CN113485277B - Intelligent power plant video identification monitoring management system and method - Google Patents
Intelligent power plant video identification monitoring management system and method Download PDFInfo
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- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
- G05B19/41875—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by quality surveillance of production
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Abstract
An intelligent power plant video identification monitoring management system and method relate to the technical field of power plant video monitoring and comprise the following steps: collection module, identification module, work order processing module, mark module, analysis module and wireless alarm device, through image recognition technology, carry out the identification mark to the image data who gathers behind the image data of power plant and staff, acquire the working data of staff on the same day from the operating system of power plant, carry out the analysis to above-mentioned data, whether analysis staff's personal protective articles for use more meet the requirements, when not meeting the requirements, send early warning information to wireless alarm device and remind the staff, send prompt message to wireless alarm device when the staff is close to equipment and indicate the staff, the problem of the accident appears easily in the working process that leads to taking place danger and personal protective articles for use dress incomplete result in of having solved the equipment that exists of present power plant near moving.
Description
Technical Field
The invention relates to the technical field of power plant video monitoring, in particular to an intelligent power plant video identification monitoring management system and method.
Background
The equipment of power plant possesses certain danger at the process of operation, is close to the equipment that is moving, when the indecision this equipment possesses danger, it is close to probably to cause the injury to the personnel that are close to with trade, simultaneously, at the in-process of power plant work, need use different personal protective articles for use to different work content and equipment, under the condition of staff's carelessness, go the equipment that corresponds and often appear personal protective articles for use and dress incomplete problem when carrying out the during operation, lead to the incident to appear easily in the working process.
Disclosure of Invention
The embodiment of the invention provides a video identification monitoring management system and method for an intelligent power plant, wherein an acquisition module acquires image data of the power plant and workers through an image identification technology, an identification module identifies the acquired image data, a marking module marks the acquired image, a work order processing module acquires the working data of the workers in the same day from a working system of the power plant, the data are input into an analysis module for analysis, the working data of the workers in the same day is analyzed and combined with the identification data obtained by the identification module, whether personal protective articles of the workers meet requirements or not is analyzed, when the working data do not meet the requirements, early warning information is sent to a wireless alarm device to remind the workers, and meanwhile, when the workers approach equipment, the marking data obtained by the marking module are analyzed, prompt information is sent to the wireless alarm device to prompt the workers, and the problems that the existing power plant is dangerous due to the approach to equipment in operation and safety accidents are easy to occur in the working process due to incomplete wearing of the personal protective articles are solved.
The utility model provides a wisdom video identification of power plant monitors management system, includes: the system comprises an acquisition module, an identification module, a work order processing module, a marking module, an analysis module and a wireless alarm device;
the acquisition module is used for acquiring image data of a power plant and workers and sending the acquired image data to the identification module and the marking module;
the identification module is used for identifying the image data acquired by the acquisition module to obtain identification data and sending the obtained identification data to the analysis module;
the work order processing module is used for acquiring a work order in the power plant, identifying the work data of the corresponding staff according to the identification data of the identification module, and sending the obtained work data of the corresponding staff to the analysis module;
the marking module is used for receiving the image data sent by the acquisition module, marking the image data to obtain marked data and sending the marked data to the analysis module;
the analysis module is used for receiving the data sent by the identification module, the work order processing module and the marking module, analyzing the data to obtain an analysis result, and sending an alarm and prompt information to the wireless alarm device according to the analysis result;
and the wireless alarm device is used for receiving the alarm and prompt information sent by the analysis module and reminding the staff through sound.
Furthermore, the acquisition module comprises an image acquisition unit and an image processing unit, wherein the image acquisition unit is used for acquiring image data of a power plant and workers, and the image processing unit is used for dividing the acquired image data into continuous single-frame pictures and carrying out image normalization processing.
Furthermore, the identification module comprises a clothes identification unit, a face identification unit and an equipment identification unit, the clothes identification unit is used for identifying the dressing of the staff according to the image data of the staff sent by the acquisition module and sending the identification result to the analysis module, the analysis module judges whether to send alarm information to the wireless alarm device according to the analysis result, and the face identification unit is used for identifying the face of the staff according to the image data of the staff sent by the acquisition module to obtain the identity information of the staff and sending the obtained identity information to the analysis module.
