WO2023221343A1 - Safety hazard information code generation method based on violation portraits and safety portraits of electric power members - Google Patents

Abstract

The present application provides a safety hazard information code generation method based on violation portraits and safety portraits of electric power members. An acquisition terminal performs calculation according to the number of violation events of all electric power members in a team and a violation operation attribute to obtain violation portraits, performs calculation according to the number of safety events of all the electric power members in the team and a safety hazard attribute to obtain safety portraits, and generates, according to the violation portraits and the safety portraits, a fused safety hazard information code corresponding to the team; a server determines, according to the fused safety hazard information code, the number of training nodes in an initial training path and a training duration of each training node, so as to generate an actual training path; and the server divides training nodes in the actual training path according to the training duration of each training node to obtain a violation training sub-path and a safety training sub-path. According to the present application, corresponding training paths can be determined according to different electric power members in a team, so that a training process is targeted.

Description

Method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members Technical field

The invention relates to the field of data processing technology, and in particular to a method for generating safety hazard information codes based on illegal portraits and safety portraits of electric power members.

Background technique

The team is the most basic team representative in enterprise management. The production and various tasks of the enterprise are completed by countless teams. The management of the team is particularly important. In power enterprises, team management activities also affect the comprehensive management of the enterprise. level.

Different teams will have different power members, and there will be certain differences in the skill and quality levels of different power members. Therefore, different training paths need to be adopted for the different power members of different teams. Before determining the training path, it is necessary to select the training path based on the different portraits of different teams. In the current technical solution, it is impossible to determine the corresponding training path according to the different power members in the team, making the training process not targeted. sex.

Contents of the invention

Embodiments of the present invention provide a method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members, which can determine corresponding training paths according to different electric power members in the team, making the training process targeted.

In order to solve the above problems, the present invention provides the following technical solutions:

The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members provided by embodiments of the present invention includes:

The collection terminal obtains the illegal operation information and safety hazard information of all electric power members in the team, extracts the number of violation events and illegal operation attributes of each electric power member in the illegal operation information, and the number of safety events and safety hazard information in the safety hazard information. Hidden hazard attributes;

The collection terminal calculates a violation portrait based on the number of violation incidents and illegal operation attributes of all electric power members in the team, and calculates a safety portrait based on the number of safety incidents and safety hazard attributes of all electric power members in the team. Based on the violation portraits and safety portraits Generate a fusion safety hazard information code corresponding to the team;

The server generates a corresponding initial training path based on the work schedule of the team within the preset time period, and determines the number of training nodes in the initial training path and the training duration of each training node based on the fusion safety hazard information code to generate actual training. Path, generate the corresponding total training time based on the training node and training time;

The server divides the total training time according to the violation portrait and safety portrait to obtain the violation course duration and safety course duration, and divides the training nodes in the actual training path according to the training time of each training node to obtain the violation training sub-path and safety training sub-path, add corresponding violation type courses and safety type courses to the violation training sub-path and safety training sub-path respectively.

Further, the violation portrait is calculated based on the number of violation incidents and violation operation attributes of all electric power members in the team. The safety portrait is calculated based on the number of safety incidents and safety hazard attributes of all electric power members in the team. According to the violation portrait . Generating a safety hazard information code corresponding to the team and group specifically includes: obtaining the number of electric power members in the team and the personnel attributes of different electric power members in each team. The personnel attributes include academic information and rank information. , perform quantitative processing on the academic qualification information and rank information to obtain the academic qualification quantified value and the rank quantified value;

Comprehensive calculation is performed based on the number of electric power members, the quantitative value of academic qualifications and the quantitative value of each electric power member's rank to obtain member sub-portraits;

The illegal operation attributes and safety hazard attributes are quantified according to the event level to obtain the quantified value of the violation event and the quantified value of the safety event;

Calculate the violation sub-portrait based on the number of violation events and the quantified value of the violation event, and calculate the safety sub-portrait based on the number of safety events and the quantified value of the safety event;

Obtain violation portraits based on the member sub-portraits and violation sub-portraits, obtain safety portraits based on the member sub-portraits and safety sub-portraits, and generate corresponding fused safety hazard information codes based on the violation portraits and safety portraits.

Further, a violation portrait is obtained based on the member sub-portraits and violation sub-portraits, a safety portrait is obtained based on the member sub-portraits and safety sub-portraits, and a corresponding fused safety hazard information code is generated based on the violation portrait and safety portrait. Specifically include:

Calculate the violation portrait and safety portrait through the following formula,

Among them, z ₁ is the violation portrait, k ₁ is the member weight value, x _i is the quantified value of the academic qualifications of i electric power members, y _i is the quantified rank value of i electric power members, n is the upper limit value of electric power members, and N is The number of power members, f is the first constant value, a is the second constant value, k ₂ is the first violation weight value, s ₁ is the number of violation events, k ₃ is the second violation weight value, l _p is the pth The quantitative violation value of each violation event, m is the upper limit of violation events, z ₂ is the safety profile, e is the third constant value, k ₄ is the weight value of the first safety chapter, s ₂ is the number of safety events, k ₅ is The second security weight value, d _c is the security quantified value of the c-th security event, and c is the upper limit of the security event;

The fusion and calculation of the violation portrait and the safety portrait are performed to obtain the fused safety hazard information. The fused safety hazard information is calculated by the following formula:

r ₁ =α ₁ ·z ₁ +α ₂ ·z ₂

Among them, r is the fusion of safety hazard information, α ₁ is the first fusion weight, and α ₂ is the second fusion weight;

The fused safety hazard information is encoded to generate a corresponding fused safety hazard information code.

