CN113128866A

CN113128866A - Safe production management method and system for mine enterprises

Info

Publication number: CN113128866A
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: 2021-07-16
Anticipated expiration: 2041-04-16
Also published as: CN113128866B

Abstract

The invention discloses a safe production management method and a system of mine enterprises, which take a traversed production mine field of the mine enterprise to be managed as a production mine field to be monitored, acquire the geographical position information of the production mine field to be monitored, determine the geological structure information of the production mine field to be monitored based on the geographical position information, generate the site safety score of the production mine field to be monitored according to the received geological monitoring information and the geological monitoring information uploaded by the production mine field to be monitored, determine the production safety score of the production mine field to be monitored through a preset safe production model according to the current production information of the production mine field to be monitored, determine the mine field safety grade of the production mine field to be monitored according to the site safety score and the production safety score, determine the enterprise safety grade of the mine enterprise to be managed according to the mine field safety grade after traversing the production mine field, therefore, the enterprise safety level of the mine enterprise can be automatically generated from multiple dimensions, and the production safety of the mine enterprise can be further improved.

Description

Safe 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, the safety management mode of a mine enterprise is to manually count the working states of each worker and each working device and perform safety management on the mine enterprise based on the working states.

However, the above method requires manual operation, is time-consuming and labor-consuming, and therefore, is prone to cause negligence of management, and is also prone to cause neglect of other safety risks due to less basis of safety management, thereby causing major safety accidents in mine enterprises.

The above is only for the purpose of assisting understanding of the technical aspects of the present invention, and does not represent an admission that the above is prior art.

Disclosure of Invention

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

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

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

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;

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;

obtaining 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 site safety level of the production mine site to be monitored according to the site safety score and the production safety score;

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

Optionally, the step of obtaining 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 specifically includes:

obtaining 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;

acquiring basic attribute information and equipment operation information of current working equipment, and determining an equipment safety score through a preset safety production model according to the basic attribute information and the equipment operation information;

acquiring personal information and working information of current working staff, and determining staff safety scores through a preset safety 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 method for managing safe production of the mine enterprise further includes:

acquiring historical work information of equipment and historical work information of staff of the production mine to be monitored;

training an initial safety production model according to the historical work information of the equipment and the historical work information of the staff to obtain a training result;

and adjusting parameters of the initial safety production model according to the training result to obtain a preset safety production model.

Optionally, before the step of 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 safety production management method of the mine enterprise further includes:

acquiring weather information and geological activity information of the position of the production mine site 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 the 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 every other detection time period, and generating a site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information.

Optionally, the step of receiving geological monitoring information uploaded by the to-be-monitored production mine and generating a site safety score of the to-be-monitored production mine 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, in order to achieve the above object, the present invention also provides a safety production management system for a mine enterprise, including: the system comprises a mine field searching module, an information acquisition module, a score generation module and a grade determination module;

the mine site searching module is used for searching a plurality of production mine sites corresponding to the mine enterprises to be managed, traversing the production mine sites, and taking the traversed production mine sites as the production mine sites 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 generation module is used for receiving geological monitoring information uploaded by the to-be-monitored production mine and generating a site safety score of the to-be-monitored production mine according to the geological structure information and the geological monitoring information;

the score generation 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 field safety grade of the production mine field to be monitored according to the field safety score and the production safety score;

and the grade determining module is also used for determining the enterprise safety grade of the mine enterprise to be managed according to the mine field safety grade after the production mine field is traversed.

Optionally, 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 working staff according to the current production information;

the score generation module is further used for acquiring basic attribute information and equipment operation information of current working equipment and determining an equipment safety score through a preset safety production model according to the basic attribute information and the equipment operation information;

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

and the score generation 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 includes: a model training module;

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

the model training module is further used for training an initial safety production model according to the historical work information of the equipment and the historical work information of the staff to obtain a training result;

and the model training module is also used for adjusting parameters of the initial safety production model according to the training result to obtain a preset safety production model.

