CN113128866B

CN113128866B - Safety production management method and system for mine enterprises

Info

Publication number: CN113128866B
Application number: CN202110417026.6A
Authority: CN
Inventors: 胡乾威; 练长春; 赵杰; 钟林; 李雄启
Original assignee: Shenzhen Essex Technology Co ltd
Current assignee: Shenzhen Essex Technology Co ltd
Priority date: 2021-04-16
Filing date: 2021-04-16
Publication date: 2024-04-26
Anticipated expiration: 2041-04-16
Also published as: CN113128866A

Abstract

The invention discloses a safety production management method and system for mine enterprises, which are characterized in that a production mine of a mine enterprise to be managed is traversed to serve as a production mine to be monitored, geographical position information of the production mine to be monitored is acquired, geological structure information of the production mine to be monitored is determined based on the geographical position information, site safety scores of the production mine to be monitored are generated according to received geological monitoring information and geological monitoring information uploaded by the production mine to be monitored, production safety scores of the production mine to be monitored are determined through a preset safety production model according to current production information of the production mine to be monitored, mine safety levels of the production mine to be monitored are determined according to the site safety scores and the production safety scores, and after the production mine is traversed, enterprise safety levels of the mine enterprise to be managed are determined according to the mine safety levels, so that enterprise safety levels of the mine enterprise can be automatically generated from multiple dimensions, and further production safety of the mine enterprise can be improved.

Description

Safety production management method and system for mine enterprises

Technical Field

The invention relates to the field of safety production, in particular to a safety production management method and system for mine enterprises.

Background

At present, a safety management mode of a mine enterprise is to manually count working states of all working staff and working equipment and perform safety management on the mine enterprise based on the working states.

However, the above-mentioned method is time-consuming and labor-consuming due to the manual operation, so that the condition of negligence in management is easy to occur, and the condition of neglecting other safety risks is easy to occur due to less basis of safety management, so that serious safety accidents occur for mine enterprises.

The foregoing is provided merely for the purpose of facilitating understanding of the technical solutions of the present invention and is not intended to represent an admission that the foregoing is prior art.

Disclosure of Invention

The invention mainly aims to provide a safety production management method and system for mine enterprises, and aims to solve the technical problems that in the prior art, safety management is manually carried out on the mine enterprises, management negligence is easy to occur, and safety risks are ignored.

In order to achieve the above object, the present invention provides a method for managing the safe production of a mine enterprise, comprising the steps of:

searching a plurality of production mines corresponding to mine enterprises to be managed, traversing the production mines, and taking the traversed production mines as production mines to be monitored;

obtaining geographical position information of the production mine to be monitored, and determining geological structure information of the production mine to be monitored based on the geographical position information;

Receiving geological monitoring information uploaded by the production mine to be monitored, and generating a site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information;

acquiring current production information of the production mine to be monitored, and determining a production safety score of the production mine to be monitored through a preset safety production model according to the current production information;

determining the mine safety grade of the production mine to be monitored according to the site safety score and the production safety score;

And after the production mine is traversed, determining the enterprise security level of the mine enterprise to be managed according to the mine security level.

Optionally, the step of obtaining the current production information of the production mine to be monitored and determining the production safety score of the production mine to be monitored through a preset safety production model according to the current production information specifically includes:

Acquiring current production information of the production mine to be monitored, and determining current working equipment and current working staff according to the current production information;

Basic attribute information and equipment operation information of current working equipment are obtained, and equipment security scores are determined through a preset security production model according to the basic attribute information and the equipment operation information;

Acquiring personal information and working information of a current staff, and determining staff security scores through a preset security production model according to the personal information and the working information;

and determining the production safety score of the production mine to be monitored according to the equipment safety score and the employee safety score.

Optionally, before the step of obtaining the current production information of the production mine to be monitored and determining the current working equipment and the current working staff according to the current production information, the safe production management method of the mine enterprise further includes:

Acquiring equipment historical work information and employee historical work information of the production mine to be monitored;

training an initial safe production model according to the equipment historical work information and the employee historical work information to obtain a training result;

and carrying out parameter adjustment on the initial safe production model according to the training result to obtain a preset safe production model.

Optionally, before the step of receiving the geological monitoring information uploaded by the production mine to be monitored and generating the site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information, the safety production management method of the mine enterprise further includes:

Acquiring weather information and geological activity information of the position of the production mine to be monitored according to the geographical position information;

taking the weather information and the geological activity information as reference information, and searching a detection time period corresponding to the reference information in a preset mapping relation table, wherein the preset mapping relation table comprises a corresponding relation between the reference information and the detection time period;

Correspondingly, the step of receiving the geological monitoring information uploaded by the production mine to be monitored and generating the site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information specifically comprises the following steps:

and receiving geological monitoring information uploaded by the production mine to be monitored at intervals of the detection time period, and generating site safety scores of the production mine to be monitored according to the geological structure information and the geological monitoring information.

