CN116824706A - Substation personnel behavior detection method and system - Google Patents
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Abstract
A transformer substation personnel behavior detection method and system, in the method, obtain the real-time behavior data of a switching operation of personnel; inputting the real-time behavior data into a personnel behavior analysis function to obtain an initial action score corresponding to the initial action, one or more intermediate action scores corresponding to one or more intermediate actions and an ending action score corresponding to the ending action; judging whether the action partition is in the corresponding standard action partition; if the meeting actions are all in the corresponding standard action partitions, sending information that the operation of the staff meets the specification to the monitoring terminal; if one or more actions are not in the corresponding standard action partition, sending information that the operation of the staff is not in accordance with the specification and action partitions corresponding to the actions which are not in accordance with the specification to the monitoring terminal, and detecting the operation of the staff which is not in accordance with the specification by using the method, so that the operation of the staff is improved, the operation skill of the staff is improved, and the switching operation efficiency is improved.
Description
Technical Field
The application relates to the field of personnel behavior detection, in particular to a method and a system for detecting the personnel behavior of a transformer substation.
Background
With the rapid development of social economy, the demand of people for electric power resources is increasing, and the importance of the transformer substation is also increasing. The switching operation realizes the function of circuit switching in the transformer substation engineering, and is an important guarantee for the normal operation of the power system.
At present, when a worker performs switching operation, due to the existence of high voltage, the operation behavior of the worker needs to be detected, whether the worker accords with the specification when performing switching operation is judged, and further the work safety of the worker is ensured.
In terms of detection of the operation behaviors of staff, the prior art only detects the time of switching operation, and can not detect normalization of each step of switching operation, and the non-normalization of the operation can cause potential safety hazards and cause unnecessary loss.
Meanwhile, as the weaker steps of the operator in the switching operation are unclear, the pertinence improvement cannot be carried out, so that the operation skill of the operator is difficult to be improved, and the switching operation efficiency is low.
Disclosure of Invention
The application provides a transformer substation personnel behavior detection method and system, which are used for detecting weaker steps of personnel in switching operation so as to improve the weaker steps, thereby achieving the effects of improving the operating skills of the personnel, the switching operation efficiency and the safety in the switching operation process.
In a first aspect, the present application provides a substation personnel behavior detection method, which obtains real-time behavior data of a worker performing a switching operation, where the switching operation is determined from when a monitoring device detects that the worker is on an operation point location to when the monitoring device detects that the worker is not on the operation point location, and the switching operation includes an initial action, one or more intermediate actions, and an end action; inputting the real-time behavior data into a personnel behavior analysis function to obtain an initial action score corresponding to the initial action, one or more intermediate action scores corresponding to the one or more intermediate actions and an end action score corresponding to the end action; judging whether the initial action partition is in a preset standard initial action partition, whether the intermediate action partition is in a preset standard intermediate action partition and whether the ending action partition is in a preset standard ending action partition; if the initial action is divided into a preset standard initial action division, the intermediate action is divided into a preset standard intermediate action division and the ending action is divided into a preset standard ending action division, sending information that the operation of staff meets the specification to a monitoring terminal; if one or more of the initial action partition not in the preset standard initial action partition, the intermediate action partition not in the preset standard intermediate action partition and the ending action partition not in the preset standard ending action partition are met, sending information that the operation of the staff is not in accordance with the specification, actions not in accordance with the specification and action partitions corresponding to the actions not in accordance with the specification to the monitoring terminal, wherein the actions not in accordance with the specification are the initial actions not in the preset standard initial action partition, the intermediate actions not in the preset standard intermediate action partition and the ending actions not in the preset standard ending action partition.
By adopting the technical scheme, the weaker step of the operator in the switching operation is detected, so that the weaker step is improved, and the operator's operation skill, switching operation efficiency and safety in the switching operation process are improved.
With reference to some embodiments of the first aspect, in some embodiments, the person behavior analysis function is:the method comprises the steps of carrying out a first treatment on the surface of the In the formula, S is the initial action part, the intermediate action part or the end action part,/or->For the time specified for the completion of the standard initial action, the standard intermediate action or the standard end action, +.>For the point in time at which the initial action, the intermediate action or the end action is started, +.>For the point in time when the initial action, the intermediate action or the ending action ends, +.>An angle of arm swing when the worker is operating, +.>For the point in time in the initial action, the intermediate action or the end action, +.>The speed of the arm swing when the worker performs the operation.
By adopting the technical scheme, the real-time behavior data is input into the personnel behavior analysis function to obtain the initial action score corresponding to the initial action, one or more intermediate action scores corresponding to the one or more intermediate actions and the ending action score corresponding to the ending action, so that the accuracy of the action score is improved.
