CN115082861A - Personnel identity and safety violation identification method and system - Google Patents
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Abstract
The invention relates to a personnel identity and safety violation identification method and system, and belongs to the technical field of power distribution engineering. The method comprises the following steps: acquiring an image of an engineer entering a construction area and an operation process of the engineer during construction; performing identity recognition on the engineering personnel based on the acquired image, and performing violation recognition on the engineering personnel based on the acquired operation process; and if the engineering personnel have violation operation, generating violation records, sending the violation records to the engineering personnel and construction project management personnel, and simultaneously sending correct operation flows matched with the violation records to the engineering personnel. The method can automatically identify the identity and the operation process of the engineering personnel, judge whether the work type of the engineering personnel meets the work type required by construction or not, judge whether the operation process has violation operation or not, accurately position the responsible person and improve the timeliness and the relevance of the identity identification and the safety violation identification of the engineering personnel on the construction site.
Description
Technical Field
The invention belongs to the technical field of power distribution engineering, and particularly relates to a personnel identity and safety violation identification method and system.
Background
The construction site management of the power distribution network engineering is that a manager cooperates with a monitoring device to carry out site monitoring management, and when a problem occurs in a certain construction area, the manager can timely know the site situation through a monitoring picture and timely regulate and control the site situation.
The constraint force of the field management of the power distribution network engineering on constructors at the present stage is insufficient, the management on the identity safety of the constructors is lacked, the identity information of the constructors is not clear, and the responsible person cannot be accurately positioned when dangerous violation behaviors occur in the power construction process, so that the timeliness and the relevance of the identity identification and the safety violation identification of the field constructors are low.
Disclosure of Invention
The invention mainly aims to overcome the defects of the prior art and provide a personnel identity and safety violation identification method and system, which can automatically identify the identity and the operation process of an engineering worker, judge whether the work type of the engineering worker meets the work type required by construction or not, judge whether violation operation exists or not in the operation process, accurately position a responsible person and improve the timeliness and relevance of the identity identification and safety violation identification of the engineering worker on a construction site.
According to one aspect of the invention there is provided a method of personal identity and security violation identification, the method comprising the steps of:
s1: acquiring an image of an engineer entering a construction area and an operation process of the engineer during construction;
s2: performing identity recognition on the engineering personnel based on the acquired image, and performing violation recognition on the engineering personnel based on the acquired operation process;
s3: and if the engineering personnel have violation operation, generating violation records, sending the violation records to the engineering personnel and construction project management personnel, and simultaneously sending correct operation flows matched with the violation records to the engineering personnel.
Preferably, the acquiring of the image of the engineer entering the construction area and the operation process includes:
and arranging the panoramic distribution control ball on a construction site to realize the distribution control of the construction site, acquiring images of the engineering personnel from a plurality of angles through the panoramic distribution control ball, and recording the operation process of the engineering personnel in real time during construction.
Preferably, the identifying the engineer based on the acquired image comprises:
establishing a personnel database, constructing a personnel identity model based on identity information in the personnel database, randomly capturing personnel images from different angles through a panoramic cloth control ball, then carrying out feature comparison on the captured images based on the personnel identity model, and if the personnel information in the captured images is consistent with the personnel identity model, passing the identity recognition.
Preferably, the identifying the engineer based on the acquired image comprises:
comparing the characteristics of the body surface of the personnel in the snapshot image with the characteristics of the corresponding part in the personnel identity model, and judging whether the work type of the engineering personnel meets the work type required by the construction project or not based on the body surface wearing style; the identity information of the engineering personnel comprises face image information, body type image information, names, contact information and work information.
Preferably, the violation identification of the engineer based on the acquired operation process comprises:
and establishing a regulation and regulation database, wherein the regulation and standard operation flows of each construction project are stored in the regulation and regulation database, the operation process of the engineering personnel is obtained in real time during construction, and the operation process is compared with the standard flow of the construction project to judge whether the engineering personnel has illegal operation.