Optionally, the step of receiving the geological monitoring information uploaded by the production mine to be monitored and generating the site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information specifically includes:

receiving geological monitoring information uploaded by the production mine to be monitored, and generating geological structure change information of the production mine to be monitored according to the geological structure information and the geological monitoring information;

and searching mining mineral information corresponding to the production mine to be monitored, and generating a site safety score of the production mine to be monitored according to the mining mineral information and the geological structure change information.

Further, to achieve the above object, the present invention also provides a safety production management system for a mine enterprise, the safety production management system for a mine enterprise comprising: the system comprises a mining field searching module, an information acquiring module, a score generating module and a grade determining module;

the mine field searching module is used for searching a plurality of production mine fields corresponding to mine enterprises to be managed, traversing the production mine fields, and taking the traversed production mine fields as the production mine fields to be monitored;

The information acquisition module is used for acquiring the geographical position information of the production mine to be monitored and determining the geological structure information of the production mine to be monitored based on the geographical position information;

The score generating module is used for receiving geological monitoring information uploaded by the production mine to be monitored and generating a site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information;

the score generating module is further used for acquiring current production information of the production mine to be monitored and determining a production safety score of the production mine to be monitored through a preset safety production model according to the current production information;

the grade determining module is used for determining the mine safety grade of the production mine to be monitored according to the site safety score and the production safety score;

And the grade determining module is further used for determining the enterprise safety grade of the mine enterprise to be managed according to the mine safety grade after the production mine is traversed.

Optionally, the score generating module is further configured to obtain current production information of the production mine to be monitored, and determine current working equipment and current working staff according to the current production information;

the score generating module is also used for acquiring basic attribute information and equipment operation information of the current working equipment and determining equipment security scores through a preset security production model according to the basic attribute information and the equipment operation information;

The score generating module is also used for acquiring personal information and working information of the current staff and determining staff safety scores through a preset safety production model according to the personal information and the working information;

And the score generating module is also used for determining the production safety score of the production mine to be monitored according to the equipment safety score and the employee safety score.

Optionally, the safety production management system of the mine enterprise further comprises: a model training module;

the model training module is used for acquiring the equipment historical work information and the employee historical work information of the production mine to be monitored;

the model training module is also used for training an initial safe production model according to the equipment historical work information and the employee historical work information to obtain a training result;

And the model training module is also used for carrying out parameter adjustment on the initial safe production model according to the training result to obtain a preset safe production model.

Optionally, the safety production management system of the mine enterprise further comprises: a time setting module;

The time setting module is used for acquiring weather information and geological activity information of the position of the production mine to be monitored according to the geographical position information;

the time setting module is further configured to use the weather information and the geological activity information as reference information, and search a detection time period corresponding to the reference information in a preset mapping relation table, where the preset mapping relation table includes a corresponding relation between the reference information and the detection time period;

Correspondingly, the score generating module is further configured to receive geological monitoring information uploaded by the production mine to be monitored at intervals of the detection time period, and generate a site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information.

Optionally, the score generating module is further configured to receive geological monitoring information uploaded by the production mine to be monitored, and generate geological structure change information of the production mine to be monitored according to the geological structure information and the geological monitoring information;

The score generating module is further used for searching mining mineral information corresponding to the production mine to be monitored, and generating a site safety score of the production mine to be monitored according to the mining mineral information and the geological structure change information.

The invention discloses a method for searching a plurality of production mines corresponding to a mine enterprise to be managed, traversing the production mines, taking the traversed production mines as production mines to be monitored, acquiring geographic position information of the production mines to be monitored, determining geological structure information of the production mines to be monitored based on the geographic position information, receiving geological monitoring information uploaded by the production mines to be monitored, generating site safety scores of the production mines to be monitored according to the geological structure information and the geological monitoring information, acquiring current production information of the production mines to be monitored, determining production safety scores of the production mines to be monitored according to the current production information through a preset safety production model, determining the security grades of the production mines to be monitored according to the site safety scores and the production safety scores, and determining enterprise safety grades of the mine enterprise to be managed according to the security grades of the mine after traversing the production mines; compared with the existing mode of manually counting the working states of all working staff and working equipment and carrying out safety management on mine enterprises based on the working states, the method and the device have the advantages that site safety scores of production sites to be monitored are generated according to geological structure information and geological monitoring information, production safety scores of the production sites to be monitored are determined according to current production information through a preset safety production model, and mine site safety grades of the production sites to be monitored are determined according to the site safety scores and the production safety scores, so that the enterprise safety grades of the mine enterprises to be managed are obtained, the enterprise safety grades of the mine enterprises can be automatically generated from multiple dimensions, and the production safety of the mine enterprises can be improved.

