which can acquire relevant information from an input video image. The intelligent analysis model can be built based on algorithms such as machine learning or deep learning. According to the method and the device, risk factors are identified from the video data of the operation site through the intelligent analysis model, the intelligent analysis model identifies the video images based on an artificial intelligence technology, the identification accuracy is improved, and misjudgment or missed judgment caused by multiple reasons of manual monitoring, staring at the risk of falling off duty, incomplete watching, attention transfer, fatigue and missed-finding and missing alarm are avoided.

In the high-risk work management and control system 100 based on the identifier resolution technology according to the embodiment of the present application, the risk management and control subsystem 130 is further configured to:

and if the operation site image information and the safety measure detection information which are sent by the terminal carried by the first person regularly are not received at intervals of a first preset time, or the site environment detection data which are sent by the terminal carried by the second person regularly are not received at intervals of a second preset time, pushing safety prompt information to the terminal carried by the third person or a display screen.

The first preset time and the second preset time may be determined according to actual conditions, for example, the first preset time is set to 1 hour, and the second preset time is set to 2 hours. The first preset time and the second preset time may be the same or different.

When the risk management and control subsystem 130 detects that the job site image information and the safety measure detection information which are sent by the terminal carried by the first person regularly are not received at intervals of a first preset time, or the site environment detection data which are sent by the terminal carried by the second person regularly are not received at intervals of a second preset time, the safety prompt information is pushed to the third person, and the third person reminds the first person and/or the second person to upload data to the risk management and control subsystem 130 in time according to the safety prompt information, so that the problem that the potential safety hazard cannot be judged according to the updated data can be avoided.

In the high-risk work management and control system 100 based on the identifier resolution technology according to the embodiment of the present application, the risk management and control subsystem 130 is further configured to: and receiving a job site recovery image after the job is finished, which is sent by a terminal carried by a first person, and evaluating the recovery condition of the job site according to the job site recovery image.

The recovery situation of the work site may include whether the work tool is omitted from the work site, whether the object equipment of the work is intact, and the like. The evaluation result may be that the recovery condition of the work site is classified into different grades in advance and then graded, or may be a score, which is not limited in this embodiment.

In the high-risk work management and control system 100 based on the identifier resolution technology according to the embodiment of the present application, the risk management and control subsystem 130 is further configured to: and storing the acceptance result of the fourth person on the operation and the evaluation result of the operator for subsequent inquiry of the user.

Wherein the fourth person may be any supervisor. The acceptance result of the job may include whether or not the target device of the job can normally operate, and the like. The evaluation result for the worker indicates whether the worker is satisfied with the work. The evaluation result can be a scoring or a rating from very unsatisfactory to very satisfactory. And other subsequent users can select the operation party according to the operation acceptance result and the evaluation result.

In the high-risk job management and control system 100 based on the identifier resolution technology according to the embodiment of the present application, the safety job management subsystem 110 is specifically configured to: and displaying an operation ticket filling interface, and generating an operation ticket of field operation according to filling information input by a user through the operation ticket filling interface, wherein the operation ticket comprises operation approval data.

The job ticket is a ticket related to the job, and the job ticket may include security measures related to the job, job approval data, and the like.

The method has the advantages that risk factors are identified from the video data of the operation site through the intelligent analysis model, the intelligent analysis model identifies the video images based on an artificial intelligence technology, identification accuracy is improved, and misjudgment or missed judgment caused by multiple reasons of manual monitoring, staring at and off duty, incomplete watching and treating, attention transfer, fatigue, missing of the police and the like is avoided. Whether the data acquisition personnel upload relevant data in time or not is detected through the risk management and control subsystem, if the data are not updated in time, the risk management and control subsystem reminds the data acquisition personnel to upload the data to the risk management and control subsystem in time in a certain mode, and therefore potential safety hazards are avoided being missed due to the fact that the data are not uploaded in time.

In an implementation of the embodiments of the present application, the aspects of the embodiments of the present application may be combined with various alternatives in one or more of the embodiments described above. In the high-risk job management and control system 100 based on the identifier resolution technology according to the embodiment of the present application, the system further includes: and the laboratory information management subsystem 140 is configured to acquire field environment detection data periodically acquired by a terminal carried by a second person, evaluate a working field according to the field environment detection data, and send the field environment detection data and an evaluation result to the risk management and control subsystem 130.

