Project whole-process safety data monitoring method and system

Abstract

The invention provides a project whole-process safety data monitoring method and system, and the method comprises the steps: building safety monitoring and evaluation systems in a project feasibility research stage, a project acceptance stage and a project operation stage based on project whole-process planning data and investment process data, and carrying out the safety monitoring and evaluation of the project feasibility research stage, the project acceptance stage and the project operation stage based on the safety monitoring and evaluation systems. The method comprises the steps of determining a data acquisition monitoring strategy in the whole process of a project, obtaining monitoring data according to the data acquisition monitoring strategy, carrying out safety evaluation on the monitoring data based on a safety monitoring evaluation system to obtain a safety evaluation result, and setting graded early warning reminding in the whole process of the project based on the safety evaluation result. Monitoring, analysis and early warning of data safety in the whole process of a project are achieved, construction of healthy enterprises is achieved, employee safety is guaranteed, and production efficiency is improved.

Description

Technical Field

[0001] The present invention relates to the technical field of enterprise safety construction, and in particular to a method and system for monitoring safety data throughout a project. Background Art

[0002] The purpose of full-process project monitoring is to ensure the smooth progress of engineering projects and reduce possible risks and problems. Through monitoring, potential problems can be discovered and solved in a timely manner. Full-process project safety data monitoring can provide comprehensive data statistics and analysis to ensure construction safety. At the same time, it also ensures that the project process complies with laws, regulations and standards, and avoids legal risks and safety issues caused by illegal operations. Furthermore, full-process project safety monitoring is of great significance for enterprises to establish healthy enterprises, provide sound management systems, a good working environment, and efficient management levels to ensure the healthy and coordinated development of the company's production economy and employees.

[0003] At present, the safety monitoring of the entire project process is managed in a sliced ​​manner. There is no complete system that can monitor and analyze data throughout the project process, resulting in imperfect health management of employees and affected labor productivity. Summary of the invention

[0004] The present invention provides a method and system for monitoring safety data of a project in the whole process, so as to solve the problems raised in the background technology.

[0005] A method for monitoring safety data throughout a project, comprising:

[0006] S1: Based on the planning data and input process data of the whole project process, a safety monitoring and evaluation system is established in the project feasibility study stage, project acceptance stage and project operation stage respectively;

[0007] S2: Based on the safety monitoring and evaluation system, determine the data collection and monitoring strategy throughout the project, and obtain monitoring data according to the data collection and monitoring strategy;

[0008] S3: Based on the safety monitoring and evaluation system, a safety assessment is performed on the monitoring data to obtain a safety assessment result;

[0009] S4: Based on the safety assessment results, set graded early warning reminders throughout the project.

[0010] Preferably, in S1, based on the planning data and input process data of the whole project process, a safety monitoring and evaluation system is established in the project feasibility study stage, the project acceptance stage and the project operation stage, respectively, including:

[0011] The planning data and investment process data of the whole project process are divided into the project feasibility study stage, project acceptance stage and project operation stage to obtain the project data corresponding to each stage;

[0012] Based on the project data corresponding to each stage, obtain the safety evaluation goals and safety evaluation standards for each stage, and establish a safety monitoring and evaluation system based on the safety evaluation goals and safety evaluation standards.

[0013] Preferably, the safety evaluation target and safety evaluation standard for each stage are obtained based on the project data corresponding to each stage, and a safety monitoring and evaluation system is established based on the safety evaluation target and safety evaluation standard, including:

[0014] Based on the data association between the data acquisition types corresponding to the safety evaluation indicators of each stage, the indicator distribution structure of the safety evaluation target of each stage is established, and based on the correlation between each safety evaluation target and other safety evaluation targets in the indicator distribution structure, the indicator weight of each safety evaluation target is set;

[0015] Analyze the safety evaluation standards of each stage, establish an indicator judgment formula corresponding to the evaluation standards that can be clearly evaluated, and based on the corresponding relationship between the safety evaluation goals and the safety evaluation standards, combine the indicator weights of each safety evaluation goal, and weight the indicator judgment formula to obtain a weighted indicator judgment formula;

[0016] Obtaining standard features that cannot be clearly evaluated in historical safety evaluation standards, combining the indicator weights of safety evaluation targets corresponding to the standard features that cannot be clearly evaluated, and establishing a fuzzy control model between the evaluation indicator features and the evaluation standard features in the standard features;

[0017] Inputting standard features that cannot be clearly evaluated in the safety evaluation standard into the fuzzy control model to obtain indicator evaluation data for the safety evaluation target;

[0018] The evaluation results corresponding to the weighted indicator judgment formula and the indicator evaluation data are obtained, and based on the relationship between the safety evaluation objectives, the weighted indicator judgment formula and the indicator evaluation data, and the evaluation results, a safety monitoring and evaluation system for each stage is established.