Drawings

FIG. 1 is a schematic flow chart of a first embodiment of a method for managing the safe production of a mine enterprise according to the present invention;

FIG. 2 is a flow chart of a second embodiment of a method for managing safety production of a mine enterprise according to the present invention;

FIG. 3 is a schematic flow chart of a third embodiment of a method for managing safety production of a mine enterprise according to the present invention;

FIG. 4 is a flowchart of a fourth embodiment of a method for managing safety production of a mining enterprise according to the present invention

FIG. 5 is a block diagram of a first embodiment of a safety production management system for a mine enterprise according to the present invention;

FIG. 6 is a block diagram of a third embodiment of a safety production management system for a mine enterprise according to the present invention;

fig. 7 is a block diagram of a fourth embodiment of a safety production management system for a mine enterprise according to the present invention.

The achievement of the objects, functional features and advantages of the present invention will be further described with reference to the accompanying drawings, in conjunction with the embodiments.

Detailed Description

It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.

Referring to fig. 1, fig. 1 is a schematic flow chart of a first embodiment of a method for managing safety production of a mine enterprise according to the present invention, and the first embodiment of the method for managing safety production of a mine enterprise according to the present invention is provided.

Step S10: searching a plurality of production mines corresponding to mine enterprises to be managed, traversing the production mines, and taking the traversed production mines as the production mines to be monitored.

The execution subject of the embodiment is a safety production management device of a mine enterprise, where the safety production management device may be an electronic device such as a computer or a server, or may be other devices capable of implementing the same or similar functions, and the embodiment is not limited thereto.

The mine enterprise to be managed may be a mine enterprise which needs to be subjected to safety production management and is input through a user interactive interface of the safety production management device, or may be a mine enterprise which is bound by a user in advance, which is not limited in this embodiment.

It will be appreciated that mine enterprises typically operate a plurality of sites, some of which are abandoned, some of which are in production, in this example referred to as production sites.

It is understood that searching for the plurality of production sites corresponding to the mine enterprises to be managed may be searching for the plurality of production sites corresponding to the mine enterprises to be managed in a preset enterprise site table. The preset enterprise mine site table includes a correspondence between a mine enterprise and a production mine site, and the correspondence between the mine enterprise and the production mine site can be entered in advance by a manager of the safety production management device, which is not limited in this embodiment.

It should be appreciated that traversing the production mine may be a random traversal of the production mine; the production mine may also be traversed in a predetermined sequence. Wherein the preset sequence may be preset by a manager of the safety production management apparatus according to the importance level of the production mine, which is not limited in this embodiment.

Step S20: and acquiring the geographical position information of the production mine to be monitored, and determining the geological structure information of the production mine to be monitored based on the geographical position information.

The geographical location information may be latitude and longitude information, which is not limited in this embodiment.

It should be appreciated that each geographical region has a unique geological structure, and that different geological structures have different effects on the production of the mine. Therefore, it is necessary to acquire geographical position information of the production mine to be monitored first, and then determine geological structure information of the production mine to be monitored based on the geographical position information.

Step S30: and receiving the geological monitoring information uploaded by the production mine to be monitored, and generating a site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information.

The geological monitoring information may be geological structure monitoring information, geological activity monitoring information, or the like, which is not limited in this embodiment.

It should be appreciated that receiving the geological monitoring information uploaded by the production mine to be monitored may be receiving geological monitoring information uploaded by each of the predetermined sensors in the production mine to be monitored. Wherein the preset sensor may be pre-installed at the production mine to be monitored by a manager of the safety production management device, which is not limited in this embodiment.

It is understood that the site safety score of the production mine to be monitored is generated according to the geological structure information and the geological monitoring information, the geological structure change information of the production mine to be monitored is determined according to the geological structure information and the geological monitoring information, the possibility of occurrence of geological disasters of the production mine to be monitored is determined according to the geological structure change information, and the site safety score of the production mine to be monitored is generated according to the possibility.

Further, it is contemplated that in practical applications, mining activities at the production mine may also result in certain geologic structural changes. In order to avoid that mining activities affect accuracy of site safety scores, the receiving geological monitoring information uploaded by the production mine to be monitored, and generating site safety scores of the production mine to be monitored according to the geological structure information and the geological monitoring information, includes:

Receiving geological monitoring information uploaded by the production mine to be monitored, generating geological structure change information of the production mine to be monitored according to the geological structure information and the geological monitoring information, searching mining mineral information corresponding to the production mine to be monitored, and generating site safety scores of the production mine to be monitored according to the mining mineral information and the geological structure change information.

Step S40: and acquiring current production information of the production mine to be monitored, and determining the production safety score of the production mine to be monitored through a preset safety production model according to the current production information.

