Enterprise safety production full-period management system and method

Abstract

The invention relates to the technical field of safety management, in particular to an enterprise safety production full-period management system and method, and the method comprises the steps: accessing enterprise service, carrying out the top design of a safety production system, and formulating a safety production management plan; enterprise actual condition information is obtained, and safety production management consultation is carried out; an enterprise is assisted to carry out safety production management education, and various rules and regulations in the system are implemented; if the enterprise has the safety accident, assisting the enterprise to process the safety production accident; and internal and external safety management environments and actual needs of the enterprise are obtained, and a safety culture development strategy and plan are formulated. According to the scheme, professional enterprise safety production full-period management can be carried out for different enterprises, the management effect is improved, the safety risk is reduced, all links of enterprise safety production management are comprehensively covered through the five stages of planning, consulting, education, processing and improving, effective closed-loop management is formed, and the efficiency and level of enterprise safety production management are improved.

Description

Technical Field

[0001] The present invention relates to the technical field of safety management, and in particular to a full-cycle management system and method for enterprise production safety. Background Art

[0002] Full-cycle enterprise safety management refers to the systematic process of comprehensively managing and controlling safety throughout the entire lifecycle of an enterprise's production activities, from project planning, design, construction, operation, to disposal. This philosophy emphasizes prevention, ensuring efficient and safe production through comprehensive management and oversight. Full-cycle enterprise safety management is particularly crucial for enterprises in the transportation industry.

[0003] In existing technologies, full-cycle management of enterprise production safety mainly relies on internal management. However, due to the different sizes of enterprises, their management capabilities will vary, and management accuracy is low. In addition, enterprise production safety management faces many challenges, such as an imperfect safety management system, poor implementation of rules and regulations, lack of safety education and training, inefficient accident handling, and lack of safety culture. These problems make it difficult for enterprises to form an effective closed loop for production safety management, increasing the risk of safety accidents.

[0004] Therefore, there is an urgent need for an enterprise safety production full-cycle management system and method, which can carry out professional enterprise safety production full-cycle management for different enterprises, improve management effects, and reduce safety risks; and through the five stages of planning, consulting, education, processing, and improvement, comprehensively cover all aspects of enterprise safety production management, form an effective closed-loop management, and improve the efficiency and level of enterprise safety production management. Summary of the Invention

[0005] One of the purposes of the present invention is to provide an enterprise safety production full-cycle management system that can carry out professional enterprise safety production full-cycle management for different enterprises, improve management effects and reduce safety risks.

[0006] The present invention provides a basic solution 1: an enterprise safety production full cycle management system, including:

[0007] Data acquisition module, used to obtain enterprise production data and safety requirement data;

[0008] Also used to obtain system operation information;

[0009] The security consulting module generates management issues and solutions based on system operation information and security requirement data;

[0010] The customized service module is used to obtain information on the full-cycle management needs of enterprise production safety and produce customized service solutions.

[0011] Furthermore, it also includes: a data analysis module for analyzing the overall safety production situation of the enterprise based on the safety requirement data and the enterprise production data, and generating enterprise safety production full cycle management information based on the overall safety production situation of the enterprise; wherein the enterprise safety production full cycle management information includes: enterprise safety production risk value;

[0012] The data monitoring module is used to remind enterprises based on their production safety risk values.

[0013] Furthermore, the data monitoring module is further configured to generate a risk analysis report based on the system operation information and upload the report to the first external system;

[0014] It also includes: a data reporting module, which is used to generate work reports and work plan targets for the next cycle on a periodic basis and upload them to the second external system.

[0015] Furthermore, it also includes: a user management module for obtaining basic information of users, including: enterprise information, personnel information and vehicle information;

[0016] The data verification module is used to verify the user's basic information. If there are any problems, correction suggestions will be generated and pushed.

[0017] Furthermore, the enterprise's full-cycle management demand information for production safety includes: consulting service demand information for production safety standardization construction, consulting service demand information for emergency plan preparation and review, consulting service demand information for safety management trusteeship, consulting service demand information for the creation of a dual prevention mechanism for safety risk classification management and hidden danger investigation and control, and consulting service demand information for road transport operator credit evaluation.

