CN116384939A - Engineering project safety management method, device, equipment and storage medium - Google Patents
Engineering project safety management method, device, equipment and storage medium Download PDFInfo
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Abstract
The invention discloses a method, a device, equipment and a storage medium for engineering project security management, and relates to the technical field of data management, wherein the method comprises the following steps: acquiring project planning data, and extracting target project index features of each security management node to be checked and accepted from the project planning data; calculating the characteristic distance between the target project index characteristics and standard index samples of the same type of safety management nodes in a preset project index characteristic library; if the feature distance is within the preset feature distance range of the corresponding project index feature, invoking a corresponding project acceptance strategy to carry out project acceptance analysis on the corresponding security management node according to the distance level of the feature distance of the corresponding project index feature; displaying the project acceptance analysis result, and labeling, reminding and displaying the security management node with the abnormal project acceptance analysis result. The invention can realize project safety acceptance in a low-cost and reliable mode, save manpower resources and ensure the subsequent safety construction of engineering projects.
Description
Technical Field
The present invention relates to the field of data management technologies, and in particular, to a method, an apparatus, a device, and a storage medium for engineering project security management.
Background
One engineering project often involves multiple participants, and the engineering project is complex in flow and cross in function. The existing engineering project management is accumulated by means of long-term management experience, and management, acceptance checking and verification of engineering projects are achieved manually, so that the safety of project management is guaranteed. However, the manual acceptance management mode is easy to cause careless mistakes and delays, and even subjective judgment influences project acceptance judgment standards.
At present, although project management and acceptance are realized by an automation technology, the conventional project management and acceptance scheme is required to train an acceptance model by utilizing historical data and analyze the data of a project by utilizing the acceptance model so as to obtain an acceptance result, so that the subsequent safe construction of the project is ensured. The inventor finds that the following technical problems exist in the existing automatic assay technology in the process of implementing the invention: the acceptance model training process is time-consuming, and requires a large amount of training sample data, and the training cost is high.
Disclosure of Invention
The embodiment of the invention provides a method, a device, equipment and a storage medium for managing engineering project safety, which can realize the safety guarantee and safety acceptance of each node of the project in a low-cost and reliable manner, thereby ensuring the subsequent safe construction of the engineering project.
An embodiment of the present invention provides a method for managing engineering project security, including:
acquiring project planning data, and extracting target project index features of each security management node to be checked and accepted from the project planning data; the project planning data includes at least one of: the project planning data includes at least one of: daily inspection data, safety log data, safety bottoming data, safety training data, foundation pit management data, high and large template management data, hoisting machinery management data, card lifting acceptance data, fire operation management data, real-name management data, special operator management data and potential safety hazard management data;
calculating the feature distance between the target project index feature and a standard index sample of the same type of safety management node in a preset project index feature library;
if the characteristic distance is within the preset characteristic distance range of the corresponding project index characteristic, invoking a corresponding project acceptance strategy to carry out project acceptance analysis on the corresponding safety management node according to the distance level of the characteristic distance of the corresponding project index characteristic; the different distance levels of the characteristic distance of each project index characteristic are mapped with project acceptance strategies in advance;
displaying the project acceptance analysis result, and labeling, reminding and displaying the security management node with the abnormal project acceptance analysis result.
As an improvement of the above-mentioned scheme, the step of obtaining project plan data and extracting target project index features of each security management node to be checked from the project plan data includes:
acquiring project planning data, and determining key security management nodes from the project planning data;
and taking the key safety management nodes as safety management nodes to be checked and accepted, and extracting target project index characteristics of each key safety management node from the project planning data.
As an improvement of the above solution, the determining a key security management node from the project plan material includes:
the project planning data is segmented, and security management node keywords are extracted from the project planning data;
performing similarity matching on the security management node keywords and names of the key item feature library to obtain a similarity matching value;
and if the similarity matching value is larger than a preset threshold value, the security management node corresponding to the security management node keyword in the project planning data is a key security management node.
As an improvement of the above solution, the calculating the feature distance between the target project index feature and the standard index sample of the same type of security management node in the preset project index feature library includes:
and calculating the characteristic distance between the target project index characteristics and standard index samples of the same type of safety management nodes in a preset project index characteristic library by using a Euclidean distance algorithm.
