CN115103133A - Deployment method of safety construction based on edge calculation - Google Patents
Deployment method of safety construction based on edge calculation Download PDFInfo
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Abstract
The invention provides a deployment method of safe construction based on edge calculation, which is characterized in that a distributed camera system is arranged in a construction site and is connected into an edge calculation system, real-time images of different position areas in the construction site are collected and analyzed, whether unsafe construction events occur in the corresponding position areas or not is judged, and a voice alarm signal is generated; after the voice alarm signal is sent out, analyzing and processing the re-acquired real-time image again to obtain the updated worker work condition information of the corresponding position area, so as to adjust the power supply state of the corresponding position area and mark the corresponding work information of the workers of the corresponding position area; according to the deployment method, the distributed camera system and the edge computing system are arranged on the construction site to monitor cameras of workers inside the construction site, when the workers are determined to perform unsafe construction behaviors, the sound alarm is sent out, the power supply state of the corresponding position area is adjusted, normal and safe construction of the construction site is effectively guaranteed, and the reliability of construction site deployment is improved.
Description
Technical Field
The invention relates to the technical field of engineering construction supervision, in particular to a deployment method of safety construction based on edge calculation.
Background
At present, the construction safety of construction is guaranteed through strict construction standard and workman's autonomic safety consciousness in building site construction, and it does not set up corresponding equipment and guarantees the security of construction. Workers are in the way of the repeatability of construction standards in the construction process, basically cannot strictly follow the corresponding construction standards, and certain potential safety hazards are inevitably generated. Therefore, the normal and safe construction of the construction site can not be effectively ensured in the conventional construction site, and the comprehensiveness and reliability of the construction, deployment and monitoring of the construction site are reduced.
Disclosure of Invention
Aiming at the defects in the prior art, the invention provides a deployment method of safe construction based on edge calculation, which is characterized in that a distributed camera system is arranged in a construction site and is connected into the edge calculation system, real-time images of different position areas in the construction site are collected and analyzed, whether unsafe construction events occur in the corresponding position areas or not is judged, and a voice alarm signal is generated; after the voice alarm signal is sent out, analyzing and processing the re-acquired real-time image again to obtain the updated worker work condition information of the corresponding position area, so as to adjust the power supply state of the corresponding position area and mark the corresponding work information of the workers of the corresponding position area; according to the deployment method, the distributed camera system and the edge computing system are arranged on the construction site to carry out camera monitoring on workers inside the construction site, when the workers are determined to carry out unsafe construction behaviors, a sound alarm is sent out and the power supply state of the corresponding position area is adjusted, so that the unsafe construction behaviors are stopped, normal and safe construction of the construction site is effectively guaranteed, and the reliability of deployment monitoring of the construction site is improved.
The invention provides a deployment method of safety construction based on edge calculation, which comprises the following steps:
step S1, setting a distributed camera system in the construction site, and connecting the distributed camera system to an edge computing system; instructing the distributed camera system to acquire real-time images of different position areas in the construction site and uploading the real-time images to the edge computing system;
step S2, analyzing and processing the real-time image through the edge computing system to obtain the worker work condition information of the corresponding position area; judging whether unsafe construction events occur in the corresponding position area or not according to the worker work situation information;
step S3, generating a voice alarm signal according to the judgment result of the unsafe construction event; after the voice alarm signal is sent out, the newly acquired real-time image is analyzed and processed through the edge computing system again, and the worker work condition information after the corresponding position area is updated is obtained;
and step S4, adjusting the power supply state of the corresponding position area according to the updated worker work condition information, and marking the worker of the corresponding position area with corresponding work information.
Further, in step S1, the setting a distributed camera system inside the worksite, and accessing the distributed camera system to the edge computing system specifically includes:
arranging a plurality of cameras in different position areas in a construction site respectively, and connecting all the cameras to a camera control terminal in a shared manner, thereby forming a distributed camera system;
and then the camera control terminal is accessed into an edge computing system, so that the camera control terminal and the edge computing system are in interactive communication connection.