[0019] Preferably, in S2, based on the safety monitoring and evaluation system, a data collection and monitoring strategy throughout the project is determined, including:

[0020] Obtaining safety evaluation targets based on the safety monitoring and evaluation system, and determining the data features that need to be collected to achieve the safety evaluation targets;

[0021] Based on the characteristics of the data features themselves and the correlation characteristics with other data features, a data collection and monitoring strategy for the entire period of each stage is established.

[0022] In this embodiment, the inherent characteristics are data attributes and data types, and the associated characteristics are the collection order association and collection method association between the collected data.

[0023] Preferably, the data collection and monitoring strategy for the entire period of each stage is established based on the characteristics of the data characteristics themselves and the correlation characteristics with other data characteristics, including:

[0024] Based on the above characteristics, and in combination with the project stage where the data is collected, determine the data collection method and data collection time node for the collected data;

[0025] Determine a first correlation feature between data features based on a data collection type of the collected data, and determine a second correlation feature between data features based on a data collection method and a data collection time node for the collected data;

[0026] Based on the first association feature, the collected data is divided according to the data collection device to obtain multiple collected data groups, and based on the second association feature, the data collection name of the data collection device for each collected data group and the data collection time point for the data collection name are determined;

[0027] Based on the data collection name and the data collection time point for the data collection name, a data collection matrix corresponding to each collection data group is established, wherein the data collection name is a one-dimensional attribute and the data collection time point is a two-dimensional attribute;

[0028] Based on the collection constraint characteristics between the data collection devices of each two collection data groups, the data collection matrix of each two collection data groups is verified to determine whether there is a data collection conflict;

[0029] If yes, adjusting the data acquisition matrix based on the acquisition constraint feature and the second association feature until there is no data acquisition conflict;

[0030] Otherwise, a data collection and monitoring strategy for the entire period of each stage is established based on the data collection matrix of all collected data groups.

[0031] Preferably, in S2, obtaining monitoring data according to the data collection and monitoring strategy includes:

[0032] Based on the data collection and monitoring strategy, determine the data collection device and data collection time point at each project stage, and establish data collection instructions based on the data collection device and data collection time point;

[0033] According to the data collection instruction, data collection is performed, and the collected data is preprocessed during data collection to obtain monitoring data.

[0034] Preferably, in S3, based on the safety monitoring and evaluation system, a safety assessment is performed on the monitoring data to obtain a safety assessment result, including:

[0035] Obtaining the data name and data collection time point of the monitoring data, matching the data name and data collection time point with the evaluation index corresponding to the evaluation target in the safety monitoring and evaluation system, and obtaining a matching result;

[0036] Based on the matching result, the monitoring data is input into the safety monitoring and evaluation system for safety assessment to obtain a safety assessment result.

[0037] Preferably, in S4, based on the safety assessment results, hierarchical early warning reminders are set throughout the project, including:

[0038] Based on the safety assessment results, determine the difference between the monitoring data and the safety standard data, and determine the safety assessment value of the monitoring data in combination with the data type of the monitoring data and the project stage in the entire project process;

[0039] Based on the safety assessment value and the numerical comparison table of preset early warning reminder level-assessment value range, the early warning reminder level of the monitoring data is determined.

[0040] Preferably, it also includes: conducting a special safety evaluation on the project, specifically:

[0041] Obtain specific special activities throughout the project, and obtain activity features that pose security threats in the special activities;

[0042] Based on the attributes of the activity characteristics, a special safety evaluation standard for the activity characteristics is established, and a safety evaluation of the activity characteristics is performed based on the special safety evaluation standard.

[0043] A monitoring system for a project whole process safety data monitoring method, comprising:

[0044] The system establishment module is used to establish the safety monitoring and evaluation system in the project feasibility study stage, project acceptance stage and project operation stage based on the planning data and input process data of the whole project process;

[0045] A data monitoring module is used to determine the data collection and monitoring strategy throughout the project based on the safety monitoring and evaluation system, and obtain monitoring data according to the data collection and monitoring strategy;

[0046] A safety assessment module, used to perform safety assessment on the monitoring data based on the safety monitoring and evaluation system to obtain a safety assessment result;

[0047] The graded warning module is used to set graded warning reminders throughout the project based on the safety assessment results.

[0048] Compared with the prior art, the present invention has achieved the following beneficial effects:

[0049] Based on the planning data and investment process data of the whole project, a safety monitoring and evaluation system is established in the project feasibility study stage, the project acceptance stage and the project operation stage respectively; based on the safety monitoring and evaluation system, the data collection and monitoring strategy in the whole project process is determined, and in accordance with the data collection and monitoring strategy, the monitoring data is obtained; based on the safety monitoring and evaluation system, a safety assessment is performed on the monitoring data to obtain a safety assessment result; based on the safety assessment result, a graded early warning reminder is set in the whole project process to realize the monitoring, analysis and early warning of data security in the whole project process, realize the construction of a healthy enterprise, ensure the safety of employees and improve production efficiency.

[0050] Other features and advantages of the present invention will be described in the following description, and partly become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention can be realized and obtained by the structures specifically pointed out in this application document.