It should be noted that, the current production information may be mining work information in the production mine, where the mining work information may be uploaded in advance by a manager of the safety production management device, which is not limited in this embodiment.

It is understood that determining the production safety score of the production mine to be monitored through the preset safety production model according to the current production information may be to input the current production information into the preset safety production model to obtain the production safety score of the production mine to be monitored. The preset safe production model may be a pre-trained neural network model, which is not limited in this embodiment.

Further, to generate production safety scores of the production mine to be monitored from multiple dimensions, the obtaining current production information of the production mine to be monitored, and determining the production safety scores of the production mine to be monitored through a preset safety production model according to the current production information, includes:

Acquiring current production information of the production mine to be monitored, determining current working equipment and current staff according to the current production information, acquiring basic attribute information and equipment operation information of the current working equipment, determining equipment safety scores according to the basic attribute information and the equipment operation information through a preset safety production model, acquiring personal information and working information of the current staff, determining staff safety scores according to the personal information and the working information through the preset safety production model, and determining production safety scores of the production mine to be monitored according to the equipment safety scores and the staff safety scores.

Step S50: and determining the mine safety grade of the production mine to be monitored according to the site safety score and the production safety score.

It should be understood that determining the mine safety level of the production mine to be monitored according to the site safety score and the production safety score may be determining a total safety score according to the site safety score and the production safety score, and searching for the mine safety level corresponding to the total safety score.

In a specific implementation, for example, when the safety total score is 90 to 100, the corresponding mine safety level is "safe", when the safety total score is 80 to 90, the corresponding mine safety level is "hidden danger", and when the safety total score is 0 to 80, the corresponding mine safety level is "dangerous".

Step S60: and after the production mine is traversed, determining the enterprise security level of the mine enterprise to be managed according to the mine security level.

It is understood that determining the enterprise security level of the mine enterprise to be managed according to the mine security level may be determining that the enterprise security level of the mine enterprise to be managed is "dangerous" when the mine security level is "dangerous".

In the embodiment, a plurality of production mines corresponding to mine enterprises to be managed are searched, the production mines are traversed, the traversed production mines are used as production mines to be monitored, geographic position information of the production mines to be monitored is obtained, geological structure information of the production mines to be monitored is determined based on the geographic position information, geological monitoring information uploaded by the production mines to be monitored is received, site safety scores of the production mines to be monitored are generated according to the geological structure information and the geological monitoring information, current production information of the production mines to be monitored is obtained, production safety scores of the production mines to be monitored are determined according to the current production information through a preset safety production model, mine safety levels of the production mines to be monitored are determined according to the site safety scores and the production safety scores, and enterprise safety levels of the mine enterprises to be managed are determined according to the mine safety levels after the traversing of the production mines is finished; compared with the existing mode of manually counting the working states of each staff and working equipment and carrying out safety management on mine enterprises based on the working states, in the embodiment, the site safety score of the production mine to be monitored, which is generated according to geological structure information and geological monitoring information, and the production safety score of the production mine to be monitored, which is determined according to the current production information through a preset safety production model, are introduced, and the mine safety grade of the production mine to be monitored is determined according to the site safety score and the production safety score, so that the enterprise safety grade of the mine enterprise to be managed is obtained, and the enterprise safety grade of the mine enterprise can be automatically generated from multiple dimensions, so that the production safety of the mine enterprise can be improved.

Referring to fig. 2, fig. 2 is a schematic flow chart of a second embodiment of the method for managing safety production of a mine enterprise according to the present invention, and based on the first embodiment shown in fig. 1, the second embodiment of the method for managing safety production of a mine enterprise according to the present invention is proposed.

In a second embodiment, the step S30 includes:

step S301: and receiving the geological monitoring information uploaded by the production mine to be monitored, and generating geological structure change information of the production mine to be monitored according to the geological structure information and the geological monitoring information.

It may be understood that the generation of the geological structure change information of the production mine to be monitored according to the geological structure information and the geological monitoring information may be performed by comparing the geological structure information with the geological monitoring information to obtain a comparison result, and generating the geological structure change information of the production mine to be monitored according to the comparison result.

Step S302: and searching mining mineral information corresponding to the production mine to be monitored, and generating a site safety score of the production mine to be monitored according to the mining mineral information and the geological structure change information.

It should be appreciated that searching for mined mineral information corresponding to the production mine to be monitored may be searching for mined mineral information corresponding to the production mine to be monitored in a preset mined information table. The preset mining information table includes a correspondence between a production mine and mining mineral information, and the correspondence between the production mine and mining mineral information may be recorded in advance by a manager of the safety production management device, which is not limited in this embodiment.

It will be appreciated that different mined minerals may result in different geologic structural changes, indicating that a mine site may have a potential safety hazard when the geologic structural change information does not match that of a normal mined mineral.