Further, in step S1, instructing the distributed camera system to acquire real-time images of different location areas inside the worksite, and uploading the real-time images to the edge computing system specifically includes:
synchronously sending an initialization instruction to each camera through the camera control terminal, so that each camera clears image data on a memory space of the camera and restores a shooting focal length and a shooting field angle of the camera to a preset initial state;
then synchronously sending a camera shooting instruction to each camera through the camera shooting control terminal so as to adjust the shooting focal length and the shooting field angle of each camera;
and after adding the corresponding position area coordinate information to the real-time image acquired by each camera through the camera control terminal, uploading the real-time image to the edge computing system.
Further, in step S2, analyzing and processing the real-time image through the edge computing system, and obtaining the worker work condition information of the corresponding location area specifically includes:
and performing worker identification analysis processing on the real-time image through the edge computing system to obtain the current construction action information of workers in the corresponding area positions and the current building position information of the workers, and taking the information as the work condition information of the workers.
Further, in step S2, the determining whether an unsafe construction event occurs in the corresponding location area according to the worker work situation information specifically includes:
judging whether the worker makes an irregular construction action currently or not according to the current construction action information of the worker; judging whether the worker is currently in the position of the building where the worker is forbidden to stand or not according to the information of the position of the building where the worker is currently located;
and if the worker does not carry out standard construction actions or is in the building position where standing is forbidden, determining that unsafe construction events occur in the corresponding position area.
Further, in step S3, generating a voice alarm signal according to the determination result of the unsafe construction event specifically includes:
determining the sound volume decibel value of the voice alarm signal according to the duration of the unsafe construction event by using the following formula (1),
in the formula (1), G (t _ i) represents a sound volume decibel value corresponding to the sound alarm signal sent to the ith worker at the current moment; t represents the current time; g 0 Indicating the beginning of a speech alarm signalInitial sound volume decibel value; g M Representing the maximum sound volume decibel value of the voice alarm signal; t is t 0 (i) Indicating the occurrence starting moment when the fact that the ith worker has unsafe construction events is detected; t is 0 Represents a unit time; f (t _ i) ═ 1 represents the condition that the above formula (1) needs to satisfy, if F (t _ i) ═ 1, it indicates that the ith worker is currently in unsafe construction event, if F (t _ i) ═ 0, it indicates that the ith worker is not currently in unsafe construction event, at this moment, the sending of voice alarm signal is stopped, and the moment when F (t _ i) ═ 1 is detected again is the starting moment of the next unsafe construction event.
Further, in step S4, adjusting the power supply state of the corresponding location area according to the updated worker work status information specifically includes:
judging whether unsafe construction events occur in the corresponding position area according to the updated worker work situation information;
if the corresponding position area is determined to have unsafe construction events, the power supply state of the corresponding position area is adjusted according to the sound volume decibel value of the voice alarm signal and the playing duration of the voice alarm signal by using the following formula (2),
in the above formula (2), E (t _ i) represents a power supply state control value of a power supply socket in an area where the ith worker is located at the present time; t is a unit of b Indicating the playing duration of the voice alarm signal;
if E (t _ i) is 1, indicating that the power supply socket indicating the location area where the ith worker is located continuously supplies power outwards;
if E (t _ i) ═ 0, the power supply socket indicating the location area where the ith worker is located stops supplying power to the outside.
Further, in step S4, the marking the corresponding work information for the worker in the corresponding location area specifically includes:
using the following formula (3), according to the corresponding duration that the power supply socket stops supplying power outwards when each worker gets the work card and each worker has unsafe construction events, obtaining the actual working time of each worker, using the actual working time as the working information mark,
in the above formula (3), T q (i) The actual working time of the ith worker in the month is represented; k represents the kth workday of this month; n represents the total days of the working day of this month; t is t x_k (i) The time of the card punching of the ith worker on the kth working day of the month is shown; t is t s_k (i) Indicating the working card punching time of the ith worker on the kth working day of the month; t E, T x_k (i)→t s_k (i) - _ i + - (0 +) denotes at t x_k (i)→t s_k (i) Satisfies E, t within the time period x_k (i)→t s_k (i) Duration of the condition of-i + -, 0 (E, t) x_k (i)→t s_k (i) The determination process of the condition of — i + ═ 0 is the above equation (2).