As an improvement of the above solution, if the item acceptance analysis result is abnormal, the method further includes:
and outputting and displaying the project planners and the project executives of the security management nodes with abnormal project acceptance analysis results.
As an improvement to the above solution, the project acceptance policy includes acceptance criteria for each project index of the security management node.
Another embodiment of the present invention correspondingly provides an engineering project security management apparatus, including:
the feature extraction module is used for acquiring project planning data and extracting target project index features of each security management node to be checked and accepted from the project planning data; the project planning data includes at least one of: daily inspection data, safety log data, safety bottoming data, safety training data, foundation pit management data, high and large template management data, hoisting machinery management data, card lifting acceptance data, fire operation management data, real-name management data, special operator management data and potential safety hazard management data;
the feature distance calculation module is used for calculating feature distances between the target project index features and standard index samples of the same type of safety management nodes in a preset project index feature library;
the project acceptance module is used for invoking a corresponding project acceptance strategy to carry out project acceptance analysis on a corresponding safety management node according to the distance level of the characteristic distance of the corresponding project index feature if the characteristic distance is within the preset characteristic distance range of the corresponding project index feature; the different distance levels of the characteristic distance of each project index characteristic are mapped with project acceptance strategies in advance;
the display module is used for displaying the project acceptance analysis result and labeling, reminding and displaying the security management node with the abnormal project acceptance analysis result.
As an improvement of the above solution, the feature extraction module is specifically configured to:
acquiring project planning data, and determining key security management nodes from the project planning data;
and taking the key safety management nodes as safety management nodes to be checked and accepted, and extracting target project index characteristics of each key safety management node from the project planning data.
Another embodiment of the present invention provides an engineering project security management apparatus, including a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor, where the processor executes the computer program to implement the engineering project security management method according to the embodiment of the present invention.
Another embodiment of the present invention provides a storage medium, where the storage medium includes a stored computer program, and when the computer program runs, the device where the storage medium is controlled to execute the engineering project security management method described in the foregoing embodiment of the present invention.
Compared with the prior art, one of the technical schemes has the following advantages:
according to the embodiment of the invention, the target project index characteristics of each security management node to be checked and accepted are extracted from the project planning data; calculating the feature distance between the target project index feature and a standard index sample of the same type of safety management node in a preset project index feature library; if the characteristic distance is within the preset characteristic distance range of the corresponding project index characteristic, indicating that the corresponding project index is required to be subjected to acceptance analysis, and calling a corresponding project acceptance strategy to carry out project acceptance analysis on the corresponding safety management nodes according to the distance level of the characteristic distance of the corresponding project index characteristic, so that project acceptance analysis can be carried out on each safety management node in a targeted manner, and the accuracy and reliability of a project acceptance analysis result are ensured; and finally, displaying the project acceptance analysis result, and labeling, reminding and displaying the security management node with the abnormal project acceptance analysis result. As can be seen from the analysis, the embodiment of the invention can automatically and accurately perform the project acceptance analysis by only calculating the characteristic distance of the project index and calling the corresponding preset project acceptance strategy according to the characteristic distance without training an acceptance analysis model by using a large amount of data, so that the embodiment of the invention can realize the project safety acceptance in a low-cost and reliable manner, thereby ensuring the subsequent safety construction of the engineering project.
Drawings
FIG. 1 is a schematic flow chart of a method for managing engineering project security according to an embodiment of the invention;
FIG. 2 is a schematic structural diagram of an engineering project security management apparatus according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an engineering project security management apparatus according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1, a flow chart of a method for managing engineering project security according to an embodiment of the invention is shown. The engineering project safety management method is executed by engineering project safety management equipment, and the engineering project safety management equipment can be a notebook computer, a desktop computer, a mobile phone or a server and other computing equipment. The engineering project safety management method comprises the steps of S10-S13:
s10, acquiring project planning data, and extracting target project index features of each security management node to be checked and accepted from the project planning data; the project planning data includes at least one of: daily inspection data, safety log data, safety bottoming data, safety training data, foundation pit management data, high and large template management data, hoisting machinery management data, card lifting acceptance data, fire operation management data, real-name management data, special operator management data and potential safety hazard management data;
after the engineering project planning design is completed, project planning data are formed, and the project planning data can be electronic files and uploaded and stored in engineering project safety management equipment. As an example, the project planning data includes information contents such as the names of the respective security management nodes of the project, project index requirements at the time of construction of the respective security management nodes, and planners and project executives of the respective security management nodes. For example, the project is a building construction project, and the project planning data includes various security management nodes such as a stand node, a material purchasing node, a foundation construction node, each floor construction node, a top building capping node, a finishing node, and a branch term acceptance, a completion acceptance node, and the like of the building construction project. Each security management node may have several project indexes for construction, for example, project indexes of foundation construction nodes include: foundation construction depth, earth excavation, bearing platform and bottom plate cushion layer, basement bottom plate reinforcement binding and other project construction indexes.