With reference to some embodiments of the first aspect, in some embodiments, after obtaining real-time behavior data of a switching operation performed by a worker, the method further includes: acquiring the initial action, one or more intermediate actions and the ending action of the switching operation of the worker according to the real-time behavior data; judging whether the sequence of the initial action, the intermediate action and the ending action is the same as the standard switching operation sequence; if the operation sequences are different, sending alarm information that the operation sequences of the staff do not accord with the specifications to the monitoring terminal.
By adopting the technical scheme, whether the sequence of the operation performed by the staff accords with the flow is judged, the sequence of the switching operation is ensured to accord with the standard, and the safety of the switching operation performed by the staff is improved. With reference to some embodiments of the first aspect, in some embodiments, if one or more of the initial action score is not between preset standard initial action scores, the intermediate action score is not between preset standard intermediate action scores, and the end action score is not between preset standard end action scores is met, sending information that the staff operation does not meet the specification, an action that does not meet the specification, and an action score corresponding to the action that does not meet the specification to a monitoring terminal, specifically including: when the action partition corresponding to the action which does not accord with the specification is smaller than the minimum value of the action partition corresponding to the preset standard, sending information of the operation of the staff which does not accord with the specification and the action partition corresponding to the action which does not accord with the specification to a monitoring terminal, wherein the preset standard action partition is any one of the preset standard initial action partition, the preset standard middle action partition or the preset standard end action partition; and when the action score corresponding to the action which does not accord with the specification is larger than the maximum value of the corresponding preset standard action partition, taking the action score corresponding to the action which does not accord with the specification as the maximum value of the preset corresponding standard action partition, and obtaining the updated corresponding action partition.
By adopting the technical scheme, whether the action which does not accord with the specification is not performed due to the fact that the action is performed poorly or the action is performed very well is judged to be caused by the fact that the action is not divided between the corresponding standard action divisions, and the operation skills of staff can be improved in a targeted mode. With reference to some embodiments of the first aspect, in some embodiments, before obtaining real-time behavior data of a switching operation performed by a worker, the method further includes: acquiring face image information of the staff; judging whether the face image information is the same as the face image information of a preset staff; if the information is different, sending alarm information that the staff is not the preset staff to the monitoring equipment.
By adopting the technical scheme, the switching operation efficiency and the safety in the switching operation process are improved by judging whether the current staff is the preset staff before the switching operation, avoiding the effect of the switching operation affected by the difference of the staff.
With reference to some embodiments of the first aspect, in some embodiments, before obtaining real-time behavior data of a switching operation performed by a worker, the method further includes: acquiring working information of a transformer substation circuit; judging whether the substation circuit is maintained according to the substation circuit work information; if the circuit of the transformer substation is not maintained, the monitoring equipment sends alarm information for prohibiting the operation of the staff; and if the circuit maintenance of the transformer substation is completed, executing the step of acquiring real-time behavior data of the switching operation of the staff.
By adopting the technical scheme, the switching operation can be judged whether to be carried out in the current circuit state of the transformer substation before the switching operation, so that the electric shock danger caused by the switching operation of workers is avoided, and the safety in the switching operation process is improved.
With reference to some embodiments of the first aspect, in some embodiments, the time specified by the completion of the standard initial action is 10 minutes, the time specified by the completion of the standard end action is 5 minutes, and the time specified by the completion of the standard switching operation is 30 minutes.
By adopting the technical scheme, the time for completing each action in the switching operation and the time for completing the whole switching operation are specified, so that the switching operation efficiency is improved.
In a second aspect, an embodiment of the present application provides a system for detecting a behavior of a substation personnel, where the system includes: the system comprises an acquisition module, a control module and a control module, wherein the acquisition module is used for acquiring real-time behavior data of a worker for performing one-time switching operation, the one-time switching operation is determined from the detection of the worker on an operation point position by a monitoring device to the detection of the worker not on the operation point position by the monitoring device, and the switching operation comprises an initial action, one or more intermediate actions and an ending action;
The input module is used for inputting the real-time behavior data into a personnel behavior analysis function to obtain an initial action score corresponding to the initial action, one or more intermediate action scores corresponding to the one or more intermediate actions and an ending action score corresponding to the ending action;
the processing module is used for judging whether the initial action score is in the preset standard initial action score, whether the intermediate action score is in the preset standard intermediate action score and whether the ending action score is in the preset standard ending action score;
the output module is used for sending information that the operation of the staff meets the specification to the monitoring terminal if the initial action is divided among the preset standard initial action partitions, the intermediate action is divided among the preset standard intermediate action partitions and the ending action is divided among the preset standard ending action partitions; and if one or more of the initial action score is not in the preset standard initial action score, the intermediate action score is not in the preset standard intermediate action score and the ending action score is not in the preset standard ending action score are met, sending information that the operation of the staff is not in accordance with the specification, actions not in accordance with the specification and action scores corresponding to the actions not in accordance with the specification to a monitoring terminal, wherein the actions not in accordance with the specification are the initial actions not in accordance with the preset standard initial action score, the intermediate actions not in accordance with the preset standard intermediate action score and ending actions not in accordance with the preset standard ending action score.