It should be understood that the generating of the site safety score of the production site to be monitored according to the mined mineral information and the geological structure change information may be determining normal mined change information according to the mined mineral information, performing information matching on the normal mined change information and the geological structure change information to obtain an information matching degree, and generating the site safety score of the production site to be monitored according to the information matching degree. Wherein, the higher the information matching degree, the larger the site safety score.

In a second embodiment, receiving geological monitoring information uploaded by the production mine to be monitored, generating geological structure change information of the production mine to be monitored according to the geological structure information and the geological monitoring information, searching mining mineral information corresponding to the production mine to be monitored, and generating site safety scores of the production mine to be monitored according to the mining mineral information and the geological structure change information; compared with the method of directly generating the site safety score of the production mine to be monitored according to the geological structure change information, in the embodiment, the mining mineral information is introduced, and the site safety score of the production mine to be monitored is generated according to the mining mineral information and the geological structure change information, so that the accuracy of the site safety score can be prevented from being influenced by mining activities.

In a second embodiment, the step S40 includes:

step S401: and acquiring current production information of the production mine to be monitored, and determining current working equipment and current working staff according to the current production information.

It should be appreciated that determining the current working device and the current staff member based on the current production information may be performing information extraction on the current production information to obtain the current working device and the current staff member.

Step S402: basic attribute information and equipment operation information of the current working equipment are obtained, and equipment security scores are determined through a preset security production model according to the basic attribute information and the equipment operation information.

It should be noted that, the basic attribute information may include device model information, a cumulative operating duration of the device, and device maintenance information, which is not limited in this embodiment.

The device operation information may include a device operation efficiency, a current operation duration of the device, a device operation environment, and a risk coefficient of the device operation environment, which is not limited in this embodiment.

It may be appreciated that determining the device security score from the basic attribute information and the device operation information via the preset security production model may be to input the basic attribute information and the device operation information into the preset security production model to obtain the device security score. The preset safe production model may be a pre-trained neural network model, which is not limited in this embodiment.

Step S403: and acquiring personal information and working information of the current staff, and determining staff security scores through a preset security production model according to the personal information and the working information.

The personal information may be work risk coefficient information, accumulated working time, personal basic information, etc., wherein the personal basic information may be basic information such as age, height, etc., which is not limited in this embodiment.

The working information may be a current working efficiency, a current working time period, a current working environment, and a risk coefficient of the current working environment, which is not limited in this embodiment.

It should be appreciated that determining the employee safety score from the personal information and the work information via the preset safety production model may be inputting the personal information and the work information into the preset safety production model to obtain the employee safety score.

Step S404: and determining the production safety score of the production mine to be monitored according to the equipment safety score and the employee safety score.

It can be understood that determining the production safety score of the production mine to be monitored according to the equipment safety score and the employee safety score may be determining whether the equipment safety score is greater than a preset equipment safety threshold, obtaining an equipment score determination result, determining whether the employee safety score is greater than a preset employee safety threshold, obtaining a personnel score determination result, and determining the production safety score according to the equipment score determination result and the personnel score determination result. The preset equipment safety threshold and the preset employee safety threshold may be preset by an administrator of the safety production management equipment, which is not limited in this embodiment.

In a specific implementation, for example, when the equipment safety score is 95 points, the preset equipment safety threshold is 80 points, the employee safety score is 90, the preset employee safety threshold is 80 points, and the production safety score is determined to be 100 points; when the equipment safety score is 70 points, the preset equipment safety threshold is 80 points, the employee safety score is 90, the preset employee safety threshold is 80 points, and the production safety score is 0 points; when the equipment safety score is 90 points, the preset equipment safety threshold is 80 points, the employee safety score is 70, the preset employee safety threshold is 80 points, and the production safety score is 0 points.

It should be understood that determining the production safety score for the monitored production mine based on the equipment safety score and the employee safety score may also be adding the equipment safety score to the employee safety score to obtain the production safety score for the monitored production mine, which is not limited in this embodiment.

In a second embodiment, it is disclosed that current production information of the production mine to be monitored is obtained, current working equipment and current staff are determined according to the current production information, basic attribute information and equipment operation information of the current working equipment are obtained, equipment safety scores are determined according to the basic attribute information and the equipment operation information through a preset safety production model, personal information and working information of the current staff are obtained, staff safety scores are determined according to the personal information and the working information through the preset safety production model, and production safety scores of the production mine to be monitored are determined according to the equipment safety scores and the staff safety scores; compared with the method that the production safety score of the production mine to be monitored is determined directly according to the current production information through a preset safety production model, in the embodiment, the production safety score of the production mine to be monitored is determined from two aspects of the current working equipment and the current working staff, so that the production safety score of the production mine to be monitored can be generated from multiple dimensions, and the accuracy of the production safety score can be improved.