[0051] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0052] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0053] Figure 1 This is a flow chart of a method for monitoring safety data throughout a project in an embodiment of the present invention;

[0054] Figure 2 A flowchart of establishing a safety monitoring and evaluation system in an embodiment of the present invention;

[0055] Figure 3 It is a structural diagram of a project whole process safety data monitoring system in an embodiment of the present invention. DETAILED DESCRIPTION

[0056] The preferred embodiments of the present invention are described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.

[0057] Embodiment 1:

[0058] The embodiment of the present invention provides a method for monitoring safety data of a project in the whole process, such as Figure 1 As shown, including:

[0059] S1: Based on the planning data and input process data of the whole project process, a safety monitoring and evaluation system is established in the project feasibility study stage, project acceptance stage and project operation stage respectively;

[0060] S2: Based on the safety monitoring and evaluation system, determine the data collection and monitoring strategy throughout the project, and obtain monitoring data according to the data collection and monitoring strategy;

[0061] S3: Based on the safety monitoring and evaluation system, a safety assessment is performed on the monitoring data to obtain a safety assessment result;

[0062] S4: Based on the safety assessment results, set graded early warning reminders throughout the project.

[0063] In this embodiment, the project feasibility study phase identifies and analyzes potential dangers and harmful factors in construction projects, industrial parks, and production and operation activities based on relevant basic data, determines their compliance with production safety laws, regulations, standards, and specifications, predicts the possibility and severity of accidents, proposes scientific, reasonable, and feasible safety countermeasures and measures, and makes safety evaluation conclusions.

[0064] In this embodiment, during the project acceptance phase, a safety evaluation of the actual operating conditions and management conditions of the construction project's facilities, equipment, and devices is performed to identify dangerous and harmful factors that exist after the construction project is put into production, determine their extent, and propose reasonable and feasible safety countermeasures and suggestions.

[0065] In this embodiment, the project operation phase uses evaluation to find out the existing dangerous and harmful factors, determine their extent, and propose reasonable and feasible safety countermeasures and suggestions. The content of the current situation evaluation report formed by the evaluation should be included in the safety hazard rectification and safety management plan of the production and operation unit, and implemented and inspected according to the plan.

[0066] In this embodiment, the safety monitoring and evaluation system includes monitoring time nodes, monitoring data types, and corresponding evaluation standards, etc. The evaluation standards are determined according to production safety laws, regulations, rules, standards, and specifications.

[0067] In this embodiment, the safety assessment result includes the type and degree of hazard of the safety hazard.

[0068] The beneficial effects of the above design scheme are: by establishing a safety monitoring and evaluation system in the project feasibility study stage, the project acceptance stage and the project operation stage based on the project whole process planning data and the investment process data, respectively; based on the safety monitoring and evaluation system, the data collection and monitoring strategy in the whole process of the project is determined, and in accordance with the data collection and monitoring strategy, the monitoring data is obtained; based on the safety monitoring and evaluation system, a safety assessment is performed on the monitoring data to obtain a safety assessment result; based on the safety assessment result, a graded early warning reminder is set throughout the project to realize the monitoring, analysis and early warning of data security throughout the project, realize the construction of a healthy enterprise, ensure employee safety and improve production efficiency.

[0069] Embodiment 2:

[0070] Based on Example 1, the present invention provides a method for monitoring safety data throughout the entire project process, such as Figure 2 As shown, in S1, based on the planning data and input process data of the whole project process, a safety monitoring and evaluation system is established in the project feasibility study stage, project acceptance stage and project operation stage, including:

[0071] The planning data and investment process data of the whole project process are divided into the project feasibility study stage, project acceptance stage and project operation stage to obtain the project data corresponding to each stage;

[0072] Based on the project data corresponding to each stage, obtain the safety evaluation goals and safety evaluation standards for each stage, and establish a safety monitoring and evaluation system based on the safety evaluation goals and safety evaluation standards.

[0073] In this embodiment, the project data is obtained from planning data and input process data.

[0074] In this embodiment, the planning data is the activity of identifying and analyzing the potential dangers and harmful factors of construction projects, industrial parks, and production and operation activities according to the relevant basic information during the project feasibility study stage, determining the possibility and severity of accidents, proposing scientific, reasonable, and feasible safety policy measures, and making safety evaluation conclusions. Among them, the relevant data for determining the possibility of accidents is the project feasibility study stage, and the specific process of making safety evaluation conclusions is the project acceptance stage.

[0075] In this embodiment, the input process data is the actual operating status and management status of the facilities, equipment, and devices of the construction project, wherein the actual operating status of the facilities, equipment, and devices of the construction project is the project acceptance stage, and the safety evaluation of the management status is the project operation stage.

