Method and device for improving safety management system of iron and steel enterprise in reinspection scene

Abstract

The invention relates to the technical field of steel safety management, and provides a method and a device for improving a steel enterprise safety management system in a reinspection scene. The method comprises the following steps: organizing an expert to collect a post-recheck picture set of at least one recheck problem point according to a pre-recheck report table, and generating an initial recheck table according to the pre-recheck report table and the post-recheck picture set; obtaining rectification condition information of each recheck problem point filled in the initial recheck table by an expert according to the safety standard to obtain a target recheck table, so as to timely determine the recheck condition of each recheck problem point without omission, and form the target recheck table; the problems that in the prior art, the recheck table filling efficiency is low, the generated target recheck table is not convenient to read, and consequently the accident prevention and control effect level is difficult to effectively continue are solved.

Description

Technical Field

[0001] The present invention relates to the technical field of steel safety management, and in particular to a method and device for improving the safety management system of a steel enterprise in a re-inspection scenario. Background Art

[0002] The steel industry is an important basic raw material industry for the national economy, and the high-quality and safe development of the steel industry is of vital importance. However, the steel industry has the characteristics of multiple professions, long processes, complex equipment and operations, and continuous operations, which are dangerous and have high inherent safety risks. At present, in order to prevent and control safety accidents, on the one hand, the regulatory and law enforcement departments have increased their safety supervision, and on the other hand, the steel enterprises themselves have improved their safety management level.

[0003] Generally, after the hidden dangers are checked in accordance with the safety standards, after a period of rectification, the problem points found in the last hidden danger check will be re-checked to confirm the rectification situation; after the re-check, the re-check situation of the relevant problem points needs to be recorded, and a re-check form reflecting the rectification situation needs to be generated. However, due to the lack of a reliable process, the efficiency of filling in the re-check situation against the problem points is often low, and it is very likely that the safety standards violated by the problem points are not referred to, and even the problem points may be omitted, making it difficult for relevant personnel to grasp the re-check situation through the generated re-check form. They have to communicate and combine other materials to grasp the re-check situation. The safety management efficiency is too low, which is not conducive to accident prevention and control. In addition, the generated re-check form is likely to have a chaotic distribution of content and is not easy to read, which further affects the understanding of the relevant personnel on the rectification of the problem points, which in turn makes it difficult to effectively continue the effect of accident prevention and control, and the safety performance level fluctuates.

[0004] In view of this, overcoming the defects of the prior art is an urgent problem to be solved in the field of this technology. Summary of the invention

[0005] The technical problem to be solved by the present invention is to provide a method and device for improving the safety management system of a steel enterprise under a re-inspection scenario, the purpose of which is to organize experts to collect a set of post-reinspection pictures of at least one re-inspection problem point according to a pre-reinspection report form, and generate an initial re-inspection form based on this; then obtain the rectification information of each re-inspection problem point filled in by the experts in the initial re-inspection form according to the safety standards, and obtain a target re-inspection form, so as to determine the re-inspection status of each re-inspection problem point in a timely and complete manner, and form a target re-inspection form, which solves the problem that the efficiency of filling in re-inspection forms in the prior art is low, the generated target re-inspection forms are not easy to read, and the level of accident prevention and control effects is difficult to effectively continue.

[0006] The present invention adopts the following technical solution:

[0007] In a first aspect, the present invention provides a method for improving the safety management system of a steel enterprise in a re-inspection scenario. According to a pre-re-inspection report form, experts are organized to collect a post-re-inspection picture set of at least one re-inspection problem point; then for the at least one re-inspection problem point, the method for improving the safety management system of a steel enterprise in the re-inspection scenario includes:

[0008] Generate an initial re-examination form according to the pre-re-examination report form and the post-re-examination picture set;

[0009] Obtain the rectification status information of each re-inspection problem point filled in by the expert in the initial re-inspection form according to the safety standard, and obtain a target re-inspection form, so as to determine the re-inspection status of at least one re-inspection problem point according to the target re-inspection form.

[0010] Furthermore, before organizing experts to collect a post-re-inspection picture set of at least one re-inspection problem point according to the pre-re-inspection report form, the method further includes:

[0011] Obtain at least one re-inspection problem point determined by experts on site in advance according to safety standards, and a collection of pre-re-inspection pictures of each re-inspection problem point;

[0012] Generating an initial report form based on the pre-reexamination picture set;

[0013] Obtain the information to be rectified for each re-inspection problem point filled in by the expert in the initial report form according to the safety standard, and obtain a pre-re-inspection report form, so as to rectify the at least one re-inspection problem point according to the pre-re-inspection report form.

[0014] Furthermore, the obtaining expert fills in the required rectification information of each re-inspection problem point in the initial report form according to the safety standard, and obtains the pre-re-inspection report form including:

[0015] When the expert has completed filling in the information to be rectified, an intermediate report form is obtained, and the height of the text box occupied by the information to be rectified in the intermediate report form is determined;

[0016] According to the ratio of the images before and after the re-inspection and the height of the text box, determine the on-site images to be displayed in the pre-re-inspection image set and the height of the post-re-inspection images reserved for the post-re-inspection image set;

[0017] Adding the corresponding on-site pictures in the pre-re-inspection picture set to the intermediate report form;

[0018] According to the height of the post-reinspection pictures, corresponding blank positions are reserved for the post-reinspection picture set in the intermediate report form to obtain the pre-reinspection report form, so as to facilitate the subsequent insertion of on-site pictures in the post-reinspection picture set into the pre-reinspection report form to obtain the target reinspection form.

[0019] Furthermore, before generating the pre-re-examination report form, the ratio of the pre-re-examination pictures is determined by an expert; wherein the pre-re-examination picture ratio refers to: in the pre-re-examination report form, the ratio of the number of on-site pictures required to be displayed in the pre-re-examination picture set to the number of on-site pictures required to be displayed in the post-re-examination picture set;

[0020] The determining of the on-site pictures to be displayed in the pre-re-inspection picture set and the post-re-inspection picture height reserved for the post-re-inspection picture set according to the ratio of the pictures before and after the re-inspection and the height of the text box includes:

[0021] Determining the on-site pictures to be displayed in the pre-re-inspection picture set according to the pre-re-inspection display priority of each on-site picture in the pre-re-inspection picture set;

[0022] Calculate the height average of all the on-site images in the pre-re-inspection image set;

[0023] Based on the ratio of the pictures before and after the re-examination and the number of on-site pictures required to be displayed in the picture set before the re-examination, the number of on-site pictures required to be displayed in the picture set after the re-examination is obtained;

[0024] The product of the height mean and the number of on-site pictures required to be displayed in the re-inspected picture set is determined as the re-inspected picture height.

[0025] Furthermore, before generating the initial re-examination form according to the pre-re-examination report form and the post-re-examination picture set, the method includes:

[0026] Pre-acquire a set of historical pictures of historical problem points; wherein the set of historical pictures includes at least three historical pictures with different viewing angles;

[0027] The priority mapping relationship between the historical display priority of the historical picture and the historical problem point is learned to obtain a priority model, so as to use the priority model to determine the optimal viewing angle picture.

[0028] Furthermore, generating an initial re-examination form according to the pre-re-examination report form and the post-re-examination picture set includes:

[0029] According to the problem sequence number of the at least one re-inspection problem point, a set of re-inspection pictures of the at least one re-inspection problem point is stored respectively; wherein the set of re-inspection pictures includes at least three on-site pictures from different perspectives;

[0030] Using the priority model, determining the current display priority of each on-site picture in the re-inspected picture set;

[0031] According to the number of on-site pictures required to be displayed in the post-re-inspection picture set and the current display priority, the on-site pictures required to be displayed in the post-re-inspection picture set are added to the blank positions reserved in the pre-re-inspection report form to obtain the initial re-inspection form.

[0032] Furthermore, the obtaining of the rectification information of each of the re-inspection problem points filled in the initial re-inspection form by the expert according to the safety standard to obtain the target re-inspection form includes:

[0033] When the expert completes the rectification information of the re-inspection problem points in the initial re-inspection form, an intermediate re-inspection form is generated; wherein the intermediate re-inspection form includes a question grid of the at least one re-inspection problem point, each of the question grids includes a corresponding picture grid, and the picture grid is used to display the on-site picture added to the intermediate re-inspection form;

[0034] When the expert clicks on any on-site picture in the picture frame of the re-inspection problem point in the intermediate re-inspection form, a shadow interface pops up and is displayed in the form of an interface covering the intermediate re-inspection form; an optional picture window and an enlarged window are displayed on the shadow interface;

[0035] Obtaining a pre-re-inspection picture set and a post-re-inspection picture set corresponding to the scene picture clicked in the picture frame; displaying all scene pictures in the pre-re-inspection picture set and / or the post-re-inspection picture set in the optional picture window; when the expert clicks on any scene picture in the optional picture window, displaying the corresponding scene picture in an enlarged form in the enlarged window;

[0036] When the expert selects any on-site picture in the optional picture window, the expert returns to the interface of the intermediate review form from the shadow interface, obtains the on-site picture selected in the optional picture window, and replaces the on-site picture clicked in the picture frame with the obtained on-site picture; and / or, when the expert selects any on-site picture in the optional picture window and drags it out of the range of the optional picture window, the expert returns to the interface of the intermediate review form from the shadow interface, obtains the dragged on-site picture, and adds the obtained on-site picture to the picture frame;

[0037] According to the text box height occupied by the information to be rectified and the rectification status information of the re-inspection problem points, the picture frame is adaptively adjusted to obtain a corresponding target re-inspection table.