Preferably, the violation operation of the engineering personnel is recorded, the violation information is associated with the identity information of the engineering personnel, and the communication function based on the panoramic ball distribution and control is used for reminding the engineering personnel in time when the potential safety hazard and the violation operation occur to the engineering personnel.
In accordance with another aspect of the present invention there is also provided a personnel identity and security violation identification system, the system comprising:
the system comprises an acquisition module, a display module and a display module, wherein the acquisition module is used for acquiring images of engineering personnel entering a construction area and the operation process of the engineering personnel during construction;
the identification module is used for carrying out identity identification on the engineering personnel based on the acquired image and carrying out violation identification on the engineering personnel based on the acquired operation process;
and the processing module is used for generating a violation record if the violation operation exists in the engineering personnel, sending the violation record to the engineering personnel and the construction project management personnel, and simultaneously sending a correct operation flow matched with the violation record content to the engineering personnel.
Preferably, the acquiring module acquires the image of the engineering personnel entering the construction area and the operation process comprises the following steps:
and arranging the panoramic distribution control ball on a construction site to realize the distribution control of the construction site, acquiring images of the engineering personnel from a plurality of angles through the panoramic distribution control ball, and recording the operation process of the engineering personnel in real time during construction.
Preferably, the identification module identifies the engineer based on the acquired image includes:
establishing a personnel database, constructing a personnel identity model based on identity information in the personnel database, randomly capturing personnel images from different angles through a panoramic cloth control ball, then carrying out feature comparison on the captured images based on the personnel identity model, and if the personnel information in the captured images is consistent with the personnel identity model, passing the identity recognition.
Preferably, the identification module identifies the engineer based on the acquired image, and includes:
comparing the characteristics of the body surface of the personnel in the snapshot image with the characteristics of the corresponding part in the personnel identity model, and judging whether the work type of the engineering personnel meets the work type required by the construction project or not based on the body surface wearing style; the identity information of the engineering personnel comprises face image information, body type image information, names, contact information and work information.
Preferably, the identification module identifies the violation of the engineer based on the acquired operation process includes:
and establishing a regulation and regulation database, wherein the regulation and standard operation flows of each construction project are stored in the regulation and regulation database, the operation process of the engineering personnel is obtained in real time during construction, and the operation process is compared with the standard flow of the construction project to judge whether the engineering personnel has illegal operation.
Preferably, the processing module is configured to: recording the violation operation of the engineering personnel, associating the violation information with the identity information of the engineering personnel, and timely reminding the engineering personnel based on the communication function of the panoramic distribution control ball when the potential safety hazard and the violation operation occur to the engineering personnel.
Has the advantages that: according to the invention, through establishing a personnel database and based on the field monitoring of the panoramic control ball, personnel images are captured before engineering personnel enter a construction area and are compared with the personnel identity model, so that the personnel identity is judged, so that irrelevant personnel are prevented from entering the construction area, and whether the body surface safety measures of the engineering personnel are in place is judged through comparison according to a necessary safety regulation system of an engineering project, so that the safety of the personnel in construction is ensured. The work flow of the engineering personnel is recorded and synchronously compared with the standard flow of the engineering project, and the communication function based on the panoramic distribution and control ball can remind the engineering personnel in time when the engineering personnel has potential safety hazards and operates against regulations, so that the potential safety hazards caused by the operation against regulations to the engineering personnel can be avoided while the flow standard is ensured. The invention can accurately position the responsible person, and improves the timeliness and relevance of the identification of the engineering personnel on the construction site and the identification of the safety violation.
The features and advantages of the present invention will become apparent by reference to the following drawings and detailed description of specific embodiments of the invention.
Drawings
FIG. 1 is a flow chart of a personnel identity and security violation identification method;
fig. 2 is a schematic diagram of a personnel identity and security violation identification system.