[0018] Furthermore, based on the demand information for consultation services on safety production standardization construction, a consultation service plan for safety production standardization construction is generated, including:

[0019] Obtain enterprise site safety information, formulate safety standardization system based on enterprise site safety information, and generate corresponding records of safety management activities form;

[0020] In the full cycle management of enterprise production safety, obtain the completed information of the safety management activity form and obtain the enterprise self-assessment information;

[0021] Obtain current enterprise site safety information, and combine the filled-in information with the enterprise's self-assessment information to generate rectification plans based on safety hazards;

[0022] Track and obtain information during the implementation of the rectification plan;

[0023] After completing the rectification, obtain the third-party organization's review information on enterprise safety;

[0024] Generate corresponding certificates based on review information;

[0025] Based on the demand information of road transport operators for credit evaluation and consulting services, a road transport operator credit evaluation and consulting service plan is generated, including:

[0026] Obtain basic enterprise information, including: enterprise licenses, management appointments, driver information, vehicle information, financial information, and emergency drill information;

[0027] Formulate a safety management system based on the company's basic information;

[0028] Formulate safety management system based on basic enterprise information and generate safety management related records;

[0029] Obtain vehicle-related information;

[0030] Obtaining personnel-related information;

[0031] Formulate road transport emergency response plans based on the company's basic information, safety management system, safety management records, vehicle-related information, and personnel-related information;

[0032] Obtain information on the implementation of road transport emergency plans;

[0033] Generate rectification plans based on implementation information and carry out rectification;

[0034] After the rectification is completed, the assessment party's assessment information on enterprise safety is obtained. If the assessment information contains rectification content, a rectification plan is generated and the rectification is carried out;

[0035] Generate emergency plan preparation and review consulting service plan based on the emergency plan preparation and review consulting service demand information, including:

[0036] Obtain enterprise on-site safety information and enterprise basic information;

[0037] Generate emergency plans based on enterprise on-site safety information and enterprise basic information;

[0038] Track the review information of the emergency plan by the reviewer;

[0039] Generate a security management and trusteeship consulting service plan based on the security management and trusteeship consulting service demand information, including:

[0040] Conduct safety production situation assessments on enterprises, obtain information on the current safety production status of enterprises, and formulate safety management trusteeship consulting service plans based on the current safety production status of enterprises;

[0041] During the implementation of the security management and trusteeship consulting service plan, obtain implementation status information and optimize and adjust the security management and trusteeship consulting service plan based on the implementation status information;

[0042] Based on the demand information for consulting services for the dual prevention mechanism of safety risk classification control and hidden danger investigation and treatment, a consulting service plan for the dual prevention mechanism of safety risk classification control and hidden danger investigation and treatment is generated, including:

[0043] Obtain training demand information and generate training plans;

[0044] Obtain and analyze enterprise standardization information, identify issues to be rectified, and generate key system documents;

[0045] Conduct comprehensive risk identification, assessment, and hierarchical control analysis for the enterprise, and form "Risk Identification Records", "Risk Assessment Records", and "Risk Hierarchical Control List";

[0046] Generate a "Risk Distribution Map", "Risk Notification Card" and "Risk Notice Board" based on the "Risk Identification Record", "Risk Assessment Record" and "Risk Grading Control List";

[0047] Based on the "Risk Identification Record", "Risk Assessment Record", and "Risk Grading Control List", generate safety management activity forms such as the "Hazard Inspection List", "Hazard Inspection Plan", "Daily Vehicle Inspection Standard List", "Company's 'Daily, Weekly, and Monthly' Hazard Inspection Standard List", "Company's Special Hazard Inspection Standard List", and "Major Hazard Information File";

[0048] According to the Risk Grading and Control List, modify the organizational structure, safety management organization establishment documents, safety responsibility system documents, and safety operating procedures;

[0049] Conduct internal assessment according to the detailed rules and regulations for the dual prevention and control construction work assessment and generate a self-assessment report.

[0050] Furthermore, the basic information of the enterprise includes: enterprise license, appointment of management personnel, driver information, vehicle information, financial information, and emergency drill information;

[0051] The safety management system includes: production safety operating procedures; production safety job responsibility system; production safety supervision and inspection system; employee safety management system; regular safety meeting system; safety training and education system; vehicle, facility, and equipment safety management system; document and archive management system; production safety fee withdrawal and use management system; production safety reward and punishment system; production safety accident reporting, statistics, investigation and handling system; leadership shift work system; on-site safety operation system; other production safety rules and regulations such as fire protection, transportation, storage, and disaster prevention; vehicle dynamic supervision and management system; major hazard source safety management system;

[0052] The safety management related records include: leadership team meeting minutes, monthly regular meeting minutes, monthly learning records, daily, weekly and monthly hidden danger inspection records, and GPS ledger records;

[0053] The vehicle-related documents include: copies of the original and duplicate of the driving license, a copy of the vehicle road transport license, a second-level maintenance certificate, vehicle insurance, front and side photos of the vehicle, a comprehensive performance test report, a vehicle registration certificate, and vehicle files;

[0054] Personnel-related information, including: driver's license, copy of professional qualification certificate, ID card, labor contract, physical examination report, employment file information, safety commitment letter, safety target responsibility letter;

[0055] The road transport emergency plan includes: reporting procedures, emergency command, emergency vehicle and equipment reserves, and disposal measures;

[0056] The emergency plan includes: risk identification and assessment report, emergency resource investigation report, road traffic accident emergency plan, and on-site disposal plan.

[0057] The second purpose of the present invention is to provide a full-cycle management method for enterprise safety production, which can carry out professional full-cycle management of enterprise safety production for different enterprises, improve management effects and reduce safety risks.