The field environment detection data may be obtained by a worker through observation, collection, and the like, and then recorded in the laboratory information management subsystem 140.

The laboratory information management subsystem 140 receives the field environment detection data periodically collected by the terminal carried by the second person, and the laboratory information management subsystem or the technician performs experimental evaluation on the field environment detection data according to the national standard, and the technician performs manual review and confirmation on the evaluation result and sends the evaluation result to the risk management and control subsystem 130. The evaluation result can comprise the conclusion of whether the field environment detection data reach the standard or not, whether the working field is full of working conditions or not, and the like. For example, if the field environment detection data records that a sealing ring of an air cylinder is damaged, the laboratory information management subsystem 140 evaluates the operation field according to the record, obtains an evaluation result that the operation field has a potential safety hazard, and sends the evaluation result to the risk management and control subsystem 130. The laboratory information management subsystem 140 is further configured to send the evaluation result to the security job management subsystem 110, and the approver performs an approval operation according to the evaluation result to determine whether the job site meets the standard, and if the job site meets the standard, the job may be started, and if the job site does not meet the standard, the job may not be started.

In the high-risk job management and control system 100 based on the identifier resolution technology according to the embodiment of the present application, the system may further include: the emergency management subsystem 150 is configured to obtain field operation condition data, and send the field operation condition data to the risk management and control subsystem 130, so that the risk management and control subsystem 130 pushes safety prompt information to a terminal or a display screen carried by a third person according to the field operation condition data, where the field operation condition data includes at least one of field video position data, meteorological data, device operation data, and gas data. The field operation condition data is collected through an online detection instrument and transmitted through a wired or wireless network, and the wireless network comprises a 5G network

The field operation condition data refers to data that needs to be acquired through a sensor, such as field temperature data acquired by a temperature sensor arranged on the field in real time, leaked toxic and harmful gas detected by a gas detector, and the like.

In the embodiment of the present application, the location data of the field video may include latitude and longitude information data of the field video, and the meteorological data may include wind speed, wind direction, temperature, humidity, air pressure, and the like. The equipment operation data can comprise equipment operation time, whether the equipment is out of order, the reason of the failure, whether maintenance and care are carried out on the equipment, and the like, and the gas data can comprise toxic, harmful, flammable and explosive gases.

In the high-risk job management and control system 100 based on the identifier resolution technology according to the embodiment of the present application, the system further includes: and the identification analysis subsystem 160 is used for recording the operation ticket identification and the operation field data associated with the operation ticket identification.

Wherein the job ticket identification is used for uniquely determining the job ticket. The job ticket identification may be a number, a letter, a two-dimensional code, or the like. The job site data associated with the job ticket identification may include the field environment detection data, job site video data, field job condition data, and the like.

For example, fig. 2 is a block diagram of a high-risk job management and control system based on an identity resolution technology according to an embodiment of the present application. It should be noted that, the scheme in fig. 2 may include the laboratory information management subsystem 140, the emergency management subsystem 150, and the identifier resolution subsystem 160, or may not include the laboratory information management subsystem 140, the emergency management subsystem 150, and the identifier resolution subsystem 160, and the scheme in the embodiment of the present application may be implemented. The laboratory information management subsystem 140, the emergency management subsystem 150, and the identifier resolution subsystem 160 may exist at the same time, or may exist in various combinations, and the solution of the embodiment of the present application may be implemented.

For example, fig. 3 is a functional architecture diagram of a high-risk job management and control system based on an identifier resolution technology according to an embodiment of the present application. As shown in fig. 3, the system includes a common support layer, a cloud platform application layer, and an identity resolution application layer, where the common support layer includes a basic configuration of micro-services, container services, cloud databases, middleware services, and virtual servers; the cloud platform application layer is configured to perform job ticket tracking and query, job process management, job process alarm and intelligent behavior analysis of edge-end application; the identification analysis application layer provides identification analysis application for inquiring practical operation state, construction unit operation evaluation, operation to be constructed and enterprise construction conditions. In the application of the identification analysis, the public information is registered in the identification analysis secondary operation platform on the basis of enterprise authorization, and the micro service corresponding to the identification analysis secondary operation platform is formed. And acquiring related information including construction operation state inquiry, construction unit operation evaluation inquiry, to-be-constructed operation condition inquiry and the like through the platform and the public number.