[0076] The beneficial effects of the above design scheme are: by dividing the planning data and investment process data of the entire project according to the project feasibility study stage, project acceptance stage and project operation stage, the project data corresponding to each stage is obtained, and the phased division of the planning data and investment process data of the entire project is realized, providing clear and definite data content for establishing a safety monitoring and evaluation system, and obtaining the safety evaluation goals and safety evaluation standards for each stage based on the project data corresponding to each stage. Under the premise of data segmentation, the accuracy and comprehensiveness of the safety evaluation goals and safety evaluation standards obtained in each stage are guaranteed, and a safety monitoring and evaluation system is established based on the safety evaluation goals and safety evaluation standards, providing an evaluation basis for safety monitoring of the entire project process.

[0077] Embodiment 3:

[0078] Based on Example 2, the embodiment of the present invention provides a method for monitoring safety data throughout a project, wherein the safety evaluation target and safety evaluation standard for each stage are obtained based on the project data corresponding to each stage, and a safety monitoring and evaluation system is established based on the safety evaluation target and safety evaluation standard, including:

[0079] Based on the data association between the data acquisition types corresponding to the safety evaluation indicators of each stage, the indicator distribution structure of the safety evaluation target of each stage is established, and based on the correlation between each safety evaluation target and other safety evaluation targets in the indicator distribution structure, the indicator weight of each safety evaluation target is set;

[0080] Analyze the safety evaluation standards of each stage, establish an indicator judgment formula corresponding to the safety evaluation standards that can be clearly evaluated, and based on the corresponding relationship between the safety evaluation goals and the safety evaluation standards, combine the indicator weights of each safety evaluation goal, and weight the indicator judgment formula to obtain a weighted indicator judgment formula;

[0081] Obtaining standard features that cannot be clearly evaluated in historical safety evaluation standards, combining the indicator weights of safety evaluation targets corresponding to the standard features that cannot be clearly evaluated, and establishing a fuzzy control model between the evaluation indicator features and the evaluation standard features in the standard features;

[0082] Inputting standard features that cannot be clearly evaluated in the safety evaluation standard into the fuzzy control model to obtain indicator evaluation data for the safety evaluation target;

[0083] The evaluation results corresponding to the weighted indicator judgment formula and the indicator evaluation data are obtained, and based on the relationship between the safety evaluation objectives, the weighted indicator judgment formula and the indicator evaluation data, and the evaluation results, a safety monitoring and evaluation system for each stage is established.

[0084] In this embodiment, the safety evaluation targets include occupational diseases, water use conditions, infectious diseases, employee mental health, etc., and the safety evaluation standards include air quality, water quality conditions, water hygiene standards, etc.

[0085] In this embodiment, the evaluation criteria that can be clearly evaluated are, for example, the monitoring of air and water quality, and the standard features that cannot be clearly evaluated are, for example, the evaluation criteria for whether the employees are mentally healthy or not.

[0086] In this embodiment, the indicator judgment formula is determined according to the type and content of the evaluation criteria. For example, the air quality is detected when the air quality value is greater than A, it is determined to pass the safety standard. At this time, the indicator judgment formula is: if the actual detection value B>A, it means that the air quality passes the safety standard, otherwise, it means that the air quality does not pass the safety standard. At the same time, for example, the indicator weight of the air quality is 0.8, then the weighted indicator judgment formula is B>0.8A, indicating that the air quality passes the safety standard, otherwise, it means that the air quality does not pass the safety standard.

[0087] In this embodiment, the evaluation result includes whether each safety evaluation target is safe and the safety hazard level.

[0088] The beneficial effects of the above design scheme are: by obtaining the safety evaluation goals and safety evaluation standards for each stage based on the project data corresponding to each stage, establishing a safety monitoring and evaluation system based on the safety evaluation goals and safety evaluation standards, considering the clarity of the evaluation standards and the importance of the evaluation goals, and using the fuzzy control model to input the standard features that cannot be clearly evaluated in the safety evaluation standards into the fuzzy control model to obtain indicator evaluation data for the safety evaluation goals; obtaining the evaluation results corresponding to the weighted indicator judgment formula and the indicator evaluation data, and establishing a safety monitoring and evaluation system for each stage based on the safety evaluation goals, the weighted indicator judgment formula and the indicator evaluation data, and the relationship between the evaluation results, to ensure the accuracy of the established safety monitoring and evaluation system, and provide a basis for realizing data security monitoring throughout the project.

[0089] Embodiment 4:

[0090] Based on Example 1, the embodiment of the present invention provides a method for monitoring safety data throughout a project. In S2, based on the safety monitoring and evaluation system, a data collection and monitoring strategy throughout the project is determined, including:

[0091] Obtaining safety evaluation targets based on the safety monitoring and evaluation system, and determining the data features that need to be collected to achieve the safety evaluation targets;

[0092] Based on the characteristics of the data features themselves and the correlation characteristics with other data features, a data collection and monitoring strategy for the entire period of each stage is established.

[0093] In this embodiment, the safety evaluation target is, for example, the dangerous conditions existing in the production process engineering as the evaluation target, the hazardous factors in the production equipment as the safety evaluation target, and the dangerous and harmful factors existing after the construction project is put into production as the evaluation target.