[0058] The present invention provides a second basic solution: a full-cycle management method for enterprise production safety, including the following contents:

[0059] Planning steps: Connect to enterprise services, conduct top-level design of the safety production system, and formulate a safety production management plan;

[0060] Consultation steps: Obtain information on the actual situation of the enterprise and provide safety production management consultation based on the actual situation of the enterprise;

[0061] Educational steps: Assist enterprises in conducting safety production management education and implementing various rules and regulations in the system;

[0062] Processing steps: If a safety accident occurs in the enterprise, assist the enterprise in handling the production safety accident;

[0063] Improvement steps: Obtain the internal and external security management environment and actual needs of the enterprise, and formulate a safety culture development strategy and plan based on the internal and external security management environment and actual needs of the enterprise.

[0064] Furthermore, the safety production management plan is to build different systems, including: safety system construction, standardization system construction, and dual prevention mechanism construction;

[0065] Production safety management consulting, including: daily safety consulting, safety management trusteeship consulting, and safety inspection services;

[0066] Education and training, including: safety qualification training and assessment, professional skill level training and appraisal, daily safety education and training for personnel, and other high-end customized training;

[0067] Accident handling, including: accident investigation and data collation, production safety insurance support, and production safety legal support;

[0068] Safety culture development strategies and plans include: corporate safety culture dissemination, customized safety management information product development, and the construction of a safety environment visualization identification system.

[0069] Furthermore, the planning step and the consulting step adopt the above-mentioned enterprise safety production full-cycle management system.

[0070] Beneficial effects of this solution: This solution builds a full-cycle management system for enterprise production safety. By acquiring various types of information from the enterprise, analyzing and evaluating the overall situation of the enterprise's production safety, it helps enterprises generate full-cycle management information for enterprise production safety. It can also access external systems for relevant data transmission and review, and at the same time remind enterprises based on the enterprise's production safety risk value. In addition, according to different enterprises, it also obtains information on the full-cycle management needs of enterprises for production safety, and produces customized service solutions to meet different management needs. This solution has formed an effective closed-loop management by comprehensively covering all aspects of enterprise production safety management, thereby improving the efficiency and level of enterprise production safety management; the management methods and application systems provided are highly flexible and scalable, and can provide customized services based on the actual situation of the enterprise; by strengthening services such as safety education and training and accident handling, the risk of safety accidents in the enterprise is effectively reduced; by formulating safety culture development strategies and plans, the safety culture level of the enterprise is improved, and the safety management capabilities of the enterprise are enhanced.

[0071] This program can provide professional full-cycle management of enterprise safety production for different enterprises, improve management effectiveness, and reduce safety risks. It also comprehensively covers all aspects of enterprise safety production management through five stages: planning, consulting, education, processing, and improvement, forming an effective closed-loop management to improve the efficiency and level of enterprise safety production management. BRIEF DESCRIPTION OF THE DRAWINGS

[0072] Figure 1 This is a logic block diagram of an embodiment of the enterprise safety production full cycle management system of the present invention;

[0073] Figure 2 A partial schematic diagram of a risk analysis report in an embodiment of the enterprise safety production full cycle management system of the present invention;

[0074] Figure 3 This is a flow chart of an embodiment of the enterprise safety production full cycle management method of the present invention. DETAILED DESCRIPTION

[0075] The following is further described in detail through specific implementation methods:

[0076] The embodiment is basically as shown in the attached Figure 1 As shown:

[0077] The enterprise safety production full cycle management system includes:

[0078] User management module, used to obtain basic user information, including: enterprise information, personnel information and vehicle information;

[0079] The data verification module is used to verify the user's basic information. If there are any problems, correction suggestions will be generated and pushed;

[0080] Data acquisition module, used to obtain enterprise production data and safety requirement data;

[0081] It is also used to obtain system operation information; the system operation information is all data of the enterprise's full-cycle safety production management system within the preset operation cycle, which is divided according to different enterprises, that is, according to users. Each user has system operation information within the preset operation cycle.

[0082] The data analysis module is used to analyze the overall safety production situation of the enterprise based on safety requirement data and enterprise production data, and generate enterprise safety production full-cycle management information based on the overall safety production situation; the enterprise safety production full-cycle management information includes: enterprise safety production risk value;

[0083] Specifically, based on the enterprise's production data and safety requirement data, predictive indicators for enterprise risks are obtained and stored in the constructed predictive indicator database. The predictive indicators are divided into A dimensions, each dimension has several different hidden danger situations, and corresponding predictive indicators are set for each hidden danger situation. In this embodiment, the predictive indicators in the predictive indicator database are divided into five dimensions, including: system construction, guarantee mechanism, operating personnel, facilities and equipment, and dynamic monitoring. Each dimension has several different hidden danger situations, and corresponding predictive indicators can be set. The specific construction can be based on the needs of the predictive indicator database.