The project index condition of each security management node of the project to be checked can be obtained by extracting the target project index characteristics of each security management node to be checked from the project planning data. The project index feature may be a feature value of a project index name field corresponding to the security management node.
S11, calculating the characteristic distance between the target project index characteristics and standard index samples of the same type of safety management nodes in a preset project index characteristic library;
the project index feature library is pre-configured with project index samples of all safety management nodes of related project projects, and if the difference between the project index to be checked and the standard index samples of the same type of safety management nodes in the project index feature library is not large, the project index is indicated to be the project index needing checking analysis; if the difference between the project index to be checked and the standard index sample of the same type of safety management node in the project index feature library is larger, the project index corresponding to the project related safety management node is not required to be checked and analyzed, and can be ignored. For example, the standard index sample of the foundation construction node in the project index feature library is "foundation construction depth", and if the name field feature value of the project index of the foundation construction node of the building project to be checked is "foundation construction depth", it indicates that the project index is required to be checked and analyzed. If the characteristic value of the name field of the project index of the foundation construction node of the building project to be checked is 'underground construction depth', the project index is not required to be checked and analyzed, and is not a standard index, and other indexes which are not related to project checking and accepting can be ignored. For another example, the standard index sample of the lifting and checking node of the building construction project in the project index feature library is "external scaffold segment checking and accepting", and if the name field feature value of the project index of the lifting and checking node of the building construction project to be checked and accepted is "external scaffold segment checking and accepting" and "scaffold segment checking and accepting", the project index is required to be checked and accepted and analyzed.
S12, if the characteristic distance is within a preset characteristic distance range of the corresponding project index characteristic, calling a corresponding project acceptance strategy to carry out project acceptance analysis on the corresponding safety management node according to the distance level of the characteristic distance of the corresponding project index characteristic; the different distance levels of the characteristic distance of each project index characteristic are mapped with project acceptance strategies in advance;
specifically, if the feature distance is within a preset feature distance range corresponding to the feature of the project index, the related project indexes of the project are all project indexes needing acceptance analysis. The characteristic distance of the project index of each safety management node is divided into different distance level, and each distance level corresponds to a different project acceptance policy, wherein the project acceptance policy comprises acceptance criteria of each project index of the corresponding safety management node. For example, the standard index sample of the foundation construction node in the project index feature library is "foundation construction depth", and if the name field feature value of the project index of the foundation construction node of the building project to be checked is "foundation construction depth" or "foundation excavation depth", it indicates that the project index is required to be checked and analyzed. Wherein, the feature distance between the "foundation construction depth" and the "foundation construction depth" is relatively close, for example, the feature distance level may be defined as a first level, the feature distance between the "foundation excavation depth" and the "foundation construction depth" is relatively less close, for example, the feature distance level may be defined as a second level, and then the project acceptance strategy of the project index of the "foundation construction depth" is defined as a first level includes: and checking acceptance criteria of foundation construction depth. And the project acceptance strategy with the characteristic distance grade of the project index of 'foundation excavation depth' being the second grade comprises the following steps: the foundation construction depth standard requirement and the foundation excavation depth standard requirement can comprehensively consider various identical and similar conditions as far as possible according to the difference between the project indexes and the standard samples, so that project index acceptance is more comprehensive and reliable, and the condition of omitting the special index with correlation in acceptance is avoided. For another example, the standard index sample of the lifting and checking node of the building construction project in the project index feature library is "external scaffold segment checking and accepting", and if the name field feature value of the project index of the lifting and checking node of the building construction project to be checked and accepted is "external scaffold segment checking and accepting" and "scaffold segment checking and accepting", the project index is required to be checked and accepted and analyzed. Wherein the feature distance of the "outer scaffold subsection acceptance" and the "outer scaffold subsection acceptance" is relatively close, for example, the feature distance class may be defined as a first level, while the feature distance of the "scaffold subsection acceptance" and the "outer scaffold subsection acceptance" is relatively less close, for example, the feature distance class may be defined as a second level, then the project acceptance strategy of the project index of the "outer scaffold subsection acceptance" may be defined as a first level, comprising: and (5) the outer scaffold is subjected to sectional acceptance criteria. And the project acceptance strategy with the characteristic distance grade of the project index of 'scaffold block acceptance' being the second grade comprises the following steps: the standard requirement of the outer scaffold segment acceptance standard and the standard requirement of the inner scaffold segment acceptance standard can comprehensively consider various identical and similar conditions as far as possible according to the difference between project indexes and standard samples, so that project index acceptance is more comprehensive and reliable, and the condition of omitting the special index with correlation is avoided.