As shown in fig. 3, the functional architecture of the high-risk job management and control system mainly comprises the above three layers of 6 functional structures. Carrying out real-time intelligent analysis on the personnel behaviors by applying a supporting layer, and monitoring whether the behaviors of high-altitude operation personnel are violated regulations in the operation process by an artificial intelligent visual model; the operation process management function block in the application layer is responsible for rechecking all safety elements of the aerial worker during the field operation and controlling the whole process of field operation completion and acceptance; the operation ticket tracking and inquiring function block in the application layer realizes the comprehensive application of the operation ticket data of the aerial operation, the gas monitoring data existing in the analysis and test result, the content of inflammable, explosive, toxic and harmful gases, the meteorological monitoring data of the aerial operation environment and other data, judges the risk degree by setting a safety risk assessment threshold value, and triggers the operation process early warning if the risk is sensed; the operation process alarm function block in the application layer realizes the result conversion of risk identification, and generates early warning information of abnormal production process and equipment related to high-altitude operation at the first time; and the application function block of the identification analysis secondary node operation platform in the application layer informs the early warning information to a safety relevant party in the form of industrial internet identification through different equipment, provides high-altitude operation safety standard specification query, construction unit condition qualification evaluation query and construction state query, and perfects a high-altitude operation risk management and control mechanism.

The system takes operation tickets, operation standards, violation information, construction units, cameras and card swiping locating points related to high-risk operations as identification objects, uses an industrial internet mode to register valuable data in the operation process to an identification analysis secondary node, and obtains data of other enterprises at the industrial secondary node, so that cross-system and cross-enterprise applications are realized.

The technical scheme has the advantages that the laboratory information management subsystem evaluates the operation field according to the acquired field environment detection data, whether the operation field meets the construction conditions or not can be judged in advance, the approval result of the operation application can be given, and the means of safety control is effectively improved. The emergency management subsystem sends field operation condition data to the risk management and control subsystem in real time, and the risk management and control subsystem can timely inform operators on site of potential safety hazards, so that the operators can evacuate from an operation site or get rid of the potential safety hazards, and the risk identification and early warning capability of the system is improved.

Fig. 4 is a flowchart of a high-risk job management and control method based on an identifier resolution technology according to an embodiment of the present application. The high-risk operation management and control method based on the identification analysis technology provided by the embodiment can be applied to the scenes of intelligent identification and early warning of operation risks. The method may be specifically executed by a high-risk job management and control system based on an identifier resolution technology, where the system includes: the system comprises a safety operation management subsystem, edge terminal equipment and a risk management and control subsystem. Referring to fig. 4, the method according to the embodiment of the present application specifically includes:

and S110, the safety operation management subsystem stores and displays the operation approval data and the field environment detection data, and responds to the approval operation of the user on the operation approval data and the field environment detection data.

And S120, the edge terminal equipment acquires the operation field video data acquired by the video monitoring subsystem, and analyzes the operation field video data to obtain an analysis result.

S130, after the safety operation subsystem responses to the approval operation of the user and obtains an approval result that the approval passes, the risk management and control subsystem pushes safety prompt information to a terminal or a display screen carried by a third person according to operation field image information and safety measure detection information sent by the terminal carried by the first person at regular time, an evaluation result of field environment detection data collected by the terminal carried by the second person at regular time and an analysis result of edge end equipment.

In the embodiment of the application, the edge terminal device analyzes the video data of the operation field based on an intelligent analysis model to obtain an analysis result which does not accord with a safe operation condition; wherein the analysis result which does not meet the safe operation condition comprises at least one item of operation personnel who do not wear safety helmets, do not wear safety belts, do not rule out climbing operation, have open fire in the operation field area and do not break into the operation area.

The method further comprises the following steps: the laboratory information management subsystem acquires field environment detection data regularly acquired by a terminal carried by a second person, evaluates an operation field according to the field environment detection data, and sends the field environment detection data and an evaluation result to the risk management and control subsystem.

The method further comprises the following steps: the emergency management subsystem acquires field operation condition data and sends the field operation condition data to the risk management and control subsystem so that the risk management and control subsystem pushes safety prompt information to a terminal or a display screen carried by a third person according to the field operation condition data, wherein the field operation condition data comprises at least one of field video position data, meteorological data, equipment operation data and gas data.

The method further comprises the following steps: if the operation site image information and the safety measure detection information which are sent by the terminal carried by the first person regularly are not received at intervals of first preset time, or the site environment detection data which are sent by the terminal carried by the second person regularly are not received at intervals of second preset time, the risk management and control subsystem pushes the safety prompt information to the terminal carried by the third person or the display screen.