[0084] The prediction indicators can be automatically matched or manually selected; automatic matching is to obtain text based on enterprise production data and safety requirement data, and perform similarity analysis with the preset features corresponding to each prediction indicator in the prediction indicator database. If the similarity meets the preset similarity, it is determined to be a match and the matching prediction indicator is obtained;

[0085] Manual selection is as follows: obtaining a prediction indicator selection signal, and obtaining a corresponding prediction indicator according to the prediction indicator selection signal;

[0086] Risk prediction is performed based on the obtained prediction indicators, and the sum of the single accident sign value and the final accident sign value of the enterprise to be predicted is obtained. If the single accident sign value exceeds the preset standard, the single accident is regarded as a risk event and used as the overall safety production data of the enterprise. In other embodiments, the above-mentioned prediction indicators are also used as basic prediction indicators. The optimization model is used to optimize the basic prediction indicators to generate the optimal prediction indicator solution.

[0087] According to the preset numerical range within which the sum of the individual accident sign values ​​and the final accident sign values ​​falls, the enterprise's enterprise safety production risk value is judged and a corresponding early warning is issued. In this embodiment, early warnings are divided into level one, level two, level three and level four warnings. If the sum of the final accident sign values ​​is ≥701, a level one warning is issued, requiring real-time attention and prompt rectification. If the sum of the final accident sign values ​​is between 451 and 700, a level two warning is issued, requiring necessary prevention and control measures. If the sum of the final accident sign values ​​is between 201 and 450, a level three warning is issued, requiring strengthened prevention and control. If the sum of the final accident sign values ​​is ≤200, a level four warning is issued, and the risk is within a controllable range.

[0088] It is also used to generate risk analysis reports based on system operation information and upload them to the first external system. It produces a true and objective risk analysis report every month and uploads it to the system of the relevant competent department (the first external system) to provide reference for the next step of work.

[0089] Specifically, all data of an enterprise using the enterprise safety production full cycle management system within the preset operation cycle are summarized, mainly including: basic information of users, enterprise production data, enterprise safety production full situation data and enterprise safety production risk value, and a risk analysis report is generated, such as Figure 2 shown.

[0090] The data monitoring module is used to remind enterprises based on their production safety risk values. The specific production safety risk values ​​of enterprises are divided into three levels: high, medium and low, and different reminders are given to enterprises at different levels.

[0091] The data reporting module is used to generate work reports and work plan targets for the next period on a weekly / monthly / quarterly / yearly basis and upload them to the second external system; work reports and work plan targets for the next period are generated on a weekly / monthly / quarterly / yearly basis, and work reports are submitted to the designated relevant department's system (the second external system) to formulate work plan targets for the next stage, and the relevant department conducts effectiveness evaluation and acceptance of the stage service work; the first external system and the second external system can be the system of the same relevant department or different relevant departments according to the upload requirements;

[0092] The security consulting module generates management issues and solutions based on system operation information and security requirement data. It also proposes current management issues and solutions in a timely manner based on system operation information and security requirement data on the current security management status of industry authorities.

[0093] Customized service module, used to obtain enterprise safety production full-cycle management demand information and produce customized service solutions;

[0094] Information on enterprise safety production management needs throughout the entire production cycle, including: consulting services for safety production standardization, emergency plan preparation and review, safety management trusteeship, the establishment of a dual prevention mechanism for safety risk classification management and hidden danger investigation and control, and credit rating of road transport operators;

[0095] Generate a consulting service plan for safety production standardization construction based on the demand information for consulting services for safety production standardization construction;

[0096] Specifically, obtain enterprise site safety information, formulate safety standardization system based on enterprise site safety information, and generate corresponding records of safety management activities form;

[0097] In the full cycle management of enterprise production safety, obtain the completed information of the safety management activity form and obtain the enterprise self-assessment information;

[0098] Obtain current enterprise site safety information, and combine the filled-in information with the enterprise's self-assessment information to generate rectification plans based on safety hazards;

[0099] Track and obtain information during the implementation of the rectification plan;

[0100] After completing the rectification, obtain the third-party organization's review information on enterprise safety;

[0101] Generate corresponding certificates based on the review information.

[0102] Generate a road transport operator credit evaluation consulting service plan based on the road transport operator credit evaluation consulting service demand information;

[0103] Specifically, obtain basic enterprise information, including: enterprise licenses, management appointment status, driver information, vehicle information, financial information, emergency drill information, etc.;

[0104] Formulate a safety management system based on the basic information of the enterprise, including but not limited to: safe production operating procedures; safe production job responsibility system; safe production supervision and inspection system; employee safety management system; regular safety meeting system; safety training and education system; vehicle, facility, and equipment safety management system; document and archive management system; safe production fee withdrawal and use management system; safe production reward and punishment system; production safety accident reporting, statistics, investigation and handling system; leadership shift work system; on-site safety operation system (including driver safe driving operation procedures); other safe production rules and regulations such as fire protection, transportation, storage, and disaster prevention; vehicle dynamic supervision and management system; major hazard source safety management system;

[0105] Develop a safety management system based on the company's basic information and generate safety management related records, including: leadership team meeting minutes, monthly meeting minutes, monthly learning records, daily, weekly and monthly hidden danger inspection records, GPS ledger records, etc.