Therefore, the standard index samples of the same type of safety management nodes in the project index feature library only need to be configured with a small number of standard index names, and the same and similar standard index names are not required to be configured and stored at the same time, but the project acceptance strategy is called according to the size and the grade of the feature distance to realize acceptance analysis of the same and similar project indexes, so that the function of reasonably expanding index acceptance is realized, the condition of omitting the special index with correlation in acceptance is avoided, and the acceptance is more comprehensive and reliable. Meanwhile, the configuration workload of the characteristic sample data of the project index characteristic library is greatly reduced, and the occupied storage space is smaller.
And S13, displaying the project acceptance analysis result, and marking, reminding and displaying the security management node with the abnormal project acceptance analysis result.
According to the embodiment of the invention, the target project index characteristics of each security management node to be checked and accepted are extracted from the project planning data; calculating the feature distance between the target project index feature and a standard index sample of the same type of safety management node in a preset project index feature library; if the characteristic distance is within the preset characteristic distance range of the corresponding project index characteristic, indicating that the corresponding project index is required to be subjected to acceptance analysis, and calling a corresponding project acceptance strategy to carry out project acceptance analysis on the corresponding safety management nodes according to the distance level of the characteristic distance of the corresponding project index characteristic, so that project acceptance analysis can be carried out on each safety management node in a targeted manner, and the accuracy and reliability of a project acceptance analysis result are ensured; and finally, displaying the project acceptance analysis result, and labeling, reminding and displaying the security management node with the abnormal project acceptance analysis result. As can be seen from the analysis, the embodiment of the invention can automatically and accurately perform the project acceptance analysis by only calculating the characteristic distance of the project index and calling the corresponding preset project acceptance strategy according to the characteristic distance without training an acceptance analysis model by using a large amount of data, so that the embodiment of the invention can realize the project safety acceptance in a low-cost and reliable manner, thereby ensuring the subsequent safety construction of the engineering project.
In one embodiment, the obtaining project planning data and extracting target project index features of each security management node to be checked from the project planning data includes:
acquiring project planning data, and determining key security management nodes from the project planning data;
and taking the key safety management nodes as safety management nodes to be checked and accepted, and extracting target project index characteristics of each key safety management node from the project planning data.
In the embodiment of the invention, the project safety production responsibility is realized by applying the safety plan, the safety guarantee and the safety acceptance are carried out on important focusing nodes such as dangerous engineering management, large-scale machine management, card lifting acceptance, fire operation management, special operation personnel management and the like, and the acceptance standards such as the safety management nodes, acceptance indexes, acceptance times, requirements and the like of the important acceptance are planned in advance according to the project diversity, and the project acceptance is automatically initiated through the flow management, so that the subsequent safety construction of the engineering project is ensured.
In one embodiment, the determining a critical security management node from the project plan material includes:
the project planning data is segmented, and security management node keywords are extracted from the project planning data;
performing similarity matching on the security management node keywords and names of the key item feature library to obtain a similarity matching value;
and if the similarity matching value is larger than a preset threshold value, the security management node corresponding to the security management node keyword in the project planning data is a key security management node.
The word segmentation of the project data and the keyword extraction technology of the security management node can refer to the existing related word segmentation technology and keyword extraction technology.