Furthermore, the work order processing module comprises a work order obtaining unit and a work order identification unit, the work order obtaining unit is used for obtaining the work plan lists of all the employees in the same day from the work system of the power plant, the work order identification unit is used for identifying the work plan lists to obtain the work data of all the employees in the same day, the work data comprise the working equipment arranged according to time points and the corresponding personal protective articles, and the obtained work data are sent to the analysis module.
Further, the marking module comprises a personnel marking unit, a personnel coordinate setting unit, an equipment marking unit and an equipment coordinate setting unit, wherein the personnel marking unit is used for identifying workers therein according to the image data of the workers and the image data of the power plant sent by the acquisition module and setting a first rectangular early warning frame around the image of the workers, the personnel coordinate setting unit is used for setting coordinates for each pixel point of the first rectangular early warning frame to obtain the marking data of the workers, the equipment marking unit is used for identifying the equipment according to the image data of the power plant sent by the acquisition module and setting a second rectangular early warning frame around the image of the equipment, the equipment coordinate setting unit is used for setting coordinates for each pixel point of the second rectangular early warning frame to obtain the marking data of the equipment, and the obtained marking data of the workers and the obtained marking data of the equipment are sent to the analysis module.
Further, the analysis module comprises a comparison unit, a coordinate monitoring unit and an early warning unit, the comparison unit is used for comparing a clothes identification result of a worker in identification data sent by the identification module with preset data, the early warning unit sends early warning information when the clothes identification result does not accord with the preset data, the early warning unit sends warning information to the wireless alarm device, the comparison unit is also used for comparing the clothes identification result of the worker at the current time point in the identification data sent by the identification module and the identity information of the worker with personal protective articles corresponding to the worker in the working data sent by the work order processing module, the early warning unit sends the early warning information to the early warning unit when the clothes identification result and the identity information of the worker do not accord with the personal protective articles at the current time point in the working data, the early warning unit sends the warning information to the wireless alarm device, the coordinate monitoring unit is used for monitoring the coordinates of a first rectangular early warning frame and the coordinates of a second rectangular early warning frame according to the marking data of the worker and the marking data of equipment sent by the marking module, and the coordinate monitoring unit sends the early warning information to the early warning unit when the coordinates of the first rectangular early warning frame and the early warning information is sent by the early warning unit.
Furthermore, the wireless alarm device is used for receiving the alarm information and the prompt information sent by the analysis module and reminding workers in different types of sounds.
Further, the wireless alarm device is arranged on clothes of workers.
Furthermore, the basic personal protective articles required by the power plant to enter the power plant comprise safety helmets, protective glasses, protective gloves, dust masks and earplugs according to preset data.
In a second aspect, an embodiment of the present invention provides a method for managing video identification and monitoring of an intelligent power plant, including the following steps:
s1, acquiring data, namely acquiring image data of a power plant and workers through an image acquisition unit, segmenting the image data into continuous single-frame pictures, and simultaneously performing image normalization processing;
s2, image recognition, namely identifying dresses of workers by the clothes recognition unit according to image data of the workers and sending a recognition result to the analysis module, judging whether to send alarm information to the wireless alarm device or not by the analysis module according to the analysis result, and recognizing faces of the workers by the face recognition unit according to the image data of the workers sent by the acquisition module to obtain identity information of the workers and sending the obtained identity information to the analysis module;
s3, identifying work order information, acquiring a work order list of all employees in the same day from a work system of the power plant by a work order acquisition unit, identifying the work order list by the work order identification unit to obtain work data of all employees in the same day, wherein the work data comprises working equipment and corresponding personal protective articles which are arranged according to time points, and sending the obtained work data to an analysis module;
s4, marking image data, wherein a staff marking unit identifies staff in the image data according to the image data of the staff and the image data of the power plant sent by an acquisition module and sets a first rectangular early warning frame around the image of the staff, a staff coordinate setting unit sets a coordinate for each pixel point of the first rectangular early warning frame to obtain marking data of the staff, an equipment marking unit identifies equipment according to the image data of the power plant sent by the acquisition module and sets a second rectangular early warning frame around the image of the equipment, an equipment coordinate setting unit sets a coordinate for each pixel point of the second rectangular early warning frame to obtain marking data of the equipment, and the obtained marking data of the staff and the obtained marking data of the equipment are sent to an analysis module;
s5, analyzing data, comparing a comparison unit arranged in an analysis module with preset data according to a clothes identification result of a worker in identification data sent by an identification module, sending early warning information to an early warning unit when the clothes identification result of the worker does not accord with the preset data, sending warning information to a wireless warning device by the early warning unit, comparing the clothes identification result of the worker at the current time point in the identification data sent by the identification module and the identity information of the worker with personal protective articles corresponding to the worker in working data sent by a work order processing module by the comparison unit, sending the early warning information to the early warning unit when the personal protective articles do not accord with the current time point in the working data, sending the warning information to the wireless warning device by the early warning unit, monitoring the coordinates of a first rectangular early warning frame and the coordinates of a second rectangular early warning frame by a coordinate monitoring unit according to marking data of the worker and marking data of equipment sent by a marking module, and sending prompt information to the early warning unit when the coordinates of the first rectangular early warning frame and the coordinates of the second rectangular early warning frame coincide;
and S6, early warning, wherein the wireless alarm device receives the alarm information and the prompt information sent by the analysis module and reminds workers in different types of sounds.