Referring to fig. 3, fig. 3 is a schematic flow chart of a third embodiment of the method for managing safety production of a mine enterprise according to the present invention, and based on the second embodiment shown in fig. 2, the third embodiment of the method for managing safety production of a mine enterprise according to the present invention is proposed.

In a third embodiment, before the step S30, the method further includes:

step S210: and acquiring weather information and geological activity information of the position of the production mine to be monitored according to the geographical position information.

The geological activity information may be geological activity frequency information, etc., and the present embodiment is not limited thereto.

It should be understood that the obtaining weather information and the geological activity information of the location of the production mine to be monitored according to the geographical location information may be sending the geographical location information to a preset server and receiving the weather information and the geological activity information fed back by the preset server according to the geographical location information, where the preset server may be a weather server preset by a manager of the safety production management device, and the embodiment is not limited thereto.

Step S220: and taking the weather information and the geological activity information as reference information, and searching a detection time period corresponding to the reference information in a preset mapping relation table, wherein the preset mapping relation table comprises the corresponding relation between the reference information and the detection time period.

It will be appreciated that if the area of the production site to be monitored is weather-intensive and the geological activity is frequent, geological disasters can easily occur. Therefore, the detection time period needs to be set short to avoid the occurrence of missed detection. Conversely, if the weather in the area of the production site to be monitored is good and the geological activity is infrequent, a shorter detection time period would result in a waste of resources, and therefore, a longer detection time period would be required.

It is understood that the correspondence between the reference information and the detection time period may be preset by a manager of the safety production management device according to actual requirements, which is not limited in this embodiment.

Accordingly, the step S30 includes:

Step S30': and receiving geological monitoring information uploaded by the production mine to be monitored at intervals of the detection time period, and generating site safety scores of the production mine to be monitored according to the geological structure information and the geological monitoring information.

In a third embodiment, it is disclosed that weather information and geological activity information of a position where the production mine to be monitored is located are obtained according to the geographical position information, the weather information and the geological activity information are used as reference information, a detection time period corresponding to the reference information is searched in a preset mapping relation table, the preset mapping relation table comprises a corresponding relation between the reference information and the detection time period, geological monitoring information uploaded by the production mine to be monitored is received every other detection time period, and site safety scores of the production mine to be monitored are generated according to the geological structure information and the geological monitoring information; compared with the situation that resource waste is caused by receiving the geological monitoring information uploaded by the production mine to be monitored in real time, in the embodiment, the detection time period is determined according to the weather information and the geological activity information of the position of the production mine to be monitored, and the geological monitoring information uploaded by the production mine to be monitored is received every other detection time period, so that the occurrence of missed detection can be avoided under the condition of avoiding resource waste.

Referring to fig. 4, fig. 4 is a flow chart of a fourth embodiment of the method for managing safety production of a mine enterprise according to the present invention, and the fourth embodiment of the method for managing safety production of a mine enterprise according to the present invention is proposed based on the second embodiment shown in fig. 2.

In a fourth embodiment, before the step S401, the method further includes:

Step S310: and acquiring the equipment historical work information and the staff historical work information of the production mine to be monitored.

It should be noted that the device history work information may be a device history work efficiency, a device history operation duration, and the like, which is not limited in this embodiment.

The employee history work information may be employee history work efficiency, employee history work time length, and the like, which is not limited in this embodiment.

It is understood that the obtaining of the equipment history work information and the employee history work information of the production mine to be monitored may be obtaining the equipment history work information and the employee history work information of the production mine to be monitored in a preset database. The preset database may be a storage space for storing mine data, which is not limited in this embodiment.

Step S320: and training the initial safe production model according to the equipment historical work information and the employee historical work information to obtain a training result.

The initial secure production model may be an initial neural network model uploaded in advance by a manager of the secure production management device, which is not limited in this embodiment.

Step S330: and carrying out parameter adjustment on the initial safe production model according to the training result to obtain a preset safe production model.

It should be understood that, the parameter adjustment is performed on the initial safe production model according to the training result, and the preset safe production model may be obtained by performing the parameter adjustment on the node of the initial safe production model according to the training result.

In a fourth embodiment, by acquiring the equipment historical work information and the employee historical work information of the production mine to be monitored, training an initial safe production model according to the equipment historical work information and the employee historical work information to obtain a training result, and performing parameter adjustment on the initial safe production model according to the training result to obtain a preset safe production model, the safe production model can be trained in advance, and reliability of the safe production model is improved.

Referring to fig. 5, fig. 5 is a block diagram illustrating a first embodiment of a safety production management system for a mine enterprise according to the present invention. The mine enterprise safety production management system comprises: a mine searching module 10, an information obtaining module 20, a score generating module 30 and a grade determining module 40.

The mine field searching module 10 is configured to search a plurality of production mine fields corresponding to mine enterprises to be managed, traverse the production mine fields, and use the traversed production mine fields as production mine fields to be monitored.