Compared with the prior art, the deployment method of safe construction based on edge computing is characterized in that a distributed camera system is arranged in a construction site and is connected into the edge computing system, real-time images of different position areas in the construction site are collected and analyzed, whether unsafe construction events occur in the corresponding position areas or not is judged, and a voice alarm signal is generated; after the voice alarm signal is sent out, analyzing and processing the re-acquired real-time image again to obtain the updated worker work condition information of the corresponding position area, so as to adjust the power supply state of the corresponding position area and mark the corresponding work information of the workers of the corresponding position area; according to the deployment method, the distributed camera system and the edge computing system are arranged on the construction site to carry out camera monitoring on workers inside the construction site, when the workers are determined to carry out unsafe construction behaviors, a sound alarm is sent out and the power supply state of the corresponding position area is adjusted, so that the unsafe construction behaviors are stopped, normal and safe construction of the construction site is effectively guaranteed, and the reliability of deployment monitoring of the construction site is improved.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
The technical solution of the present invention is further described in detail by the accompanying drawings and embodiments.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the embodiments or the prior art descriptions will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and other drawings can be obtained by those skilled in the art without creative efforts.
Fig. 1 is a schematic flow chart of a deployment method of safety construction based on edge computing according to the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be 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 of the embodiments. All other embodiments, which can be obtained by a person skilled in the art without inventive step based on the embodiments of the present invention, are within the scope of protection of the present invention.
Fig. 1 is a schematic flow chart of a deployment method of safety construction based on edge computing according to an embodiment of the present invention. The deployment method of the safe construction based on the edge calculation comprises the following steps:
step S1, setting a distributed camera system in the construction site, and connecting the distributed camera system to an edge computing system; instructing the distributed camera system to acquire real-time images of different position areas in the construction site and uploading the real-time images to the edge computing system;
step S2, analyzing and processing the real-time image through the edge computing system to obtain the worker work condition information of the corresponding position area; judging whether unsafe construction events occur in the corresponding position area or not according to the worker work situation information;
step S3, generating a voice alarm signal according to the judgment result of the unsafe construction event; after the voice alarm signal is sent out, the newly acquired real-time image is analyzed and processed through the edge computing system again to obtain the updated worker work condition information of the corresponding position area;
and step S4, adjusting the power supply state of the corresponding position area according to the updated worker work condition information, and marking the worker of the corresponding position area with corresponding work information.
The beneficial effects of the above technical scheme are: the deployment method of safe construction based on edge calculation is characterized in that a distributed camera system is arranged in a construction site and is connected into an edge calculation system, real-time images of different position areas in the construction site are collected and analyzed, whether unsafe construction events occur in the corresponding position areas or not is judged, and a voice alarm signal is generated; after the voice alarm signal is sent out, analyzing and processing the re-acquired real-time image again to obtain the updated worker work condition information of the corresponding position area, so as to adjust the power supply state of the corresponding position area and mark the corresponding work information of the workers of the corresponding position area; according to the deployment method, the distributed camera system and the edge computing system are arranged on the construction site to carry out camera monitoring on workers inside the construction site, when unsafe construction behaviors of the workers are determined, a sound alarm is sent out and the power supply state of the corresponding position area is adjusted, so that the unsafe construction behaviors are stopped, normal and safe construction of the construction site is effectively guaranteed, and the reliability of deployment monitoring of the construction site is improved.
Preferably, in step S1, the setting up the distributed camera system inside the worksite, and accessing the distributed camera system to the edge computing system specifically includes:
arranging a plurality of cameras in different position areas in a construction site respectively, and connecting all the cameras to a camera control terminal in a shared manner, thereby forming a distributed camera system;
and then the camera control terminal is accessed into the edge computing system, so that the camera control terminal and the edge computing system are in interactive communication connection.
The beneficial effects of the above technical scheme are: through setting up distributed camera system, can carry out the omnidirectional and monitor of making a video recording in step to building site inside, effectively avoid taking place to make a video recording the condition of monitoring omission, guarantee to the control comprehensiveness and the reliability of building site.
Preferably, in step S1, instructing the distributed camera system to capture real-time images of different location areas inside the worksite, and uploading the real-time images to the edge computing system specifically includes:
synchronously sending an initialization instruction to each camera through the camera control terminal, so that each camera clears image data on a memory space of the camera and restores a shooting focal length and a shooting field angle of the camera to a preset initial state;
then synchronously sending a camera shooting instruction to each camera through the camera shooting control terminal so as to adjust the shooting focal length and the shooting field angle of each camera;
and after adding the corresponding position area coordinate information to the real-time image acquired by each camera through the camera control terminal, uploading the real-time image to the edge computing system.