[0106] Obtain vehicle-related documents (one set per vehicle), including: copies of the original and duplicate driving license, a copy of the vehicle road transport license, a second-level maintenance certificate, vehicle insurance, front and side photos of the vehicle; comprehensive performance test report; vehicle registration certificate; vehicle files;

[0107] Obtain relevant personnel information (one set per person), including: driver's license, copies of professional qualification certificates, ID card; labor contract; physical examination report; employment file information; safety commitment letter; safety target responsibility letter;

[0108] Formulate road transport emergency response plans based on the company's basic information, safety management system, safety management records, vehicle-related information, and personnel-related information, including: reporting procedures, emergency command, emergency vehicle and equipment reserves, and disposal measures;

[0109] Obtain information on the implementation of road transport emergency plans;

[0110] Generate rectification plans based on implementation information and carry out rectification;

[0111] After the rectification is completed, the assessment party's assessment information on enterprise safety is obtained. If the assessment information contains rectification content, a rectification plan is generated and the rectification is carried out;

[0112] In addition, the data analysis module can also be used to analyze the enterprise safety production risk value of road transport operating enterprises;

[0113] Generate emergency plan preparation and review consulting service plans based on emergency plan preparation and review consulting service demand information;

[0114] Specifically, obtain enterprise site safety information and enterprise basic data information;

[0115] Generate emergency response plans based on the enterprise's on-site safety information and basic enterprise data, including: risk identification and assessment report, emergency resource investigation report, road traffic accident emergency response plan, and on-site disposal plan;

[0116] Track the review information of the emergency plan by the reviewer.

[0117] Generate a security management and trusteeship consulting demand service plan based on the security management and trusteeship consulting demand service information;

[0118] Specifically, we assess the enterprise's production safety situation, obtain the enterprise's current production safety information, and formulate a safety management trusteeship consulting service plan based on the enterprise's current production safety information;

[0119] During the implementation of the security management and trusteeship consulting service plan, obtain implementation status information and optimize and adjust the security management and trusteeship consulting service plan based on the implementation status information;

[0120] Generate consulting service plans based on the demand information for establishing a dual prevention mechanism for safety risk classification control and hidden danger investigation and management;

[0121] Specifically, it obtains training demand information and generates training plans;

[0122] Obtain and analyze enterprise standardization information, identify issues to be rectified, and generate key system documents;

[0123] Conduct comprehensive risk identification, assessment, and hierarchical control analysis for the enterprise, and form "Risk Identification Records", "Risk Assessment Records", and "Risk Hierarchical Control List";

[0124] Generate a "Risk Distribution Map", "Risk Notification Card" and "Risk Notice Board" based on the "Risk Identification Record", "Risk Assessment Record" and "Risk Grading Control List";

[0125] Based on the "Risk Identification Record", "Risk Assessment Record", and "Risk Grading Control List", generate important safety management activity forms such as the "Hazard Inspection List", "Hazard Inspection Plan", "Daily Vehicle Inspection Standard List", "Company's 'Daily, Weekly, and Monthly' Hazard Inspection Standard List", "Company's Special Hazard Inspection Standard List", and "Major Hazard Information File";

[0126] According to the Risk Grading and Control List, modify the organizational structure, safety management organization establishment documents, safety responsibility system documents, and safety operating procedures;

[0127] Conduct internal assessment according to the detailed rules and regulations for the dual prevention and control construction work assessment and generate a self-assessment report.

[0128] This embodiment also provides a full-cycle management method for enterprise production safety, including the following contents:

[0129] Planning steps:

[0130] Access enterprise services to conduct top-level design of the production safety system and formulate a production safety management plan. The production safety management plan includes different systems to be constructed, including but not limited to: safety system construction, standardization system construction, and dual prevention mechanism construction. Access enterprise services, that is, through the user management module and data acquisition module, obtain basic user information, enterprise production data, safety requirements data, and system operation information. Conduct top-level design of the production safety system and formulate a production safety management plan. Customized service modules can be directly called to provide consulting services for production safety standardization construction.