The technical scheme provided by the embodiment of the invention has the beneficial effects that at least:
1. according to the invention, through an image recognition technology, an acquisition module acquires image data of a power plant and workers, an identification module identifies the acquired image data, a marking module marks the acquired image, a work order processing module acquires the current working data of the workers from a working system of the power plant, the data is input into an analysis module for analysis, the current working data of the workers is analyzed and combined with the identification data obtained by the identification module, whether personal protective articles of the workers meet the requirements or not is analyzed, and when the requirements are not met, early warning information is sent to a wireless alarm device to remind the workers, so that the problem that the current power plant is dangerous due to the fact that the workers are close to equipment which is running is solved.
2. Carry out the analysis through the mark data that obtains the mark module and send prompt message to wireless alarm device when the staff is close to equipment and indicate the staff, solved the personal protective articles for use that present power plant exists and dressed the problem that the accident appears easily in the course of the work that leads to the fact completely.
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 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
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
FIG. 1 is a schematic structural diagram of an intelligent power plant video identification monitoring management system according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of an acquisition module disclosed in the embodiment of the present invention;
FIG. 3 is a schematic structural diagram of an identification module according to an embodiment of the present disclosure;
FIG. 4 is a schematic structural diagram of a work order processing module according to an embodiment of the present disclosure;
FIG. 5 is a schematic structural diagram of a marking module according to an embodiment of the present disclosure;
FIG. 6 is a schematic structural diagram of an analysis module according to an embodiment of the present invention;
fig. 7 is a schematic flow chart of a smart power plant video identification monitoring management method according to an embodiment of the present invention.
Reference numerals are as follows:
100. an acquisition module; 101. an image acquisition unit; 102. an image processing unit; 200. an identification module; 201. a laundry identification unit; 202. a face recognition unit; 300. a work order processing module; 301. a work order acquisition unit; 302. a work order identification unit; 400. a marking module; 401. a person marking unit; 402. a person coordinate setting unit; 403. a device marking unit; 404. an apparatus coordinate setting unit; 500. an analysis module; 501. a comparison unit; 502. a coordinate monitoring unit; 503. an early warning unit; 600. provided is a wireless alarm device.
DETAILED DESCRIPTION OF EMBODIMENT (S) OF INVENTION
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
Example one
As shown in fig. 1 to 6, an embodiment of the present invention provides an intelligent power plant video identification monitoring management system, including: the system comprises an acquisition module 100, an identification module 200, a work order processing module 300, a marking module 400, an analysis module 500 and a wireless alarm device 600;
the system comprises an acquisition module 100, a recognition module 200 and a marking module 400, wherein the acquisition module is used for acquiring image data of a power plant and workers and sending the acquired image data to the recognition module 200 and the marking module 400;
specifically, the acquisition module 100 includes an image acquisition unit 101 and an image processing unit 102, the image acquisition unit 101 is a camera, the image acquisition unit 101 acquires image data of a power plant and workers, and the image processing unit 102 divides the acquired image data into continuous single-frame pictures and performs image normalization processing, so that the specifications of the processed single-frame pictures are kept consistent, and subsequent processing is facilitated.