In a third aspect, an embodiment of the present application provides an electronic device, including: one or more processors and memory; the memory is coupled to the one or more processors, the memory for storing computer program code comprising computer instructions that the one or more processors call for causing the electronic device to perform the method as described in the first aspect and any possible implementation of the first aspect.
In a fourth aspect, embodiments of the present application provide a computer readable storage medium comprising instructions which, when run on an electronic device, cause the electronic device to perform a method as described in the first aspect and any possible implementation of the first aspect. One or more technical solutions provided in the embodiments of the present application at least have the following technical effects or advantages:
1. the weaker step of detection personnel in switching operation to improve to weaker step, improve personnel's operating skill, switching operation efficiency and switching operation in-process security.
2. The real-time behavior data is input into a personnel behavior analysis function to obtain an initial action score corresponding to the initial action, one or more intermediate action scores corresponding to the one or more intermediate actions and an ending action score corresponding to the ending action, so that the accuracy of the action score is improved.
3. The action which does not accord with the specification is judged to be not in the corresponding standard action partition area due to poor action or very good action completion, and the operation skill of the staff can be improved in a targeted manner.
Drawings
FIG. 1 is a schematic diagram of an exemplary scenario for a substation personnel behavior detection system in an embodiment of the present application.
Fig. 2 is a schematic flow chart of a substation personnel behavior detection method in an embodiment of the application.
Fig. 3 is a flow chart of a method for determining a person operation flow in an embodiment of the application.
Fig. 4 is a schematic functional module structure of a substation personnel behavior detection system provided in an embodiment of the present application.
Fig. 5 is a schematic diagram of a physical device structure of a substation personnel behavior detection system according to an embodiment of the present application.
Detailed Description
The terminology used in the following embodiments of the application is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used in the specification of the present application and the appended claims, the singular forms "a," "an," "the," and "the" are intended to include the plural forms as well, unless the context clearly indicates to the contrary. It should also be understood that the term "and/or" as used in this disclosure is intended to encompass any or all possible combinations of one or more of the listed items.
The terms "first," "second," and the like, are used below for descriptive purposes only and are not to be construed as implying or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defining "a first" or "a second" may explicitly or implicitly include one or more such feature, and in the description of embodiments of the application, unless otherwise indicated, the meaning of "a plurality" is two or more.
FIG. 1 is a schematic diagram of an exemplary scenario for a substation personnel behavior detection system in an embodiment of the present application.
Referring to fig. 1, a worker enters from an inlet of a transformer substation, and leaves from an outlet of the transformer substation after one switching operation is completed. The monitoring equipment starts to collect real-time behavior data and face image data of a worker, the system receives the real-time behavior data and face image data of the worker, the real-time behavior data is input into a worker behavior analysis function to obtain an initial action score, a plurality of intermediate action scores and an end action score, the initial action score, the plurality of intermediate action scores and the end action score are compared with a standard initial action score, a plurality of standard intermediate action scores and a standard end action score, if the worker action is standard, information that the worker operation meets the standard is sent to the monitoring equipment, and if the worker operation does not meet the standard, information that the worker operation does not meet the standard, and action scores corresponding to the actions that do not meet the standard are sent to the monitoring equipment.
The substation personnel behavior detection scheme of the present application is described below with reference to fig. 2:
fig. 2 is a schematic flow chart of a substation personnel behavior detection method according to an embodiment of the application.
S201, acquiring real-time behavior data of a worker for performing one-time switching operation;
the staff is about to carry out switching operation, reaches the operating point position in the monitoring scope, and the monitoring camera begins to gather the real-time behavior data that the staff carried out switching operation once, and this switching operation is confirmed by detecting the staff on operating point position to supervisory equipment detects that the staff is not on operating point position from supervisory equipment, can understand to: for example, when the working personnel appear on the operation point position is 10:00, and when the working personnel leave the operation point position is 10:40, the time for the working personnel to perform one switching operation is 40 minutes, so that the real-time behavior data are all behavior data of the working personnel collected by the monitoring camera in the 40 minutes.