[0038] Furthermore, the picture frame is adaptively adjusted according to the text frame height occupied by the information to be rectified and the rectification status information of the re-inspection problem points to obtain the corresponding target re-inspection table, including:

[0039] Determine the height of the text box occupied by the information to be rectified and the rectification status information in the intermediate re-inspection form;

[0040] Determine at least two on-site pictures that can be accommodated by the height of the text box according to the ratio of the pictures before and after the re-inspection, the order of the on-site pictures to be displayed in the picture set before the re-inspection in the intermediate re-inspection table, and the order of the on-site pictures to be displayed in the picture set after the re-inspection; wherein the at least two on-site pictures include at least one on-site picture to be displayed in the picture set before the re-inspection, and at least one on-site picture to be displayed in the picture set after the re-inspection;

[0041] In the picture frame, only the at least two live pictures that can be accommodated are displayed.

[0042] In a second aspect, the present invention further provides a device for improving the safety management system of a steel enterprise in a re-inspection scenario, which is used to implement the method for improving the safety management system of a steel enterprise in a re-inspection scenario described in the first aspect, and the device for improving the safety management system of a steel enterprise in a re-inspection scenario comprises:

[0043] At least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores instructions executable by the at least one processor, and the instructions are executed by the processor to execute the method for improving the safety management system of a steel enterprise in the re-inspection scenario described in the first aspect.

[0044] In a third aspect, the present invention further provides a non-volatile computer storage medium, wherein the computer storage medium stores computer executable instructions, which are executed by one or more processors to complete the method for improving the safety management system of a steel enterprise in the re-inspection scenario described in the first aspect.

[0045] In a fourth aspect, a chip is provided, comprising: a processor and an interface, for calling and running a computer program stored in a memory, and executing a method for improving the safety management system of a steel enterprise in a re-inspection scenario as in the first aspect.

[0046] In a fifth aspect, a computer program product comprising instructions is provided, which, when executed on a computer or a processor, enables the computer or the processor to execute a method for improving the safety management system of a steel enterprise in a re-inspection scenario as described in the first to fourth aspects and any one of the aspects.

[0047] In the sixth aspect, a system for improving the safety management system of an iron and steel enterprise in a re-inspection scenario is provided, including a device for improving the safety management system of an iron and steel enterprise in a re-inspection scenario as in the second aspect, and using the method for improving the safety management system of an iron and steel enterprise in a re-inspection scenario as described in the first aspect to complete the interaction of the device for improving the safety management system of an iron and steel enterprise in a re-inspection scenario as in the second aspect.

[0048] Different from the prior art, the present invention has at least the following beneficial effects:

[0049] The present invention organizes experts to collect a post-reinspection picture set of at least one re-inspection problem point according to a pre-reinspection report form on the basis of on-site investigation by experts, and generates an initial re-inspection form according to the pre-reinspection report form and the post-reinspection picture set; obtains rectification information of each re-inspection problem point filled in by the experts in the initial re-inspection form according to safety standards, and obtains a target re-inspection form, so as to facilitate the subsequent timely and complete determination of the re-inspection status of each re-inspection problem point, thereby ensuring that the effect of accident prevention and control can be maintained at a certain level, and combining the safety management experience of experts to improve the safety management efficiency of steel enterprises, and solves the problem that the efficiency of filling in re-inspection forms in the prior art is low, the generated target re-inspection forms are not easy to read, and the level of accident prevention and control effects is difficult to effectively continue. BRIEF DESCRIPTION OF THE DRAWINGS

[0050] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the following briefly introduces the drawings required for use in the embodiments of the present invention. Obviously, the drawings described below are only some embodiments of the present invention, and for ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0051] Figure 1 It is a flow chart of a method for improving the safety management system of a steel enterprise in a re-inspection scenario provided by an embodiment of the present invention;

[0052] Figure 2 is a flowchart of the first step 10 provided in an embodiment of the present invention;

[0053] Figure 3 is a schematic diagram of an initial report form provided by an embodiment of the present invention;

[0054] Figure 4 It is a schematic diagram of a column of information to be rectified in an initial report form provided by an embodiment of the present invention;

[0055] Figure 5 is a schematic diagram of a first intermediate report form provided by an embodiment of the present invention;

[0056] Figure 6 is a schematic diagram of a page of an intermediate report form provided by an embodiment of the present invention;

[0057] Figure 7 is a schematic diagram of the next page of an intermediate report form provided by an embodiment of the present invention;

[0058] Figure 8is a flow chart of step 103a provided by an embodiment of the present invention;

[0059] Fig. 9 is a schematic diagram of an initial re-examination form provided by an embodiment of the present invention;

[0060] Fig.10 It is a flow chart of another method for improving the safety management system of a steel enterprise in a re-inspection scenario provided by an embodiment of the present invention;

[0061] Fig.11 is a flow chart of the second step 10 provided in an embodiment of the present invention;

[0062] Fig.12 is a flow chart of the third step 10 provided in an embodiment of the present invention;

[0063] Fig.13 is a flow chart of step 20 provided in an embodiment of the present invention;

[0064] Fig.14 is a schematic diagram of a first intermediate re-examination form provided by an embodiment of the present invention;

[0065] Fig.15 is a schematic diagram of a live picture displayed in a form of covering the current interface provided by an embodiment of the present invention;

[0066] Fig.16 is a schematic diagram of a second intermediate re-examination form provided in an embodiment of the present invention;

[0067] Fig.17 is a schematic diagram of a third intermediate re-examination form provided in an embodiment of the present invention;

[0068] Fig.18 is a flow chart of step 205b provided in an embodiment of the present invention;

[0069] Fig.19 It is a schematic diagram of an intermediate re-examination form provided by an embodiment of the present invention;

[0070] Fig. 20 It is a schematic diagram of a question box of a re-examination question point 1 in an intermediate re-examination form provided by an embodiment of the present invention;

[0071] Fig.21 It is a folding schematic diagram of a question box of a re-examination question point 1 in a target re-examination form provided by an embodiment of the present invention;

[0072] Fig. 22 It is a schematic diagram of the expansion of a question box of a re-examination question point 1 in a target re-examination form provided by an embodiment of the present invention;

[0073] Fig.23 It is a schematic diagram of the architecture of a steel enterprise safety management system improvement device in a re-inspection scenario provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0074] In order to make the purpose, technical solution and advantages of the present invention more clearly understood, the present invention is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not intended to limit the present invention.

[0075] In order to make the purpose, technical solution and advantages of the present invention more clearly understood, the present invention is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not intended to limit the present invention.

[0076] Unless the context requires otherwise, throughout the specification and claims, the term "including" is to be interpreted as open inclusion, that is, "including, but not limited to". In the description of the specification, the terms "one embodiment", "some embodiments", "exemplary embodiments", "examples", "specific examples" or "some examples" and the like are intended to indicate that specific features, structures, materials or characteristics associated with the embodiment or example are included in at least one embodiment or example of the present disclosure. The schematic representation of the above terms does not necessarily refer to the same embodiment or example. In addition, the specific features, structures, materials or characteristics may be included in any one or more embodiments or examples in any appropriate manner, that is, although they may be carried in the embodiments or examples of the above terms due to reasons such as the order and position of appearance, it is not limited to that they can be carried in combination by one embodiment or example.

[0077] In the description of the present invention, it is necessary to understand that the terms "center", "up", "down", "front", "back", "left", "right", "vertical", "horizontal", "top", "bottom", "inside", "outside", etc., indicating orientations or positional relationships, are based on the orientations or positional relationships shown in the accompanying drawings, and are only for the convenience of describing the present disclosure and simplifying the description, and do not indicate or imply that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore should not be understood as a limitation on the present disclosure.

[0078] In the description of the present invention, the terms "first" and "second" are used only for descriptive purposes, and cannot be understood as indicating or implying relative importance or implicitly indicating the number of indicated technical features. Thus, the features defined as "first" and "second" may explicitly or implicitly include one or more of the features. In the description of the embodiments of the present disclosure, unless otherwise specified, the meaning of "multiple" is two or more. In addition, for example, the same type of nouns may be described as two independent individuals by adding "A" and "B" at the end. In this case, the corresponding features defined as "A" and "B" are only used to distinguish the same type of individuals for description purposes, and cannot be understood as indicating or implying relative importance or implicitly indicating the number of indicated technical features.