The method further comprises the following steps: and the risk management and control subsystem receives a job site recovery image after the job is finished, which is sent by a terminal carried by a first person, and evaluates the recovery condition of the job site according to the job site recovery image.

The method further comprises the following steps: and the risk management and control subsystem stores the acceptance result of the fourth personnel on the operation and the evaluation result of the operator for subsequent inquiry of the user.

The method further comprises the following steps: the safety operation management subsystem displays an operation ticket filling interface and generates an operation ticket of field operation according to filling information input by a user through the operation ticket filling interface, wherein the operation ticket comprises operation approval data.

The method further comprises the following steps: the identification analysis subsystem records an operation ticket identification and operation field data associated with the operation ticket identification.

Illustratively, fig. 5 is a flowchart of an operation provided in an embodiment of the present application. As shown in fig. 5, the workflow includes the following steps:

the method comprises the following steps: work application (construction unit, who needs to apply except for the extraction and insertion blind plate) and approval (local approval and professional approval, and the professional approval supports the hierarchical approval), and high-altitude work application initiated in the work ticket management system can determine information such as work types, work contents, work positions, construction units and the like.

Step two: whether the operation has construction conditions or not, the approved operation needs to be subjected to field environment detection, gas and other experimental analysis, and the operation can be started only under the condition that the risk reaches the standard.

Step three: before the field operation is started, according to the operation approved by the operation ticket management system and the operation with construction conditions, a guardian arrives at the field for verification, and according to the real-time meteorological data and the equipment running state information of the field, the guardian shoots a field picture through a handheld terminal, and after confirming that all risk elements are not abnormal, the operation can be started.

Step four: after the field operation is started, according to the safety standard, a guardian regularly shoots a field picture through the handheld terminal, regularly confirms whether the safety measures listed in the operation ticket are correctly taken according to the requirement, and uploads the result to the risk management and control subsystem.

Step five: after the operation is started, corresponding video monitoring is obtained according to the operation position of the personnel working aloft, and whether the violation behaviors of wearing no safety helmet, fastening no safety belt during the operation and climbing of the personnel in the plant area exist in the operation process is analyzed in real time by establishing an artificial intelligent analysis model at the edge end. The risk degree is researched and judged in real time through the estimated threshold value in the risk management and control subsystem, once abnormity exists, the information is pushed to relevant personnel at the first time through the system platform and the handheld terminal and is pushed to the video monitoring subsystem, and therefore the active switching of illegal monitoring pictures is achieved by the dispatching center.

Step six: in the field construction process, factors such as the surrounding environment are updated, the risk management and control subsystem pushes messages to relevant personnel at the first time through the risk management and control subsystem and the handheld terminal once the factors such as meteorological data, equipment data and toxic and harmful gas leakage monitoring exist in real time, the messages are pushed to a large screen, and the alarm is rechecked by a person in charge of the work area or an authorized person.

Step seven: and (3) performing secondary management and control on site operation, wherein gas detection, site environment inspection and the like are required to be performed after a certain time (for example, 2 hours) according to safety operation specifications, so that the safe construction of the operation is ensured. The on-site guardian needs to report the corresponding result at a specified time interval through the handheld terminal, and once the risk management and control subsystem detects that the data is abnormal or the data is not reported in time, the risk management and control subsystem pushes the information to the relevant personnel at the first time.

Step eight: after the field operation is finished, the field guardian needs to take a picture of the field recovery condition through the handheld terminal and take a picture of the field picture and upload the picture to the risk management and control subsystem. And the operation supervision personnel check and accept the operation and evaluate the construction units.

Illustratively, fig. 6 is a flow chart of high-rise job risk identification and early warning business data provided by the embodiment of the present application. As shown in fig. 6, the flow diagram includes the following steps:

the method comprises the following steps: and (4) according to the aerial work ticket identification, checking the historical evaluation and qualification of the former work constructor and the worker, and issuing a work permission.

Step two: before personnel enter the field for high-altitude operation, a laboratory information management subsystem monitors and issues a test report of the concentration of toxic, harmful, flammable and explosive gases on site; the on-site real-time meteorological data are given by an on-site meteorological monitoring station, and on-site pictures are shot by an on-site safety guardian through a handheld terminal; and the data acquisition risk management and control subsystem analyzes the data acquisition risk management and control subsystem, calculates the safety risk in the current working environment and gives out related suggestions.