Further, the server generates a corresponding initial training path based on the work schedule of the team within the preset time period, and determines the number of training nodes in the initial training path and the number of each training node based on the fused safety hazard information code. The training duration generates the actual training path, and the corresponding total training duration generated based on the training node and training duration specifically includes:

Decompose the work schedule of the team within the preset time period based on unit time to obtain multiple nodes, and connect multiple nodes that meet the preset time requirements to generate the corresponding initial training path;

Extract the fused safety hazard information in the fused safety hazard information code, and compare the fused safety hazard information with the preset safety hazard information to obtain the fusion offset value;

Perform offset processing on the preset number and preset duration respectively based on the fusion offset value, and determine the number of training nodes in the initial training path and the training duration of each training node;

Use the following formula to calculate the number of training nodes, the training time of the training nodes and the total training time,

Among them, u ₁ is the number of training nodes, u ₂ is the preset number, r ₂ is the preset safety hazard information, t ₁ is the training time of the training node, t ₂ is the preset time, and T ₁ is the total training time.

Further, the server divides the total training time according to the violation portrait and safety portrait to obtain the violation course duration and safety course duration, and conducts training on the training nodes in the actual training path according to the training duration of each training node. Divide and obtain the violation training sub-path and safety training sub-path, which include:

The violation proportion information and safety proportion information are obtained by comparing the violation portraits and safety portraits with the fused safety hazard information respectively. The violation proportion information and safety proportion information are multiplied by the total training time to obtain the violation course duration and safety course duration. ;

Select the longer of the violation course duration and the safety course duration as the calculation duration, divide the calculation duration by the training duration of each training node to get the number of training nodes corresponding to the calculation duration, and calculate the number of training nodes corresponding to the calculation duration. After rounding, all training nodes are classified into violation course nodes and safety course nodes;

Connect the violation course nodes to get the violation training sub-path, connect the safety course nodes to get the safety training sub-path; Calculate the violation course duration, safety course duration and the number of training nodes corresponding to the calculation duration through the following formula,

Among them, T ₂ is the duration of the violation course, T ₃ is the duration of the safety course, and o is the number of training nodes corresponding to the calculation duration.

Furthermore, it also includes:

Obtain course videos in the violation type course and safety type course, decompose the video frames of the course video and classify them into multiple sub-type courses;

Determine the video frames of the sub-type courses corresponding to the illegal operation attributes and/or safety hazard attributes, and use the determined video frames as the video frames to be inserted;

Select at least one question frame corresponding to the illegal operation attribute and/or safety hazard attribute, and insert the question frame into the video frame to be inserted according to a preset frame interval to obtain an updated course video.

Further, at least one question frame corresponding to the illegal operation attribute and/or safety hazard attribute is selected, and the question frame is inserted into the video frame to be inserted according to a preset frame interval to obtain the updated course video. Specifically, it includes: obtaining the corresponding illegal operation attributes and/or safety hazard attributes of all electric power members in the team, dividing all electric power members according to the types of illegal operation attributes and/or safety hazard attributes to obtain multiple electric member sets, and classifying each electric power member set. The power members within the power member set are randomly ordered;

Determine the corresponding question frame storage unit according to the type of illegal operation attributes and/or safety hazard attributes corresponding to the power member set, traverse and select the question frames in the question frame storage unit, and insert them into the video frames to be inserted of the corresponding power member in turn; Compare the inserted question frames in each video frame to be inserted, and if it is determined that the same question frame exists, perform a first transformation process on the questions in the question frame to obtain a transformed question frame;

After judging that the inserted question frames of all the video frames to be inserted are not exactly the same, the updated course video is obtained.

Further, the question frames inserted in each video frame to be inserted are compared. If it is determined that the same question frame exists, the questions and/or answers in the question frames are subjected to a first transformation process to obtain the transformed question frame. Specifically include:

If the same question frame is a multiple-choice question, then the positions of the first option and the second option of the answer in the multiple-choice question are transformed to obtain a transformed question frame;

If the same question frame is a judgment question, perform reverse logical processing on the questions in the judgment question to obtain a transformed question frame.

Further, at least one question frame corresponding to the illegal operation attribute and/or safety hazard attribute is selected, and the question frame is inserted into the video frame to be inserted according to a preset frame interval to obtain the updated course video. Specifically, it includes: setting a retrieval instruction at the question frame, the retrieval instruction being triggered when the question frame is displayed at the end of the question, and the preset first plug-in controls the opening of the pickup at the end of the question based on the retrieval instruction. ;

Based on the audio information of the power member at the question end collected by the pickup, the audio information is processed to obtain text information; if the text information corresponds to the text of the question and/or answer in the question frame, then in The first reminder message is output at the end of the question;

If the text information obtained again corresponds to the text of the question and/or answer in the question frame after the reminder preset time of outputting the first reminder information, then the question frame is first marked and sent to the server. .

Further, if the text information corresponds to the text of the question and/or answer in the question frame, then outputting the first reminder information specifically includes:

Perform word segmentation processing on the text information to obtain multiple keywords;

Get the text of the question and/or answer;

If the number of words that are the same as the keyword and the question and/or answer is greater than the preset number of words, the first reminder message is output.

The invention has the following beneficial effects:

1. This program synthesizes the illegal operation information and safety hazard information of the power members in the team to obtain the violation portrait and safety portrait of the team, and then fuses it to obtain the integrated safety hazard information code to obtain the corresponding accurate data of the team; In addition, this program The server of the solution will determine the number of training nodes in the initial training path and the training time of each training node based on the integrated safety hazard information code to generate the actual training path, and determine the corresponding training path according to the different power members in the team, making the training process targeted;

2. When determining the violation portrait and safety portrait, this program will combine the personnel attributes to obtain the member sub-portrait, then combine the violation sub-portrait to obtain the violation portrait, and combine the safety sub-portrait to obtain the safety portrait, which can make the violation portrait and safety portrait more consistent. team, so that the training process can be more targeted; in addition, in order to obtain the corresponding training path, this program will combine the work schedule to obtain the training nodes and training duration, and when determining the number of training nodes, it is designed to The training node rounding scheme can make the obtained training nodes meet the requirements;

3. In order to conduct targeted training for electric power members, this plan will divide electric power members according to types, and obtain multiple electric power member collections for targeted training. In addition, this plan sets up topic frames to supervise the training content of members. ; In addition, in order to prevent members from cheating when answering questions, this plan has set up methods such as question changes and first plug-in detection for supervision.