[0094] In this embodiment, the inherent characteristics are data attributes and data types, and the associated characteristics are the collection order association and collection method association between the collected data.

[0095] The beneficial effects of the above design scheme are: by obtaining safety evaluation targets based on the safety monitoring and evaluation system, providing direction for safety data monitoring throughout the project, and determining the data features that need to be collected to achieve the safety evaluation targets, based on the data features' own characteristics and the correlation characteristics with other data features, a comprehensive and accurate analysis of the data features that need to be collected for the safety evaluation targets is achieved, ensuring the matching and accuracy between the established data collection and monitoring strategies for each stage and the entire period and the project, providing a comprehensive and accurate data foundation for safety data monitoring throughout the project.

[0096] Embodiment 5:

[0097] Based on Example 4, the embodiment of the present invention provides a method for monitoring safety data throughout the project process, wherein a data collection and monitoring strategy for the entire period of each stage is established based on the characteristics of the data characteristics themselves and the correlation characteristics with other data characteristics, including:

[0098] Based on the above characteristics, and in combination with the project stage where the data is collected, determine the data collection method and data collection time node for the collected data;

[0099] Determine a first correlation feature between data features based on a data collection type of the collected data, and determine a second correlation feature between data features based on a data collection method and a data collection time node for the collected data;

[0100] Based on the first association feature, the collected data is divided according to the data collection device to obtain multiple collected data groups, and based on the second association feature, the data collection name of the data collection device for each collected data group and the data collection time point for the data collection name are determined;

[0101] Based on the data collection name and the data collection time point for the data collection name, a data collection matrix corresponding to each collection data group is established, wherein the data collection name is a one-dimensional attribute and the data collection time point is a two-dimensional attribute;

[0102] Based on the collection constraint characteristics between the data collection devices of each two collection data groups, the data collection matrix of each two collection data groups is verified to determine whether there is a data collection conflict;

[0103] If yes, adjusting the data acquisition matrix based on the acquisition constraint feature and the second association feature until there is no data acquisition conflict;

[0104] Otherwise, a data collection and monitoring strategy for the entire period of each stage is established based on the data collection matrix of all collected data groups.

[0105] In this embodiment, the collection constraint feature is, for example, a sequence constraint of the data collection device used during the project, a site constraint of the data collection device used, and the like.

[0106] In this embodiment, the first correlation feature is a correlation feature between collection types of collected data, and the data collection types generally include data retrieval, sensor data monitoring, etc.

[0107] In this embodiment, the second correlation feature is the correlation feature between the data collection method and the data collection time node. The data collection method generally includes retrieving from a data evaluation library related to production safety laws, regulations, standards, and specifications, or obtaining real-time monitoring data through sensor collection, or retrieving from project management data, etc. The collection time difference of the data collection time node determines that there is a time correlation between the data within the preset time range, otherwise, there is no time correlation.

[0108] The beneficial effects of the above design scheme are: by determining the first correlation feature between data features based on the data collection type of the collected data, and determining the second correlation feature between data features based on the data collection method and data collection time node of the collected data; based on the first correlation feature, the collected data is divided according to the data collection device to obtain multiple collected data groups, and based on the second correlation feature, the data collection name of the data collection device for each collected data group and the data collection time point of the data collection name are determined, so as to realize layer-by-layer analysis and screening of data features, clarify the specific feature information of the data features, and provide a comprehensive and clear data feature situation for the establishment of data collection monitoring strategies; based on the data collection name and the data collection time point of the data collection name, a data collection matrix corresponding to each collected data group is established, wherein the data collection name is a one-dimensional attribute and the data collection time point of the data collection name is a one-dimensional attribute. The time point is a two-dimensional attribute; the collected data is analyzed and processed from the collection name and the collection time point; based on the collection constraint feature between the data collection devices of each two collection data groups, the data collection matrix of each two collection data groups is verified to determine whether there is a data collection conflict; if so, based on the collection constraint feature and the second association feature, the data collection matrix is ​​adjusted until there is no data collection conflict; otherwise, based on the data collection matrix of all collection data groups, a data collection monitoring strategy for the whole period of each stage is established to ensure that the established data collection monitoring strategy has no conflict in the collection time and the fluency of the data collection monitoring strategy is ensured; by formulating and verifying the data collection strategy, a data collection monitoring strategy for the whole period of each stage is established to ensure the efficiency and accuracy of monitoring data acquisition in the whole process safety of the project, and provide a basis for further data evaluation.

[0109] Embodiment 6:

[0110] Based on Example 1, the embodiment of the present invention provides a method for monitoring safety data throughout a project. In S2, monitoring data is obtained according to the data acquisition monitoring strategy, including:

[0111] Based on the data collection and monitoring strategy, determine the data collection device and data collection time point at each project stage, and establish data collection instructions based on the data collection device and data collection time point;

[0112] According to the data collection instruction, data collection is performed, and the collected data is preprocessed during data collection to obtain monitoring data.

[0113] In this embodiment, preprocessing of the collected data includes data cleaning, data integration, data standardization, etc.