Note that, the mine enterprise to be managed may be a mine enterprise which needs to be subjected to safety production management and is input through a user interaction interface of the safety production management device, or may be a mine enterprise which is bound by a user in advance, which is not limited in this embodiment.

The information acquisition module 20 is configured to acquire geographical location information of the production mine to be monitored, and determine geological structure information of the production mine to be monitored based on the geographical location information.

The score generation module 30 is configured to receive geological monitoring information uploaded by the production mine to be monitored, and generate a site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information.

Further, it is contemplated that in practical applications, mining activities at the production mine may also result in certain geologic structural changes. In order to avoid that mining activities affect accuracy of site safety scores, the score generation module 30 is further configured to receive geological monitoring information uploaded by the production mine to be monitored, generate geological structure change information of the production mine to be monitored according to the geological structure information and the geological monitoring information, search mining mineral information corresponding to the production mine to be monitored, and generate site safety scores of the production mine to be monitored according to the mining mineral information and the geological structure change information.

The score generating module 30 is further configured to obtain current production information of the production mine to be monitored, and determine a production safety score of the production mine to be monitored according to the current production information through a preset safety production model.

Further, in order to generate production safety scores of the production mine to be monitored from multiple dimensions, the score generation module 30 is further configured to obtain current production information of the production mine to be monitored, determine current working equipment and current staff according to the current production information, obtain basic attribute information and equipment operation information of the current working equipment, determine equipment safety scores according to the basic attribute information and the equipment operation information through a preset safety production model, obtain personal information and working information of the current staff, determine staff safety scores according to the personal information and the working information through a preset safety production model, and determine production safety scores of the production mine to be monitored according to the equipment safety scores and the staff safety scores.

The grade determining module 40 is configured to determine a mine safety grade of the production mine to be monitored according to the site safety score and the production safety score.

The level determining module 40 is further configured to determine an enterprise security level of the mine enterprise to be managed according to the mine security level after the production mine is traversed.

Based on the embodiment shown in fig. 5 described above, a second embodiment of the safety production management system of the mine enterprise of the present invention is proposed.

In this embodiment, the score generating module 30 is further configured to receive geological monitoring information uploaded by the production mine to be monitored, and generate geological structure change information of the production mine to be monitored according to the geological structure information and the geological monitoring information.

The score generating module 30 is further configured to search for mined mineral information corresponding to the production mine to be monitored, and generate a site safety score of the production mine to be monitored according to the mined mineral information and the geological structure change information.

In this embodiment, it is disclosed that geological monitoring information uploaded by the production mine to be monitored is received, geological structure change information of the production mine to be monitored is generated according to the geological structure information and the geological monitoring information, mining mineral information corresponding to the production mine to be monitored is searched, and site safety scores of the production mine to be monitored are generated according to the mining mineral information and the geological structure change information; compared with the method of directly generating the site safety score of the production mine to be monitored according to the geological structure change information, in the embodiment, the mining mineral information is introduced, and the site safety score of the production mine to be monitored is generated according to the mining mineral information and the geological structure change information, so that the accuracy of the site safety score can be prevented from being influenced by mining activities.

In this embodiment, the score generating module 30 is further configured to obtain current production information of the production mine to be monitored, and determine a current working device and a current working staff according to the current production information.

The score generating module 30 is further configured to obtain basic attribute information and device operation information of the current working device, and determine a device security score according to the basic attribute information and the device operation information through a preset security production model.

The score generating module 30 is further configured to obtain personal information and work information of a current employee, and determine an employee security score according to the personal information and the work information through a preset security production model.

The score generation module 30 is further configured to determine a production safety score of the production mine to be monitored according to the equipment safety score and the employee safety score.

In this embodiment, it is disclosed that current production information of the production mine to be monitored is obtained, current working equipment and current staff are determined according to the current production information, basic attribute information and equipment operation information of the current working equipment are obtained, equipment safety scores are determined according to the basic attribute information and the equipment operation information through a preset safety production model, personal information and working information of the current staff are obtained, staff safety scores are determined according to the personal information and the working information through the preset safety production model, and production safety scores of the production mine to be monitored are determined according to the equipment safety scores and the staff safety scores; compared with the method that the production safety score of the production mine to be monitored is determined directly according to the current production information through a preset safety production model, in the embodiment, the production safety score of the production mine to be monitored is determined from two aspects of the current working equipment and the current working staff, so that the production safety score of the production mine to be monitored can be generated from multiple dimensions, and the accuracy of the production safety score can be improved.

Referring to fig. 6, fig. 6 is a block diagram illustrating a third embodiment of a safety production management system for a mine enterprise according to the present invention. The mine enterprise safety production management system further comprises: a time setting module 50.