It will be appreciated that the time taken to perform a switching operation will vary from one operator to another, depending on the skill level of the operator performing the switching operation, and is not limited herein.
S202, inputting real-time behavior data into a personnel behavior analysis function to obtain an initial action score corresponding to an initial action, one or more intermediate action scores corresponding to one or more intermediate actions and an ending action score corresponding to an ending action;
after the monitoring camera collects real-time behavior data of one-time switching operation of a worker, the real-time behavior data is input into a worker behavior analysis function, and three action scores can be obtained, wherein the three action scores comprise an initial action score corresponding to the initial action, one or more intermediate action scores corresponding to one or more intermediate actions and an ending action score corresponding to the ending action. The personnel behavior analysis function is as follows:the method comprises the steps of carrying out a first treatment on the surface of the In the formula, S is the initial action part, the intermediate action part or the end action part,/or->For the time specified for the completion of the standard initial action, the standard intermediate action or the standard end action, +.>For the point in time at which the initial action, the intermediate action or the end action is started, +.>For the point in time when the initial action, the intermediate action or the ending action ends, +.>An angle of arm swing when the worker is operating, +. >For the point in time in the initial action, the intermediate action or the end action, +.>The speed of the arm swing when the worker performs the operation.
For ease of understanding, we exemplify here: for example, action a, action B, action C are obtained, wherein action B is composed of action 1 and action 2, action a corresponds to the initial action, action B corresponds to the intermediate action, action C corresponds to the end action, we have three sets of data: action A%=5，/>=10:00，/>=10:04，/>=/>，/>=1.0); action B (+)>=20，/>=10:06，/>=10:24，/>=30°，/>=2.0); action C (+)>=5，/>=10:25，/>=10:30，/>=45°，/>=1.5), obtained by calculation of a person behavior analysis function: action a=1.66 for action a, action b=4.61 for action B, and action c=1.48 for action C.
It can be understood that, in the above example, only three actions are listed to complete the switching operation, and there may be more than three actions in the practical application scenario, which is not limited herein.
S203, judging whether the initial action score is in a preset standard initial action score, whether the intermediate action score is in a preset standard intermediate action score, and whether the ending action score is in a preset standard ending action score;
after the initial action score, the intermediate action score and the ending action score are obtained, the system judges whether the initial action score is in a preset standard initial action score zone, whether the intermediate action score is in a preset standard intermediate action score zone and whether the ending action score is in a preset standard ending action score zone.
The following examples are: the preset standard initial action partition is the preset standard action A action partition [1.60,1.80], the preset standard intermediate action partition is the preset standard action B action partition [4.55,4.70], and the preset standard end action partition is the preset standard action C action partition [1.48,1.58].
S204, if the initial action is divided into preset standard initial action division, the intermediate action is divided into preset standard intermediate action division and the ending action is divided into preset standard ending action division, sending information that the operation of staff meets the specification to the monitoring terminal;
if the conditions are satisfied: if the initial action is divided into the preset standard initial action division, the intermediate action is divided into the preset standard intermediate action division and the ending action is divided into the preset standard ending action division, the system sends information that the operation of the staff meets the specification to the monitoring terminal.
Receiving the above example, the action score a=1.66 corresponding to the action a, the action score b=4.61 corresponding to the action B, and the action score c=1.48 corresponding to the action C; the preset standard action A action partition is [1.60,1.80], the preset standard action B action partition is [4.55,4.70], and the preset standard action C action partition is [1.48,1.58]. The method can obtain the following steps: the action part A, the action part B and the action part C are all in the corresponding preset standard action part. Therefore, the switching operation performed by the staff meets the specification, and the system sends information that the operation of the staff meets the specification to the monitoring terminal.
It should be understood that the above-mentioned monitoring terminal may be a terminal with a display of a monitoring screen, such as a desktop computer, a notebook computer, a mobile phone, etc., which is not limited herein.
S205, if one or more of the initial action score, the intermediate action score and the ending action score are not in the preset standard ending action score, sending information that the operation of the staff is not in accordance with the specification, the action which is not in accordance with the specification and the action score corresponding to the action which is not in accordance with the specification to the monitoring terminal.
If the conditions are satisfied: if the initial action score is not among the preset standard initial action scores, the intermediate action score is not among the preset standard intermediate action scores, and the ending action score is not among one or more of the three conditions of the preset standard ending action scores, the switching operation of the staff is not standard, and the system sends information that the operation of the staff is not standard, the action is not standard and the action score corresponding to the action which is not standard to the monitoring terminal.