[0131] Consultation steps:

[0132] Obtain information about the actual situation of the enterprise and provide safety production management consulting based on the actual situation of the enterprise; safety production management consulting includes but is not limited to: daily safety consulting, safety management trusteeship consulting, and safety supervision services; after the safety production management plan is determined, assist the enterprise in establishing various safety management rules and regulations, and guide the enterprise in implementing them;

[0133] The actual situation of the enterprise is determined according to the specific safety production management consultation. The safety consultation module and customized service module can be called to conduct safety production management consultation;

[0134] Educational steps:

[0135] Assist enterprises in conducting safety production management education and implementing various rules and regulations in the system; education and training include: safety qualification training and assessment, professional skill level training and appraisal, daily safety education and training for personnel, and other high-end customized training;

[0136] After calling the security consulting module and customized service module, the produced plan includes rules and regulations and education and training;

[0137] Processing steps:

[0138] If a safety accident occurs in an enterprise, we will assist the enterprise in handling the accident; the accident handling includes: accident investigation and data collation, safety production insurance support, and safety production legal support;

[0139] Steps to improve:

[0140] Obtain the internal and external safety management environment and actual needs of the enterprise, and formulate safety culture development strategies and plans based on the internal and external safety management environment and actual needs of the enterprise; the safety culture development strategies and plans include but are not limited to: enterprise safety culture communication, customized safety management information product research and development, safety environment visualization identification system construction and other services, so as to ensure the initiative of the enterprise in safety culture construction and shape a more feasible safety culture system that suits the safety development needs of the enterprise.

[0141] The above planning steps and consultation steps all adopt the above-mentioned enterprise safety production full-cycle management system.

[0142] This plan has formed an effective closed-loop management by comprehensively covering all aspects of enterprise safety production management, and has improved the efficiency and level of enterprise safety production management, such as Figure 3 As shown;

[0143] The management methods and application systems provided are highly flexible and scalable, and can provide customized services based on the actual situation of the enterprise;

[0144] By strengthening services in safety education and training and accident handling, the risk of safety accidents in enterprises has been effectively reduced;

[0145] By formulating safety culture development strategies and plans, the company's safety culture level has been improved and its safety management capabilities have been enhanced.

[0146] Example 2

[0147] This embodiment is basically the same as the above embodiment, except that:

[0148] The user management module uses web crawlers to obtain enterprise-related online public information and integrates multi-source data to generate estimated basic information and enterprise production data;

[0149] The specific processing process is as follows:

[0150] The credibility of enterprise-related online public information is divided into different dimensions. Dimensions refer to the different specific information contents obtained for the same data type of enterprise-related online public information. For example, for the number of employees in an enterprise, the number of employees in multiple dimensions is obtained, such as 100 employees, 20 employees, etc.

[0151] Specifically, a network data validity identification model is set up to perform formatted data expression processing on the enterprise-related network public information to generate formatted data; the network data validity identification model uses a pre-trained language model to extract content such as news, websites, and pictures to generate formatted data expressions;

[0152] Perform feature extraction on the formatted data and combine it with the data source of the formatted data as input features. After extracting the feature vector of the formatted data, add its corresponding data source and historical data to the feature vector as input features to enrich the dimension of the input features and subsequently improve the accuracy of the neural network model analysis.

[0153] Input features are fed into the constructed neural network model to perform credibility prediction, thereby obtaining the credibility of enterprise-related online public information of different dimensions. In this embodiment, the RCNN neural network model is adopted. The RCNN neural network model uses a support vector machine (SVM) to classify the input features and output the category label of the input feature and the corresponding confidence score, i.e., the credibility.

[0154] Whether to participate in the integration and the integration weight setting are determined based on the credibility of the enterprise-related network public information in different dimensions and the time when the data was obtained;

[0155] Specifically, the update frequency and update amplitude are determined based on each data type;

[0156] The time threshold is calculated based on the update frequency and update amplitude;

[0157] Based on the time threshold, determine whether the acquisition time of the corresponding enterprise-related network public information falls within the time threshold range. If so, the enterprise-related network public information is determined to participate in the integration, and a time dimension score is performed based on the difference between the acquisition time and the time threshold as the time credibility. The smaller the difference, the higher the time credibility.

[0158] According to the time credibility and trustworthiness, the integration weight of the corresponding dimension of the enterprise-related network public information is set. The higher the time credibility and trustworthiness, the heavier the integration weight;

[0159] According to the fusion weight, the enterprise-related network public information of the same data type but different dimensions is fused to obtain the estimated value, that is, the estimated basic information and enterprise production data.

[0160] The data verification module is also used to verify the enterprise's production data. If there is a problem, an abnormal reminder of the enterprise's production data will be generated;

[0161] It is also used to verify the obtained basic information and enterprise production data based on the estimated basic information and enterprise production data to determine whether there is a problem. If so, the existing information data is standardized and a prompt is given;

[0162] Specifically, it is determined whether the difference between the obtained basic information and enterprise production data and the estimated basic information and enterprise production data falls within a preset range. If so, it is determined that there is no problem; if not, it is determined that there is a problem;

[0163] By verifying basic information and enterprise production data in the above manner, data accuracy can be guaranteed and the accuracy of subsequent analysis can be improved. Moreover, the estimated value used for verification is not directly obtained historical data, but highly reliable data determined after multi-dimensional analysis and judgment, which can ensure the accuracy of verification.

