Informatization management method and system for water conservancy project

Abstract

The invention provides an informatization management method and system for a water conservancy project, and belongs to the technical field of informatization management. The method comprises the following steps: firstly, determining first estimated progress information of each first component in a first water conservancy project, establishing a target BIM model of the first water conservancy project according to the first estimated progress information, and then determining the first water conservancy project according to first working area data of each working point of the first water conservancy project, first monitoring data of each worker and the target BIM model. And determining first progress information of each first component according to the first progress information of the first component, further determining danger information possibly occurring in the current work progress, and further adjusting a work strategy according to potential dangers. Through the technical scheme of the invention, the progress information of the first component can be pre-estimated through the pre-established target BIM model, so that the potential risk is predicted, and the working strategy is finely adjusted to avoid the occurrence of the potential risk.

Description

Technical Field

[0001] The present invention belongs to the technical field of information management, and particularly relates to an information management method and system for water conservancy projects. Background Art

[0002] Information management has always been the focus and difficulty of water conservancy scientific research projects. Usually, real-time monitoring of each work process is required. However, in the prior art, real-time monitoring can only be completed through manual inspections, and potential risk factors in work operations cannot be accurately predicted. Summary of the Invention

[0003] The purpose of the present invention is to provide an information management method and system for water conservancy projects to solve the technical problem that potential risk factors in work operations cannot be accurately predicted in the prior art.

[0004] An information management method for water conservancy projects, the method comprising: S1: Determine the first estimated progress information of each first component in the first water conservancy project, and establish a target BIM model of the first water conservancy project according to the first estimated progress information; S2: Determine the first progress information of each first component according to the first working area data of each work point in the first water conservancy project, the first monitoring data of each staff member, and the target BIM model; S3: Determine the first risk information according to the first working area data, the first monitoring data, and the first progress information; S4: Generate a first work adjustment strategy according to the first progress information and the first risk information.

[0005] Preferably, the S1 includes the following sub-steps: S11: Obtain the first geometric information of the first building included in the first water conservancy project, multiple first component position information, and multiple first building material information; S12: Generate a first BIM model according to the first geometric information, multiple first component position information, and multiple first building material information; S13: Input the first geometric information, multiple first component position information, and multiple first building material information into a work progress prediction model to obtain the first estimated progress information corresponding to each first component; S14: Add each first estimated progress information to the first BIM model to obtain a target BIM model.

[0006] Preferably, the S2 includes the following sub-steps: S21: Determine the first monitoring object and the first monitoring time interval according to the first working sequence information and the first estimated progress information of each of the first components; S22: Obtain the first working area data and the first monitoring data corresponding to the first monitoring object at the first monitoring time interval; S23: Determine the first progress information of each of the first components according to the first monitoring object, the first working area data, the first monitoring data, and the target BIM model.

[0007] Preferably, the S3 includes the following sub-steps: S31: Determine multiple potential risk factors according to the first progress information; S32: Input the first working area data, the first monitoring data, and the multiple potential risk factors into the first risk information determination model to obtain the first risk information.

[0008] Preferably, the first water conservancy project includes one of a dam, a reservoir, a canal, an irrigation system, a drainage system, and a flood control dike.

[0009] Preferably, the first geometric information refers to the shape information of the first building, the first component position information refers to the position information of multiple first components required to build the first building, and the first building material information refers to the material information corresponding to each of the first components.

[0010] Preferably, the first monitoring data is obtained by monitoring through Internet of Things devices.

[0011] This application also proposes an information management system for a water conservancy project, which is used to implement the information management method for a water conservancy project described in any one of the above.

[0012] Compared with the prior art, the beneficial effects of the present invention are as follows: An information management method and system for a water conservancy project proposed in this application first determine the first estimated progress information of each first component in the first water conservancy project, establish a target BIM model of the first water conservancy project according to the first estimated progress information, and then determine the first progress information of each first component according to the first working area data of each work point in the first water conservancy project, the first monitoring data of each worker, and the target BIM model, and then determine the possible dangers that may occur in the current work progress, and then adjust the work strategy according to the potential dangers. Through the technical solution of this application, the progress information of the first component can be estimated through the pre-established target BIM model, so as to predict potential risks and make refined adjustments to the work strategy to avoid the occurrence of potential risks. Description of the Drawings

[0013] To more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following will briefly introduce the drawings required for use in the description of the embodiments or the prior art. Obviously, the drawings in the following description are only exemplary. For those of ordinary skill in the art, without creative efforts, other implementation drawings can also be obtained based on the provided drawings.