Optionally, the safety production management system of the mine enterprise further includes: 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 site 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 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 generation module is further configured to receive geological monitoring information uploaded by the production mine to be monitored every 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 generation module is further configured to receive geological monitoring information uploaded by the to-be-monitored production mine, and generate geological structure change information of the to-be-monitored production mine according to the geological structure information and the geological monitoring information;

the score generation module is further used for searching mining mineral information corresponding to the to-be-monitored production mine and generating a site safety score of the to-be-monitored production mine 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 mine enterprises to be managed, traversing the production mines, using the traversed production mines as the production mines to be monitored, acquiring the geographical position information of the production mines to be monitored, determining the 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 the current production information of the production mine to be monitored, and determines the 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 site safety level of the production mine site to be monitored according to the site safety score and the production safety score, after the production mine is traversed, determining the enterprise safety level of the mine enterprise to be managed according to the mine safety level; compared with the existing mode of manually counting the working states of working staff and working equipment and carrying out safety management on the mine enterprise based on the working states, the method and the system have the advantages 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 production safety score of the production mine to be monitored is determined through the preset safety production model according to the current production information, the mine site safety grade of the production mine to be monitored is determined according to the site safety score and the production safety score, the enterprise safety grade of the mine enterprise to be managed is obtained, the enterprise safety grade of the mine enterprise can be automatically generated from multiple dimensions, and the production safety of the mine enterprise can be improved.

Drawings

Fig. 1 is a schematic flow chart of a first embodiment of a safety production management method for a mine enterprise according to the present invention;

fig. 2 is a schematic flow chart of a second embodiment of the safety production management method for mine enterprises according to the present invention;

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

FIG. 4 is a schematic flow chart of a fourth embodiment of the safety production management method for mine enterprises in the invention

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

fig. 6 is a block diagram showing the structure of a third embodiment of the safety production management system for mine enterprises according to the present invention;

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

The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.

Detailed Description

It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.

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

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

It should be noted that, the execution subject of the embodiment is the safety production management device of the mine enterprise, where the safety production management device may be an electronic device such as a computer and a server, or may also be another device that can achieve the same or similar functions.

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

It will be appreciated that a mining enterprise will typically operate a plurality of mines, some of which are abandoned mines and some of which are producing, in this embodiment the producing mines are referred to as producing mines.

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

It should be understood that traversing the production mine may be a random traversal of the production mine; or traversing the production mine according to a preset sequence. The preset sequence may be preset by a manager of the safety production management device according to the importance 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.

It should be noted that the geographic location information may be latitude and longitude information, which is not limited in this embodiment.

It should be understood that each geographic 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 first obtain the geographical location information of the production mine to be monitored, and then determine the geological structure information of the production mine to be monitored based on the geographical location information.

Step S30: and 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.

It should be noted that the geological monitoring information may be geological structure monitoring information, geological activity monitoring information, and the like, which is not limited in this embodiment.

It should be understood that the receiving of the geological monitoring information uploaded by the production mine to be monitored may be receiving geological monitoring information uploaded by each preset sensor in the production mine to be monitored. The preset sensor may be installed in the production mine to be monitored in advance by a manager of the safety production management device, which is not limited in this embodiment.

It can be understood that the site safety score of the production mine to be monitored generated according to the geological structure information and the geological monitoring information may be that 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 geological disaster occurring in 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 considered that in practical applications, mining activities at a production site may also result in certain geological structural changes. In order to avoid mining activities affecting the accuracy of site safety scores, the receiving geological monitoring information uploaded by the production mine to be monitored, and generating the 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 mined 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 mined mineral information and the geological structure change information.

Step S40: and acquiring 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.

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

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

Further, in order to generate a production safety score of a 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 score of the production mine to be monitored through a preset safety production model according to the current production information includes:

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

Step S50: and determining the mine site safety level of the production mine site 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 the mine safety level corresponding to the total safety score.

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

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

It can be understood that the enterprise security level of the mine enterprise to be managed according to the mine security level may be that when the mine security level is "dangerous", the enterprise security level of the mine enterprise to be managed is also determined to be "dangerous".

In the embodiment, the method comprises the steps of searching a plurality of production mines corresponding to the mine enterprises to be managed, traversing the production mines, using the traversed production mines as the production mines to be monitored, acquiring the geographic position information of the production mines to be monitored, determining the 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 the current production information of the production mine to be monitored, and determines the 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 site safety level of the production mine site to be monitored according to the site safety score and the production safety score, after the production mine is traversed, determining the enterprise safety level of the mine enterprise to be managed according to the mine safety level; compared with the existing mode of manually counting the working states of the working staff and the working equipment and carrying out safety management on the mine enterprises based on the working states, in the embodiment, site safety scores of the to-be-monitored production fields generated according to geological structure information and geological monitoring information and production safety scores of the to-be-monitored production fields determined through preset safety production models according to current production information are introduced, mine field safety levels of the to-be-monitored production fields are determined according to the site safety scores and the production safety scores, enterprise safety levels of the to-be-managed mine enterprises are obtained, enterprise safety levels of the mine enterprises can be automatically generated from multiple dimensions, and the production safety of the mine enterprises can be improved.