Description of the drawings

In order to explain the embodiments of the present invention or the technical solutions in the prior art more clearly, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings in the following description are only These are some embodiments of the present invention. For those of ordinary skill in the art, other drawings can be obtained based on these drawings without exerting creative efforts.

Figure 1 is a schematic diagram of a scenario provided by an embodiment of the present invention;

Figure 2 is a schematic flowchart of a method for generating safety hazard information codes for power member violation portraits and safety portraits provided by an embodiment of the present invention.

Detailed ways

In order to make the purpose, technical solutions and advantages of the embodiments of the present invention more clear, the embodiments of the present invention will be further described in detail below with reference to the embodiments and drawings. Here, the illustrative embodiments of the present invention and their descriptions are used to explain the present invention, but are not used to limit the present invention.

First, let’s explain the scenario of this plan:

Referring to Figure 1, this solution is equipped with a collection terminal, a server, a question writing terminal and a first plug-in. An interactive scene is built between multiple terminals, in which the collection terminal is used to collect information, and the server is used to process the collected data. The question end supplies power to members to perform answer operations during training. The first plug-in is connected to the question end and is used to perform actions according to corresponding instructions.

Figure 2 is a schematic flow chart of a method for generating safety hazard information codes for power member violation portraits and safety portraits provided by an embodiment of the present invention. The execution subject of the method shown in Figure 2 can be software and/or hardware devices. This embodiment is There is no restriction on this. The method includes steps S1 to S4, specifically as follows:

S1, the collection terminal obtains the illegal operation information and safety hazard information of all electric power members in the team, extracts the number of violation events and violation operation attributes of each electric power member in the illegal operation information, and the number of safety events in the safety hazard information. , safety hazard attributes.

This solution is equipped with a collection terminal that can receive the illegal operation information and safety hazard information of the power members in the team. Afterwards, the number of violation events and violation operation attributes in the violation operation information can be extracted, as well as the number of safety events and safety hazard information in the safety hazard information. Attributes.

Among them, the illegal operation information may be the non-compliant operations performed by the electric power member when operating the electric equipment (such as maintenance, inspection, and replacement of parts). For example, the illegal operation information may be that the electric power member did not wear insulating gloves during maintenance. , Failure to perform repairs according to the maintenance path; safety hazard information can be that after electric power members operate the electric equipment (such as maintenance, inspection, replacement of parts), there are safety hazards in the electric power equipment, for example, it can be that the wires are not wrapped with insulating tape, and the replacement There are safety hazards such as incorrect part models.

The number of violation events can be the number of violations by electric power members within a period of time, and the violation operation attribute can be the severity of the corresponding violation operation information; similarly, the number of safety events can be the number of safety hazards caused by electric power members within a period of time, and the safety hazards The attribute can be the severity corresponding to the security risk information.

S2, the collection terminal calculates a violation portrait based on the number of violation events and violation operation attributes of all power members in the team, and calculates a safety portrait based on the number of safety events and safety hazard attributes of all power members in the team. Based on the violation portrait, The safety portrait generates a fused safety hazard information code corresponding to the team.

After obtaining the number of violation events and violation operation attributes, this program will calculate the corresponding violation portrait based on the number of violation events and violation operation attributes. Similarly, after obtaining the number of safety events and safety hazard attributes, this program will calculate the corresponding violation portrait based on the number of safety events and safety hazard attributes. The number of times and safety hazard attributes are calculated to obtain the corresponding safety portrait; finally, the violation portrait and safety portrait are used to generate the integrated safety hazard information code corresponding to the team.

It can be understood that the integrated safety hazard information code can be a barcode or a QR code. There is no private information of the team on the integrated safety hazard information code, which can ensure the privacy of the team data; in addition, the integrated safety hazard information code can be read by the server After parsing the fused security risk information code, the server can obtain the violation portrait and safety portrait.

This solution uses data from two dimensions, namely violation portraits and safety portraits, to more accurately judge the potential safety hazards of the team.

In some embodiments, step S2 (described in step S2) calculates a violation profile based on the number of violation events and illegal operation attributes of all power members in the team, and calculates a safety profile based on the number of safety events and safety hazard attributes of all power members in the team. , generating a fused safety hazard information code corresponding to the team based on the violation portrait and safety portrait) including steps S21 to step S25, specifically as follows:

S21. Obtain the number of electric power members in the team and the personnel attributes of different electric power members in each team. The personnel attributes include academic information and rank information. The academic information and rank information are quantified to obtain the quantified academic value and Quantitative value of rank.

Since the information of each power member within the team is different, in order to accurately judge the team, this solution considers the multi-dimensional data in the team.

S22: Comprehensive calculation is performed based on the number of electric power members, the quantitative value of academic qualifications and the quantitative value of each electric power member's rank to obtain member sub-portraits.

This solution will obtain the number of electric power members in the team, as well as the academic information and rank information of different electric power members in each team, and conduct comprehensive processing to obtain sub-portraits of members related to the team.

It should be noted that in order to process academic information and rank information, the academic information and rank information need to be quantified to obtain the corresponding academic quantified value and rank quantified value. It is understandable that the higher the academic information in this solution, the higher the corresponding quantitative value of academic qualifications; similarly, the higher the level information, the higher the corresponding quantitative value of the level.

S23: The illegal operation attributes and safety hazard attributes are quantified according to the event level to obtain a quantified value of the violation event and a quantified value of the safety event.