The beneficial effects of the above technical scheme are: the camera control terminal is used for sending the initialization instruction to each camera, so that the camera can be restored to a preset initial state and memory space data can be deleted, and the influence of the last camera shooting operation of the camera on the current camera shooting operation is avoided. In addition, the camera control terminal sends the camera shooting instruction to each camera, so that the cameras can shoot in a targeted mode according to the area in which the cameras are responsible, and panoramic shooting of the area in which the cameras are responsible is improved.
Preferably, in step S2, the analyzing the real-time image by the edge computing system to obtain the worker work condition information of the corresponding location area specifically includes:
and performing worker identification analysis processing on the real-time image through the edge computing system to obtain the current construction action information of workers at the corresponding area positions and the current building position information of the workers, and taking the current construction action information and the current building position information as the working condition information of the workers.
The beneficial effects of the above technical scheme are: the edge computing system can extract and obtain the current construction action information of the worker and the current building position information of the worker from the real-time image, so that the action and the position of the worker can be accurately identified, and whether the construction action and the position of the worker cannot meet corresponding construction specifications or not can be accurately judged in the follow-up process.
Preferably, in step S2, the determining whether an unsafe construction event occurs in the corresponding location area according to the worker work situation information specifically includes:
judging whether the worker makes an irregular construction action currently or not according to the current construction action information of the worker; judging whether the worker is currently positioned at the building position where standing is forbidden according to the information of the building position where the worker is currently positioned;
and if the worker does not carry out standard construction actions or is in the building position where standing is forbidden, determining that unsafe construction events occur in the corresponding position area.
The beneficial effects of the above technical scheme are: by the mode, whether unsafe construction events occur in the position area where the worker is located can be accurately and comprehensively judged, and therefore the reliability of judgment of the unsafe construction events is improved.
Preferably, in step S3, the generating a voice alarm signal according to the determination result of the unsafe construction event specifically includes:
determining the sound volume decibel value of the voice alarm signal according to the duration of the unsafe construction event by using the following formula (1),
in the formula (1), G (t _ i) represents a sound volume decibel value corresponding to the sound alarm signal sent to the ith worker at the current moment; t represents the current time; g 0 Representing an initial sound volume decibel value of the voice alarm signal; g M Representing the maximum sound volume decibel value of the voice alarm signal; t is t 0 (i) Indicating the occurrence starting moment when the fact that the ith worker has unsafe construction events is detected; t is 0 Represents a unit time; f (t _ i) ═ 1 represents the condition that the above formula (1) needs to satisfy, if F (t _ i) ═ 1, it indicates that the ith worker is currently in unsafe construction event, if F (t _ i) ═ 0, it indicates that the ith worker is not currently in unsafe construction event, at this moment, the sending of voice alarm signal is stopped, and the moment when F (t _ i) ═ 1 is detected again is the starting moment of the next unsafe construction event.
The beneficial effects of the above technical scheme are: and (3) determining the sound volume decibel value of the voice alarm signal according to the duration of the unsafe construction event by using the formula (1) so as to urge the illegal worker to stop the illegal operation as soon as possible.
Preferably, in step S4, adjusting the power supply state of the corresponding location area according to the updated worker work status information specifically includes:
judging whether unsafe construction events occur in the corresponding position area according to the updated worker work situation information;
if the corresponding position area is determined to have unsafe construction events, the power supply state of the corresponding position area is adjusted according to the sound volume decibel value of the voice alarm signal and the playing duration of the voice alarm signal by using the following formula (2),
in the above formula (2), E (t _ i) represents a power supply state control value of a power supply socket in an area where the ith worker is located at the present time; t is b Indicating the playing duration of the voice alarm signal;
if E (t _ i) is 1, indicating that the power supply socket indicating the location area where the ith worker is located continuously supplies power outwards;
if E (t _ i) ═ 0, the power supply socket indicating the location area where the ith worker is located stops supplying power to the outside.
The beneficial effects of the above technical scheme are: and (3) adjusting the power supply state of the corresponding position area according to the sound volume decibel value of the voice alarm signal and the playing duration of the voice alarm signal by using the formula (2), and then supervising and urging workers to stop the irregular behaviors by power failure shutdown.