The identification module 200 is configured to identify the image data acquired by the acquisition module 100 to obtain identification data, and send the obtained identification data to the analysis module 500;
specifically, the recognition module 200 includes a clothing recognition unit 201, a face recognition unit 202 and an equipment recognition unit, the clothing recognition unit 201 is configured to recognize clothing of a worker according to image data of the worker sent by the collection module 100, and send a recognition result to the analysis module 500, the clothing recognition result includes a wearing recognition result of a personal protective article of the head, the trunk and the four limbs of the worker, the analysis module 500 determines whether to send alarm information to the wireless alarm device 600 according to the analysis result, the face recognition unit 202 is configured to recognize the face of the worker according to the image data of the worker sent by the collection module 100 to obtain identity information of the worker, the identity information of the worker includes the name and id of the worker, and send the obtained identity information to the analysis module 500.
The work order processing module 300 is configured to obtain a work order inside a power plant, identify work data of corresponding workers according to the identification data of the identification module 200, and send the obtained work data of the corresponding workers to the analysis module 500;
specifically, the work order processing module 300 includes a work order obtaining unit 301 and a work order identification unit 302, the work order obtaining unit 301 is configured to obtain a work plan list of all employees in the same day from a work system of the power plant, the work order identification unit 302 is configured to identify the work plan list to obtain work data of all employees in the same day, the work data includes devices which are arranged according to time points and work correspondingly and personal protective articles which need to be worn correspondingly, and the obtained work data is sent to the analysis module 500;
for example, the work plan lists of all the workers in the work system of the power plant include a worker a, the work list of the worker a on the same day is 1, 09; 14-00, staff a, list of personal protective product categories for device 1.
The marking module 400 is configured to receive the image data sent by the acquisition module 100, mark the image data to obtain marked data, and send the marked data to the analysis module 500;
specifically, the marking module 400 includes a staff marking unit 401, a staff coordinate setting unit 402, an equipment marking unit 403 and an equipment coordinate setting unit 404, the staff marking unit 401 is configured to identify staff therein according to image data of the staff and image data of the power plant sent by the acquisition module 100 and set a first rectangular early warning frame around an image of the staff, the staff coordinate setting unit 402 is configured to set coordinates for each pixel point of the first rectangular early warning frame, the way of setting the coordinates for each pixel point of the first rectangular early warning frame is that a coordinate system is established with a first pixel point below the leftmost side of the image as an origin, so that coordinates of all pixel points of the first rectangular early warning frame in the image are obtained, marking data of the staff is obtained, the equipment marking unit is configured to identify the equipment according to the image data of the power plant sent by the acquisition module 100, a second rectangular early warning frame is set around the image of the equipment, the way of setting the coordinates for each pixel point of the second rectangular early warning frame is that the first pixel point below the leftmost side of the image is established as a coordinate system, so that coordinates of a second rectangular early warning frame 403 in the image is obtained, and the way of setting the coordinates of all pixel points of the second rectangular early warning frame is used for analyzing the staff marking data of the staff, and sending the marking data of the equipment marking data of the marking the staff to the staff marking module 500, which are obtained;
the analysis module 500 is configured to receive data sent by the identification module 200, the work order processing module 300, and the marking module 400, analyze the data to obtain an analysis result, and send an alarm and prompt information to the wireless alarm device 600 according to the analysis result;
specifically, the analysis module 500 includes a comparison unit 501, a coordinate monitoring unit 502, and an early warning unit 503, where the comparison unit 501 is configured to compare a clothes identification result of a worker in the identification data sent by the identification module 200 with preset data, and when the clothes identification result does not meet the preset data, send early warning information to the early warning unit 503, the preset data is basic personal protective products required by the power plant to enter the power plant, and includes safety helmets, safety glasses, protective gloves, dust masks, and earplugs, the early warning unit 503 is configured to send warning information to the wireless warning device, the comparison unit 501 is further configured to send the warning information to the early warning unit 503 according to the clothes identification result of the worker at a current time point in the identification data sent by the identification module 200 and personal protective products corresponding to the worker in the work data sent by the work order processing module 300, when the clothes identification result and the identity information of the worker do not meet the personal protective products at the current time point in the work data, the early warning information is sent to the wireless warning unit 503, the early warning unit 503 is further configured to send warning information to the wireless warning unit 503 according to send warning information, the monitoring unit 502 is configured to send a warning frame of a warning frame and send warning information to the early warning unit 503 when the coordinate of the monitoring frame appears, and the warning frame of the alarm frame appears;
for example, after the worker a enters the power plant, the comparison unit 501 identifies the clothes of the worker a according to the clothes identification unit 201, and compares the clothes with preset data, and when the clothes of the worker a are consistent with the preset data, the comparison unit determines that the clothes of the worker a meet the requirements. The early warning information is not sent to the early warning unit 503, meanwhile, according to the working data of the day, in the working time, for example, at 09.