In one embodiment, the calculating the feature distance between the target project index feature and the standard index sample of the same type of security management node in the preset project index feature library includes:
and calculating the characteristic distance between the target project index characteristics and standard index samples of the same type of safety management nodes in a preset project index characteristic library by using a Euclidean distance algorithm.
The feature distance between the target project index feature and the standard index sample of the same type of security management node in the preset project index feature library can also be calculated by using a character string similarity algorithm, a cosine similarity algorithm and the like, which is not particularly limited herein.
In one embodiment, if the item acceptance analysis result is abnormal, the method further comprises:
and outputting and displaying the project planners and the project executives of the security management nodes with abnormal project acceptance analysis results.
In this embodiment, the responsibility of the relevant project planners can be clarified by outputting and displaying the project planners and the project executives of the safety management nodes with abnormal project acceptance analysis results, and the relevant project executives can be timely reminded of the corresponding project anomalies, so that the whole process safety management of the whole project is realized.
Referring to fig. 2, a schematic structural diagram of an engineering project security management apparatus according to an embodiment of the present invention is shown. The engineering project safety management device comprises:
the feature extraction module 10 is used for acquiring project planning data and extracting target project index features of each security management node to be checked and accepted from the project planning data; the project planning data includes at least one of: daily inspection data, safety log data, safety bottoming data, safety training data, foundation pit management data, high and large template management data, hoisting machinery management data, card lifting acceptance data, fire operation management data, real-name management data, special operator management data and potential safety hazard management data;
the feature distance calculating module 11 is configured to calculate feature distances between the target project index features and standard index samples of the same type of security management nodes in a preset project index feature library;
the project acceptance module 12 is configured to invoke a corresponding project acceptance policy to perform project acceptance analysis on a corresponding security management node according to a distance level of the feature distance of the corresponding project index feature if the feature distance is within a preset feature distance range of the corresponding project index feature; the different distance levels of the characteristic distance of each project index characteristic are mapped with project acceptance strategies in advance;
the display module 13 is used for displaying the project acceptance analysis result and carrying out labeling reminding display on the security management node with the abnormal project acceptance analysis result.
As an improvement of the above solution, the feature extraction module is specifically configured to:
acquiring project planning data, and determining key security management nodes from the project planning data;
and taking the key safety management nodes as safety management nodes to be checked and accepted, and extracting target project index characteristics of each key safety management node from the project planning data.
According to the embodiment of the invention, the target project index characteristics of each security management node to be checked and accepted are extracted from the project planning data; calculating the feature distance between the target project index feature and a standard index sample of the same type of safety management node in a preset project index feature library; if the characteristic distance is within the preset characteristic distance range of the corresponding project index characteristic, indicating that the corresponding project index is required to be subjected to acceptance analysis, and calling a corresponding project acceptance strategy to carry out project acceptance analysis on the corresponding safety management nodes according to the distance level of the characteristic distance of the corresponding project index characteristic, so that project acceptance analysis can be carried out on each safety management node in a targeted manner, and the accuracy and reliability of a project acceptance analysis result are ensured; and finally, displaying the project acceptance analysis result, and labeling, reminding and displaying the security management node with the abnormal project acceptance analysis result. As can be seen from the analysis, the embodiment of the invention can automatically and accurately perform the project acceptance analysis by only calculating the characteristic distance of the project index and calling the corresponding preset project acceptance strategy according to the characteristic distance without training an acceptance analysis model by using a large amount of data, so that the embodiment of the invention can realize the project safety acceptance in a low-cost and reliable manner, thereby ensuring the subsequent safety construction of the engineering project.
As an improvement of the above embodiment, the feature extraction module is further specifically configured to:
the project planning data is segmented, and security management node keywords are extracted from the project planning data;
performing similarity matching on the security management node keywords and names of the key item feature library to obtain a similarity matching value;
and if the similarity matching value is larger than a preset threshold value, the security management node corresponding to the security management node keyword in the project planning data is a key security management node.
As an improvement of the foregoing embodiment, the calculating the feature distance between the target project index feature and the standard index sample of the same type of security management node in the preset project index feature library includes:
and calculating the characteristic distance between the target project index characteristics and standard index samples of the same type of safety management nodes in a preset project index characteristic library by using a Euclidean distance algorithm.