In the same way as step S22, in order to process the illegal operation attributes and safety hazard attributes, this solution needs to first quantify the illegal operation attributes and safety hazard attributes to obtain the quantified value of the violation event and the quantified value of the safety event; it can be understood that this method The higher the illegal operation attribute in the scheme is, the more serious the violation is, and the corresponding illegal operation attribute can be higher. Similarly, the higher the safety hazard attribute is, the more serious the safety hazard is, and the corresponding quantified safety incident value can also be The higher.

S24: Calculate the violation sub-portrait based on the number of violation events and the quantified value of the violation event, and calculate the safety sub-portrait based on the number of safety events and the quantified value of the safety event.

After obtaining the number of violation events and the quantified value of violation events, this program will calculate the number of violation events and the quantified value of violation events to obtain a violation sub-portrait; similarly, after obtaining the number of safety events and the quantified value of safety events, this program will calculate The number of security events and the quantified value of security events are calculated to obtain the security sub-portrait.

S25: Obtain violation portraits based on the member sub-portraits and violation sub-portraits, obtain safety portraits based on the member sub-portraits and safety sub-portraits, and generate corresponding fused safety hazard information codes based on the violation portraits and safety portraits.

Finally, this solution will combine member sub-portraits and violation sub-portraits to obtain a violation portrait. In the same way, it will combine member sub-portraits and safety sub-portraits to obtain a safety portrait.

This program will combine the two dimensions of violation and safety hazards, combined with the team situation (member sub-portraits), to more accurately calculate a portrait that fits the actual situation of the team.

In some embodiments, step S25 (obtain a violation portrait based on the member sub-portraits and violation sub-portraits, obtain a safety portrait based on the member sub-portraits and safety sub-portraits, and generate a corresponding fusion based on the violation portrait and safety portrait) Safety hazard information code) are as follows:

Calculate the violation portrait and safety portrait through the following formula,

Among them, z ₁ is the violation portrait, k ₁ is the member weight value, x _i is the quantified value of the academic qualifications of the i-th power member, y _i is the quantified rank value of the i-th power member, n is the upper limit of the power member, N is the number of power members, f is the first constant value, a is the second constant value, k ₂ is the first violation weight value, s ₁ is the number of violation events, k ₃ is the second violation weight value, l _p is The quantified violation value of the p-th violation event, m is the upper limit of the violation event, z ₂ is the safety profile, e is the third constant value, k ₄ is the weight value of the first safety chapter, s ₂ is the number of safety events, k ₅ is the second security weight value, d _c is the security quantified value of the c-th security event, and c is the upper limit of the security event;

The fusion and calculation of the violation portrait and the safety portrait are performed to obtain the fused safety hazard information. The fused safety hazard information is calculated by the following formula:

r ₁ =α ₁ ·z ₁ +α ₂ ·z ₂

Among them, r is the fusion of safety hazard information, α ₁ is the first fusion weight, and α ₂ is the second fusion weight;

The fused safety hazard information is encoded to generate a corresponding fused safety hazard information code.

The basic idea of the above calculation formula is:

This solution will first calculate the member sub-portraits using the quantitative value x _i of the academic qualifications of the i-th power member and the quantitative value y _i of the rank of the i-th power member.

Then the member weight value k ₁ is used to adjust the member sub-portraits, and the member weight value k ₁ can be set artificially.

After obtaining the member sub-portraits, this program will calculate the violation impact coefficient using the number of violation events s ₁ and the violation quantified value l _p of the p-th violation event, and then combine the member sub-portraits obtained above

Obtain the corresponding violation portrait z ₁ ; similarly, this solution will use the sum of the number of safety events s ₂ and the safety quantified value d _c of the c-th safety event to calculate the safety impact coefficient, and then combine the member sub-portraits obtained above

The corresponding safety portrait z ₂ is obtained; in addition, this scheme also sets the first violation weight value k ₂ and the second violation weight value k ₃ . The first violation weight value k ₂ and the second violation weight value k ₃ can be set manually. is used to adjust the corresponding data to make the final result more accurate.

This plan also takes into account that the number value N of electric members will also have an impact on the member sub-portraits. The meaning of f ^-N is that the larger the number value N of electric members, the more uncertain factors will be, which will affect the obtained violation portrait z ₁ and security portrait z ₂ make minor adjustments.

It should be noted that the larger the violation profile z ₁ in this plan, the higher the comprehensive score of the violation dimension of the team will be. Similarly, the larger the safety profile z ₂ is, the higher the comprehensive score of the team's safety dimension will be. high.

It can be understood that after obtaining the violation portrait z ₁ and the safety portrait z ₂ , this scheme will fuse the violation portrait z ₁ and the safety portrait z ₂ , that is, (α ₁ · z ₁ + α ₂ · z ₂ ), and finally Obtain the fused safety hazard information r; wherein, the first fusion weight α ₁ and the second fusion weight α ₂ may be artificially set.

S3, the server generates a corresponding initial training path based on the work schedule of the team within the preset time period, and determines the number of training nodes in the initial training path and the training duration of each training node based on the integrated safety hazard information code. The actual training path generates the corresponding total training time based on the training nodes and training time.

In some embodiments, step S3 (the server generates a corresponding initial training path based on the work schedule of the team within a preset time period, and determines the number of training nodes in the initial training path based on the fused safety hazard information code And the training duration of each training node generates the actual training path, and generates the corresponding total training duration according to the training node and the training duration) including steps S31 to step S33, specifically as follows:

S31: Decompose the work schedule of the team within the preset time period based on unit time to obtain multiple nodes, and connect multiple nodes that meet the preset time requirements to generate a corresponding initial training path.

In order to obtain the training path and conduct corresponding training for the members of the team, this program will first use the work schedule within the preset time period to generate the corresponding initial training path.

It is understandable that the work schedule can be the work arrangement time of the team. For example, on Monday, team A needs to go for maintenance at 8-9 o'clock in the morning, and team B needs to go for maintenance between 1-2 o'clock in the afternoon. This plan Work schedules can be pre-filled and entered into the server.