[0079] When describing some embodiments, the expressions "coupling", "coupling" and "connection" and their derivatives may be used. For example, when describing some embodiments, the term "connection" may be used to indicate that two or more components are in direct physical or electrical contact with each other. For another example, when describing some embodiments, the term "coupling" may be used to indicate that two or more components are in direct physical or electrical contact. However, the terms "connection" or "coupling" may also refer to two or more components that are not in direct contact with each other, but still cooperate or interact with each other, such as "optical path coupling", "wireless connection", etc. The embodiments disclosed herein are not necessarily limited to the contents of the present invention.

[0080] In the description of the present invention, the expression "A and / or B" (where A and B are used to formally represent specific characteristic contents) will be involved, and the corresponding expressions include the following three combinations: only A, only B, and a combination of A and B.

[0081] As used herein, "about," "substantially," or "approximately" includes the stated value and an average value that is within an acceptable range of deviation from the particular value as determined by one of ordinary skill in the art taking into account the measurements in question and the errors associated with the measurement of the particular quantity (i.e., the limitations of the measurement system).

[0082] Embodiment 1:

[0083] In order to solve the above problems, Figure 1 As shown, an embodiment of the present invention provides a method for improving the safety management system of a steel enterprise in a re-inspection scenario. According to the pre-re-inspection report form, experts are organized to collect a post-re-inspection picture set of at least one re-inspection problem point; then for the at least one re-inspection problem point, the method for improving the safety management system of a steel enterprise in the re-inspection scenario includes:

[0084] Step 10: Generate an initial re-examination form based on the pre-re-examination report form and the post-re-examination picture set.

[0085] Based on the many years of safety management experience of regulatory and law enforcement departments and steel enterprises, the embodiment of the present invention has established a comprehensive team of safety experts in the fields of metallurgical safety technology, production safety standardization management and intelligence; among them, the fields involved in metallurgical safety technology include sintering, coking, ironmaking, steelmaking, steel rolling, oxygen production and coal gas, etc.

[0086] The method for improving the safety management system of a steel enterprise under the re-inspection scenario of the embodiment of the present invention provides a systematic and scientific safety management solution. First, a team of safety experts goes to the site where the safety management project needs to be carried out, and the experts conduct on-site inspections of safety hazards in accordance with safety standards and their own experience, and determine the actual problems on site and the re-inspection problem points that need to be re-inspected. Among them, safety standards include laws and regulations, technical standards, normative documents and enterprise safety management standards. For example, the re-inspection problem point may be that the inlet and outlet of the cooling water of a vacuum medium frequency furnace are not equipped with a flow difference alarm device; the safety standard violated by the re-inspection problem point is Article 4 of the "Standards for Determining Major Production Safety Accident Hazards in the Industrial and Trade Industry", and the cooling water system of the medium frequency furnace should be equipped with an inlet and outlet water flow detection alarm device.

[0087] When determining the re-inspection problem points, experts are also required to collect a set of pre-re-inspection pictures that can reflect the re-inspection problem points based on their experience; for example, take on-site pictures of the cooling water inlet and outlet of the vacuum medium frequency furnace from different angles. The pre-re-inspection picture set includes at least three single-angle on-site pictures, each with a different angle; in an optional embodiment, the pre-re-inspection picture set of each re-inspection problem point may include six single-angle on-site pictures from different angles.

[0088] After a period of rectification, a team of safety experts went to the site of the project that required safety management again. During this re-inspection, the site was checked for safety hazards according to the re-inspection problem points in the pre-re-inspection report form.

[0089] The embodiment of the present invention also provides a digital safety management platform for the metallurgical industry, which is used to receive a collection of pre-reinspection pictures of the re-inspection problem points at the project site, generate an initial report form for experts to fill in the information to be rectified, and finally obtain a corresponding pre-reinspection report form. The generation process of the pre-reinspection report form will be described below.

[0090] The digital safety management platform for the metallurgical industry of the embodiment of the present invention is also used to generate an initial re-inspection form for experts to fill in rectification information based on the re-inspection picture set of the re-inspection problem points at the project site, and finally obtain the corresponding target re-inspection form. Among them, the rectification information refers to the description of the rectification of the re-inspection problem points by the experts when they go to the project site for re-inspection; for example, "rectified and meets the above safety standards"; the specific content of the rectification information is selected by technical personnel in this field according to the specific usage scenario and experience, and is not limited here.

[0091] Step 20: Obtain the rectification status information of each re-inspection problem point filled in by the expert in the initial re-inspection form according to the safety standard, and obtain a target re-inspection form, so as to determine the re-inspection status of at least one re-inspection problem point according to the target re-inspection form.

[0092] In the method for improving the safety management system of a steel enterprise under the re-inspection scenario of an embodiment of the present invention, after generating the initial re-inspection form, the experts compare the on-site pictures and safety standards, and fill in the rectification information for each re-inspection problem point, so as to finally generate a target re-inspection form for re-inspecting the site, so as to facilitate the relevant project personnel to confirm the re-inspection status of the site according to the target re-inspection form.

[0093] The present invention organizes experts to collect a post-reinspection picture set of at least one re-inspection problem point according to a pre-reinspection report form on the basis of on-site investigation by experts, and generates an initial re-inspection form according to the pre-reinspection report form and the post-reinspection picture set; obtains rectification information of each re-inspection problem point filled in by the experts in the initial re-inspection form according to safety standards, and obtains a target re-inspection form, so as to facilitate the subsequent timely and complete determination of the re-inspection status of each re-inspection problem point, thereby ensuring that the effect of accident prevention and control can be maintained at a certain level, and combining the safety management experience of experts to improve the safety management efficiency of steel enterprises, and solves the problem that the efficiency of filling in re-inspection forms in the prior art is low, the generated target re-inspection forms are not easy to read, and the level of accident prevention and control effects is difficult to effectively continue.

[0094] The following is an explanation of the process of generating the report form before re-inspection. Figure 2 As shown, before organizing experts to collect a post-re-inspection picture set of at least one re-inspection problem point according to the pre-re-inspection report form, it also includes:

[0095] Step 101a: Obtain at least one re-inspection problem point determined by experts in advance on site according to safety standards, and a collection of pre-re-inspection pictures of each re-inspection problem point.

[0096] Step 102a: Generate an initial report form based on the pre-re-examination picture set.

[0097] In an optional embodiment, after collecting the pre-reinspection picture set, the pre-reinspection picture set collected by the expert is stored in the corresponding database of the metallurgical industry digital safety management platform. Since the on-site pictures from different perspectives often have different reflections on the corresponding re-inspection problem points, the optimal perspective picture that can best reflect the re-inspection problem points in the pre-reinspection picture set is first determined. Figure 3 The figure shows a specific example of an initial report form. The initial report form is constructed according to the problem sequence number of the re-inspection problem point, and the optimal viewing angle picture is displayed in the corresponding on-site picture column, so that the expert can fill in the information to be rectified with reference to the optimal viewing angle picture.

[0098] Step 103a: Obtain the information to be rectified for each re-inspection problem point filled in by the expert in the initial report form according to the safety standard, and obtain a pre-re-inspection report form, so as to rectify the at least one re-inspection problem point according to the pre-re-inspection report form.

[0099] Specifically, the image collection before re-inspection can be stored in the database of the digital safety management platform for the metallurgical industry; Figure 3 As shown, when storing, the problem numbers can be arranged in the order of storage, and when the corresponding pictures are used later, the re-inspection problem points can be determined according to the naming rules of the problem numbers. The pre-re-inspection picture set of each re-inspection problem point can include 6 on-site pictures from different perspectives.

[0100] The priority model is used to determine the pre-reinspection display priority of each on-site picture in the pre-reinspection picture set; the on-site picture with the highest pre-reinspection display priority in the pre-reinspection picture set is determined as the optimal viewing angle picture. The re-inspection problem point and the pre-reinspection picture set of the re-inspection problem point are input into the trained priority model to obtain the pre-reinspection display priority of each on-site picture in the pre-reinspection picture set; for example, for on-site picture 1, on-site picture 2, on-site picture 3, on-site picture 4, on-site picture 5 and on-site picture 6 in the pre-reinspection picture set, when the pre-reinspection display priority of on-site picture 2 is the first, on-site picture 2 is used as the optimal viewing angle picture of the re-inspection problem point.

[0101] According to the problem number, a corresponding problem frame is constructed for each re-inspection problem point, and the optimal viewing angle image corresponding to the problem number is displayed in the problem frame to obtain an initial report form. Figure 3As shown in the figure, the problem frames are constructed for the re-inspection problem points with problem numbers 1, 2 and 3, and each problem frame includes a problem number column, a column for information to be rectified and a column for on-site pictures. Each problem number is displayed in the problem number column of the corresponding problem frame, and the optimal perspective picture of each re-inspection problem point is displayed in the on-site picture column of the corresponding problem frame to obtain an initial report form, so that when the expert fills in the information to be rectified in the column for information to be rectified, he can refer to the optimal perspective picture to fill in; on the one hand, as long as the re-inspection problem points for which on-site pictures have been collected will be presented in the initial report form to avoid missing the re-inspection problem points; on the other hand, the optimal perspective picture helps the expert quickly recall the specific on-site conditions of the corresponding re-inspection problem points.