Preferably, in step S4, the marking the corresponding work information for the worker in the corresponding location area specifically includes:
obtaining the actual working time of each worker according to the corresponding duration that the power supply socket stops supplying power outwards caused by the card punching on duty and the unsafe construction event of each worker by using the following formula (3) as the working information mark,
in the above formula (3), T q (i) Representing the actual work time of the ith worker in the month; k represents the kth workday of this month; n represents the total days of the working day of this month; t is t x_k (i) Indicating the work attendance time of the ith worker on the kth working day of the month; t is t s_k (i) Indicating the working card punching time of the ith worker on the kth working day of the month; t E, T x_k (i)→t s_k (i) - _ i + - (0 +) denotes at t x_k (i)→t s_k (i) Satisfies E, t within the time period x_k (i)→t s_k (i) Duration of the condition of-i + -, 0 (E, t) x_k (i)→t s_k (i) The determination process of the condition of — i + ═ 0 is the above equation (2).
The beneficial effects of the above technical scheme are: by using the formula (3), the actual working time of each worker is obtained according to the corresponding duration time of the stop of the power supply socket caused by the card punching of each worker on duty and the occurrence of unsafe construction events of each worker, so that the actual working time of each worker is recorded into the monthly performance test of each worker according to the illegal behaviors of each worker, potential safety hazards can be reduced, and the behaviors of the workers are standardized.
According to the content of the embodiment, the deployment method of the safe construction based on the edge computing is characterized in that the distributed camera system is arranged in the construction site and is connected into the edge computing system, real-time images of different position areas in the construction site are collected and analyzed, whether unsafe construction events occur in the corresponding position areas or not is judged, and a voice alarm signal is generated; after the voice alarm signal is sent out, analyzing and processing the re-acquired real-time image again to obtain updated worker work condition information of the corresponding position area, so as to adjust the power supply state of the corresponding position area and mark corresponding work information for workers of the corresponding position area; according to the deployment method, the distributed camera system and the edge computing system are arranged on the construction site to carry out camera monitoring on workers inside the construction site, when the workers are determined to carry out unsafe construction behaviors, a sound alarm is sent out and the power supply state of the corresponding position area is adjusted, so that the unsafe construction behaviors are stopped, normal and safe construction of the construction site is effectively guaranteed, and the reliability of deployment monitoring of the construction site is improved.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (8)
1. The deployment method of safe construction based on edge calculation is characterized by comprising the following steps:
step S1, setting a distributed camera system in the construction site, and connecting the distributed camera system to an edge computing system; instructing the distributed camera system to acquire real-time images of different position areas in the construction site and uploading the real-time images to the edge computing system;
step S2, analyzing and processing the real-time image through the edge computing system to obtain the worker work condition information of the corresponding position area; judging whether unsafe construction events occur in the corresponding position area or not according to the worker work situation information;
step S3, generating a voice alarm signal according to the judgment result of the unsafe construction event; after the voice alarm signal is sent out, the newly acquired real-time image is analyzed and processed through the edge computing system again, and the worker work condition information after the corresponding position area is updated is obtained;
and step S4, adjusting the power supply state of the corresponding position area according to the updated worker work condition information, and marking the worker of the corresponding position area with corresponding work information.
2. The deployment method for safe construction based on edge computing according to claim 1, characterized in that: in step S1, the setting a distributed camera system inside the worksite, and accessing the distributed camera system to the edge computing system specifically includes:
respectively arranging a plurality of cameras in different position areas inside a construction site, and commonly connecting all the cameras to a camera control terminal so as to form a distributed camera system;
and then the camera control terminal is accessed into an edge computing system, so that the camera control terminal and the edge computing system are in interactive communication connection.
3. The deployment method for safe construction based on edge computing according to claim 2, characterized in that: in step S1, instructing the distributed camera system to acquire live images of different location areas inside the worksite, and uploading the live images to the edge computing system specifically includes:
synchronously sending an initialization instruction to each camera through the camera control terminal, so that each camera clears image data on a memory space of the camera and restores a shooting focal length and a shooting field angle of the camera to a preset initial state;
then synchronously sending a camera shooting instruction to each camera through the camera shooting control terminal so as to adjust the shooting focal length and the shooting field angle of each camera;
and after adding the corresponding position area coordinate information to the real-time image acquired by each camera through the camera control terminal, uploading the real-time image to the edge computing system.