The unit time can be, for example, a preset duration, for example, 2 hours, and then the unit time is used to decompose the work schedule of the team within the preset time period to obtain multiple nodes.

For example, the work schedule indicates: On Monday, team A needs to go to maintenance in the morning and take a break in the afternoon. Then the free time of team A is 4 hours on Monday afternoon; on Tuesday, team A needs to work between 11 and 12 am. Rest and work the rest of the time, then the idle time of team A is 1 hour on Monday morning; at this time, the idle time can be decomposed using unit time (for example, 2 hours) to obtain multiple nodes.

As a specific example, you can use a unit time of 2 hours to decompose Monday, and you can get 2 training nodes. Similarly, you can use a unit time of 2 hours to decompose Tuesday, and you can get 0.5 training nodes. Then multiple nodes that meet the preset time requirements can be connected to generate a corresponding initial training path, that is, two training nodes on Monday can be connected to generate an initial training path.

It is understandable that this solution first uses the unit time to filter out the training nodes in the work schedule that meet the training requirements, and the unit time can be set slightly higher. In practical applications, the unit time can be set to 2 hours. If the unit time is too short, the training effect will not be very good. Setting it to 2 hours can make the training effect better.

S32: Extract the fused safety hazard information in the fused safety hazard information code, and compare the fused safety hazard information with the preset safety hazard information to obtain a fusion offset value.

S33: Perform offset processing on the preset number and preset duration respectively based on the fusion offset value, and determine the number of training nodes in the initial training path and the training duration of each training node.

After obtaining the initial path, this solution needs to determine the number of training nodes and the training time of each training node from the initial training path.

First, when determining the number of training nodes and the training time of each training node, the fusion offset value is obtained by comparing the fused safety hazard information and the preset safety hazard information, and the fusion offset value is used to compare the preset number and The preset duration is offset.

Among them, the preset number can be the preset number of trainings, and the preset duration can be the preset training duration. This solution uses the fusion offset value to offset the preset number and the preset duration, which can be more suitable. Team training data.

Use the following formula to calculate the number of training nodes, the training time of the training nodes and the total training time,

Among them, u ₁ is the number of training nodes, u ₂ is the preset number, r ₂ is the preset safety hazard information, t ₁ is the training time of the training node, t ₂ is the preset time, and T ₁ is the total training time.

The basic idea of the above calculation formula is:

First, the fusion offset value is calculated using the preset safety hazard information r ₂ and the fused safety hazard information r ₁

To offset the preset number u ₂ to obtain the number of training nodes u ₁ ; similarly, use the fusion offset value

To offset the preset duration t ₂ to obtain the training duration t ₁ of the training node, and finally use the number of training nodes u ₁ and the training duration t ₁ to calculate the total training duration T ₁ .

The training duration t ₁ and the number of training nodes u ₁ calculated by this solution are offset with reference to the team data, so that the training data of the team can be obtained more closely.

S4, the server divides the total training time according to the violation portrait and safety portrait to obtain the violation course duration and safety course duration, and divides the training nodes in the actual training path according to the training duration of each training node, obtaining Violation training sub-path and safety training sub-path, add corresponding violation type courses and safety type courses to the violation training sub-path and safety training sub-path respectively.

This plan is based on violation portraits and safety portraits to divide the total training time and obtain the corresponding violation course length and the corresponding safety course length.

It is understandable that if the violation portrait is smaller, it means the score of the violation dimension is lower. At this time, the corresponding violation course duration can be set to be relatively longer; similarly, if the safety portrait is smaller, it means the safety dimension is lower. The lower the score, the corresponding safety course duration can be set to be relatively longer.

This solution will also divide the training nodes in the actual training path according to the training duration of each training node to obtain the illegal training sub-path and the safety training sub-path. For details, see steps S42 and S43.

After obtaining the violation training sub-path and safety training sub-path, this program will also add corresponding violation type courses and safety type courses to the violation training sub-path and safety training sub-path respectively to conduct corresponding training for the team.

In some embodiments, step S4 (the server divides the total training time according to the violation portrait and safety portrait to obtain the violation course duration and safety course duration, and calculates the actual training time according to the training duration of each training node The training nodes in the path are divided to obtain violation training sub-paths and safety training sub-paths) including steps S41 to step S43, specifically as follows:

S41. Compare the violation portrait and the safety portrait with the fused safety hazard information to obtain the violation proportion information and safety proportion information. Multiply the violation proportion information and safety proportion information with the total training time to obtain the violation course duration and safety Course duration.

This program will calculate the violation ratio information

and safety ratio information

Use the proportion information to decompose the total training time T ₁ to obtain the corresponding violation course length and safety course length.

S42, select the longer of the violation course duration and the safety course duration as the calculation duration, divide the calculation duration by the training duration of each training node to obtain the number of training nodes corresponding to the calculation duration, and calculate the training nodes corresponding to the calculation duration. After the number is rounded, all training nodes are classified into violation course nodes and safety course nodes.

S43, connect the violation course nodes to obtain the violation training sub-path, and connect the safety course nodes to obtain the safety training sub-path;

Use the following formula to calculate the duration of the violation course, the length of the safety course and the number of training nodes corresponding to the calculated duration.

Among them, T ₂ is the duration of the violation course, T ₃ is the duration of the safety course, and o is the number of training nodes corresponding to the calculation duration.

The basic idea of the above calculation formula is:

This solution takes into account that when calculating the number of training nodes corresponding to the duration, it may not be an integer. Therefore, this solution will select the longer of the violation course duration and the safety course duration as the calculation duration, for example, the violation course duration If the duration of the safety course is longer than the duration of the illegal course, then the calculated duration will be the duration of the illegal course; if the duration of the safety course is longer than the duration of the illegal course, then the calculated duration will be the length of the safety course.

Then, this solution will first calculate the calculation time and the training time t ₁ of the training node to obtain the corresponding number of training nodes o, and then allocate the remaining number of training nodes to another course.