[0102] Furthermore, after the image set before re-inspection is stored, in order to facilitate experts to fill in the information to be rectified, such as Figure 4 As shown, when the expert fills in the information to be rectified, the embodiment of the present invention will prompt the expert with the safety standards that may be applicable to the re-inspection problem points by displaying them in the information to be rectified column; on the one hand, it can remind the expert to pay attention to the relevant safety standards violated by the re-inspection problem points, so as to avoid the re-inspection problem points with irregular and incomplete safety standards in the report form before the re-inspection; on the other hand, it provides the expert with possible applicable safety standards, so that the expert does not need to remember all the relevant safety standards or consult the materials, but can select and fill them in completely and accurately, thereby improving the filling efficiency and convenience of the expert. For example, when the expert fills in the problem description part of the information to be rectified, since the problem description contains current keywords such as "cooling water system of the up-drawing continuous casting machine", the possible applicable safety standards are matched and displayed, such as "Article 7 of the "Standards for Determining Major Production Safety Accident Hazards in Industry and Commerce" (2017 Edition, Nonferrous Industry Part), the cooling water system of the up-drawing continuous casting machine should be equipped with an inlet and outlet water flow difference detection and alarm device"; in an optional embodiment, all possible applicable safety standards are displayed. If the expert determines that any of the regulations is applicable to the re-inspection problem point, the information to be rectified can be directly filled in with reference to the regulation without having to look for relevant safety standards.

[0103] In order to achieve the above process, the embodiment of the present invention pre-acquires the safety standards violated by the historical problem points, as well as the historical rectification information of the historical problem points. When the digital safety management platform for the metallurgical industry is used for the first time, the safety standards violated by the historical problem points are determined by experts based on their own experience; in an optional embodiment, the content contained in the historical rectification information (for example, the problem description) can be consistent with the information to be rectified for the re-inspection problem points that need to be filled in. Learn the keyword mapping relationship between the historical keywords of the historical rectification information and the safety standards violated by the historical problem points, and obtain a keyword model to facilitate the use of the keyword model. When the expert fills in the information to be rectified, the expert is prompted with optional safety standards. In an optional embodiment, a natural language processing model can be used to construct an untrained keyword model, and the untrained keyword model is trained using historical problem points, historical keywords, and safety standards violated by historical problem points as input training samples. During the training process, the keyword mapping relationship between the historical keywords determined by the experts and the corresponding safety standards is learned to obtain a trained keyword model.

[0104] When the expert fills in the problem description of the information to be rectified in the initial report form, at least one pre-reinspection keyword is extracted from the problem description. In an optional embodiment, a named entity recognition algorithm in natural language processing may be used to extract at least one pre-reinspection keyword from the sentence in the problem description. For each re-inspection problem point, since the expert often fills in the problem description first when filling in the corresponding information to be rectified, when the expert starts to fill in the problem description, the embodiment of the present invention immediately obtains the problem description content that has been filled in and extracts the pre-reinspection keywords from it. For example, Figure 5 As shown, when the expert has filled in the "Problem Description: Cooling water inlet of vacuum medium frequency furnace", the keyword "cooling water of medium frequency furnace" before re-inspection can be extracted.

[0105] Use the keyword model to match the pre-reinspection keywords to obtain at least one first candidate standard; and / or, use the current keyword to match the safety standard to obtain at least one second candidate standard. Among them, the first candidate standard and the second candidate standard are both safety standards that may be applicable to the pre-reinspection keywords. The embodiment of the present invention uses the keyword model for fuzzy matching to determine the safety standards that may be applicable. Specifically, there are the following ways: (1) Use the keyword model to match the pre-reinspection keywords to determine at least one first candidate standard. (2) Use the pre-reinspection keywords to match the safety standard to determine at least one second candidate standard. (3) Combine the first candidate standard and the second candidate standard to determine the safety standards that may be applicable. Among them, when using the keyword model to match the pre-reinspection keywords, the re-inspection problem point can be input into the trained keyword model to obtain the pre-reinspection keywords and the violated safety standards of the re-inspection problem point. In an optional embodiment, the corresponding category of safety standards can be obtained by matching the pre-reinspection keyword type from the database of hidden danger investigation and governance standard clauses of the digital safety management platform of the metallurgical industry.

[0106] Since the corresponding safety standards in the database may not necessarily contain the pre-recheck keywords, it is likely that only words with similar meanings or equivalent substitutes are involved. Directly using the pre-recheck keywords to match the corresponding safety standards in the database may not result in finding a match. In order to solve this problem, the embodiment of the present invention also combines historical problem points with historical keywords, etc., and uses a keyword model in a computer big data learning manner to perform matching based on keyword mapping relationships.

[0107] The at least one first alternative standard and / or the at least one second alternative standard are displayed to indicate the safety standards applicable to the re-inspection problem points; the expert refers to the at least one first alternative standard and / or the at least one second alternative standard to complete filling in the information to be rectified and obtain an intermediate report form. It should be noted that the at least one first alternative standard and / or the at least one second alternative standard are only the safety standards that may be applicable automatically generated by the embodiment of the present invention, and only play an auxiliary role in helping the expert fill in the information to be rectified. The expert can also fill in safety standards other than the alternative standards based on his or her own experience.

[0108] In the embodiment of the present invention, the expert is prompted with the possible applicable safety standards, and the expert fills in the problem description, cause analysis and rectification suggestions with reference to the corresponding prompts, which greatly improves the convenience of filling in the information to be rectified, and enables the expert to directly fill in the information to be rectified with reference to the prompts, thus avoiding the situation where the safety standards are filled in irregularly and incompletely as much as possible. Figure 5As shown, after the expert completes filling in the information to be rectified, an intermediate report form is obtained; each problem box in the intermediate report form includes: problem number, information to be rectified and optimal viewing angle picture.

[0109] According to the information to be rectified and the set of pictures before re-inspection, other on-site pictures are selectively added to the intermediate report form, or other on-site pictures are not added to the intermediate report form to obtain a report form before re-inspection.

[0110] When experts fill in the information to be rectified, the height of the text box occupied by the information to be rectified in the information to be rectified column will increase with the increase in the amount of text filled in, and the height of the on-site pictures (i.e., the optimal viewing angle pictures) in the on-site pictures column will also remain consistent with the corresponding text box height; therefore, in the intermediate report form, there will often be a large number of areas without pictures in the on-site pictures column.

[0111] When the information to be rectified exceeds a whole page, the corresponding optimal viewing angle image will only be displayed on one page, for example, Figure 6 As shown in the figure, the optimal viewing angle image a of the re-inspected problem point a is displayed on a certain page of the intermediate report form, such as Figure 7 As shown, in the corresponding next page, only the column for comments to be rectified has text content, while the column for on-site pictures is empty. If it is directly used as a pre-reinspection report form, when relevant personnel read the re-inspection problem point a in the pre-reinspection report form, they need to flip back and forth between the two pages to compare the optimal viewing angle picture a with the information to be rectified. In this case, it is very inconvenient to view the information to be rectified and it is easy to cause negligence or mistakes by relevant personnel.

[0112] To solve this problem, when the expert fills in the information to be rectified, the height of the text box occupied by the information to be rectified in the intermediate report form is determined. Since each re-inspection problem point corresponds to only one on-site picture (i.e., the best viewing angle picture), the height of the text in the information to be rectified column can be selected as the text box height. For example, Figure 7 As shown, the height of the text box occupied by the information to be corrected of the re-inspection problem point a+1 is x.

[0113] When the height of the text box is less than or equal to the picture height occupied by the optimal viewing angle picture, no other scene pictures are added to the intermediate report form to obtain the corresponding target report form. Among them, other scene pictures refer to: scene pictures other than the optimal viewing angle picture in the pre-reinspection picture set of the re-inspection problem point. For example, Figure 7As shown, the image height occupied by the optimal viewing angle image a+1 of the re-inspection problem point a+1 is y; since x and y are equal, there is no need to add the on-site image to the on-site image column of the re-inspection problem point a+1, and the content and format of the problem frame can be directly used as the problem frame of the re-inspection problem point a+1 in the target report form.

[0114] When the height of the text box is greater than the picture height occupied by the optimal viewing angle picture, a corresponding number of other on-site pictures are added to the intermediate report form according to the display priority before re-inspection, and the height of the text box is ensured to be greater than or equal to the picture height of all on-site pictures in the target report form, so as to obtain the corresponding target report form. Figure 6 and Figure 7 As shown, the text box height of the re-inspection problem point a is obviously greater than the picture height occupied by the optimal viewing angle picture a, so it is necessary to add a live picture to the live picture column of the re-inspection problem point a. The pre-reinspection picture set of the re-inspection problem point a includes live picture 1, live picture 2, live picture 3, live picture 4, live picture 5 and live picture 6. When live picture 2 is the optimal viewing angle picture a, the pre-reinspection display priority of the remaining live pictures is first obtained, specifically: the pre-reinspection display priority of live picture 1 is the fourth, the pre-reinspection display priority of live picture 3 is the third, the pre-reinspection display priority of live picture 4 is the second, the pre-reinspection display priority of live picture 5 is the fifth, and the pre-reinspection display priority of live picture 6 is the sixth; so the order of adding live pictures to the live picture column is: live picture 4, live picture 3, live picture 1, live picture 5 and live picture 6.