[0114] The beneficial effects of the above design scheme are: by determining the data collection device and data collection time point in each project stage based on the data collection monitoring strategy, and establishing data collection instructions based on the data collection device and data collection time point, the accuracy of the data collected by the data collection instructions is guaranteed in terms of time and device, data collection is carried out according to the data collection instructions, and the collected data is pre-processed during data collection. The pre-processing includes data clarity, data deduplication, data unification, etc., to ensure the data quality of the obtained monitoring data in subsequent safety assessment applications, realize data collection for safety data monitoring throughout the project, and provide a high-quality data foundation for data safety analysis.

[0115] Embodiment 7:

[0116] Based on Example 1, the embodiment of the present invention provides a method for monitoring safety data of the entire project process. In S3, based on the safety monitoring and evaluation system, a safety assessment is performed on the monitoring data to obtain a safety assessment result, including:

[0117] Obtaining the data name and data collection time point of the monitoring data, matching the data name and data collection time point with the evaluation index corresponding to the evaluation target in the safety monitoring and evaluation system, and obtaining a matching result;

[0118] Based on the matching result, the monitoring data is input into the safety monitoring and evaluation system for safety assessment to obtain a safety assessment result.

[0119] In this embodiment, the safety assessment result is the difference between the monitoring data and the safety standard data in the safety monitoring and evaluation system.

[0120] The beneficial effect of the above design scheme is: by obtaining the data name and data collection time point of the monitoring data, matching the data name and data collection time point with the evaluation indicators corresponding to the evaluation targets in the safety monitoring and evaluation system to obtain a matching result, based on the matching result, inputting the monitoring data into the safety monitoring and evaluation system for safety assessment to obtain a safety assessment result, thereby realizing the monitoring, analysis and early warning of data security throughout the project, realizing the construction of a healthy enterprise, ensuring employee safety and improving production efficiency.

[0121] Embodiment 8:

[0122] Based on Example 1, the embodiment of the present invention provides a method for monitoring safety data throughout a project. In S4, based on the safety assessment results, hierarchical early warning reminders are set throughout the project, including:

[0123] Based on the safety assessment results, determine the difference between the monitoring data and the safety standard data, and determine the safety assessment value of the monitoring data in combination with the data type of the monitoring data and the project stage in the entire project process;

[0124] The calculation formula of the safety assessment value is as follows:

[0125]

[0126] Where H represents the safety assessment value of the monitoring data, K represents the importance of the data type of the monitoring data in the project stage, and its value is (1, 10), C represents a constant, and its value is 10, σ represents the unified standardization coefficient of the data type of the monitoring data, and M max Represents the maximum threshold of safety standard data, M min represents the minimum threshold of safety standard data, and M represents the value of monitoring data;

[0127] Based on the safety assessment value and the numerical comparison table of preset early warning reminder level-assessment value range, the early warning reminder level of the monitoring data is determined.

[0128] In this embodiment, when the monitoring data is greater than the safety standard data, the difference is positive, when the monitoring data is equal to the safety standard data, the difference is zero, and when the monitoring data is less than the safety standard data, the difference is negative.

[0129] The beneficial effect of the above design scheme is: by determining the difference between the monitoring data and the safety standard data based on the safety assessment result, and combining the data type of the monitoring data and the project stage in the whole project process, the safety assessment value of the monitoring data is determined. In the calculation process of the safety assessment value, the importance of the data type of the monitoring data in the project stage is taken into account, and the focus direction of the safety assessment is clarified. The unified standardization coefficient of the data type of the monitoring data is also considered to eliminate the difference impact caused by different data types for the determination of the safety assessment, and finally ensure the high matching of the safety assessment value with the actual situation of the project. Based on the numerical comparison table of the safety assessment value and the preset early warning reminder level-assessment value range, the early warning reminder level of the monitoring data is determined. The data security monitoring, analysis and early warning in the whole project process are now carried out to realize the construction of a healthy enterprise, ensure employee safety, and improve production efficiency.

[0130] Embodiment 9:

[0131] Based on Example 1, the embodiment of the present invention provides a method for monitoring safety data of a project throughout the entire process, further comprising: performing a special safety evaluation on the project, specifically:

[0132] Obtain specific special activities throughout the project, and obtain activity features that pose security threats in the special activities;

[0133] Based on the attributes of the activity characteristics, a special safety evaluation standard for the activity characteristics is established, and a safety evaluation of the activity characteristics is performed based on the special safety evaluation standard.

[0134] In this embodiment, the activity characteristics are, for example, a specific industry, product, production method, production process or production device.

[0135] The beneficial effects of the above design scheme are: by obtaining specific special activities throughout the project, obtaining the activity characteristics that pose security threats in the characteristic special activities, establishing special security evaluation standards for the activity characteristics based on the attributes of the activity characteristics, and conducting security evaluation on the activity characteristics based on the special security evaluation standards, thereby achieving comprehensive safety data monitoring of the entire project process, realizing the construction of a healthy enterprise, ensuring employee safety, and improving production efficiency.