After the training path is formulated in the above embodiment, it needs to be matched with corresponding course data. Therefore, based on the above embodiment, this solution also includes steps a1 to a3, specifically as follows:

a1, obtain the course videos in the violation type course and the safety type course, decompose the video frames of the course video and classify them into multiple sub-type courses.

In order to conduct targeted training for the electric power members of the team, this program needs to first obtain the course videos from the violation type courses and safety type courses, and use the course videos to train the electric power members of the team.

It is understandable that there will be multiple sub-type videos for different violation types in the violation type course, for example, it can be a sub-type video for wearing insulating gloves, a sub-type video for maintenance paths; similarly, there are also sub-type videos in the safety type course. There will be multiple sub-type videos for different types of safety hazards. For example, it can be a sub-type video for wires not wrapped with insulating tape, or a sub-type video for replaced parts with the wrong model. This solution will decompose and classify the video frames of the course video according to the content.

a2. Determine the video frame of the sub-type course corresponding to the illegal operation attribute and/or the safety hazard attribute, and use the determined video frame as the video frame to be inserted.

After obtaining the sub-type courses, this solution can determine the sub-type courses corresponding to the illegal operation attributes and/or safety hazard attributes, and then use them as video frames to be inserted.

a3. Select at least one question frame corresponding to the illegal operation attribute and/or safety hazard attribute, and insert the question frame into the video frame to be inserted according to a preset frame interval to obtain an updated course video.

This solution also considers that in order to check the training status of team members, this solution will set up question frames. The question frames can be videos of some training-related questions, and then the corresponding question frames will be inserted into the videos to be inserted according to the preset frame intervals. Get the updated course video within the frame.

It is understandable that this solution can insert questions into the corresponding course videos through the above method, allowing users to directly test the training effect during training.

In order to insert the question frame into the video frame to be inserted, in some embodiments, step a3 (select at least one question frame corresponding to the illegal operation attribute and/or safety hazard attribute, and insert the question frame according to the preset Inserting the frame interval into the video frame to be inserted to obtain the updated course video) includes steps a31 to a34:

a31, obtain the corresponding illegal operation attributes and/or safety hazard attributes of all electric power members in the team, divide all electric power members according to the types of illegal operation attributes and/or safety hazard attributes, and obtain multiple electric power member sets. Power members within a member set are randomly ordered.

Among them, the types of illegal operation attributes and/or safety hazard attributes in each power member set are the same. For example, the types of illegal operation attributes in one power member set can be all without wearing insulating gloves, and the types of illegal operation attributes in another power member set can be The types of illegal operation attributes may be repairs that are not carried out according to the preset maintenance path, and then the power members in each power member set are randomly sorted.

a32, determine the corresponding question frame storage unit according to the type of illegal operation attributes and/or safety hazard attributes corresponding to the power member set, traverse and select the question frames in the question frame storage unit, and insert them into the to-be-inserted video frames of the corresponding power member in turn Inside.

This solution is provided with multiple question frame storage units. The question frames stored in each question frame storage unit can be different. Subsequently, the types of illegal operation attributes and/or safety hazard attributes corresponding to the power member set can be used as the basis. , the question frames in the selected question frame storage unit will be traversed and inserted into the video frames to be inserted of the corresponding power members in sequence.

a33. Compare the inserted question frames in each video frame to be inserted. If it is determined that the same question frame exists, perform a first transformation process on the questions in the question frame to obtain a transformed question frame.

This solution takes into account the possibility of plagiarism among members when answering questions. In order to overcome this flaw, this solution will compare the question frames inserted in each video frame to be inserted. If there are the same For questions, this solution will transform the questions in the question frame to obtain the transformed question frame, which will change the questions and prevent plagiarism between members, thus improving the training effect.

In some embodiments, the question frames inserted in each video frame to be inserted are compared. If it is determined that the same question frame exists, the questions and/or answers in the question frames are subjected to a first transformation process to obtain Transforming question frames specifically includes: if the same question frame is a multiple-choice question, then position-transforming the first option and the second option of the answer in the multiple-choice question to obtain the transformed question frame; if the same question frame is a judgment question, then changing the judgment The questions in the question are processed by reverse logic to obtain the transformed question frame.

It can be understood that this solution generates a corresponding question frame transformation solution according to the type of the question frame.

For multiple-choice questions, this plan will change the position of the first option and the second option of the answer in the multiple-choice question. If there is plagiarism among members, one of the members will definitely have wrong answers. For example, you can change the answer of option A to the answer of option B, and change the answer of option B to the answer of option A, which can effectively prevent plagiarism between members.

For true and false questions, this solution will perform reverse logical processing on the questions in the true and false questions to obtain transformed question frames. For example, the question in the initial title can be "Is the following content correct?" and the question after reverse logic processing can be "Is the following content wrong?" This can effectively prevent plagiarism between users.

a34, after judging that the inserted question frames of all the video frames to be inserted are not exactly the same, the updated course video is obtained.

Based on the above embodiment, step a3 (select at least one question frame corresponding to the illegal operation attribute and/or safety hazard attribute, and insert the question frame into the video frame to be inserted according to the preset frame interval to obtain The specific implementation method of the updated course video) can be:

The selection of at least one question frame corresponding to the illegal operation attribute and/or the safety hazard attribute, inserting the question frame into the video frame to be inserted according to the preset frame interval to obtain the updated course video specifically includes:

A retrieval instruction is set at the question frame. The retrieval instruction is triggered when the question frame is displayed at the end of the question. The preset first plug-in controls the opening of the pickup at the end of the question based on the retrieval instruction.

Based on the pickup, the audio information of the electric member at the end of the head is collected, and the audio information is processed to obtain text information.

If the text information corresponds to the text of the question and/or answer in the question frame, the first reminder information is output at the question-taking end.

In this solution, after determining that the inserted question frames of the video frames to be inserted are not exactly the same, the updated course video will be obtained.