[0115] According to the order of addition, the number of the above scene pictures that can be accommodated in sequence by the height of the text box is calculated, and the scene pictures other than the optimal viewing angle picture a are added to the scene picture column. For example, the height 1 occupied by the optimal viewing angle picture a and scene picture 4 is calculated, the height 2 occupied by the optimal viewing angle picture a, scene picture 4 and scene picture 3 is calculated, the height 3 occupied by the optimal viewing angle picture a, scene picture 4, scene picture 3 and scene picture 1 is calculated, the height 4 occupied by the optimal viewing angle picture a, scene picture 4, scene picture 3, scene picture 1 and scene picture 5 is calculated, and the height 5 occupied by the optimal viewing angle picture a, scene picture 4, scene picture 3, scene picture 1, scene picture 5 and scene picture 6 is calculated; from height 1 to height 5, multiple scene pictures that are less than or equal to the text box height and closest to the text box height are determined, for example, when height 3 is less than or equal to the text box height, and height 4 is greater than the text box height, it is determined to display the optimal viewing angle picture a, scene picture 4, scene picture 3 and scene picture 1 in the scene picture column, so scene picture 4, scene picture 3 and scene picture 1 are added to the scene picture column. After adding, the corresponding pre-re-inspection report form is obtained. Since the on-site pictures in the embodiments of the present invention are often of the same size, the number of on-site pictures that can be accommodated by the text box height can also be obtained by directly dividing the text box height by the height of the on-site picture.

[0116] In order to facilitate the subsequent addition of on-site pictures in the post-reexamination picture set and to adapt the text box height as much as possible, when generating the pre-reexamination report form, the embodiment of the present invention reserves blank positions for the subsequent display of on-site pictures in the post-reexamination picture set, such as Figure 8 As shown, step 103a includes:

[0117] Step 1031: When the expert has completed filling in the information to be rectified, an intermediate report form is obtained, and the height of the text box occupied by the information to be rectified in the intermediate report form is determined.

[0118] Step 1032: According to the ratio of the pictures before and after the re-inspection and the height of the text box, determine the on-site pictures to be displayed in the pre-re-inspection picture set and the height of the post-re-inspection pictures reserved for the post-re-inspection picture set.

[0119] The height of the post-reinspection picture refers to the sum of the heights of the on-site pictures that need to be displayed in the set of all post-reinspection pictures for each reinspection problem point in the target reinspection table.

[0120] Before generating the pre-re-inspection report form, an expert determines the ratio of pictures before and after the re-inspection; wherein, the ratio of pictures before and after the re-inspection refers to: in the pre-re-inspection report form, the ratio of the number of on-site pictures required to be displayed in the pre-re-inspection picture set to the number of on-site pictures required to be displayed in the post-re-inspection picture set.

[0121] Step 1033: Add the corresponding on-site pictures in the pre-re-inspection picture set to the intermediate report form.

[0122] Step 1034: According to the height of the post-reinspection pictures, corresponding blank positions are reserved for the post-reinspection picture set in the intermediate report form to obtain the pre-reinspection report form, so as to facilitate the subsequent insertion of the on-site pictures in the post-reinspection picture set into the pre-reinspection report form to obtain the target re-inspection form.

[0123] like Fig. 9 As shown, an embodiment of the present invention provides a specific example of a pre-reinspection report form in which corresponding blank positions have been reserved, wherein the ratios of the pre- and post-reinspection pictures of the three re-inspection problem points are 1:1; when the on-site pictures in the post-reinspection picture set to be inserted are subsequently selected, the blank positions can be directly filled.

[0124] It should be noted that the report form before re-inspection only includes the on-site pictures in the picture set before re-inspection, and only by reserving blank positions can an insertion position be provided for the on-site pictures in the picture set after re-inspection that can be obtained later. After the re-inspection, after inserting the on-site pictures in the picture set after re-inspection into the on-site picture column of the report form before re-inspection, the height of the text box can still be kept consistent with the height of the on-site picture column, so that when relevant personnel read a certain re-inspection problem point in the target re-inspection form, there is no need to flip back and forth between the two pages.

[0125] In order to explain the process of determining the height of the on-site image and the image after re-inspection that need to be displayed in the image set before re-inspection, as shown in FIG. Fig.10 As shown, the step 1032 includes:

[0126] Step 201a: Determine the on-site pictures to be displayed in the pre-re-inspection picture set according to the pre-re-inspection display priority of each on-site picture in the pre-re-inspection picture set.

[0127] The on-site pictures to be displayed in the picture set before re-inspection can be determined in the manner of adapting to the text box height as described above.

[0128] Step 202a: Calculate the height average of all the on-site pictures in the pre-re-inspection picture set.

[0129] Step 203a: Based on the ratio of the pictures before and after the re-inspection and the number of on-site pictures required to be displayed in the picture set before the re-inspection, the number of on-site pictures required to be displayed in the picture set after the re-inspection is obtained.

[0130] For example, the ratio of pictures before and after re-inspection is: the number of on-site pictures required to be displayed in the picture set before re-inspection and the number of on-site pictures required to be displayed in the picture set after re-inspection is 3:1. The number of on-site pictures required to be displayed in the picture set before re-inspection is 3, and the number of on-site pictures required to be displayed in the picture set after re-inspection is 1.

[0131] Step 204a: The product of the height mean and the number of on-site pictures required to be displayed in the re-inspected picture set is determined as the re-inspected picture height.

[0132] Since the on-site pictures in the pre-re-inspection picture set can already reflect the situation of the re-inspection problem points well, the embodiment of the present invention takes the average value of the heights of the on-site pictures in the pre-re-inspection picture set as a reference to determine the height of the pictures after the re-inspection. The average value of the heights of the on-site pictures to be displayed in the pre-re-inspection picture set can also be taken as a reference.

[0133] The embodiment of the present invention combines the historical report form to determine the on-site pictures that need to be displayed in the picture set after the re-inspection. To illustrate the process, the following first describes the process of using the digital safety management platform for the metallurgical industry:

[0134] Before storing the pre-re-inspection picture set in the database, obtain the historical report forms of other projects, the historical picture sets of all historical problem points, and the historical display priority of each historical picture in the historical picture set. Among them, the historical problem points are found by experts when they conduct safety hazards on the site of the project, and the corresponding historical picture sets are collected while conducting the investigation. In an optional embodiment, when storing the historical picture set (i.e., the first use of the digital safety management platform for the metallurgical industry), the historical display priority of each historical picture is determined by the expert. The higher the historical display priority, the more it can reflect the corresponding historical problem point. For example, for a historical picture set of a historical problem point, the 6 historical pictures of different perspectives are: historical picture 1, historical picture 2, historical picture 3, historical picture 4, historical picture 5 and historical picture 6; the historical display priority of historical picture 1 is the fourth, the historical display priority of historical picture 2 is the first, the historical display priority of historical picture 3 is the third, the historical display priority of historical picture 4 is the second, the historical display priority of historical picture 5 is the fifth, and the historical display priority of historical picture 6 is the sixth. The historical report form is finally generated by the expert after conducting a safety hazard investigation on the site of the project based on the historical picture set.

[0135] Before storing the pre-review image collection in the database, Fig.11 As shown, before step 10, the following steps are included:

[0136] Step 101b: pre-acquire a set of historical pictures of historical problem points; wherein the set of historical pictures includes at least three historical pictures with different viewing angles.

[0137] Step 102b: learning the priority mapping relationship between the historical display priority of the historical picture and the historical problem point, and obtaining a priority model, so as to use the priority model to determine the optimal viewing angle picture.

[0138] In an optional embodiment, since historical pictures from different perspectives in a historical picture collection often reflect historical problem points to different degrees, after the experts determine the corresponding historical display priorities, the embodiment of the present invention uses image recognition algorithms such as target detection to construct an untrained priority model, and uses historical problem points, historical picture collections of historical problem points, and historical display priorities corresponding to historical picture collections as input training samples to train the untrained priority model. During the training process, the priority mapping relationship between the historical display priorities determined by experts and the historical problem points is learned to obtain a trained priority model.

[0139] In order to explain the process of determining the on-site pictures to be displayed in the picture set after re-inspection, Fig.12 As shown, the step 10 includes:

[0140] Step 101c: storing a set of re-inspected pictures of the at least one re-inspected problem point respectively according to the problem sequence number of the at least one re-inspected problem point; wherein the set of re-inspected pictures includes at least three on-site pictures from different perspectives.

[0141] In an optional embodiment, the re-inspected picture set can be stored in the database of the metallurgical industry digital safety management platform; when storing, the problem numbers can be arranged in the storage order, and when the corresponding pictures are used later, the re-inspected problem points can be determined according to the naming rules of the problem numbers. The re-inspected picture set of each re-inspected problem point can contain 6 on-site pictures from different perspectives.