[0136] Embodiment 10:

[0137] Based on Example 1, the present invention provides a monitoring system for a method for monitoring safety data throughout a project, such as Figure 3 As shown, including:

[0138] The system establishment module is used to establish the safety monitoring and evaluation system in the project feasibility study stage, project acceptance stage and project operation stage based on the planning data and input process data of the whole project process;

[0139] A data monitoring module is used to determine the data collection and monitoring strategy throughout the project based on the safety monitoring and evaluation system, and obtain monitoring data according to the data collection and monitoring strategy;

[0140] A safety assessment module, used to perform safety assessment on the monitoring data based on the safety monitoring and evaluation system to obtain a safety assessment result;

[0141] The graded warning module is used to set graded warning reminders throughout the project based on the safety assessment results.

[0142] In this embodiment, the project feasibility study phase identifies and analyzes potential dangers and harmful factors in construction projects, industrial parks, and production and operation activities based on relevant basic data, determines their compliance with production safety laws, regulations, standards, and specifications, predicts the possibility and severity of accidents, proposes scientific, reasonable, and feasible safety countermeasures and measures, and makes safety evaluation conclusions.

[0143] In this embodiment, during the project acceptance phase, a safety evaluation of the actual operating conditions and management conditions of the construction project's facilities, equipment, and devices is performed to identify dangerous and harmful factors that exist after the construction project is put into production, determine their extent, and propose reasonable and feasible safety countermeasures and suggestions.

[0144] In this embodiment, the project operation phase uses evaluation to find out the existing dangerous and harmful factors, determine their extent, and propose reasonable and feasible safety countermeasures and suggestions. The content of the current situation evaluation report formed by the evaluation should be included in the safety hazard rectification and safety management plan of the production and operation unit, and implemented and inspected according to the plan.

[0145] In this embodiment, the safety monitoring and evaluation system includes monitoring time nodes, monitoring data types, and corresponding evaluation standards, etc. The evaluation standards are determined according to production safety laws, regulations, rules, standards, and specifications.

[0146] In this embodiment, the safety assessment result includes the type and degree of hazard of the safety hazard.

[0147] The beneficial effects of the above design scheme are: by establishing a safety monitoring and evaluation system in the project feasibility study stage, the project acceptance stage and the project operation stage based on the project whole process planning data and the investment process data, respectively; based on the safety monitoring and evaluation system, the data collection and monitoring strategy in the whole process of the project is determined, and in accordance with the data collection and monitoring strategy, the monitoring data is obtained; based on the safety monitoring and evaluation system, a safety assessment is performed on the monitoring data to obtain a safety assessment result; based on the safety assessment result, a graded early warning reminder is set throughout the project to realize the monitoring, analysis and early warning of data security throughout the project, realize the construction of a healthy enterprise, ensure employee safety and improve production efficiency.

[0148] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention belong to the scope of this application document and its equivalent technology, the present invention is also intended to include these changes and variations.

Claims

1. A method for monitoring safety data throughout a project, characterized in that: include: S1: Based on the planning data and input process data of the whole project process, a safety monitoring and evaluation system is established in the project feasibility study stage, project acceptance stage and project operation stage respectively; S2: Based on the safety monitoring and evaluation system, determine the data collection and monitoring strategy throughout the project, and obtain monitoring data according to the data collection and monitoring strategy; S3: Based on the safety monitoring and evaluation system, a safety assessment is performed on the monitoring data to obtain a safety assessment result; S4: Based on the safety assessment results, set graded early warning reminders throughout the project.

2. A method for monitoring safety data of a project throughout the entire process according to claim 1, characterized in that: In S1, based on the planning data and input process data of the whole project process, a safety monitoring and evaluation system is established in the project feasibility study stage, project acceptance stage and project operation stage, including: The planning data and investment process data of the whole project process are divided into the project feasibility study stage, project acceptance stage and project operation stage to obtain the project data corresponding to each stage; Based on the project data corresponding to each stage, obtain the safety evaluation goals and safety evaluation standards for each stage, and establish a safety monitoring and evaluation system based on the safety evaluation goals and safety evaluation standards.

3. A method for monitoring safety data of a project throughout the entire process according to claim 2, characterized in that: The safety evaluation target and safety evaluation standard for each stage are obtained based on the project data corresponding to each stage, and a safety monitoring and evaluation system is established based on the safety evaluation target and safety evaluation standard, including: Based on the data association between the data acquisition types of the project data corresponding to the safety evaluation indicators of each stage, the indicator distribution structure of the safety evaluation target of each stage is established, and based on the correlation between each safety evaluation target and other safety evaluation targets in the indicator distribution structure, the indicator weight of each safety evaluation target is set; Analyze the safety evaluation standards of each stage, establish an indicator judgment formula corresponding to the safety evaluation standards that can be clearly evaluated, and based on the corresponding relationship between the safety evaluation goals and the safety evaluation standards, combine the indicator weights of each safety evaluation goal, and weight the indicator judgment formula to obtain a weighted indicator judgment formula; Obtaining standard features that cannot be clearly evaluated in historical safety evaluation standards, combining the indicator weights of safety evaluation targets corresponding to the standard features that cannot be clearly evaluated, and establishing a fuzzy control model between the evaluation indicator features and the evaluation standard features in the standard features; Inputting standard features that cannot be clearly evaluated in the safety evaluation standard into the fuzzy control model to obtain indicator evaluation data for the safety evaluation target; The evaluation results corresponding to the weighted indicator judgment formula and the indicator evaluation data are obtained, and based on the relationship between the safety evaluation objectives, the weighted indicator judgment formula and the indicator evaluation data, and the evaluation results, a safety monitoring and evaluation system for each stage is established.