As a modification of the above embodiment, if the item acceptance analysis result is abnormal, the method further includes:
and outputting and displaying the project planners and the project executives of the security management nodes with abnormal project acceptance analysis results.
As a modification of the above embodiment, the project acceptance policy includes acceptance criteria for each project index of the security management node.
It can be understood that the solution content of the above-mentioned engineering project safety management device embodiment may correspond to the related solution content of the above-mentioned engineering project safety management method embodiment, which is not described herein.
Referring to fig. 3, a schematic diagram of an engineering project security management apparatus according to an embodiment of the present invention is provided. The engineering project security management apparatus of this embodiment includes: a processor 101, a memory 102, and a computer program, such as an engineering project security manager, stored in the memory 102 and executable on the processor 101. The processor 101, when executing the computer program, implements the steps of the various engineering project security management method embodiments described above. Alternatively, the processor 101 may implement the functions of the modules/units in the above-described device embodiments when executing the computer program.
Illustratively, the computer program may be partitioned into one or more modules/units that are stored in the memory 102 and executed by the processor 101 to accomplish the present invention. The one or more modules/units may be a series of computer program instruction segments capable of performing a specific function for describing the execution of the computer program in the engineering project safety management apparatus.
The engineering project safety management equipment can be computing equipment such as a desktop computer, a notebook computer, a palm computer, a cloud server and the like. The engineering project security management apparatus may include, but is not limited to, a processor, a memory. It will be appreciated by those skilled in the art that the schematic diagram is merely an example of an engineering project security management apparatus and does not constitute a limitation of the engineering project security management apparatus, and may include more or less components than illustrated, or may combine certain components, or different components, e.g., the engineering project security management apparatus may further include input-output devices, network access devices, buses, etc.
The processor may be a central processing unit (Central Processing Unit, CPU), other general purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC), off-the-shelf programmable gate arrays (Field-Programmable Gate Array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, or the like. The general purpose processor may be a microprocessor or the processor may be any conventional processor or the like, which is a control center of the engineering project safety management apparatus, and which connects the various parts of the entire engineering project safety management apparatus using various interfaces and lines.
The memory may be used to store the computer program and/or modules, and the processor may implement various functions of the engineering project safety management apparatus by running or executing the computer program and/or modules stored in the memory and invoking data stored in the memory. The memory may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program (such as a sound playing function, an image playing function, etc.) required for at least one function, and the like; the storage data area may store data (such as audio data, phonebook, etc.) created according to the use of the handset, etc. In addition, the memory may include high-speed random access memory, and may also include non-volatile memory, such as a hard disk, memory, plug-in hard disk, smart Media Card (SMC), secure Digital (SD) Card, flash Card (Flash Card), at least one disk storage device, flash memory device, or other volatile solid-state storage device.
Wherein the modules/units integrated with the engineering project safety management apparatus may be stored in a computer readable storage medium if implemented in the form of software functional units and sold or used as independent products. Based on such understanding, the present invention may implement all or part of the flow of the method of the above embodiment, or may be implemented by a computer program to instruct related hardware, where the computer program may be stored in a computer readable storage medium, and when the computer program is executed by a processor, the computer program may implement the steps of each of the method embodiments described above. Wherein the computer program comprises computer program code which may be in source code form, object code form, executable file or some intermediate form etc. The computer readable medium may include: any entity or device capable of carrying the computer program code, a recording medium, a U disk, a removable hard disk, a magnetic disk, an optical disk, a computer Memory, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), an electrical carrier signal, a telecommunications signal, a software distribution medium, and so forth. It should be noted that the computer readable medium contains content that can be appropriately scaled according to the requirements of jurisdictions in which such content is subject to legislation and patent practice, such as in certain jurisdictions in which such content is subject to legislation and patent practice, the computer readable medium does not include electrical carrier signals and telecommunication signals.
It should be noted that the above-described apparatus embodiments are merely illustrative, and the units described as separate units may or may not be physically separate, and units shown as units may or may not be physical units, may be located in one place, or may be distributed over a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. In addition, in the drawings of the embodiment of the device provided by the invention, the connection relation between the modules represents that the modules have communication connection, and can be specifically implemented as one or more communication buses or signal lines. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
While the foregoing is directed to the preferred embodiments of the present invention, it will be appreciated by those skilled in the art that changes and modifications may be made without departing from the principles of the invention, such changes and modifications are also intended to be within the scope of the invention.