4. The deployment method for safe construction based on edge computing according to claim 3, characterized in that: in step S2, the analyzing the real-time image by the edge computing system to obtain the worker work condition information of the corresponding location area specifically includes:
and performing worker identification analysis processing on the real-time image through the edge computing system to obtain the current construction action information of workers in the corresponding area positions and the current building position information of the workers, and taking the information as the work condition information of the workers.
5. The deployment method for safe construction based on edge computing according to claim 4, characterized in that: in step S2, the determining whether an unsafe construction event occurs in the corresponding location area according to the worker work condition information specifically includes:
judging whether the worker makes an irregular construction action currently or not according to the current construction action information of the worker; judging whether the worker is currently in the position of the building where the worker is forbidden to stand or not according to the information of the position of the building where the worker is currently located;
and if the worker does not perform standard construction actions or is in a building position where standing is forbidden, determining that unsafe construction events occur in the corresponding position area.
6. The deployment method for safe construction based on edge computing according to claim 5, characterized in that: in step S3, the generating a voice alarm signal according to the judgment result of the unsafe construction event specifically includes:
determining the sound volume decibel value of the voice alarm signal according to the duration of the unsafe construction event by using the following formula (1),
in the formula (1), G (t _ i) represents a sound volume decibel value corresponding to the sound alarm signal sent to the ith worker at the current moment; t represents the current time; g 0 Representing an initial sound volume decibel value of the voice alarm signal; g M Representing the maximum sound volume decibel value of the voice alarm signal; t is t 0 (i) Indicating the occurrence starting moment when the fact that the ith worker has unsafe construction events is detected; t is 0 Represents a unit time; if F (t _ i) is 1, it indicates that the ith worker currently has an unsafe construction event, and if F (t _ i) is 0, it indicates that the ith worker currently has no unsafe construction event, at this time, the voice alarm signal is stopped to be sent, and the time corresponding to the re-detection of F (t _ i) being 1 is the starting time of the next occurrence of an unsafe construction event.
7. The deployment method for safe construction based on edge computing according to claim 6, characterized in that: in step S4, adjusting the power supply state of the corresponding location area according to the updated worker work status information specifically includes:
judging whether unsafe construction events occur in the corresponding position area according to the updated worker work situation information;
if the corresponding position area is determined to have unsafe construction events, the power supply state of the corresponding position area is adjusted according to the sound volume decibel value of the voice alarm signal and the playing duration of the voice alarm signal by using the following formula (2),
in the above formula (2), E (t _ i) represents the power supply socket of the area where the ith worker is located at the present timeA power supply state control value; t is a unit of b Indicating the playing duration of the voice alarm signal;
if E (t _ i) is equal to 1, indicating that the power supply socket of the area where the ith worker is located continuously supplies power outwards;
if E (t _ i) ═ 0, the power supply socket indicating the location area where the ith worker is located stops supplying power to the outside.
8. The deployment method for safe construction based on edge computing according to claim 7, characterized in that: in step S4, the marking of the corresponding work information for the worker in the corresponding location area specifically includes:
using the following formula (3), according to the corresponding duration that the power supply socket stops supplying power outwards when each worker gets the work card and each worker has unsafe construction events, obtaining the actual working time of each worker, using the actual working time as the working information mark,
in the above formula (3), T q (i) The actual working time of the ith worker in the month is represented; k represents the kth workday of this month; n represents the total days of working days in the month; t is t x_k (i) Indicating the work attendance time of the ith worker on the kth working day of the month; t is t s_k (i) Indicating the working card punching time of the ith worker on the kth working day of the month; t { E { [ T { [ x_k (i)→t s_k (i)]0 represents the value at t x_k (i)→t s_k (i) Satisfies E { [ t ] within a time period x_k (i)→t s_k (i)]I { [ t ] } 0 (E { [ t ]) x_k (i)→t s_k (i)]The determination process of the condition of 0 is expressed by the above equation (2).
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CN114531619A (en) * | 2022-02-15 | 2022-05-24 | 广州伏羲智能科技有限公司 | Construction site monitoring method and system based on edge calculation |
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CN105590415A (en) * | 2014-10-24 | 2016-05-18 | 无锡蓝阳谐波科技有限公司 | Alarm system for gas leakage in kitchen |
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Application publication date: 20220923 |