Detailed Description
The technical solutions in the embodiments of the present invention are clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and 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 invention.
Example 1
FIG. 1 is a flow chart of a personnel identity and security violation identification method. As shown in fig. 1, the present embodiment provides a method for identifying a person identity and a security violation, which includes the following steps:
s1: the method comprises the steps of obtaining an image of an engineer entering a construction area and an operation process of the engineer during construction.
Preferably, the acquiring of the image of the engineer entering the construction area and the operation process includes:
and arranging the panoramic distribution control ball on a construction site to realize the distribution control of the construction site, acquiring images of the engineering personnel from a plurality of angles through the panoramic distribution control ball, and recording the operation process of the engineering personnel in real time during construction.
Specifically, a panoramic distribution control ball is arranged on a construction site to realize dead-angle-free distribution control on the construction site; at least three panoramic distribution and control balls in different positions are arranged in the same construction area, and the edges of the monitoring ranges of the three panoramic distribution and control balls are overlapped to ensure that face images of personnel can be recorded. Through establishing a personnel database and on the basis of the field monitoring of the panoramic distribution and control ball, personnel images are captured before engineering personnel enter a construction area and are compared with a personnel identity model, so that the personnel identity is judged, irrelevant people are prevented from entering the construction area, and whether the body surface safety measures of the engineering personnel are in place is judged through comparison according to a necessary safety regulation system of an engineering project, so that the safety of the personnel in construction is ensured.
S2: and carrying out identity identification on the engineering personnel based on the acquired image, and carrying out violation identification on the engineering personnel based on the acquired operation process.
Preferably, the identifying the engineer based on the acquired image comprises:
establishing a personnel database, constructing a personnel identity model based on identity information in the personnel database, randomly capturing personnel images from different angles through a panoramic cloth control ball, then carrying out feature comparison on the captured images based on the personnel identity model, and if the personnel information in the captured images is consistent with the personnel identity model, passing the identity recognition.
Specifically, identity information of power distribution network engineering personnel is input into a personnel database; the method comprises the steps of constructing a personnel identity model based on identity information in a personnel database, carrying out simulation operation, capturing personnel images randomly from different angles through a panoramic cloth control ball, carrying out feature comparison on the captured images based on the personnel identity model, and indicating that the identification is passed if the personnel information in the captured images is consistent with the personnel identity model. In addition, an intelligent personnel identity recognition model can be constructed through an intelligent identity recognition algorithm of an AI image recognition technology developer, and intelligent identification of personnel identity information is realized.
Preferably, the identifying the engineer based on the acquired image includes:
comparing the characteristics of the body surface of the personnel in the snapshot image with the characteristics of the corresponding part in the personnel identity model, and judging whether the work type of the engineering personnel meets the work type required by the construction project or not based on the body surface wearing style; the identity information of the engineering personnel comprises face image information, body type image information, names, contact information and work information.
Specifically, the engineering personnel need to pass verification before entering the construction area, specifically, the panoramic layout control ball is used for acquiring images of the engineering personnel and judging work types based on body surface dressing patterns, and only if the work types meet the work types required by construction projects, the engineering personnel can enter the construction area.
Preferably, the violation identification of the engineer based on the acquired operation process comprises:
and establishing a regulation and regulation database, wherein the regulation and standard operation flows of each construction project are stored in the regulation and regulation database, the operation process of the engineering personnel is obtained in real time during construction, and the operation process is compared with the standard flow of the construction project to judge whether the engineering personnel has illegal operation.
Specifically, a regulation and regulation database is established, the regulation and regulation database internally contains the regulation and standard operation of each construction project, before construction is carried out on a construction site by an engineer, the panoramic ball arrangement and control system acquires images of the engineer from three angles, the wearing of protective measures of the engineer in the images is compared with the content of related safety measures in the regulation and regulation of the construction project in the regulation and regulation database, the operation process of the engineer is acquired in real time during construction, the operation process is compared with the standard flow of the construction project, and whether the engineer has illegal operation or not is judged.