[0164] Example 3

[0165] This embodiment is basically the same as the above embodiment, except that:

[0166] The security consulting module generates management problems and solutions based on system operation information and security requirement data. To generate solutions, an optimization model is used to produce them. The fitness of the solutions produced is judged from the perspectives of profitability and feasibility. The comprehensive fitness is then obtained. After several iterative predictions, the solution with the highest comprehensive fitness is obtained as the optimal solution.

[0167] The above is only an embodiment of the present invention. Common knowledge such as the known specific structures and characteristics in the scheme is not described in detail here. Ordinary technicians in the field are aware of all common technical knowledge in the technical field of the invention before the application date or priority date, can obtain all existing technologies in the field, and have the ability to apply conventional experimental means before that date. Ordinary technicians in the field can improve and implement this scheme in combination with their own abilities under the inspiration given by this application. Some typical known structures or known methods should not become obstacles for ordinary technicians in the field to implement this application. It should be pointed out that for those skilled in the art, without departing from the structure of the present invention, several variations and improvements can be made, which should also be regarded as the scope of protection of the present invention. These will not affect the effect of the implementation of the present invention and the practicality of the patent. The scope of protection required by this application shall be based on the content of its claims, and the specific implementation methods and other records in the specification can be used to interpret the content of the claims.

Claims

1. The enterprise safety production full cycle management system is characterized by: Data acquisition module, used to obtain enterprise production data and safety requirement data; Also used to obtain system operation information; The security consulting module generates management issues and solutions based on system operation information and security requirement data; The customized service module is used to obtain information on the full-cycle management needs of enterprise production safety and produce customized service solutions.

2. The enterprise safety production full cycle management system according to claim 1 is characterized in that: Also includes: The data analysis module is used to analyze the overall situation of enterprise safety production based on safety requirement data and enterprise production data, and generate enterprise safety production full-cycle management information based on the overall situation of enterprise safety production; The enterprise safety production full cycle management information includes: enterprise safety production risk value; The data monitoring module is used to remind enterprises based on their production safety risk values.

3. The enterprise safety production full cycle management system according to claim 2 is characterized in that: The data monitoring module is further used to generate a risk analysis report based on the system operation information and upload it to the first external system; It also includes: a data reporting module, which is used to generate work reports and work plan targets for the next cycle on a periodic basis, and upload them to the second external system.

4. The enterprise safety production full cycle management system according to claim 3 is characterized in that: Also includes: User management module, used to obtain basic information of users, including enterprise information, personnel information and vehicle information; The data verification module is used to verify the user's basic information. If there are any problems, rectification suggestions will be generated and pushed.

5. The enterprise safety production full cycle management system according to claim 4 is characterized in that: The enterprise's full-cycle management demand information for production safety includes: consulting service demand information for production safety standardization construction, consulting service demand information for emergency plan preparation and review, consulting service demand information for safety management trusteeship, consulting service demand information for the creation of a dual prevention mechanism for safety risk classification management and hidden danger investigation and control, and consulting service demand information for road transport operator credit evaluation.