In addition, this solution will set a call instruction at the question frame to further prevent plagiarism between members.

This solution is equipped with a first plug-in at the question end. The first plug-in can control the opening of the pickup at the question end in response to the first calling command, and collect the audio information around the question end; the server will process the audio information to obtain text information, and then Analyze the text information to see if the text information corresponds to the text of the question and/or answer in the question frame. If it corresponds, the first reminder message will be output at the end of the question to remind members not to cheat. This solution can be combined with the change of the question frame in the previous embodiment to effectively prevent members from cheating.

In some embodiments, if the text information corresponds to the text of the question and/or answer in the question frame, then outputting the first reminder information specifically includes:

Perform word segmentation processing on the text information to obtain multiple keywords; obtain the text of the question and/or answer; if the keyword and the same text in the question and/or answer are greater than the preset number of words, output First reminder message.

After obtaining the text information, this program will segment the text information to obtain multiple keywords, then extract the text of the question and/or answer, and compare the keywords between the two with the question and/or answer. If the same text is greater than the preset number of texts, the first reminder message will be output.

It is understandable that if the same number of words is greater than the preset number of words, it can indicate the possibility of cheating among members. This solution uses the same number of words to obtain the comparison results, and can quickly and accurately obtain the comparison results.

If the text information obtained again corresponds to the text of the question and/or answer in the question frame after the reminder preset time of outputting the first reminder information, then the question frame is first marked and sent to the server. .

It is understandable that after this solution reminds members, if the member triggers the reminder message again, the question frame will be marked and sent to the server for storage. Subsequent managers can punish the responding members.

Through the above description of the embodiments, those skilled in the art can clearly understand that the present invention can be implemented by software plus necessary general hardware. Of course, it can also be implemented by hardware, but in many cases the former is a better implementation. . Based on this understanding, the technical solution of the present invention can be embodied in the form of a software product in essence or that contributes to the existing technology. The computer software product is stored in a readable storage medium, such as a computer floppy disk. , a hard disk or an optical disk, etc., including a number of instructions to cause a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in various embodiments of the present invention.

The above are only specific embodiments of the present invention, but the protection scope of the present invention is not limited thereto. Any person familiar with the technical field can easily think of changes or substitutions within the technical scope disclosed by the present invention. should be covered by the protection scope of the present invention. Therefore, the protection scope of the present invention should be subject to the protection scope of the claims.

Claims (10)

1. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members is characterized by:

   The collection terminal obtains the illegal operation information and safety hazard information of all electric power members in the team, extracts the number of violation events and illegal operation attributes of each electric power member in the illegal operation information, and the number of safety events and safety hazard information in the safety hazard information. Hidden hazard attributes;

   The collection terminal calculates a violation portrait based on the number of violation incidents and illegal operation attributes of all electric power members in the team, and calculates a safety portrait based on the number of safety incidents and safety hazard attributes of all electric power members in the team. Based on the violation portraits and safety portraits Generate a fusion safety hazard information code corresponding to the team;

   The server generates a corresponding initial training path based on the work schedule of the team within the preset time period, and determines the number of training nodes in the initial training path and the training duration of each training node based on the fusion safety hazard information code to generate actual training. Path, generate the corresponding total training time based on the training node and training time;

   The server divides the total training time according to the violation portrait and safety portrait to obtain the violation course duration and safety course duration, and divides the training nodes in the actual training path according to the training time of each training node to obtain the violation training Sub-path and safety training sub-path, add corresponding violation type courses and safety type courses to the violation training sub-path and safety training sub-path respectively.
2. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members according to claim 1, characterized in that:

   The violation portrait is calculated based on the number of violation incidents and illegal operation attributes of all electric power members in the team. The safety portrait is calculated based on the number of safety incidents and safety hazard attributes of all electric power members in the team. According to the violation portrait and safety portrait Generating the integrated safety hazard information code corresponding to the team specifically includes:

   Obtain the number of electric power members in the team and the personnel attributes of different electric power members in each team. The personnel attributes include academic information and rank information. The academic information and rank information are quantified to obtain the quantified academic value and the quantified rank. value;

   Comprehensive calculation is performed based on the number of electric power members, the quantitative value of academic qualifications and the quantitative value of each electric power member's rank to obtain member sub-portraits;

   The illegal operation attributes and safety hazard attributes are quantified according to the event level to obtain the quantified value of the violation event and the quantified value of the safety event;

   Calculate the violation sub-portrait based on the number of violation events and the quantified value of the violation event, and calculate the safety sub-portrait based on the number of safety events and the quantified value of the safety event;

   Obtain violation portraits based on the member sub-portraits and violation sub-portraits, obtain safety portraits based on the member sub-portraits and safety sub-portraits, and generate corresponding fused safety hazard information codes based on the violation portraits and safety portraits.
3. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members according to claim 2, characterized in that:

   Obtaining violation portraits based on the member sub-portraits and violation sub-portraits, obtaining safety portraits based on the member sub-portraits and safety sub-portraits, and generating corresponding fused safety hazard information codes based on the violation portraits and safety portraits specifically includes:

   Calculate the violation portrait and safety portrait through the following formula,

   

   Among them, z ₁ is the violation portrait, k ₁ is the member weight value, x _i is the quantified value of the academic qualifications of i electric power members, y _i is the quantified rank value of i electric power members, n is the upper limit value of electric power members, and N is The number of power members, f is the first constant value, a is the second constant value, k ₂ is the first violation weight value, s ₁ is the number of violation events, k ₃ is the second violation weight value, l _p is the pth The quantitative violation value of each violation event, m is the upper limit of violation events, z ₂ is the safety profile, e is the third constant value, k ₄ is the weight value of the first safety chapter, s ₂ is the number of safety events, k ₅ is The second security weight value, d _c is the security quantified value of the c-th security event, and c is the upper limit of the security event;