The engineering personnel need to pass verification before entering the construction area, specifically, the panoramic distribution control ball is used for acquiring images of the engineering personnel and judging work types based on body surface wearing patterns, and only if the work types accord with the work types required by construction projects, the engineering personnel can enter the construction area.
The work flow of the engineering personnel is recorded and synchronously compared with the standard flow of the engineering project, and the communication function based on the panoramic distribution and control ball can remind the engineering personnel in time when the engineering personnel has potential safety hazards and operates against regulations, so that the potential safety hazards caused by the operation against regulations to the engineering personnel can be avoided while the flow standard is ensured.
And a violation identification algorithm can be established through a convolutional neural network, an engineering field violation identification model is established, and intelligent identification of serious violation behaviors of companies, such as unqualified admittance, no safety helmet, no support of climbing operation and the like, is realized.
S3: and if the engineering personnel have violation operation, generating violation records, sending the violation records to the engineering personnel and construction project management personnel, and simultaneously sending correct operation flows matched with the violation records to the engineering personnel.
Preferably, the violation operation of the engineering personnel is recorded, the violation information is associated with the identity information of the engineering personnel, and the communication function based on the panoramic ball distribution and control is used for reminding the engineering personnel in time when the potential safety hazard and the violation operation occur to the engineering personnel.
Specifically, the panoramic ball arrangement and control records the violation operation of each engineering worker, and records the specific violation content into the information of the engineering worker, namely, the violation information is associated with the identity information of the engineering worker.
The panoramic ball distribution and control device can be linked with a personnel database based on the internet of things technology, so that the association of the violation behaviors and information such as face information, work types and project names is realized, and the recognition result is automatically uploaded to a rear-end monitoring platform and recorded.
The panoramic layout and control ball records violation records, the violation records are sent to the hands of the engineering personnel according to identity information of the violation personnel, correct operation procedures matched with the violation records are sent according to violation contents while the violation records are sent to the hands of the engineering personnel, and the violation records of the engineering personnel are sent to a manager based on the identity information of the engineering personnel so as to accurately position responsible persons.
The panoramic ball arrangement and control system comprises a panoramic ball arrangement and control system, a traffic violation record is recorded, the traffic violation record is sent to the hands of an engineer according to identity information of the traffic violation worker, the traffic violation record is sent to the hands of the engineer according to content of the traffic violation record, and a correct operation flow matched with the content of the traffic violation record can be sent according to the traffic violation record, so that the engineer can correct and study the operation of the engineer in time, follow-up mistakes are avoided, the traffic violation record of the engineer is sent to a manager based on the identity information of the engineer, and the manager educates and reminds the engineer.
In the embodiment, through establishing the personnel database and based on the field monitoring of the panoramic control ball, the personnel images are captured and compared with the personnel identity model before the engineering personnel enter the construction area, so that the personnel identity is judged, the situation that irrelevant personnel enter the construction area is avoided, and whether the body surface safety measures of the engineering personnel are in place is judged through comparison according to a necessary safety regulation system of an engineering project, so that the safety of the personnel in construction is ensured.
In the embodiment, the work flow of the engineering personnel is recorded and synchronously compared with the standard flow of the engineering project, and the communication function based on the panoramic distribution control ball timely reminds the engineering personnel when the engineering personnel has potential safety hazards and operates against regulations so as to ensure the flow standard and avoid the potential safety hazards caused by the operation against regulations to the engineering personnel.
In the embodiment, the rule-breaking record is recorded by the panorama distribution and control ball, the rule-breaking record is sent to the hands of the engineering personnel according to the identity information of the rule-breaking personnel, and the rule-breaking record is sent to the hands of the engineering personnel and meanwhile the correct operation flow matched with the rule-breaking content is sent according to the rule-breaking content, so that the engineering personnel can correct and learn the operation of the engineering personnel in time, follow-up mistakes are avoided, the rule-breaking record of the engineering personnel is sent to a manager based on the identity information of the engineering personnel, and the manager educates and reminds the engineering personnel.