[0142] Step 102c: using the priority model, determine the current display priority of each on-site picture in the re-inspected picture set.

[0143] The re-inspection problem points and the re-inspection picture sets of the re-inspection problem points are input into the trained priority model to obtain the current display priority of each on-site picture in the re-inspection picture set; for example, on-site picture 1, on-site picture 2, on-site picture 3, on-site picture 4, on-site picture 5 and on-site picture 6 in the re-inspection picture set.

[0144] Step 103c: According to the number of on-site pictures required to be displayed in the post-re-inspection picture set and the current display priority, add the on-site pictures required to be displayed in the post-re-inspection picture set to the blank positions reserved in the pre-re-inspection report form to obtain the initial re-inspection form.

[0145] In an optional embodiment, in the pre-re-inspection report form, the problem number of the re-inspection problem point and the on-site picture column in the problem frame corresponding to the problem number are determined. Each problem number is displayed in the problem number column of the corresponding problem frame, and the on-site picture required to be displayed in the post-re-inspection picture set of each re-inspection problem point is displayed in the on-site picture column of the corresponding problem frame to obtain an initial re-inspection form.

[0146] In another optional embodiment, the scene pictures required to be displayed in the re-inspected picture set can also be determined according to the degree difference of each scene picture in the re-inspected picture set reflecting the re-inspected problem point. In the embodiment of the present invention, the trained target detection model can be used to first extract the features that best reflect the re-inspected problem point in each scene picture, and then the trained similarity model and / or classification model can be used to compare the degree difference of each scene picture in the same multi-view picture set reflecting the same re-inspected problem point, so as to obtain the scene pictures required to be displayed in the re-inspected picture set according to the degree difference that can reflect the re-inspected problem point from large to small, and the number of scene pictures required to be displayed in the re-inspected picture set. Among them, the target detection model, the similarity model and the classification model can all be trained using the historical picture set of historical problem points. The task of the target detection model is to learn to extract the features that best reflect the re-inspected problem point from the scene pictures, and return the coordinates of the corresponding image area; the task of the similarity model and / or the classification model is to find the difference between the scene pictures in the re-inspected set pictures and the scene pictures in the pre-inspected set pictures, and sort the scene pictures corresponding to the different degrees of difference.

[0147] In the process of obtaining the target re-examination form, the embodiment of the present invention also provides a solution for the expert to actively adjust the on-site picture, such as Fig.13 As shown, the step 20 includes:

[0148] Step 201b: When the expert has completed filling in the rectification information of the re-inspection problem points in the initial re-inspection form, an intermediate re-inspection form is generated; wherein the intermediate re-inspection form includes a question frame for the at least one re-inspection problem point, each of the question frames includes a corresponding picture frame, and the picture frame is used to display the on-site picture added to the intermediate re-inspection form.

[0149] The embodiment of the present invention can allow an expert to actively select the on-site picture to be displayed in the on-site picture column based on experience at any time point before obtaining the target re-inspection form; wherein, since the optimal viewing angle picture is automatically generated by the embodiment of the present invention based on the historical report form, when the expert selects the on-site picture to be displayed in the on-site picture column, it is not necessary to select the optimal viewing angle picture in the pre-re-inspection picture set, so the on-site picture column does not necessarily contain the optimal viewing angle picture of the re-inspection problem point.

[0150] In an optional embodiment, the Nth on-site picture in the pre-reinspection picture set of re-inspection problem point 1 is numbered as "1-1-N", the Nth on-site picture in the post-reinspection picture set of re-inspection problem point 1 is numbered as "1-2-N", and so on. Fig.14 The shown figure is a specific example of an intermediate report form, where the picture frame is the range used by the on-site pictures in the on-site picture column, for example, the picture frame of the re-inspection problem point 1 is the range occupied by on-site pictures 1-1-1 and 1-2-3, and the picture frame of the re-inspection problem point 2 is the range occupied by on-site pictures 2-1-1, 2-1-2, 2-2-3 and 2-2-4.

[0151] Step 202b: When the expert clicks on any on-site picture in the picture frame of the re-inspection problem point in the intermediate re-inspection form, a shadow interface pops up and is displayed in the form of an interface covering the intermediate re-inspection form; an optional picture window and a magnified window are displayed on the shadow interface.

[0152] For example, when the expert clicks on the scene picture 1-2-3 in the intermediate report form, Fig.15 As shown, the interface of the intermediate report form jumps to the shadow interface through the on-site picture 1-2-3. The optional picture window on the shadow interface is used to display all the on-site pictures in the re-inspection picture set of the re-inspection problem point 1 to which the on-site picture 1-2-3 belongs (i.e., on-site picture 1-2-1 to on-site picture 1-2-6). The enlarged window on the shadow interface is used to display an enlarged version of a certain on-site picture in the re-inspection picture set.

[0153] Step 203b: Obtain the pre-re-inspection picture set and the post-re-inspection picture set corresponding to the on-site picture clicked in the picture frame; display all the on-site pictures in the pre-re-inspection picture set and / or the post-re-inspection picture set in the optional picture window; when the expert clicks on any on-site picture in the optional picture window, display the corresponding on-site picture in an enlarged form in the enlarged window.

[0154] In order to display the corresponding on-site pictures in the optional picture window and the enlarged window, first obtain all the on-site pictures in the re-inspection picture set corresponding to the on-site picture 1-2-3; in an optional embodiment, the thumbnails of the obtained on-site pictures are displayed in the optional picture window by sliding up and down, and the visible on-site pictures on the current interface are on-site picture 1-2-1, on-site picture 1-2-2, on-site picture 1-2-3, on-site picture 1-2-4 and on-site picture 1-2-5. When the expert clicks on the scroll bar on the right side of the optional picture window and drags it down to the bottom, the visible on-site picture is on-site picture 1-2-6.

[0155] When the expert does not click on any on-site picture in the optional picture window, the first on-site picture in the picture set before re-inspection can be displayed in the enlarged window by default; when the expert clicks on-site picture 1-2-2 in the optional picture window, the on-site picture 1-2-2 will be displayed in an enlarged form in the enlarged window.

[0156] Step 204b: When the expert selects any on-site picture in the optional picture window, the expert returns to the interface of the intermediate review form from the shadow interface, obtains the on-site picture selected in the optional picture window, and replaces the on-site picture clicked in the picture frame with the obtained on-site picture; and / or, when the expert selects any on-site picture in the optional picture window and drags it out of the range of the optional picture window, the expert returns to the interface of the intermediate review form from the shadow interface, obtains the dragged on-site picture, and adds the obtained on-site picture to the picture frame.

[0157] In an optional embodiment, when the expert needs to replace the on-site picture in the picture frame, he can select the on-site picture by double-clicking a certain on-site picture in the optional picture window. For example, since the expert jumps to the shadow interface through the on-site picture 1-2-3, when the expert needs to replace the on-site picture 1-2-3, he can select the on-site picture 1-2-2 used to replace the on-site picture 1-2-3 by double-clicking in the optional picture window, and then the shadow interface of the embodiment of the present invention disappears, and returns to the interface of the intermediate report form, and at the same time obtains the on-site picture 1-2-3 (or obtains the index of the on-site picture 1-2-3, etc.), and then uses the on-site picture 1-2-2 to replace the on-site picture 1-2-3 in the intermediate report form, and adaptively adjusts the height of the picture frame of the re-inspection problem point 1 to fully display the on-site picture 1-2-2 in the intermediate report form. The problem frame of the re-inspection problem point 1 in the replaced intermediate report form is as follows: Fig.16 shown.

[0158] In an optional embodiment, when the expert needs to add other live pictures in the optional picture window to the picture frame, he can click on a live picture in the optional picture window and drag it outside the range in the optional picture window to select the live picture and add it to the corresponding picture frame; wherein the other live pictures refer to the live pictures other than those already displayed in the picture frame. For example, since the expert jumps to the shadow interface through the on-site picture 1-2-3, when the expert needs to add the on-site picture 1-2-4 to the picture frame where the on-site picture 1-2-3 is located, the expert can click on the on-site picture 1-2-4 in the optional picture window and drag it out of the range in the optional picture window. Then the shadow interface of the embodiment of the present invention disappears, and the expert returns to the interface of the intermediate report form, and at the same time obtains the on-site picture 1-2-4 (or obtains the index of the on-site picture 1-2-4, etc.), and then adds the on-site picture 1-2-4 to the picture frame after the on-site picture 1-2-3, and adaptively adjusts the height of the picture frame of the re-inspection problem point 1 to fully display the on-site picture 1-2-4 in the intermediate report form. The problem frame of the re-inspection problem point 1 in the intermediate report form after the addition is as follows. Fig.17 shown.

[0159] Step 205b: According to the text frame height occupied by the information to be rectified and the rectification status information of the re-inspection problem points, the picture frame is adaptively adjusted to obtain a corresponding target re-inspection table.

[0160] Specifically, in order to explain the process of adjusting the picture frame, Fig.18 As shown, step 205b includes:

[0161] Step 2051: Determine the height of the text boxes occupied by the information to be rectified and the rectification status information in the intermediate re-inspection form.