Claims (10)
1. The engineering project safety management method is characterized by comprising the following steps of:
acquiring project planning data, and extracting target project index features of each security management node to be checked and accepted from the project planning data; the project planning data includes at least one of: daily inspection data, safety log data, safety bottoming data, safety training data, foundation pit management data, high and large template management data, hoisting machinery management data, card lifting acceptance data, fire operation management data, real-name management data, special operator management data and potential safety hazard management data;
calculating the feature distance between the target project index feature and a standard index sample of the same type of safety management node in a preset project index feature library;
if the characteristic distance is within the preset characteristic distance range of the corresponding project index characteristic, invoking a corresponding project acceptance strategy to carry out project acceptance analysis on the corresponding safety management node according to the distance level of the characteristic distance of the corresponding project index characteristic; the different distance levels of the characteristic distance of each project index characteristic are mapped with project acceptance strategies in advance;
displaying the project acceptance analysis result, and labeling, reminding and displaying the security management node with the abnormal project acceptance analysis result.
2. The engineering project security management method of claim 1, wherein the obtaining project plan data and extracting target project index features of each security management node to be checked from the project plan data comprises:
acquiring project planning data, and determining key security management nodes from the project planning data;
and taking the key safety management nodes as safety management nodes to be checked and accepted, and extracting target project index characteristics of each key safety management node from the project planning data.
3. The engineering project security management method of claim 2, wherein the determining a critical security management node from the project plan material comprises:
the project planning data is segmented, and security management node keywords are extracted from the project planning data;
performing similarity matching on the security management node keywords and names of the key item feature library to obtain a similarity matching value;
and if the similarity matching value is larger than a preset threshold value, the security management node corresponding to the security management node keyword in the project planning data is a key security management node.
4. The engineering project security management method according to claim 1, wherein calculating the feature distance between the target project index feature and a standard index sample of the same type of security management node in a preset project index feature library comprises:
and calculating the characteristic distance between the target project index characteristics and standard index samples of the same type of safety management nodes in a preset project index characteristic library by using a Euclidean distance algorithm.
5. The engineering project security management method according to claim 1, wherein if the project acceptance analysis result is abnormal, the method further comprises:
and outputting and displaying the project planners and the project executives of the security management nodes with abnormal project acceptance analysis results.
6. The engineering project security management method of claim 1, wherein the project acceptance policy includes acceptance criteria for each project index of the security management node.
7. An engineering project security management apparatus, comprising:
the feature extraction module is used for acquiring project planning data and extracting target project index features of each security management node to be checked and accepted from the project planning data; the project planning data includes at least one of: daily inspection data, safety log data, safety bottoming data, safety training data, foundation pit management data, high and large template management data, hoisting machinery management data, card lifting acceptance data, fire operation management data, real-name management data, special operator management data and potential safety hazard management data;
the feature distance calculation module is used for calculating feature distances between the target project index features and standard index samples of the same type of safety management nodes in a preset project index feature library;
the project acceptance module is used for invoking a corresponding project acceptance strategy to carry out project acceptance analysis on a corresponding safety management node according to the distance level of the characteristic distance of the corresponding project index feature if the characteristic distance is within the preset characteristic distance range of the corresponding project index feature; the different distance levels of the characteristic distance of each project index characteristic are mapped with project acceptance strategies in advance;
the display module is used for displaying the project acceptance analysis result and labeling, reminding and displaying the security management node with the abnormal project acceptance analysis result.
8. The engineering project security management apparatus of claim 7, wherein the feature extraction module is specifically configured to:
acquiring project planning data, and determining key security management nodes from the project planning data;
and taking the key safety management nodes as safety management nodes to be checked and accepted, and extracting target project index characteristics of each key safety management node from the project planning data.
9. An engineering project security management apparatus comprising a processor, a memory and a computer program stored in the memory and configured to be executed by the processor, the processor implementing the engineering project security management method of any one of claims 1 to 6 when the computer program is executed.
10. A computer readable storage medium, characterized in that the computer readable storage medium comprises a stored computer program, wherein the computer program, when run, controls a device in which the computer readable storage medium is located to perform the engineering project security management method according to any one of claims 1 to 6.
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