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

In the second embodiment, the step S30 includes:

step S301: and 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.

It can 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 to compare the geological structure information with the geological monitoring information to obtain a comparison result, and generate 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 understood that the searching for the mined mineral information corresponding to the production mine to be monitored may be searching for the mined mineral information corresponding to the production mine to be monitored in a preset mining information table. The preset mining information table includes a corresponding relationship between the production mine and the mining mineral information, and the corresponding relationship between the production mine and the mining mineral information may be entered 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 geological structure changes, indicating that a potential safety hazard may exist at the mine site when the geological structure change information does not match the geological structure change information when minerals are normally mined.

It should be understood that the generation 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 to determine normal mining change information according to the mined mineral information, perform information matching on the normal mining change information and the geological structure change information to obtain an information matching degree, and generate the site safety score of the production site to be monitored according to the information matching degree. The higher the information matching degree is, the larger the site safety score is.

In a second embodiment, the method comprises the steps of receiving geological monitoring information uploaded by a to-be-monitored production mine, generating geological structure change information of the to-be-monitored production mine according to the geological structure information and the geological monitoring information, searching mined mineral information corresponding to the to-be-monitored production mine, and generating a site safety score of the to-be-monitored production mine according to the mined mineral information and the geological structure change information; compared with the mode of directly generating the site safety score of the production mine to be monitored according to the geological structure change information, the mining mineral information is introduced in the embodiment, 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 situation that mining activities affect the accuracy of the site safety score can be avoided.

In the second embodiment, the step S40 includes:

step S401: and acquiring the 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 understood that determining the current working equipment and the current working staff according to the current production information may be to extract information from the current production information to obtain the current working equipment and the current working staff.

Step S402: obtaining basic attribute information and equipment operation information of current working equipment, and determining an equipment safety score through a preset safety 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, device accumulated running time, device maintenance information, and the like, which is not limited in this embodiment.

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

It is understood that determining the equipment safety score according to the basic attribute information and the equipment operation information through the preset safety production model may be inputting the basic attribute information and the equipment operation information into the preset safety production model to obtain the equipment safety score. The preset safe production model may be a pre-trained neural network model, which is not limited in this embodiment.

Step S403: the method comprises the steps of obtaining personal information and working information of current working staff, and determining staff safety scores through a preset safety 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, and the like, wherein the personal basic information may be basic information such as age, height, and the like, which is not limited in this embodiment.

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

It should be understood that determining the employee safety score according to the personal information and the work information through 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 the determination of the production safety score of the monitoring production mine according to the equipment safety score and the employee safety score may be to judge whether the equipment safety score is greater than a preset equipment safety threshold, obtain an equipment score judgment result, judge whether the employee safety score is greater than a preset employee safety threshold, obtain a personnel score judgment result, and determine the production safety score according to the equipment score judgment result and the personnel score judgment result. The preset device safety threshold and the preset employee safety threshold may be preset by an administrator of the safety production management device, which is not limited in this embodiment.

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

It should be understood that, the determining of the safe production score of the monitoring production mine according to the safe equipment score and the safe employee score may be to add the safe equipment score and the safe employee score to obtain the safe production score of the monitoring production mine, which is not limited in this embodiment.

In a second embodiment, the method comprises the steps of obtaining current production information of the production mine to be monitored, determining current working equipment and current working staff according to the current production information, obtaining basic attribute information and equipment operation information of the current working equipment, determining equipment safety scores through a preset safety production model according to the basic attribute information and the equipment operation information, obtaining personal information and working information of the current working staff, determining staff safety scores through the preset safety production model according to the personal information and the working information, and determining the production safety scores of the production mine to be monitored according to the equipment safety scores and the staff safety scores; compared with the mode of directly determining the production safety score of the production mine to be monitored through the preset safety production model according to the current production information, in the embodiment, the production safety score of the production mine to be monitored is determined from 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 method for managing safety production of a mine enterprise according to a third embodiment of the present invention, and a third 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 the 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 site to be monitored according to the geographical position information.

The geological activity information may be geological activity frequency information or the like, and this embodiment is not limited thereto.