The wireless alarm device 600 is used for receiving the alarm and the prompt information sent by the analysis module 500 and reminding the staff through sound, the wireless alarm device 600 is arranged on the clothes of the staff, and the wireless alarm device 600 is used for receiving the alarm information and the prompt information sent by the analysis module 500 and reminding the staff through different types of sound.
According to the invention, through an image identification technology, the acquisition module 100 acquires image data of a power plant and workers, the identification module 200 identifies the acquired image data, the marking module 400 marks the acquired image, the work order processing module 300 acquires the current working data of the workers from a working system of the power plant, the data is input into the analysis module 500 for analysis, the current working data of the workers are analyzed and combined with the identification data obtained by the identification module 200, whether personal protective articles of the workers meet requirements or not is analyzed, when the requirements are not met, the warning information is sent to the wireless alarm device 600 to remind the workers, and meanwhile, the marking data obtained by the marking module 400 is analyzed, and when the workers approach equipment, the warning information is sent to the wireless alarm device 600 to prompt the workers, so that the problems that dangers occur due to the fact that the equipment which is close to the current power plant and safety accidents are easy to occur due to incomplete wearing of the personal protective articles are solved.
Example two
The embodiment of the invention also discloses an intelligent power plant video identification monitoring management method, which comprises the following steps as shown in figures 2-7:
s1, data acquisition, namely acquiring image data of a power plant and workers through an image acquisition unit 101, and dividing the image data into continuous single-frame pictures and simultaneously performing image normalization processing;
specifically, the image acquisition unit 101 acquires image data in a power plant and image data of workers in the power plant, and processes the image data after acquiring the image data, so that the specifications of single-frame pictures obtained by processing are kept consistent, and subsequent processing is facilitated.
S2, identifying dresses of workers by the clothes identifying unit 201 according to image data of the workers, sending an identification result to the analysis module 500, judging whether to send alarm information to the wireless alarm device 600 or not by the analysis module 500 according to the analysis result, identifying the faces of the workers by the face identifying unit 202 according to the image data of the workers sent by the acquisition module 100 to obtain identity information of the workers, and sending the obtained identity information to the analysis module 500;
specifically, the clothing recognition unit 201 recognizes clothing of the worker according to image data of the worker, the comparison unit 501 is used for comparing the recognition result with preset data, when the recognition result is inconsistent with the preset data, the early warning information is sent to the early warning unit 503, the face recognition unit 202 recognizes the face of the worker according to the image data of the worker to obtain identity information of the worker, and the obtained identity information is sent to the comparison unit 501 for comparison.