The following is illustrative:
example 1: let a=1.56 for action a, b=4.61 for action B, and c=1.48 for action C. Since the action division a is not within the preset standard action a action division [1.60,1.80], the switching operation of the staff is not standard, and the system sends information that the operation of the staff is not standard-compliant, the action a not standard-compliant and the action division a=1.56 corresponding to the action not standard-compliant to the monitoring terminal.
Example 2: let a=1.56 for action a, b=4.51 for action B, and c=1.48 for action C. Since action division a is not within the preset standard action a action division [1.60,1.80], and action division B is not within the preset standard action B action division [4.55,4.70], the switching operation of the staff is not standard, and the system sends information that the operation of the staff is not standard, actions a and B which are not standard, and action division a=1.56 and action division b=4.51 corresponding to the actions which are not standard to the monitoring terminal.
Example 3: let a=1.56 for action a, b=4.51 for action B, and c=1.43 for action C. Since the action division a is not in the preset standard action a action division [1.60,1.80], since the action division B is not in the preset standard action B action division [4.55,4.70], since the action division C is not in the preset standard action C action division [1.48,1.58], the switching operation of the staff is not standard, and the system sends information that the staff operation is not in accordance with the standard, the actions a, B and C which are not in accordance with the standard, and the action division a=1.56, the action division b=4.51 and the action division c=1.43 which correspond to the actions which are not in accordance with the standard to the monitoring terminal.
In the above embodiment, the weaker step of the switching operation is detected by the detecting personnel, so that improvement is performed on the weaker step, and the operating skill, the switching operation efficiency and the safety in the switching operation process of the personnel are improved.
The above is to score each action when the action sequence meets the rule when the operator performs the switching operation, and the scheme of the operation flow of the judgment operator according to the present application is described below with reference to fig. 3:
fig. 3 is a flow chart of a method for determining the operation flow of a person according to an embodiment of the application.
S301, obtaining initial actions, one or more intermediate actions and ending actions of a switching operation performed by a worker according to real-time behavior data;
after the monitoring camera collects real-time behavior data of a worker for one-time switching operation, initial action, one or more intermediate actions and ending action of the worker for one-time switching operation are obtained. For example: the initial operation of the operator for one switching operation is an operation a, one or more intermediate operations are an operation B, and an end operation is an operation C.
S302, judging whether the sequence of the initial action, the intermediate action and the end action is the same as the standard switching operation sequence;
The system starts to judge whether the sequence of the initial action, the intermediate action and the end action is the same as the standard switching operation sequence.
In the above example, the standard switching operation sequence is: action a, action C, action B. The operation sequence of the staff member is action a, action B and action C.
And S303, if the operation sequences are different, sending alarm information that the operation sequences of the staff do not accord with the specifications to the monitoring terminal.
If the operation sequence of the staff is different from the standard switching operation sequence, the system sends alarm information that the operation sequence of the staff does not accord with the specification to the monitoring terminal.
By receiving the above example, it can be seen that the operation sequence of the staff is different from the standard switching operation sequence, and then the system sends the alarm information that the operation sequence of the staff does not accord with the specification to the monitoring terminal. At this time, the real-time behavior data is no longer input into the personnel behavior analysis function, and the personnel is prohibited from switching.
It should be understood that the operation sequence of the staff member is not necessarily the operation a, the operation B, and the operation C, and may be other combinations different from the standard switching operation sequence, which is not limited herein.
In the above embodiment, whether the sequence of the operations performed by the staff accords with the flow is judged, so that the sequence of the switching operation is ensured to accord with the standard, and the safety of the switching operation performed by the staff is improved.
Before the above embodiment, we also need to acquire the face image information of the staff, then judge whether the face image information is the same as the face image information of the preset staff, if not, send the alarm information that the staff is not the preset staff to the monitoring device. If the worker performing the switching operation is not a preset worker, the switching operation cannot be completed or the completion process is dangerous due to the insufficient experience of the worker, so that the worker information is firstly matched.
In the above embodiment, before performing the switching operation, it is determined whether the current staff is a preset staff, so that effects of different staff affecting the switching operation are avoided, and switching operation efficiency and safety in the switching operation process are improved.
After confirming that the worker is a preset worker, the worker also needs to acquire working information of the substation circuit, judges whether the maintenance of the substation circuit is completed according to the working information of the substation circuit, if the maintenance of the substation circuit is not completed, the monitoring equipment sends alarm information for prohibiting the worker from operating, and if the maintenance of the substation circuit is completed, the step of acquiring real-time behavior data of the worker for performing one-time switching operation is executed. When the switching operation is carried out by the staff, the circuit of the transformer substation is in a closed state, so that the safety of the staff can be guaranteed.
In the above embodiment, before switching operation, whether the current circuit state of the transformer substation can be subjected to switching operation is judged, so that the danger of electric shock caused by switching operation of staff is avoided, and the safety in the switching operation process is improved.