   The fusion and calculation of the violation portrait and the safety portrait are performed to obtain the fused safety hazard information. The fused safety hazard information is calculated by the following formula:

   r ₁ =α ₁ ·z ₁ +α ₂ ·z ₂

   Among them, r is the fusion of safety hazard information, α ₁ is the first fusion weight, and α ₂ is the second fusion weight;

   The fused safety hazard information is encoded to generate a corresponding fused safety hazard information code.
4. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members according to claim 3, characterized in that:

   The server generates a corresponding initial training path based on the work schedule of the team within the preset time period, and determines the number of training nodes in the initial training path and the training duration of each training node based on the integrated safety hazard information code. The actual training path, which generates the corresponding total training time based on the training nodes and training time, specifically includes:

   Decompose the work schedule of the team within the preset time period based on unit time to obtain multiple nodes, and connect multiple nodes that meet the preset time requirements to generate the corresponding initial training path;

   Extract the fused safety hazard information in the fused safety hazard information code, and compare the fused safety hazard information with the preset safety hazard information to obtain the fusion offset value;

   Perform offset processing on the preset number and preset duration respectively based on the fusion offset value, and determine the number of training nodes in the initial training path and the training duration of each training node;

   Use the following formula to calculate the number of training nodes, the training time of the training nodes and the total training time,

   

   Among them, u ₁ is the number of training nodes, u ₂ is the preset number, r ₂ is the preset safety hazard information, t ₁ is the training time of the training node, t ₂ is the preset time, and T ₁ is the total training time.
5. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members according to claim 4, characterized in that:

   The server divides the total training time according to the violation portrait and safety portrait to obtain the violation course duration and safety course duration, and divides the training nodes in the actual training path according to the training duration of each training node to obtain The violation training sub-path and safety training sub-path specifically include:

   The violation proportion information and safety proportion information are obtained by comparing the violation portraits and safety portraits with the fused safety hazard information respectively. The violation proportion information and safety proportion information are multiplied by the total training time to obtain the violation course duration and safety course duration. ;

   Select the longer of the violation course duration and the safety course duration as the calculation duration, divide the calculation duration by the training duration of each training node to get the number of training nodes corresponding to the calculation duration, and calculate the number of training nodes corresponding to the calculation duration. After rounding, all training nodes are classified into violation course nodes and safety course nodes;

   Connect the violation course nodes to get the violation training sub-path, connect the safety course nodes to get the safety training sub-path; calculate the violation course duration, safety course duration and the number of training nodes corresponding to the calculated duration through the following formula,

   

   Among them, T ₂ is the duration of the violation course, T ₃ is the duration of the safety course, and o is the number of training nodes corresponding to the calculation duration.
6. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members according to claim 1, characterized in that it also includes:

   Obtain course videos in the violation type course and safety type course, decompose the video frames of the course video and classify them into multiple sub-type courses;

   Determine the video frames of the sub-type courses corresponding to the illegal operation attributes and/or safety hazard attributes, and use the determined video frames as the video frames to be inserted;

   Select at least one question frame corresponding to the illegal operation attribute and/or safety hazard attribute, and insert the question frame into the video frame to be inserted according to a preset frame interval to obtain an updated course video.
7. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members according to claim 6, characterized in that:

   The selection of at least one question frame corresponding to the illegal operation attribute and/or the safety hazard attribute, inserting the question frame into the video frame to be inserted according to the preset frame interval to obtain the updated course video specifically includes:

   Obtain the corresponding illegal operation attributes and/or safety hazard attributes of all electric power members in the team, divide all electric power members according to the types of illegal operation attributes and/or safety hazard attributes to obtain multiple electric member sets, and classify each electric member set The power members within are randomly ordered;

   Determine the corresponding question frame storage unit according to the type of illegal operation attributes and/or safety hazard attributes corresponding to the power member set, traverse and select the question frames in the question frame storage unit, and insert them into the video frames to be inserted of the corresponding power member in turn; Compare the inserted question frames in each video frame to be inserted, and if it is determined that the same question frame exists, perform a first transformation process on the questions in the question frame to obtain a transformed question frame;

   After judging that the inserted question frames of all the video frames to be inserted are not exactly the same, the updated course video is obtained.
8. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members according to claim 7, characterized in that:

   Comparing the inserted question frames in each video frame to be inserted, and if it is determined that the same question frame exists, performing a first transformation process on the questions and/or answers in the question frames to obtain the transformed question frame specifically includes:

   If the same question frame is a multiple-choice question, then the positions of the first option and the second option of the answer in the multiple-choice question are transformed to obtain a transformed question frame;

   If the same question frame is a judgment question, perform reverse logical processing on the questions in the judgment question to obtain a transformed question frame.
9. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members according to claim 6, characterized in that:

   The selection of at least one question frame corresponding to the illegal operation attribute and/or the safety hazard attribute, inserting the question frame into the video frame to be inserted according to the preset frame interval to obtain the updated course video specifically includes:

   A retrieval instruction is set at the question frame, and the retrieval instruction is triggered when the question frame is displayed at the end of the question, and the preset first plug-in controls the opening of the pickup at the end of the question based on the retrieval instruction;

   Based on the audio information of the power member at the question end collected by the pickup, the audio information is processed to obtain text information; if the text information corresponds to the text of the question and/or answer in the question frame, then in The first reminder message is output at the end of the question;

   If the text information obtained again corresponds to the text of the question and/or answer in the question frame after the reminder preset time of outputting the first reminder information, then the question frame is first marked and sent to the server. .
10. The method for generating safety hazard information codes for illegal portraits and safety portraits of electric power members according to claim 9, characterized in that:

    If the text information corresponds to the text of the question and/or answer in the question frame, outputting the first reminder information specifically includes:

    Perform word segmentation processing on the text information to obtain multiple keywords;

    Get the text of the question and/or answer;

    If the number of words that are the same as the keyword and the question and/or answer is greater than the preset number of words, the first reminder message is output.

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