S3, identifying work order information, acquiring a work order list of all employees in the same day from a work system of the power plant by using the work order acquisition unit 301, identifying the work order list by using the work order identification unit 302 to obtain work data of all employees in the same day, wherein the work data comprises working equipment and corresponding personal protective articles which are arranged according to time points, and sending the obtained work data to the analysis module 500;
s4, marking image data, identifying workers in the image data according to the image data of the workers and the image data of the power plant sent by the acquisition module 100 by the personnel marking unit 401, setting a first rectangular early warning frame around the image of the workers by the personnel coordinate setting unit 402, setting coordinates for each pixel point of the first rectangular early warning frame to obtain marking data of the workers, identifying equipment according to the image data of the power plant sent by the acquisition module 100 by the equipment marking unit 403, setting a second rectangular early warning frame around the image of the equipment, setting coordinates for each pixel point of the second rectangular early warning frame by the equipment coordinate setting unit 404 to obtain marking data of the equipment, and sending the obtained marking data of the workers and the obtained marking data of the equipment to the analysis module 500;
s5, data analysis, a comparison unit 501 arranged in an analysis module 500 compares a clothes identification result of a worker with preset data in identification data sent by an identification module 200, sends early warning information to an early warning unit 503 when the clothes identification result does not accord with the preset data, the early warning unit 503 sends warning information to a wireless warning device, the comparison unit 501 also compares the clothes identification result of the worker at the current time point in the identification data sent by the identification module 200 and the identity information of the worker with personal protective articles corresponding to the worker in working data sent by a work order processing module 300, sends the early warning information to the early warning unit 503 when the clothes identification result and the identity information of the worker do not accord with the personal protective articles at the current time point in the working data, the early warning unit 503 sends the warning information to the wireless warning device, a coordinate monitoring unit 502 monitors the coordinate of a first rectangular early warning frame and the coordinate of a second rectangular early warning frame according to marking data of the worker and marking data of equipment sent by a marking module 400, and sends the early warning information to the early warning unit 503 when the coordinate of the first rectangular early warning frame and the coordinate of the second rectangular early warning frame coincide;
and S6, early warning, wherein the wireless alarm device 600 receives the alarm information and the prompt information sent by the analysis module 500 and reminds workers in different types of sound modes.
According to the image recognition technology disclosed by the embodiment, the image acquisition unit 101 acquires image data of a power plant and workers, the clothes recognition unit 201 and the face recognition unit 202 respectively recognize the acquired image data, identity information of the workers and wearing conditions of clothes and personal protective equipment are obtained, the worker marking unit 401 and the equipment marking unit 403 mark the acquired image, a rectangular early warning frame is added, meanwhile, the worker coordinate setting unit 402 and the equipment coordinate setting unit 404 respectively add coordinates to the rectangular early warning frame, the work order processing module 300 acquires the working data of the workers in the same day from a working system of the power plant, the data are input to the analysis module 500 for analysis, the working data of the workers in the same day are analyzed and combined with the identification data obtained by the identification module 200, whether personal protective equipment of the workers meets requirements or not is analyzed, when the requirements are not met, the early warning information is sent to the wireless alarm device 600 to remind the workers, and meanwhile, when the working data obtained by the marking module 400 are analyzed, the prompting information is sent to the wireless alarm device 600 to remind the workers that safety accidents are not caused when the workers are close to the equipment, and the safety accidents caused by the existing working equipment in operation of the power plant are solved.
It should be understood that the specific order or hierarchy of steps in the processes disclosed is an example of exemplary approaches. Based upon design preferences, it is understood that the specific order or hierarchy of steps in the processes may be rearranged without departing from the scope of the present disclosure. The accompanying method claims present elements of the various steps in a sample order, and are not meant to be limited to the specific order or hierarchy presented.
In the foregoing detailed description, various features are grouped together in a single embodiment for the purpose of streamlining the disclosure. This method of disclosure is not to be interpreted as reflecting an intention that the claimed embodiments of the subject matter require more features than are expressly recited in each claim. Rather, as the following claims reflect, invention lies in less than all features of a single disclosed embodiment. Thus, the following claims are hereby expressly incorporated into the detailed description, with each claim standing on its own as a separate preferred embodiment of the invention.
Those of skill would further appreciate that the various illustrative logical blocks, modules, circuits, and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware, computer software, or combinations of both. To clearly illustrate this interchangeability of hardware and software, various illustrative components, blocks, modules, circuits, and steps have been described above generally in terms of their functionality. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the overall system. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present disclosure.
The steps of a method or algorithm described in connection with the embodiments disclosed herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. A software module may reside in RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, registers, hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art. An exemplary storage medium is coupled to the processor such the processor can read information from, and write information to, the storage medium. Of course, the storage medium may also be integral to the processor. The processor and the storage medium may reside in an ASIC. The ASIC may reside in a user terminal. Of course, the processor and the storage medium may reside as discrete components in a user terminal.
For a software implementation, the techniques described herein may be implemented with modules (e.g., procedures, functions, and so on) that perform the functions described herein. The software codes may be stored in memory units and executed by processors. The memory unit may be implemented within the processor or external to the processor, in which case it can be communicatively coupled to the processor via various means as is known in the art.