In this embodiment, the time setting module 50 is configured to obtain weather information and geological activity information of the location where the production mine to be monitored is located according to the geographical location information.

The time setting module 50 is further configured to use the weather information and the geological activity information as reference information, and search a preset mapping relation table for a detection time period corresponding to the reference information, where the preset mapping relation table includes a corresponding relation between the reference information and the detection time period.

Correspondingly, the score generating module 30 is further configured to receive geological monitoring information uploaded by the production mine to be monitored at intervals of the detection time period, and generate a site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information.

In this embodiment, it is disclosed that weather information and geological activity information of a location where the production mine to be monitored is located are obtained according to the geographical location information, the weather information and the geological activity information are used as reference information, a detection time period corresponding to the reference information is searched in a preset mapping relation table, the preset mapping relation table contains a corresponding relation between the reference information and the detection time period, geological monitoring information uploaded by the production mine to be monitored is received every other detection time period, and site security scores of the production mine to be monitored are generated according to the geological structure information and the geological monitoring information; compared with the situation that resource waste is caused by receiving the geological monitoring information uploaded by the production mine to be monitored in real time, in the embodiment, the detection time period is determined according to the weather information and the geological activity information of the position of the production mine to be monitored, and the geological monitoring information uploaded by the production mine to be monitored is received every other detection time period, so that the occurrence of missed detection can be avoided under the condition of avoiding resource waste.

Referring to fig. 7, fig. 7 is a block diagram illustrating a fourth embodiment of a safety production management system for a mine enterprise according to the present invention. The mine enterprise safety production management system further comprises: model training module 60.

In this embodiment, the model training module 60 is configured to obtain the equipment historical work information and employee historical work information of the production mine to be monitored.

The model training module 60 is further configured to train an initial safe production model according to the equipment historical work information and the employee historical work information, so as to obtain a training result.

The model training module 60 is further configured to perform parameter adjustment on the initial safe production model according to the training result, so as to obtain a preset safe production model.

It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or system that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or system. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or system that comprises the element.

The foregoing embodiment numbers of the present invention are merely for the purpose of description, and do not represent the advantages or disadvantages of the embodiments.

In the unit claims enumerating several means, several of these means may be embodied by one and the same item of hardware. The use of the words first, second, third, etc. do not denote any order. These words may be interpreted as names.

From the above description of the embodiments, it will be clear to those skilled in the art that the above-described embodiment method may be implemented by means of software plus a necessary general hardware platform, but of course may also be implemented by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (e.g. ROM/RAM, magnetic disk, optical disk) as described above, comprising instructions for causing a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the method according to the embodiments of the present invention.

The foregoing description is only of the preferred embodiments of the present invention, and is not intended to limit the scope of the invention, but rather is intended to cover any equivalents of the structures or equivalent processes disclosed herein or in the alternative, which may be employed directly or indirectly in other related arts.

Claims

1. The safe production management method for the mine enterprises is characterized by comprising the following steps of:

After the production mine is traversed, determining the enterprise security level of the mine enterprise to be managed according to the mine security level;

Before the step of receiving the geological monitoring information uploaded by the production mine to be monitored and generating the site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information, the safety production management method of the mine enterprise further comprises the following steps:

2. The method for managing the safe production of the mine enterprise according to claim 1, wherein the step of obtaining the current production information of the production mine to be monitored and determining the production safe score of the production mine to be monitored according to the current production information through a preset safe production model specifically comprises the following steps:

3. The method for managing the safe production of a mine enterprise according to claim 2, wherein the step of acquiring the current production information of the production mine to be monitored and determining the current working equipment and the current working staff according to the current production information, the method for managing the safe production of the mine enterprise further comprises:

4. The method for managing the safe production of a mine enterprise according to claim 1, wherein the step of receiving the geological monitoring information uploaded by the production mine to be monitored and generating the site safe score of the production mine to be monitored according to the geological structure information and the geological monitoring information specifically comprises the following steps:

5. A safety production management system for a mine enterprise, the safety production management system for a mine enterprise comprising: the system comprises a mining field searching module, an information acquiring module, a score generating module and a grade determining module;

The grade determining module is further used for determining the enterprise safety grade of the mine enterprise to be managed according to the mine safety grade after the production mine is traversed;

wherein, the safe production management system of mine enterprise still includes: a time setting module;

6. The mine enterprise safety production management system of claim 5, wherein the score generation module is further configured to obtain current production information of the production mine to be monitored, and determine current working equipment and current staff according to the current production information;

7. The mine enterprise safety production management system of claim 6, further comprising: a model training module;

8. The mine enterprise safety production management system of claim 5, wherein the score generation module is further configured to receive geological monitoring information uploaded by the production mine to be monitored, and generate geological structure change information of the production mine to be monitored according to the geological structure information and the geological monitoring information;