Example 2
Fig. 2 is a schematic diagram of a personnel identity and security violation identification system. As shown in fig. 2, this embodiment further provides a system for identifying a person identity and a security violation, the system including:
an obtaining module 201, configured to obtain an image of an engineer entering a construction area and an operation process of the engineer during construction;
the identification module 202 is used for carrying out identity identification on the engineering personnel based on the acquired image and carrying out violation identification on the engineering personnel based on the acquired operation process;
and the processing module 203 is used for generating violation records if the engineering personnel have violation operations, sending the violation records to the engineering personnel and the construction project management personnel, and sending the correct operation flow matched with the violation record content to the engineering personnel.
Preferably, the acquiring module 201 acquires the image of the engineering personnel entering the construction area and the operation process includes:
and arranging the panoramic distribution control ball on a construction site to realize the distribution control of the construction site, acquiring images of the engineering personnel from a plurality of angles through the panoramic distribution control ball, and recording the operation process of the engineering personnel in real time during construction.
Preferably, the identification module 202 identifies the engineer based on the acquired image, including:
establishing a personnel database, constructing a personnel identity model based on identity information in the personnel database, randomly capturing personnel images from different angles through a panoramic cloth control ball, then carrying out feature comparison on the captured images based on the personnel identity model, and if the personnel information in the captured images is consistent with the personnel identity model, passing the identity recognition.
Preferably, the identification module 202 identifies the engineer based on the acquired image, including:
comparing the characteristics of the body surface of the personnel in the snapshot image with the characteristics of the corresponding part in the personnel identity model, and judging whether the work type of the engineering personnel meets the work type required by the construction project or not based on the body surface wearing style; the identity information of the engineering personnel comprises face image information, body type image information, names, contact information and work information.
Preferably, the identification module 202 identifies the violation of the engineer based on the acquired operation process, including:
and establishing a regulation and regulation database, wherein the regulation and standard operation flows of each construction project are stored in the regulation and regulation database, the operation process of the engineering personnel is obtained in real time during construction, and the operation process is compared with the standard flow of the construction project to judge whether the engineering personnel has illegal operation.
Preferably, the processing module 203 is configured to: recording the violation operation of the engineering personnel, associating the violation information with the identity information of the engineering personnel, and timely reminding the engineering personnel based on the communication function of the panoramic distribution control ball when the potential safety hazard and the violation operation occur to the engineering personnel.
The specific implementation process of the functions implemented by each module in this embodiment 2 is the same as that in embodiment 1, and is not described herein again.
The above description is only a preferred embodiment of the present invention, and is not intended to limit the scope of the present invention, and all modifications and equivalents of the present invention, which are made by the contents of the present specification and the accompanying drawings, or directly/indirectly applied to other related technical fields, are included in the scope of the present invention.
Claims (10)
1. A personnel identity and security violation identification method is characterized by comprising the following steps:
s1: acquiring an image of an engineer entering a construction area and an operation process of the engineer during construction;
s2: carrying out identity recognition on the engineering personnel based on the acquired image, and carrying out violation recognition on the engineering personnel based on the acquired operation process;
s3: and if the engineering personnel have violation operation, generating violation records, sending the violation records to the engineering personnel and construction project management personnel, and simultaneously sending correct operation flows matched with the violation records to the engineering personnel.
2. The method of claim 1, wherein the acquiring images and operational procedures of the engineer entering the construction area comprises:
and arranging the panoramic distribution control ball on a construction site to realize the distribution control of the construction site, acquiring images of the engineering personnel from a plurality of angles through the panoramic distribution control ball, and recording the operation process of the engineering personnel in real time during construction.