What has been described above includes examples of one or more embodiments. It is, of course, not possible to describe every conceivable combination of components or methodologies for purposes of describing the aforementioned embodiments, but one of ordinary skill in the art may recognize that many further combinations and permutations of various embodiments are possible. Accordingly, the embodiments described herein are intended to embrace all such alterations, modifications and variations that fall within the scope of the appended claims. Furthermore, to the extent that the term "includes" is used in either the detailed description or the claims, such term is intended to be inclusive in a manner similar to the term "comprising" as "comprising" is interpreted when employed as a transitional word in a claim. Furthermore, any use of the term "or" in the specification of the claims is intended to mean a "non-exclusive or".
Claims (5)
1. The utility model provides a wisdom video identification of power plant control management system which characterized in that includes: the system comprises an acquisition module, an identification module, a work order processing module, a marking module, an analysis module and a wireless alarm device;
the acquisition module is used for acquiring image data of a power plant and workers and sending the acquired image data to the identification module and the marking module;
the acquisition module comprises an image acquisition unit and an image processing unit, wherein the image acquisition unit is used for acquiring image data of a power plant and workers, and the image processing unit is used for dividing the acquired image data into continuous single-frame pictures and carrying out image normalization processing;
the identification module is used for identifying the image data acquired by the acquisition module to obtain identification data and sending the obtained identification data to the analysis module;
the identification module comprises a clothes identification unit, a face identification unit and an equipment identification unit, the clothes identification unit is used for identifying the dressing of the workers according to the image data of the workers sent by the acquisition module and sending the identification result to the analysis module, the analysis module judges whether to send alarm information to the wireless alarm device according to the analysis result, and the face identification unit is used for identifying the faces of the workers according to the image data of the workers sent by the acquisition module to obtain identity information of the workers and sending the obtained identity information to the analysis module;
the work order processing module is used for acquiring a work order in the power plant, identifying the work data of the corresponding staff according to the identification data of the identification module, and sending the obtained work data of the corresponding staff to the analysis module;
the work order processing module comprises a work order obtaining unit and a work order identification unit, the work order obtaining unit is used for obtaining the current-day work plan lists of all the employees from a work system of the power plant, the work order identification unit is used for identifying the work plan lists to obtain the current-day work data of all the employees, the work data comprises working equipment and corresponding personal protective articles which are arranged according to time points, and the obtained work data is sent to the analysis module;
the marking module is used for receiving the image data sent by the acquisition module, marking the image data to obtain marked data and sending the marked data to the analysis module;
the marking module comprises a personnel marking unit, a personnel coordinate setting unit, an equipment marking unit and an equipment coordinate setting unit, wherein the personnel marking unit is used for identifying workers according to the image data of the workers and the image data of the power plant sent by the acquisition module and setting a first rectangular early warning frame around the image of the workers, the personnel coordinate setting unit is used for setting coordinates for each pixel point of the first rectangular early warning frame to obtain the marking data of the workers, the equipment marking unit is used for identifying the equipment according to the image data of the power plant sent by the acquisition module and setting a second rectangular early warning frame around the image of the equipment, the equipment coordinate setting unit is used for setting coordinates for each pixel point of the second rectangular early warning frame to obtain the marking data of the equipment, and the obtained marking data of the workers and the obtained marking data of the equipment are sent to the analysis module;
the analysis module is used for receiving the data sent by the identification module, the work order processing module and the marking module, analyzing the data to obtain an analysis result, and sending an alarm and prompt information to the wireless alarm device according to the analysis result;
the analysis module comprises a comparison unit, a coordinate monitoring unit and an early warning unit, wherein the comparison unit is used for comparing a clothes identification result of a worker with preset data in identification data sent by the identification module, and sending early warning information to the early warning unit when the clothes identification result of the worker is inconsistent with the preset data, the early warning unit is used for sending warning information to the wireless warning device, the comparison unit is also used for comparing a clothes identification result of the worker at the current time point in the identification data sent by the identification module and identity information of the worker with personal protective articles corresponding to the worker in working data sent by the work order processing module, and sending the early warning information to the early warning unit when the clothes identification result of the worker and the identity information of the worker are inconsistent with the personal protective articles at the current time point in the working data, the early warning unit is used for sending warning information to the wireless warning device, the coordinate monitoring unit is used for monitoring the coordinate of a first rectangular early warning frame and the coordinate of a second rectangular early warning frame according to the mark data of the worker and the mark data of equipment sent by the mark module, and the coordinate monitoring unit is used for sending the warning information to the early warning unit when the coordinate of the first rectangular early warning frame and the coordinate of the second rectangular early warning frame are coincident, and the prompt unit is sent to the early warning unit;
and the wireless alarm device is used for receiving the alarm and prompt information sent by the analysis module and reminding the staff through sound.