Step three: and (4) carrying out personnel entry operation, combining the video stream of the video monitoring subsystem, and identifying the safety risk caused by the possible human factors through the artificial intelligent visual analysis model by analyzing the abnormal behavior of the edge end equipment.

Step four: and the analysis result of the abnormal behavior of the edge terminal equipment is combined with the early warning of gas and meteorological data, the risk management and control subsystem automatically analyzes the risk, and after the safety management personnel review the risk, the risk early warning is sent to the relevant operating personnel exceeding the risk threshold.

Step five: and when the operation is finished, the safety management personnel checks and verifies the operation condition.

Further, the following steps are carried out before the step one:

basic information of the operation ticket filled in by the aerial operation personnel in the safety operation permission management system;

further, the following steps are carried out before the second step:

and accessing the test data information and the meteorological information in other systems into the risk management and control subsystem.

Further, before the third step, the following steps are also provided:

by using the operation violation pictures, the artificial intelligent visual analysis model is trained, so that the accuracy rate of the artificial intelligent visual analysis model meets the requirement.

Further, the following steps are also included between the third step and the fourth step:

and accessing an analysis conclusion generated by analyzing the abnormal behavior of the edge equipment personnel into the risk management and control subsystem.

The following steps are also carried out between the fourth step and the fifth step:

and the safety guardian photographs and files the on-site operation recovery condition, and determines that the operation process risk is controllable according to the early warning record of the risk management and control subsystem in the operation process.

The embodiment of the application provides a high-risk operation management and control method based on an identification analysis technology, which comprises the following steps: the safety operation management subsystem stores and displays operation approval data and field environment detection data and responds to the approval operation of a user on the operation approval data and the field environment detection data; the method comprises the steps that an edge terminal device obtains operation field video data collected by a video monitoring subsystem, and analyzes the operation field video data to obtain an analysis result; and the risk management and control subsystem receives operation field image information and safety measure detection information which are sent by a terminal carried by a first person at regular time, field environment detection data which are sent by a terminal carried by a second person at regular time and an analysis result of the edge terminal equipment after the safety operation subsystem responds to the approval result obtained by the approval operation of the user, and pushes safety prompt information to a terminal carried by a third person or a display screen according to the operation field image information, the safety measure detection information, the field environment detection data and the analysis result.

According to the method provided by the embodiment, the operation application is approved only after the operation risk is fully evaluated through the related data, and the approval system is complete. And secondly, risk judgment is carried out on the whole process of high-altitude operation of personnel by matching with AI image recognition on the basis of video monitoring, so that automation, intellectualization and real-time risk analysis are realized, and misjudgment or missed judgment caused by manual recognition is avoided. And the relevant data of the operation environment safety is unified and integrated into the risk management and control subsystem again, so that the comprehensive study and judgment of the operation risk are facilitated. And finally, according to the research and judgment result, the found safety risk is sent to the operating personnel through various devices, so that the risk can be informed to the operating personnel in time, and the labor cost for carrying out risk prompt on the operating personnel on site is reduced.

It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles employed. It will be understood by those skilled in the art that the present invention is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.

Claims (10)

1. The utility model provides a high risk operation management and control system based on identification analytic technique which characterized in that, the system includes:

the safety operation management subsystem is used for storing and displaying operation approval data and field environment detection data and responding to the approval operation of a user on the operation approval data and the field environment detection data;

the edge terminal equipment is used for acquiring the operation field video data acquired by the video monitoring subsystem and analyzing the operation field video data to obtain an analysis result;

the risk management and control subsystem is used for pushing safety prompt information to a terminal carried by a third person or a display screen according to operation field image information and safety measure detection information which are sent by the terminal carried by a first person at regular time, an evaluation result of field environment detection data which is collected by the terminal carried by a second person at regular time and an analysis result of edge terminal equipment after an approval result obtained by the safety operation subsystem responding to the approval operation of a user passes the approval;

the safety operation management subsystem, the edge terminal equipment and the risk management and control subsystem are interconnected and intercommunicated depending on the operation ticket identification, so that information associated with the operation ticket identification can be conveniently inquired in the identification analysis secondary application platform in the follow-up process.