6. The enterprise safety production full cycle management system according to claim 5 is characterized in that: According to the demand information of safety production standardization construction consulting service, generate safety production standardization construction consulting service plan, including: Obtain enterprise site safety information, formulate safety standardization system based on enterprise site safety information, and generate corresponding forms to record safety management activities; In the full cycle management of enterprise safety production, obtain the filled-in information of safety management activity forms and obtain the enterprise self-assessment information; Obtain the current enterprise site safety information, and combine the filled-in information with the enterprise self-assessment information to generate a rectification plan based on safety hazards; Track and obtain information during the implementation of the rectification plan; After completing the rectification, obtain the review information on enterprise safety from a third-party organization; Generate corresponding certificates based on review information; Based on the demand information of credit evaluation consulting services for road transport operators, a credit evaluation consulting service plan for road transport operators is generated, including: Obtain basic information about the enterprise, including: enterprise license, appointment of management personnel, driver information, vehicle information, financial information, and emergency drill information; Formulate a safety management system based on the basic information of the enterprise; Formulate safety management system based on basic enterprise information and generate safety management related records; Obtain vehicle-related information; Obtaining personnel-related information; Formulate road transport emergency plans based on the company's basic information, safety management system, safety management records, vehicle-related information, and personnel-related information; Obtain information on the implementation of road transport emergency plans; Generate a rectification plan based on the implementation information and make rectifications; After the rectification is completed, the assessment party's assessment information on the enterprise's safety is obtained. If the assessment information contains rectification content, a rectification plan is generated and the rectification is carried out; Generate emergency plan preparation and review consulting service plan based on emergency plan preparation and review consulting service demand information, including: Obtain enterprise site safety information and enterprise basic information; Generate emergency plans based on the enterprise's on-site safety information and basic enterprise information; Follow up the review information of the emergency plan by the reviewer; Generate a security management trusteeship consulting demand service plan based on the security management trusteeship consulting demand service information, including: Conduct safety production situation assessment on enterprises, obtain information on the current safety production status of enterprises, and formulate safety management trusteeship consulting service plans based on the current safety production status of enterprises; During the implementation of the security management trusteeship consulting service plan, obtain implementation information and optimize and adjust the security management trusteeship consulting service plan based on the implementation information; Based on the demand information for consulting services for the dual prevention mechanism of safety risk classification control and hidden danger investigation and treatment, a consulting service plan for the dual prevention mechanism of safety risk classification control and hidden danger investigation and treatment is generated, including: Obtain training demand information and generate training plans; Obtain enterprise standardization information, analyze enterprise standardization information, obtain issues to be rectified, and generate key system documents; Conduct comprehensive risk identification, assessment and hierarchical control analysis for the enterprise, and form "Risk Identification Record", "Risk Assessment Record" and "Risk Hierarchical Control List"; Generate the Risk Distribution Map, Risk Notification Card and Risk Bulletin Board based on the Risk Identification Record, Risk Assessment Record and Risk Grading Control List; Based on the "Risk Identification Record", "Risk Assessment Record" and "Risk Grading Control List", generate the safety management activity forms of "Hazard Inspection List", "Hazard Inspection Plan", "Daily Vehicle Inspection Standard List", "Company's 'Daily, Weekly and Monthly' Hazard Inspection Standard List", "Company's Special Hazard Inspection Standard List" and "Major Hazard Information File"; According to the Risk Grading and Control List, modify the organizational structure, safety management organization establishment documents, safety responsibility system documents, and safety operating procedures; Conduct internal assessment according to the detailed standards for dual prevention and control construction work assessment and generate a self-assessment report.

7. The enterprise safety production full cycle management system according to claim 6 is characterized in that: The basic information of the enterprise includes: enterprise license, appointment of management personnel, driver information, vehicle information, financial information, and emergency drill information; The safety management system includes: safe production operation procedures; safe production job responsibility system; safe production supervision and inspection system; employee safety management system; regular safety meeting system; safety training and education and learning system; vehicle, facility and equipment safety management system; document and archive management system; safe production fee extraction and use management system; safe production reward and punishment system; production safety accident reporting, statistics and investigation and handling system; leadership shift work system; on-site safety operation system; other safe production rules and regulations such as fire protection, transportation, storage, disaster prevention, etc.; vehicle dynamic supervision and management system; major hazard source safety management system; The safety management related records include: leadership team meeting minutes, monthly regular meeting minutes, monthly learning records, daily, weekly and monthly hidden danger inspection records, and GPS ledger records; The vehicle-related information includes: copies of the original and duplicate of the driving license, a copy of the vehicle road transport license, a second-level maintenance certificate, vehicle insurance, front and side photos of the vehicle, a comprehensive performance test report, a vehicle registration certificate, and vehicle files; The relevant information of the personnel mentioned above, including: driver's license, copy of professional qualification certificate, ID card, labor contract, physical examination report, employment file information, safety commitment letter, safety target responsibility letter; The road transport emergency plan includes: reporting procedures, emergency command, emergency vehicle and equipment reserves, and disposal measures; The emergency plan includes: risk identification and assessment report, emergency resource investigation report, road traffic accident emergency plan, and on-site disposal plan.

8. A full-cycle management method for enterprise production safety, characterized in that: It includes the following: Planning steps: access enterprise services, conduct top-level design of the safety production system, and formulate a safety production management plan; Consultation steps: Obtain information about the actual situation of the enterprise, and conduct safety production management consultation based on the actual situation of the enterprise; Educational steps: assist enterprises in conducting safety production management education and implementing various rules and regulations in the system; Processing steps: If a safety accident occurs in the enterprise, assist the enterprise in handling the production safety accident; Improvement steps: Obtain the internal and external security management environment and actual needs of the enterprise, and formulate a safety culture development strategy and plan based on the internal and external security management environment and actual needs of the enterprise.

9. The enterprise safety production full cycle management system according to claim 8 is characterized in that: The safety production management plan is to build different systems, including: safety system construction, standardization system construction, and dual prevention mechanism construction; Production safety management consulting, including: daily safety consulting, safety management trusteeship consulting, and safety inspection services; Education and training, including: safety qualification training and assessment, professional skill level training and appraisal, daily safety education and training for personnel, and other high-end customized training; Accident handling, including: accident investigation and data collation, production safety insurance support, and production safety legal support; Safety culture development strategies and plans include: corporate safety culture communication, customized safety management information product development, and safety environment visualization identification system construction.

10. The enterprise safety production full cycle management system according to claim 8, characterized in that: The planning step and the consulting step adopt the enterprise safety production full-cycle management system as described in any one of claims 1-7.

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