It should be understood that, the obtaining of the weather information and the geological activity information of the location of the production mine to be monitored according to the geographic location information may be sending the geographic 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 geographic location information, where the preset server may be a weather server preset by a manager of the safety production management device, and the like, and this 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 in which the production site is to be monitored is exposed to severe weather and geological events are frequent, then geological disasters can easily occur. Therefore, the detection time period needs to be set to be short to avoid the condition of missing detection. Conversely, if the weather in the area where the production site to be monitored is located is good and geological activity is not frequent, a short detection time period results in waste of resources, and therefore, the detection time period needs to be set long.

It can be 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 an actual requirement, 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 every other detection time period, and generating a site safety score of the production mine to be monitored according to the geological structure information and the geological monitoring information.

In a third embodiment, the method includes obtaining weather information and geological activity information of a position of a production mine to be monitored according to geographical position information, taking the weather information and the geological activity information as reference information, searching a detection time period corresponding to the reference information in a preset mapping relation table, receiving geological monitoring information uploaded by the production mine to be monitored every other detection time period, and generating a site safety score of the production mine to be monitored according to geological structure information and the geological monitoring information, wherein the preset mapping relation table comprises a corresponding relation between the reference information and the detection time period; compared with the situation that resources are wasted due to the fact that the geological monitoring information uploaded by the to-be-monitored production mine is received in real time, in the embodiment, the detection time period can be determined according to the weather information and the geological activity information of the position of the to-be-monitored production mine, and the geological monitoring information uploaded by the to-be-monitored production mine is received every other detection time period, so that missing detection can be avoided under the situation that resources are wasted.

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

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

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

It should be noted that the historical operating information of the device may be historical operating efficiency of the device, historical operating time of the device, and the like, which is not limited in this embodiment.

The historical work information of the employee may be historical work efficiency of the employee, historical work duration of the employee, and the like, which is not limited in this embodiment.

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

Step S320: and training an initial safety production model according to the historical work information of the equipment and the historical work information of the staff to obtain a training result.

It should be noted that the initial secure production model may be an initial neural network model uploaded in advance by a manager of the secure production management apparatus, and this embodiment is not limited thereto.

Step S330: and adjusting parameters of the initial safety production model according to the training result to obtain a preset safety 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 obtaining of the preset safe production model may be that the parameter adjustment is performed on the nodes of the initial safe production model according to the training result to obtain the preset safe production model.

In a fourth embodiment, an initial safety production model is trained according to the historical equipment work information and the historical staff work information of the to-be-monitored production mine to obtain a training result, and the initial safety production model is subjected to parameter adjustment according to the training result to obtain a preset safety production model, so that the safety production model can be trained in advance to improve the reliability of the safety production model.

Referring to fig. 5, fig. 5 is a block diagram illustrating a first embodiment of the safety production management system of the mining enterprise according to the present invention. The safety production management system of the mine enterprise comprises: the 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 site searching module 10 is configured to search a plurality of production mine sites corresponding to the mine enterprise to be managed, traverse the production mine sites, and use the traversed production mine sites as the production mine sites to be monitored.

It should be noted that the mine enterprise to be managed may be a mine enterprise that needs to perform safety production management and is input through a user interaction interface of the safety production management device, or may be a mine enterprise to which a user binds in advance, which is not limited in this embodiment.

The information obtaining module 20 is configured to obtain geographic position information of the production mine to be monitored, and determine geological structure information of the production mine to be monitored based on the geographic position information.

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

Further, it is considered that in practical applications, mining activities at a production site may also result in certain geological structural changes. In order to avoid the accuracy that mining activities influence the safe score in place, score generation module 30 is still used for receiving the geological monitoring information that waits to monitor the production mine and upload, and according to geological structure information and geological monitoring information generation wait to monitor the geological structure change information of production mine, seek the mining mineral information that waits to monitor the production mine corresponds, and according to mining mineral information and the geological structure change information generation wait to monitor the safe score in place of production mine.

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

Further, in order to generate a production safety score of a 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 working staff according to the current production information, obtain basic attribute information and equipment operation information of the current working equipment, determine an equipment safety score through a preset safety production model according to the basic attribute information and the equipment operation information, obtain personal information and working information of the current working staff, determine a staff safety score through the preset safety production model according to the personal information and the working information, and determine the production safety score of the production mine to be monitored according to the equipment safety score and the staff safety score.

And the grade determining module 40 is configured to determine the mine field safety grade of the production mine field to be monitored according to the field safety score and the production safety score.