In some embodiments, the staff member's action score does not have two cases within the corresponding preset standard action score: when the action score corresponding to the action which does not accord with the specification is smaller than the minimum value between the action partitions corresponding to the preset standard, sending information that the operation of the staff does not accord with the specification and the action score corresponding to the action which does not accord with the specification to the monitoring terminal; and when the action score corresponding to the action which does not meet the specification is larger than the maximum value of the corresponding preset standard action partition, taking the action score corresponding to the action which does not meet the specification as the maximum value of the preset corresponding standard action partition, and obtaining the updated corresponding action partition. The first case has been described clearly in S205, and the second case is exemplified below:
example 3: let a=1.82 for action a, b=4.61 for action B, and c=1.48 for action C. Since action partition a is not within preset standard action a action partition [1.60,1.80], but is greater than 1.80, then 1.82 is taken as the maximum value of preset standard action a action partition, forming a new preset standard action a action partition [1.60,1.82].
In the above embodiment, it is determined whether the action which does not meet the specification is not in the corresponding standard action partition due to the bad action or the very good action completion, so that the operation skill of the staff can be improved in a targeted manner.
The system in the embodiment of the application is described from the module point of view:
fig. 4 is a schematic structural diagram of a functional module of a substation personnel behavior detection system according to an embodiment of the present application.
The system comprises:
an obtaining module 401, configured to obtain real-time behavior data of a worker performing a switching operation, where the switching operation is determined from when a monitoring device detects that the worker is on an operation point location to when the monitoring device detects that the worker is not on the operation point location, and the switching operation includes an initial action, one or more intermediate actions, and an end action;
an input module 402, configured to input the real-time behavior data into a personnel behavior analysis function, to obtain an initial action score corresponding to the initial action, one or more intermediate action scores corresponding to the one or more intermediate actions, and an end action score corresponding to the end action;
A processing module 403, configured to determine whether the initial action score is between the preset standard initial action scores, whether the intermediate action score is between the preset standard intermediate action scores, and whether the end action score is between the preset standard end action scores;
an output module 404, configured to send information that the operation of the staff meets the specification to the monitor terminal if the initial action score is within the preset standard initial action score, the intermediate action score is within the preset standard intermediate action score, and the end action score is within the preset standard end action score; and if one or more of the initial action score is not in the preset standard initial action score, the intermediate action score is not in the preset standard intermediate action score and the ending action score is not in the preset standard ending action score are met, sending information that the operation of the staff is not in accordance with the specification, actions not in accordance with the specification and action scores corresponding to the actions not in accordance with the specification to a monitoring terminal, wherein the actions not in accordance with the specification are the initial actions not in accordance with the preset standard initial action score, the intermediate actions not in accordance with the preset standard intermediate action score and ending actions not in accordance with the preset standard ending action score. The system in the embodiment of the present application is described above from the point of view of the modularized functional entity, and the system in the embodiment of the present application is described below from the point of view of hardware processing, please refer to fig. 5, which is a schematic diagram of the physical device structure of the substation personnel behavior detection system provided in the embodiment of the present application.
It should be noted that the structure of the system shown in fig. 5 is only an example, and should not impose any limitation on the functions and the application scope of the embodiments of the present invention.
As shown in fig. 5, the system includes a central processing unit (Central Processing Unit, CPU) 501, which can perform various appropriate actions and processes, such as performing the methods in the above-described embodiments, according to a program stored in a Read-Only Memory (ROM) 502 or a program loaded from a storage section 508 into a random access Memory (Random Access Memory, RAM) 503. In the RAM 503, various programs and data required for the system operation are also stored. The CPU 501, ROM502, and RAM 503 are connected to each other through a bus 504. An Input/Output (I/O) interface 505 is also connected to bus 504.
The following components are connected to the I/O interface 505: an input section 506 including a camera, an infrared sensor, and the like; an output section 505 including a liquid crystal display (Liquid Crystal Display, LCD), a speaker, and the like; a storage portion 508 including a hard disk and the like; and a communication section 509 including a network interface card such as a LAN (Local Area Network ) card, a modem, or the like. The communication section 509 performs communication processing via a network such as the internet. The drive 510 is also connected to the I/O interface 505 as needed. A removable medium 511 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 510 as needed so that a computer program read therefrom is mounted into the storage section 508 as needed.
In particular, according to embodiments of the present invention, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, embodiments of the present invention include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising a computer program for performing the method shown in the flowchart. In such an embodiment, the computer program may be downloaded and installed from a network via the communication portion 509, and/or installed from the removable media 511. When executed by a Central Processing Unit (CPU) 501, the computer program performs the various functions defined in the present invention.