4. A method for monitoring safety data of a project throughout the entire process according to claim 1, characterized in that: In S2, based on the safety monitoring and evaluation system, a data collection and monitoring strategy is determined throughout the project, including: Obtaining safety evaluation targets based on the safety monitoring and evaluation system, and determining the data features that need to be collected to achieve the safety evaluation targets; Based on the characteristics of the data features themselves and the correlation characteristics with other data features, a data collection and monitoring strategy for the entire period of each stage is established.

5. A method for monitoring safety data of a project throughout the entire process according to claim 4, characterized in that: The data collection and monitoring strategy for the entire period of each stage is established based on the data features themselves and the correlation features with other data features, including: Based on the above characteristics, and in combination with the project stage where the data is collected, determine the data collection method and data collection time node for the collected data; Determine a first correlation feature between data features based on a data collection type of the collected data, and determine a second correlation feature between data features based on a data collection method and a data collection time node for the collected data; Based on the first association feature, the collected data is divided according to the data collection device to obtain multiple collected data groups, and based on the second association feature, the data collection name of the data collection device for each collected data group and the data collection time point for the data collection name are determined; Based on the data collection name and the data collection time point for the data collection name, a data collection matrix corresponding to each collection data group is established, wherein the data collection name is a one-dimensional attribute and the data collection time point is a two-dimensional attribute; Based on the collection constraint characteristics between the data collection devices of each two collection data groups, the data collection matrix of each two collection data groups is verified to determine whether there is a data collection conflict; If yes, adjusting the data acquisition matrix based on the acquisition constraint feature and the second association feature until there is no data acquisition conflict; Otherwise, a data collection and monitoring strategy for the entire period of each stage is established based on the data collection matrix of all collected data groups.

6. A method for monitoring safety data of a project throughout the entire process according to claim 1, characterized in that: In S2, monitoring data is obtained according to the data collection and monitoring strategy, including: Based on the data collection and monitoring strategy, determine the data collection device and data collection time point at each project stage, and establish data collection instructions based on the data collection device and data collection time point; According to the data collection instruction, data collection is performed, and the collected data is preprocessed during data collection to obtain monitoring data.

7. A method for monitoring safety data of a project throughout the entire process according to claim 1, characterized in that: In S3, based on the safety monitoring and evaluation system, a safety assessment is performed on the monitoring data to obtain a safety assessment result, including: Obtaining the data name and data collection time point of the monitoring data, matching the data name and data collection time point with the evaluation index corresponding to the evaluation target in the safety monitoring and evaluation system, and obtaining a matching result; Based on the matching result, the monitoring data is input into the safety monitoring and evaluation system for safety assessment to obtain a safety assessment result.

8. A method for monitoring safety data of a project throughout the entire process according to claim 1, characterized in that: In S4, based on the safety assessment results, hierarchical warning reminders are set throughout the project, including: Based on the safety assessment results, determine the difference between the monitoring data and the safety standard data, and determine the safety assessment value of the monitoring data in combination with the data type of the monitoring data and the project stage in the entire project process; Based on the safety assessment value and the numerical comparison table of preset early warning reminder level-assessment value range, the early warning reminder level of the monitoring data is determined.

9. A method for monitoring safety data of a project throughout the entire process according to claim 1, characterized in that: Also includes: Conduct special safety assessment on the project, specifically: Obtain specific special activities throughout the project, and obtain activity features that pose security threats in the special activities; Based on the attributes of the activity characteristics, a special safety evaluation standard for the activity characteristics is established, and a safety evaluation of the activity characteristics is performed based on the special safety evaluation standard.

10. A monitoring system for a project whole process safety data monitoring method, characterized in that: include: The system establishment module is used to establish the safety monitoring and evaluation system in the project feasibility study stage, project acceptance stage and project operation stage based on the planning data and input process data of the whole project process; A data monitoring module is used to determine the data collection and monitoring strategy throughout the project based on the safety monitoring and evaluation system, and obtain monitoring data according to the data collection and monitoring strategy; A safety assessment module, used to perform safety assessment on the monitoring data based on the safety monitoring and evaluation system to obtain a safety assessment result; The graded warning module is used to set graded warning reminders throughout the project based on the safety assessment results.

Images