2. The system of claim 1, wherein the edge end device is specifically configured to:

analyzing the video data of the operation site based on an intelligent analysis technology to obtain an analysis result which does not accord with a safe operation condition; the analysis result which does not conform to the safe operation condition comprises at least one item of operation personnel who do not wear safety helmets, do not wear safety belts, do not rule out climbing operation, have open fire in an operation field area and no personnel break into the operation area, the video data is obtained by a video monitoring subsystem with a camera mark, and the video monitoring subsystem comprises an automatic early warning camera and is used for automatically acquiring videos;

the camera identification is associated with the operation ticket identification so as to ensure that the area corresponding to the area identification in the operation ticket identification is consistent with the area corresponding to the camera identification, and the intelligent analysis technology comprises a video AI recognition technology, an edge calculation technology and a big data analysis model technology.

3. The system of claim 1, further comprising:

and the laboratory information management subsystem is used for acquiring field environment detection data regularly acquired by a terminal carried by a second person, evaluating an operation field according to the field environment detection data, and sending the field environment detection data and an evaluation result to the risk management and control subsystem.

4. The system of claim 1, further comprising:

the emergency management subsystem is used for acquiring field operation condition data and sending the field operation condition data to the risk management and control subsystem so that the risk management and control subsystem pushes safety prompt information to a terminal or a display screen carried by a third person according to the field operation condition data, wherein the field operation condition data comprises at least one of field video position data, meteorological data, equipment operation data and gas data; the field operation condition data is collected through an online detection instrument and transmitted through a wired or wireless network, and the wireless network comprises a 5G network.

5. The system of claim 1, wherein the risk management subsystem is further configured to:

if the operation site image information and the safety measure detection information which are sent by the terminal carried by the first person at regular time are not received at intervals of first preset time, or the site environment detection data which are sent by the terminal carried by the second person at regular time are not received at intervals of second preset time, pushing safety prompt information to the terminal carried by the third person or a display screen;

the risk management and control subsystem is further configured to:

receiving a job site recovery image after the job is finished, which is sent by a terminal carried by a first person, and evaluating the recovery condition of the job site according to the job site recovery image;

the risk management and control subsystem is further configured to:

and storing the acceptance result of the fourth person on the operation and the evaluation result of the operator for subsequent inquiry of the user.

6. The system of claim 1, wherein the secure job management subsystem is specifically configured to:

and displaying an operation ticket filling interface, and generating an operation ticket of field operation according to filling information input by a user through the operation ticket filling interface, wherein the operation ticket comprises operation approval data.

7. The system of claim 1, further comprising:

and the identification analysis subsystem is used for recording the operation ticket identification and the operation field data associated with the operation ticket identification.

8. The system of any of claims 1-7, wherein the system comprises a common support layer, a cloud platform application layer, and an identity resolution application layer, wherein,

the public support layer comprises basic configurations of micro-services, container services, a cloud database, middleware services and virtual servers;

the cloud platform application layer is configured to perform job ticket tracking and query, job process management, job process alarm and intelligent behavior analysis of edge-end application;

the identification analysis application layer provides identification analysis application for inquiring practical operation state, construction unit operation evaluation, operation to be constructed and enterprise construction conditions.

9. The system according to any one of claims 1 to 7, wherein the system uses job tickets, job standards, violation information, construction units, cameras and card swiping positioning points related to high-risk jobs as identification objects, registers valuable data in the job process to the identification analysis secondary node in an industrial internet mode, and acquires data of other enterprises at the industrial secondary node to realize cross-system and cross-enterprise applications.

10. A high-risk operation management and control method based on an identification analysis technology is characterized by comprising the following steps:

the safety operation management subsystem stores and displays operation approval data and field environment detection data and responds to the approval operation of a user on the operation approval data and the field environment detection data;

the method comprises the steps that an edge terminal device obtains operation field video data collected by a video monitoring subsystem, and analyzes the operation field video data to obtain an analysis result;

after the safety operation subsystem responds to the approval operation of the user and obtains an approval result, the risk management and control subsystem pushes safety prompt information to a terminal carried by a third person or a display screen according to operation field image information and safety measure detection information which are sent by the terminal carried by the first person at regular time, an evaluation result of field environment detection data which are collected by the terminal carried by the second person at regular time and an analysis result of edge terminal equipment;

the safety operation management subsystem, the edge terminal equipment and the risk management and control subsystem are interconnected and intercommunicated depending on the operation ticket identification, so that information associated with the operation ticket identification can be conveniently inquired in the identification analysis secondary application platform in the follow-up process.

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