2. The intelligent power plant video identification monitoring management system as claimed in claim 1, wherein the wireless alarm device is configured to receive the alarm information and the prompt information sent by the analysis module, and remind the staff in different types of sounds.
3. The intelligent power plant video identification monitoring and management system of claim 2, wherein the wireless alarm device is disposed on the clothing of the staff.
4. The intelligent power plant video identification monitoring and management system of claim 3, wherein the predetermined data is the basic personal protective equipment required by the power plant to enter the power plant, and comprises safety helmet, protective glasses, protective gloves, dust mask and earplugs.
5. An intelligent power plant video identification monitoring management method applied to the intelligent power plant video identification monitoring management system of claim 4, characterized by comprising the following steps:
s1, acquiring data, namely acquiring image data of a power plant and workers through an image acquisition unit, dividing the image data into continuous single-frame pictures and simultaneously performing image normalization processing;
s2, image recognition, namely identifying the dresses of the workers by a clothes recognition unit according to image data of the workers and sending a recognition result to an analysis module, judging whether alarm information is sent to a wireless alarm device or not by the analysis module according to the analysis result, and identifying the faces of the workers by a face recognition unit according to the image data of the workers sent by an acquisition module to obtain identity information of the workers and sending the obtained identity information to the analysis module;
s3, identifying work order information, acquiring a work order list of all employees in the same day from a work system of the power plant by a work order acquisition unit, identifying the work order list by the work order identification unit to obtain work data of all employees in the same day, wherein the work data comprises working equipment and corresponding personal protective articles which are arranged according to time points, and sending the obtained work data to an analysis module;
s4, marking image data, wherein a staff marking unit identifies staff in the image data according to the image data of the staff and the image data of the power plant sent by an acquisition module and sets a first rectangular early warning frame around the image of the staff, a staff coordinate setting unit sets a coordinate for each pixel point of the first rectangular early warning frame to obtain marking data of the staff, an equipment marking unit identifies equipment according to the image data of the power plant sent by the acquisition module and sets a second rectangular early warning frame around the image of the equipment, an equipment coordinate setting unit sets a coordinate for each pixel point of the second rectangular early warning frame to obtain marking data of the equipment, and the obtained marking data of the staff and the obtained marking data of the equipment are sent to an analysis module;
s5, analyzing data, comparing a comparison unit arranged in an analysis module with preset data according to a clothes identification result of a worker in identification data sent by an identification module, sending early warning information to an early warning unit when the clothes identification result of the worker does not accord with the preset data, sending warning information to a wireless alarm device by the early warning unit, comparing the clothes identification result of the worker at the current time point in the identification data sent by the identification module and the identity information of the worker with personal protective articles corresponding to the worker in working data sent by a work order processing module by the comparison unit, sending the early warning information to the early warning unit when the personal protective articles do not accord with the personal protective articles at the current time point in the working data, sending the warning information to the wireless alarm device by the early warning unit, monitoring the coordinates of a first rectangular early warning frame and the coordinates of a second rectangular early warning frame according to marking data of the worker and marking data of equipment sent by a marking module, and sending prompt information to the early warning unit when the coordinates of the first rectangular early warning frame and the coordinates of the second rectangular early warning frame coincide;
and S6, early warning, wherein the wireless alarm device receives the alarm information and the prompt information sent by the analysis module and reminds workers in different types of sound modes.
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| CN114202901A (en) * | 2021-12-16 | 2022-03-18 | 中建八局发展建设有限公司 | AI-based building engineering safety management error rate identification and alarm system |
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