3. The method of claim 2, wherein the identifying the engineer based on the acquired image comprises:
establishing a personnel database, constructing a personnel identity model based on identity information in the personnel database, randomly capturing personnel images from different angles through a panoramic cloth control ball, then carrying out feature comparison on the captured images based on the personnel identity model, and if the personnel information in the captured images is consistent with the personnel identity model, passing the identity recognition.
4. The method of claim 3, wherein the identifying the engineer based on the acquired image comprises:
comparing the characteristics of the body surface of the personnel in the snapshot image with the characteristics of the corresponding part in the personnel identity model, and judging whether the work type of the engineering personnel meets the work type required by the construction project or not based on the body surface wearing style; the identity information of the engineering personnel comprises face image information, body type image information, names, contact information and work information.
5. The method of claim 1, wherein the identifying the engineer for a violation based on the obtained operational procedure comprises:
and establishing a regulation and regulation database, wherein the regulation and standard operation flows of each construction project are stored in the regulation and regulation database, the operation process of the engineering personnel is obtained in real time during construction, and the operation process is compared with the standard flow of the construction project to judge whether the engineering personnel has illegal operation.
6. The method of claim 5,
recording the violation operation of the engineering personnel, associating the violation information with the identity information of the engineering personnel, and timely reminding the engineering personnel based on the communication function of the panoramic distribution control ball when the potential safety hazard and the violation operation occur to the engineering personnel.
7. A personnel identity and security violation identification system, said system comprising:
the system comprises an acquisition module, a display module and a display module, wherein the acquisition module is used for acquiring images of engineering personnel entering a construction area and the operation process of the engineering personnel during construction;
the identification module is used for carrying out identity identification on the engineering personnel based on the acquired image and carrying out violation identification on the engineering personnel based on the acquired operation process;
and the processing module is used for generating a violation record if the violation operation exists in the engineering personnel, sending the violation record to the engineering personnel and the construction project management personnel, and simultaneously sending a correct operation flow matched with the violation record content to the engineering personnel.
8. The system of claim 7, wherein the acquisition module acquires an image of an engineer entering the construction area and the operational procedure comprises:
and arranging the panoramic distribution control ball on a construction site to realize the distribution control of the construction site, acquiring images of the engineering personnel from a plurality of angles through the panoramic distribution control ball, and recording the operation process of the engineering personnel in real time during construction.
9. The system of claim 8, wherein the identification module identifies the engineer based on the acquired image comprises:
establishing a personnel database, constructing a personnel identity model based on identity information in the personnel database, randomly capturing personnel images from different angles through a panoramic cloth control ball, then carrying out feature comparison on the captured images based on the personnel identity model, and if the personnel information in the captured images is consistent with the personnel identity model, passing the identity recognition.
10. The system of claim 7 wherein the identification module identifies the engineer for a violation based on the operational procedure obtained comprises:
and establishing a regulation and regulation database, wherein the regulation and standard operation flows of each construction project are stored in the regulation and regulation database, the operation process of the engineering personnel is obtained in real time during construction, and the operation process is compared with the standard flow of the construction project to judge whether the engineering personnel has illegal operation.
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| CN116311556A (en) * | 2023-04-06 | 2023-06-23 | 北京数通魔方科技有限公司 | Management and control method and management and control system based on artificial intelligence |
| CN117172433A (en) * | 2023-04-18 | 2023-12-05 | 湖北安源安全环保科技有限公司 | Security inspection method and device based on power grid operation |
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| CN116311556A (en) * | 2023-04-06 | 2023-06-23 | 北京数通魔方科技有限公司 | Management and control method and management and control system based on artificial intelligence |
| CN116311556B (en) * | 2023-04-06 | 2023-08-11 | 北京数通魔方科技有限公司 | Management and control method and management and control system based on artificial intelligence |
| CN117172433A (en) * | 2023-04-18 | 2023-12-05 | 湖北安源安全环保科技有限公司 | Security inspection method and device based on power grid operation |
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