It should be noted that, the computer readable medium shown in the embodiments of the present invention may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-Only Memory (ROM), an erasable programmable read-Only Memory (Erasable Programmable Read Only Memory, EPROM), flash Memory, an optical fiber, a portable compact disc read-Only Memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present invention, however, a computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, with a computer-readable computer program embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing.
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present invention. Where each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams or flowchart illustration, and combinations of blocks in the block diagrams or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
Specifically, the server of the present embodiment includes a processor and a memory, and the memory stores a computer program, and when the computer program is executed by the processor, the method for measuring spectral information provided in the foregoing embodiment is implemented.
As another aspect, the present application also provides a computer-readable storage medium, which may be contained in the server described in the above embodiment; or may exist alone without being assembled into the server. The storage medium carries one or more computer programs which, when executed by a processor of the server, cause the server to implement the methods provided in the embodiments described above.
The above embodiments are only for illustrating the technical solution of the present application, and are not limiting; although the application has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit of the application.
As used in the above embodiments, the term "when …" may be interpreted to mean "if …" or "after …" or "in response to determination …" or "in response to detection …" depending on the context. Similarly, the phrase "at the time of determination …" or "if detected (a stated condition or event)" may be interpreted to mean "if determined …" or "in response to determination …" or "at the time of detection (a stated condition or event)" or "in response to detection (a stated condition or event)" depending on the context.
In the above embodiments, it may be implemented in whole or in part by software, hardware, firmware, or any combination thereof. When implemented in software, may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on a computer, the processes or functions in accordance with embodiments of the present application are produced in whole or in part. The computer may be a general purpose computer, a special purpose computer, a computer network, or other programmable apparatus. The computer instructions may be stored in a computer-readable storage medium or transmitted from one computer-readable storage medium to another computer-readable storage medium, for example, the computer instructions may be transmitted from one website, computer, server, or data center to another website, computer, server, or data center by a wired (e.g., coaxial cable, fiber optic, digital subscriber line), or wireless (e.g., infrared, wireless, microwave, etc.). The computer readable storage medium may be any available medium that can be accessed by a computer or a data storage device such as a server, data center, etc. that contains an integration of one or more available media. The usable medium may be a magnetic medium (e.g., floppy disk, hard disk, magnetic tape), an optical medium (e.g., DVD), or a semiconductor medium (e.g., solid state disk), etc.
Those of ordinary skill in the art will appreciate that implementing all or part of the above-described method embodiments may be accomplished by a computer program to instruct related hardware, the program may be stored in a computer readable storage medium, and the program may include the above-described method embodiments when executed. And the aforementioned storage medium includes: ROM or random access memory RAM, magnetic or optical disk, etc.
Claims (10)
1. The substation personnel behavior detection method is characterized by comprising the following steps of:
acquiring real-time behavior data of a worker for performing one-time switching operation, wherein the one-time switching operation is determined from the detection of the worker on an operation point position by monitoring equipment to the detection of the worker not on the operation point position by the monitoring equipment, and the switching operation comprises an initial action, one or more intermediate actions and an ending action;
inputting the real-time behavior data into a personnel behavior analysis function to obtain an initial action score corresponding to the initial action, one or more intermediate action scores corresponding to the one or more intermediate actions and an end action score corresponding to the end action;
Judging whether the initial action score is in a preset standard initial action score, whether the intermediate action score is in a preset standard intermediate action score and whether the ending action score is in a preset standard ending action score;
if the initial action is divided into the preset standard initial action division, the intermediate action is divided into the preset standard intermediate action division and the ending action is divided into the preset standard ending action division, sending information that the operation of staff meets the specification to a monitoring terminal;
and if one or more of the initial action score not in the preset standard initial action score, the intermediate action score not in the preset standard intermediate action score and the ending action score not in the preset standard ending action score are met, sending information that the operation of the staff is not in accordance with the specification, actions not in accordance with the specification and action scores corresponding to the actions not in accordance with the specification to a monitoring terminal, wherein the actions not in accordance with the specification are the initial actions not in accordance with the preset standard initial action score, the intermediate actions not in accordance with the preset standard intermediate action score and the ending actions not in accordance with the preset standard ending action score.
2. The method of claim 1, wherein the personnel behavior analysis function is:the method comprises the steps of carrying out a first treatment on the surface of the In the formula, S is the initial action part, the intermediate action part or the end action part, < >>For the time specified for the completion of the standard initial action, the standard intermediate action or the standard end action, +.>For the point in time at which the initial action, the intermediate action or the end action is started,/-for the initial action, the intermediate action or the end action>For the point in time when the initial, intermediate or end action ends,/->Angle of arm swing when operating for the staff, +.>For the point in time in the initial action, the intermediate action or the end action, +.>The speed of the swing of the arm when the operator is operating.