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

A second embodiment of the safety production management system of the mine enterprise according to the present invention is proposed based on the embodiment shown in fig. 5.

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

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

In the embodiment, the method comprises the steps of 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 mined 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 mined mineral information and the geological structure change information; compared with the mode of directly generating the site safety score of the production mine to be monitored according to the geological structure change information, the mining mineral information is introduced in the embodiment, 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 situation that mining activities affect the accuracy of the site safety score can be avoided.

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 current working equipment and current working staff according to the current production information.

The score generation module 30 is further configured to obtain basic attribute information and equipment operation information of the current working equipment, and determine an equipment safety score according to the basic attribute information and the equipment operation information through a preset safety production model.

The score generation module 30 is further configured to obtain personal information and work information of a current worker, and determine a safety score of the worker through a preset safety production model according to the personal information and the work information.

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

In this embodiment, the method includes obtaining current production information of the production mine to be monitored, determining current working equipment and current working staff according to the current production information, obtaining basic attribute information and equipment operation information of the current working equipment, determining an equipment safety score through a preset safety production model according to the basic attribute information and the equipment operation information, obtaining personal information and working information of the current working staff, determining a staff safety score through the preset safety production model according to the personal information and the working information, and determining a production safety score of the production mine to be monitored according to the equipment safety score and the staff safety score; compared with the mode of directly determining the production safety score of the production mine to be monitored through the preset safety production model according to the current production information, in the embodiment, the production safety score of the production mine to be monitored is determined from 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 showing a third embodiment of the safety production management system for a mining enterprise according to the present invention. The safety production management system of the mine enterprise 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 of the production mine to be monitored 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 table for a detection time period corresponding to the reference information, where the preset mapping table includes a corresponding relationship between the reference information and the detection time period.

Correspondingly, the score generation module 30 is further configured to receive geological monitoring information uploaded by the production mine to be monitored every other 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 of the production mine to be monitored 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 includes 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 a site safety score of the production mine to be monitored is generated according to the geological structure information and the geological monitoring information; compared with the situation that resources are wasted due to the fact that the geological monitoring information uploaded by the to-be-monitored production mine is received in real time, in the embodiment, the detection time period can be determined according to the weather information and the geological activity information of the position of the to-be-monitored production mine, and the geological monitoring information uploaded by the to-be-monitored production mine is received every other detection time period, so that missing detection can be avoided under the situation that resources are wasted.

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

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

The model training module 60 is further configured to train an initial safety production model according to the historical work information of the device and the historical work information of the employee, 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 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 an … …" does not exclude the presence of other like elements in a process, method, article, or system that comprises the element.

The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits 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 usage of the words first, second and third, etcetera do not indicate any ordering. These words may be interpreted as names.

Through the above description of the embodiments, those skilled in the art will clearly understand that the method of the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but in many cases, the former is a better implementation manner. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium (e.g., ROM/RAM, magnetic disk, optical disk) as described above and includes instructions for enabling a terminal device (e.g., a mobile phone, a computer, a server, an air conditioner, or a network device) to execute the method according to the embodiments of the present invention.

The above description is only a preferred embodiment of the present invention, and not intended to limit the scope of the present invention, and all modifications of equivalent structures and equivalent processes, which are made by using the contents of the present specification and the accompanying drawings, or directly or indirectly applied to other related technical fields, are included in the scope of the present invention.

Claims

1. A safety production management method for a mine enterprise is characterized by comprising the following steps:

2. The safety production management method for mining enterprises according to claim 1, wherein 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 comprises:

3. The safety production management method for the mining enterprise according to claim 2, wherein 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 safety production management method for the mining enterprise further comprises:

4. The method for managing safe production of a mining enterprise according to claim 1, wherein before the step of 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 method for managing safe production of a mining enterprise further comprises:

5. The safety production management method for mining enterprises according to claim 1, wherein the step of 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 specifically comprises:

6. The safety production management system of a mine enterprise, characterized by comprising: the system comprises a mine field searching module, an information acquisition module, a score generation module and a grade determination module;

7. The safety production management system of the mine enterprise, as recited in claim 6, 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 working staff according to the current production information;

8. The mine enterprise safety production management system according to claim 7, further comprising: a model training module;

9. The mine enterprise safe production management system according to claim 6, further comprising: a time setting module;

10. The safety production management system of the mining enterprise, according to claim 6, 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;