[0162] Step 2052: Determine at least two on-site pictures that can be accommodated by the text box height according to the ratio of pictures before and after re-inspection, the order of on-site pictures to be displayed in the picture set before re-inspection in the intermediate re-inspection table, and the order of on-site pictures to be displayed in the picture set after re-inspection; wherein the at least two on-site pictures include at least one on-site picture to be displayed in the picture set before re-inspection, and at least one on-site picture to be displayed in the picture set after re-inspection.

[0163] In the target re-examination table, the embodiment of the present invention displays a scene picture in the picture set before re-examination and a scene picture in the picture set after re-examination respectively according to the ratio of the pictures before and after re-examination, under the premise of adapting the text box height as much as possible. Fig.17As shown, the ratio of pictures before and after the re-inspection is: the number of on-site pictures required to be displayed in the pre-re-inspection picture set and the number of on-site pictures required to be displayed in the post-re-inspection picture set is 1:1, then the on-site picture with the first display priority before the re-inspection in the pre-re-inspection picture set is determined, and the on-site picture with the first current display priority in the post-re-inspection picture set is determined. For another example, the ratio of pictures before and after the re-inspection is: the number of on-site pictures required to be displayed in the pre-re-inspection picture set and the number of on-site pictures required to be displayed in the post-re-inspection picture set is 3:1, then the on-site pictures with the top three display priorities before the re-inspection in the pre-re-inspection picture set are determined, and the on-site picture with the first current display priority in the post-re-inspection picture set is determined.

[0164] like Fig.19 The figure shows a specific example of an intermediate report form after the expert adds or replaces the scene pictures. The order of the scene pictures in the intermediate report form is: scene picture 3-1, scene picture 3-2, scene picture 3-3 and scene picture 3-4. Since the order is specified by the expert, there is no need to refer to the current display priority of each scene picture, and only the order currently displayed in the picture grid is obtained; the embodiment of the present invention needs to calculate the picture grid height adapted to the text box height according to the text box height and the order in which each scene picture is currently displayed in the picture grid.

[0165] In an optional embodiment, the height m occupied by the scene picture 3-1 is calculated, the height n occupied by the scene picture 3-1 and the scene picture 3-2 in total is calculated, the height o occupied by the scene picture 3-3 in total is calculated, and the height u occupied by the scene picture 3-3 and the scene picture 3-4 in total is calculated; from "height m+height o", "height n+height o", "height m+height u" and "height n+height u", at least two scene pictures that are less than or equal to the text box height and closest to the text box height are determined, for example, when "height m+height o" is less than or equal to the text box height and "height m+height u" is greater than the text box height, it is determined to display the scene picture 3-1 and the scene picture 3-3 in the scene picture column. Since the on-site pictures in the embodiments of the present invention are often of the same size, the number of on-site pictures that can be accommodated in the text box height can be obtained by directly dividing the height of the text box by the height of the on-site picture, and the number is divided by two to obtain the number of on-site pictures in the pre-reinspection picture set or the post-reinspection picture set to be displayed. Then, according to the arrangement order of the on-site pictures belonging to the pre-reinspection picture set in the on-site picture column, a corresponding number of on-site pictures are selected in sequence starting from the first picture as the first on-site picture displayed in the on-site picture column; and according to the arrangement order of the on-site pictures belonging to the post-reinspection picture set in the on-site picture column, a corresponding number of on-site pictures are selected in sequence starting from the first picture as the second on-site picture displayed in the on-site picture column.

[0166] Step 2053: In the picture frame, only the at least two live pictures that can be accommodated are displayed.

[0167] like Fig.19 As shown, the question frame of the re-examination question point 1 in the target re-examination table is obtained. In the case where the displayed on-site picture is selected and / or adjusted by the expert, the picture frame may not be able to adapt to the height of the text frame. In an optional embodiment, a function key can be set within the corresponding question frame range, and the function key can realize one-key expansion of the undisplayed on-site picture. The expanded question frame is as shown in FIG. Fig. 20 as shown; Fig.21 As shown, when not expanded, the function key displays a plus sign; when expanded, the function key displays a minus sign.

[0168] The pre-re-inspection report form and the target re-inspection form in the embodiment of the present invention both refer to electronic forms, and in actual use, they often need to be printed as paper forms; in an optional embodiment, the plus sign of the function key is also displayed in the paper form, thereby improving the convenience of relevant personnel in reading the form. When the relevant personnel are flipping through the paper form, they can know through the plus sign at the function key position that not all on-site pictures are displayed here, and then they can use the electronic form to view all on-site pictures of the re-inspection problem points.

[0169] In an optional embodiment, since there may be a situation where the text box height of some information columns to be rectified is smaller than the height of any on-site picture; at this time, the embodiment of the present invention can use the trained target detection model to first extract the features that best reflect the re-inspection problem points in each on-site picture, and then use the trained similarity model and / or classification model, etc. to compare the degree of difference in reflecting the same re-inspection problem points in each on-site picture in the same multi-perspective picture set, so as to determine the longitudinal coordinates of the image area that best reflects the re-inspection problem points in the on-site picture to be displayed; and according to the longitudinal coordinates, the on-site picture to be displayed is vertically cropped, so that the cropped on-site picture can adapt to the text box height as much as possible.

[0170] It should be noted that the generation process of the pre-reexamination report form and the target reexamination form in the embodiment of the present invention is basically the same. Those skilled in the art can combine the relevant steps of generating the pre-reexamination report form with the relevant steps of generating the target reexamination form according to the actual application scenario.

[0171] like Fig. 22As shown, the improvement of the safety management system of steel enterprises under the re-inspection scenario of the embodiment of the present invention also provides a "1+2+3+N" safety management standard process. Among them, "1" refers to the establishment of a team of safety experts. "2" refers to the construction of a digital safety management platform for the metallurgical industry and a digital safety risk management platform for steel enterprises; the digital safety management platform for the metallurgical industry can include a safety regulations and standards resource database, a database for generating safety accident cases, an electronic training course and assessment resource database, a hazard source analysis example resource database, a hidden danger investigation and treatment standard clause basis database, and a comprehensive safety management system tool / module resource database; the digital safety risk management platform for steel enterprises is mainly based on the national regulatory requirements such as the metallurgical industry's production safety laws and regulations, technical standards, etc., focusing on the entire production process of steel enterprises, with the full-process production safety management elements as the main body, to build a safety risk management platform covering production safety information management, key process equipment operation monitoring data, key equipment and key area monitoring, regional safety risk dynamic assessment and early warning, and operator violation monitoring and alarm as the characteristics of intelligent means of safety risk management for steel enterprises. "3" refers to three application tools, which are based on intelligent technology to design the safety development index assessment tool, the full-staff safety performance assessment tool and the employee behavior safety assessment tool. "N" refers to using the above three application tools to analyze whether the project site meets the requirements of production safety standardization in N special safety management modules; special safety management modules can include production safety standardization modules, stakeholder safety modules, team safety standardization modules, environmental protection facility safety modules, etc.

[0172] Embodiment 2:

[0173] like Fig.23 , is a schematic diagram of the structure of the steel enterprise safety management system improvement device in the re-inspection scenario of an embodiment of the present invention. The steel enterprise safety management system improvement device in the re-inspection scenario of this embodiment includes one or more processors 21 and a memory 22. Among them, Fig.23 A processor 21 is taken as an example.

[0174] The processor 21 and the memory 22 may be connected via a bus or other means. Fig.23 The example of connecting through bus is taken in the following.

[0175] The memory 22 is a non-volatile computer-readable storage medium that can be used to store non-volatile software programs and non-volatile computer executable programs, such as the method for improving the safety management system of a steel enterprise in a re-inspection scenario in this embodiment. The processor 21 executes the method for improving the safety management system of a steel enterprise in a re-inspection scenario by running the non-volatile software programs and instructions stored in the memory 22.

[0176] The memory 22 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one disk storage device, a flash memory device, or other non-volatile solid-state storage devices. In some embodiments, the memory 22 may optionally include a memory remotely arranged relative to the processor 21, and these remote memories may be connected to the processor 21 via a network. Examples of the above-mentioned network include, but are not limited to, the Internet, an intranet, a local area network, a mobile communication network, and combinations thereof.

[0177] The program instructions / modules are stored in the memory 22, and when executed by the one or more processors 21, the method for improving the safety management system of a steel enterprise in the re-inspection scenario in the above embodiment is executed, for example, the above described Figure 1-Figure 2 , Figure 8 , Figure 10-13 and Fig.18 The steps shown.

[0178] An embodiment of the present invention further provides a non-volatile computer storage medium, wherein the computer storage medium stores computer executable instructions, and the computer executable instructions are executed by one or more processors, such as Fig.23 A processor 21 can enable the above one or more processors to execute the method for improving the safety management system of a steel enterprise in a re-inspection scenario in a specific embodiment of the present invention, for example, to execute the above-described Figure 1-Figure 2 , Figure 8 , Figure 10-13 and Fig.18 The various steps can also be achieved Fig.23 The various modules and units described above; or the method for improving the safety management system of a steel enterprise under the re-inspection scenario in the specific embodiment of the present invention, for example, the method described above Figure 1-Figure 2 , Figure 8 , Figure 10-13 and Fig.18 The steps shown can also be implemented Fig.23 The various modules and units described.