3. The method of claim 1, wherein after the acquiring the real-time behavior data of the switching operation performed by the worker, the method further comprises:
acquiring the initial action, one or more intermediate actions and the ending action of the switching operation of the worker for one time according to the real-time behavior data;
judging whether the sequence of the initial action, the intermediate action and the ending action is the same as the standard switching operation sequence;
If the operation sequences are different, sending alarm information that the operation sequences of the staff do not accord with the specifications to the monitoring terminal.
4. The method according to claim 1, wherein if one or more of the initial action score is not within a preset standard initial action score, the intermediate action score is not within a preset standard intermediate action score, and the end action score is not within a preset standard end action score is met, sending information that the staff operation is not in compliance with a specification, an action not in compliance with a specification, and an action score corresponding to the action not in compliance with the specification to a monitoring terminal, specifically comprising:
when the action score corresponding to the action which does not accord with the specification is smaller than the minimum value of the action score corresponding to the preset standard, sending information which does not accord with the specification and the action score corresponding to the action which does not accord with the specification to a monitoring terminal, wherein the preset standard action score is any one of the preset standard initial action score, the preset standard middle action score or the preset standard end action score;
and when the action score corresponding to the action which does not accord with the specification is larger than the maximum value of the corresponding preset standard action partition, taking the action score corresponding to the action which does not accord with the specification as the maximum value of the preset corresponding standard action partition, and obtaining the updated corresponding action partition.
5. The method of claim 1, wherein prior to the acquiring the real-time behavioral data of the one-time switching operation by the worker, the method further comprises:
acquiring face image information of the staff;
judging whether the face image information is the same as face image information of a preset staff;
if the staff information is different, sending alarm information that the staff is not a preset staff to the monitoring equipment.
6. The method of claim 1, wherein prior to the acquiring the real-time behavioral data of the one-time switching operation by the worker, the method further comprises:
acquiring working information of a transformer substation circuit;
judging whether the substation circuit is maintained according to the substation circuit work information;
if the substation circuit is not maintained, the monitoring equipment sends alarm information for prohibiting the operation of the staff;
and if the circuit maintenance of the transformer substation is completed, executing the step of acquiring real-time behavior data of the primary switching operation of the staff.
7. The method of claim 2, wherein the time specified by the completion of the standard initial action is 10 minutes, the time specified by the completion of the standard end action is 5 minutes, and the time specified by the completion of the standard switching operation is 30 minutes.
8. A substation personnel behavior detection system, comprising:
the system comprises an acquisition module, a control module and a control module, wherein the acquisition module is used for acquiring real-time behavior data of a worker for performing one-time switching operation, the one-time switching operation is determined from the detection of the worker on an operation point position by monitoring equipment to the detection of the worker not on the operation point position by the monitoring equipment, and the switching operation comprises an initial action, one or more intermediate actions and an ending action;
the input module is used for inputting the real-time behavior data into a personnel behavior analysis function to obtain an initial action score corresponding to the initial action, one or more intermediate action scores corresponding to the one or more intermediate actions and an ending action score corresponding to the ending action;
the processing module is used for judging whether the initial action score is among preset standard initial action scores, whether the intermediate action score is among preset standard intermediate action scores and whether the ending action score is among preset standard ending action scores;
the output module is used for sending information that the operation of the staff meets the specification to the monitoring terminal if the initial operation is divided among the preset standard initial operation partitions, the intermediate operation is divided among the preset standard intermediate operation partitions and the ending operation is divided among the preset standard ending operation partitions; and if one or more of the initial action score is not in the preset standard initial action score, the intermediate action score is not in the preset standard intermediate action score and the ending action score is not in the preset standard ending action score are met, sending information that the operation of the staff is not in accordance with the specification, actions not in accordance with the specification and action scores corresponding to the actions not in accordance with the specification to a monitoring terminal, wherein the actions not in accordance with the specification are the initial actions not in accordance with the preset standard initial action score, the intermediate actions not in accordance with the preset standard intermediate action score and the ending actions not in accordance with the preset standard ending action score.
9. An electronic device, comprising: one or more processors and memory;
the memory is coupled with the one or more processors, the memory for storing computer program code comprising computer instructions that the one or more processors invoke to cause the electronic device to perform the method of any of claims 1-7.
10. A computer readable storage medium comprising instructions which, when run on an electronic device, cause the electronic device to perform the method of any of claims 1-7.
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