[0179] It is worth noting that the information interaction, execution process, etc. between the modules and units within the above-mentioned devices and systems are based on the same concept as the processing method embodiment of the present invention. The specific contents can be found in the description of the method embodiment of the present invention and will not be repeated here.

[0180] A person skilled in the art may understand that all or part of the steps in the various methods of the embodiments may be completed by instructing related hardware through a program, and the program may be stored in a computer-readable storage medium, and the storage medium may include: a read-only memory (ROM), a random access memory (RAM), a disk or an optical disk, etc.

[0181] The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the protection scope of the present invention.

Claims

1. A method for improving the safety management system of a steel enterprise under a re-inspection scenario, characterized in that: Organize experts to collect a collection of post-re-inspection pictures of at least one re-inspection problem point according to the pre-re-inspection report form; For the at least one re-inspection problem point, the method for improving the safety management system of a steel enterprise in the re-inspection scenario includes: Generate an initial re-examination form according to the pre-re-examination report form and the post-re-examination picture set; Obtain the rectification status information of each re-inspection problem point filled in by the expert in the initial re-inspection form according to the safety standard, and obtain a target re-inspection form, so as to determine the re-inspection status of at least one re-inspection problem point according to the target re-inspection form.

2. The method for improving the safety management system of a steel enterprise under the re-inspection scenario according to claim 1 is characterized in that: Before organizing experts to collect a post-re-inspection picture set of at least one re-inspection problem point according to the pre-re-inspection report form, the method further includes: Obtain at least one re-inspection problem point determined by experts on site in advance according to safety standards, and a collection of pre-re-inspection pictures of each re-inspection problem point; Generating an initial report form based on the pre-reexamination picture set; Obtain the information to be rectified for each re-inspection problem point filled in by the expert in the initial report form according to the safety standard, and obtain a pre-re-inspection report form, so as to rectify the at least one re-inspection problem point according to the pre-re-inspection report form.

3. The method for improving the safety management system of a steel enterprise under the re-inspection scenario according to claim 2 is characterized in that: The obtaining of the information to be rectified for each of the re-inspection problem points filled in by the expert in the initial report form according to the safety standard, and obtaining the pre-re-inspection report form includes: When the expert has completed filling in the information to be rectified, an intermediate report form is obtained, and the height of the text box occupied by the information to be rectified in the intermediate report form is determined; According to the ratio of the images before and after the re-inspection and the height of the text box, determine the on-site images to be displayed in the pre-re-inspection image set and the height of the post-re-inspection images reserved for the post-re-inspection image set; Adding the corresponding on-site pictures in the pre-re-inspection picture set to the intermediate report form; According to the height of the post-reinspection pictures, corresponding blank positions are reserved for the post-reinspection picture set in the intermediate report form to obtain the pre-reinspection report form, so as to facilitate the subsequent insertion of on-site pictures in the post-reinspection picture set into the pre-reinspection report form to obtain the target reinspection form.

4. The method for improving the safety management system of a steel enterprise under the re-inspection scenario according to claim 3 is characterized in that: Before generating the pre-re-examination report form, the ratio of the pre-re-examination pictures to the post-re-examination pictures is determined by an expert; wherein the pre-re-examination picture ratio refers to: in the pre-re-examination report form, the ratio of the number of on-site pictures required to be displayed in the pre-re-examination picture set to the number of on-site pictures required to be displayed in the post-re-examination picture set; The determining of the on-site pictures to be displayed in the pre-re-inspection picture set and the post-re-inspection picture height reserved for the post-re-inspection picture set according to the ratio of the pictures before and after the re-inspection and the height of the text box includes: Determining the on-site pictures to be displayed in the pre-re-inspection picture set according to the pre-re-inspection display priority of each on-site picture in the pre-re-inspection picture set; Calculate the height average of all the on-site images in the pre-re-inspection image set; Based on the ratio of the pictures before and after the re-examination and the number of on-site pictures required to be displayed in the picture set before the re-examination, the number of on-site pictures required to be displayed in the picture set after the re-examination is obtained; The product of the height mean and the number of on-site pictures required to be displayed in the re-inspected picture set is determined as the re-inspected picture height.

5. The method for improving the safety management system of a steel enterprise under the re-inspection scenario according to claim 1 is characterized in that: Before generating the initial re-examination form according to the pre-re-examination report form and the post-re-examination picture set, the method includes: Pre-acquire a set of historical pictures of historical problem points; wherein the set of historical pictures includes at least three historical pictures with different viewing angles; The priority mapping relationship between the historical display priority of the historical picture and the historical problem point is learned to obtain a priority model, so as to use the priority model to determine the optimal viewing angle picture.

6. The method for improving the safety management system of a steel enterprise under the re-inspection scenario according to claim 5 is characterized in that: The generating of the initial re-examination form according to the pre-re-examination report form and the post-re-examination picture set comprises: According to the problem sequence number of the at least one re-inspection problem point, a set of re-inspection pictures of the at least one re-inspection problem point is stored respectively; wherein the set of re-inspection pictures includes at least three on-site pictures from different perspectives; Using the priority model, determining the current display priority of each on-site picture in the re-inspected picture set; According to the number of on-site pictures required to be displayed in the post-re-inspection picture set and the current display priority, the on-site pictures required to be displayed in the post-re-inspection picture set are added to the blank positions reserved in the pre-re-inspection report form to obtain the initial re-inspection form.

7. The method for improving the safety management system of a steel enterprise under a re-inspection scenario according to claim 1 is characterized in that: The obtaining of the rectification information of each re-inspection problem point filled in by the expert in the initial re-inspection form according to the safety standard to obtain the target re-inspection form includes: When the expert completes the rectification information of the re-inspection problem points in the initial re-inspection form, an intermediate re-inspection form is generated; wherein the intermediate re-inspection form includes a question grid of the at least one re-inspection problem point, each of the question grids includes a corresponding picture grid, and the picture grid is used to display the on-site picture added to the intermediate re-inspection form; When the expert clicks on any on-site picture in the picture frame of the re-inspection problem point in the intermediate re-inspection form, a shadow interface pops up and is displayed in the form of an interface covering the intermediate re-inspection form; an optional picture window and an enlarged window are displayed on the shadow interface; Obtaining a pre-re-inspection picture set and a post-re-inspection picture set corresponding to the scene picture clicked in the picture frame; displaying all scene pictures in the pre-re-inspection picture set and / or the post-re-inspection picture set in the optional picture window; when the expert clicks on any scene picture in the optional picture window, displaying the corresponding scene picture in an enlarged form in the enlarged window; When the expert selects any on-site picture in the optional picture window, the expert returns to the interface of the intermediate review form from the shadow interface, obtains the on-site picture selected in the optional picture window, and replaces the on-site picture clicked in the picture frame with the obtained on-site picture; and / or, when the expert selects any on-site picture in the optional picture window and drags it out of the range of the optional picture window, the expert returns to the interface of the intermediate review form from the shadow interface, obtains the dragged on-site picture, and adds the obtained on-site picture to the picture frame; According to the text box height occupied by the information to be rectified and the rectification status information of the re-inspection problem points, the picture frame is adaptively adjusted to obtain a corresponding target re-inspection table.

8. The method for improving the safety management system of a steel enterprise under the re-inspection scenario according to claim 7 is characterized in that: According to the text box height occupied by the information to be rectified and the rectification status information of the re-inspection problem point, the picture frame is adaptively adjusted to obtain the corresponding target re-inspection table including: Determine the height of the text box occupied by the information to be rectified and the rectification status information in the intermediate re-inspection form; Determine at least two on-site pictures that can be accommodated by the height of the text box according to the ratio of the pictures before and after the re-inspection, the order of the on-site pictures to be displayed in the picture set before the re-inspection in the intermediate re-inspection table, and the order of the on-site pictures to be displayed in the picture set after the re-inspection; wherein the at least two on-site pictures include at least one on-site picture to be displayed in the picture set before the re-inspection, and at least one on-site picture to be displayed in the picture set after the re-inspection; In the picture frame, only the at least two live pictures that can be accommodated are displayed.

9. A device for improving the safety management system of a steel enterprise under a re-inspection scenario, characterized in that: The device for improving the safety management system of a steel enterprise under the re-inspection scenario includes at least one processor and a memory, wherein the at least one processor and the memory are connected via a data bus, and the memory stores instructions that can be executed by the at least one processor, and after being executed by the processor, the instructions are used to implement the method for improving the safety management system of a steel enterprise under the re-inspection scenario described in any one of claims 1-8.

10. A non-volatile computer storage medium, characterized in that: The computer storage medium stores computer executable instructions, and the computer executable instructions are executed by one or more processors to complete the method for improving the safety management system of a steel enterprise in the re-inspection scenario described in any one of claims 1-8.

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