[0014] Figure 1 It is the execution flowchart of an information management method for a water conservancy project of the present invention. Specific embodiments

[0015] The following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts belong to the scope of protection of the present invention.

[0016] The following will detail the present invention in conjunction with the drawings and specific embodiments, where the illustrative embodiments and explanations are only used to explain the present invention, but not to limit the present invention.

[0017] The following details an information management method and system for a water conservancy project of the present invention.

[0018] This embodiment proposes an information management method for a water conservancy project, and the execution flowchart is as Figure 1 shown, and specifically includes the following steps: S1: Determine the first estimated progress information of each first component in the first water conservancy project, and establish a target BIM model of the first water conservancy project according to the first estimated progress information.

[0019] The first water conservancy project refers to various engineering facilities built for controlling, utilizing, and protecting surface water and groundwater. These projects usually include dams, reservoirs, canals, irrigation systems, drainage systems, flood control dikes, etc., which play a crucial role in aspects such as water resource management, flood control, irrigation, and water supply.

[0020] In order to monitor the work progress of the first water conservancy project in real time and timely adjust the work strategy according to potential risk factors, it is necessary to first establish a BIM model for the first water conservancy project in this step.

[0021] The S1 specifically includes the following sub-steps: S11: Obtain the first geometric information of the first building included in the first water conservancy project, multiple first component position information, and multiple first building material information.

[0022] The first building refers to the main object of the construction of the first water conservancy project. For example, for building a dam, the dam is the first building included in the first water conservancy project.

[0023] In this step, it is necessary to obtain the first geometric information, first component position information, and first building material information of the first building, so as to prepare for the subsequent construction of the BIM model. Among them, the first geometric information refers to the external shape information of the first building, the multiple first component position information refers to the multiple first components required for building the first building, and the multiple first building material information refers to the material information corresponding to each first component.

[0024] S12: Generate a first BIM model according to the first geometric information, multiple first component position information, and multiple first building material information.

[0025] In this step, modeling can be carried out according to existing BIM modeling tools and modeling methods.

[0026] In specific implementation, each first component is used as the modeling object, so as to construct the first BIM model. Among them, the first building material information corresponding to each first component is marked in the first BIM model.

[0027] S13: Input the first geometric information, multiple first component position information, and multiple first building material information into the work progress prediction model, so as to obtain the first estimated progress information corresponding to each first component.

[0028] In order to improve the reference of the BIM model to the actual water conservancy project work, in this step, the work progress information of each first component is estimated through big data technology, so as to enrich the information volume of the BIM model.

[0029] The work progress prediction model is obtained by training a convolutional neural network model. The training process specifically includes: First, obtain sample data. The sample data includes the chronological work progress information of historical water conservancy projects, specifically including the component information of each historical water conservancy project, and the work progress information corresponding to each component.

[0030] Second, use the component information of each historical water conservancy project as input data, and use the work progress information corresponding to each component as output data to train the convolutional neural network model.

[0031] Finally, when the output accuracy of the model meets the preset requirements, the work progress prediction model is obtained.

[0032] S14: Add each of the first estimated progress information to the first BIM model to obtain a target BIM model.

[0033] In this step, each of the first components is information-labeled using each of the first estimated progress information, thereby obtaining the target BIM model.

[0034] S2: Determine the first progress information of each of the first components according to the first working area data of each work point of the first water conservancy project, the first monitoring data of each staff member, and the target BIM model.

[0035] In the first water conservancy project, Internet of Things devices such as image sensors, gas sensors, and sound sensors are installed at key positions. The Internet of Things devices are all communicatively connected to a central server and upload corresponding monitoring data to the central server at preset time intervals.

[0036] In this step, it is necessary to determine the first progress information of each of the first components according to the monitoring data and the target BIM model. S2 includes the following sub-steps: S21: Determine a first monitoring object and a first monitoring time interval according to the first working sequence information and the first estimated progress information of each of the first components.

[0037] In S1, the work progress of the first water conservancy project has been modeled and simulated. In order to obtain monitoring data from each sensor in real time and accurately, in this step, it is necessary to first determine the first working sequence information and the first estimated progress information of each of the first components from the target BIM model. Thus, the first monitoring object that is currently performing work operations is determined, and the first monitoring time interval for obtaining data from each sensor is determined. The first monitoring time interval can be specifically set with reference to before and after the start of work, before and after the completion of work, or before and after important operation nodes of each of the first components.

[0038] S22: Obtain the first working area data and the first monitoring data corresponding to the first monitoring object according to the first monitoring time interval.

[0039] After determining the first component that is working and using it as the first monitoring object, it is possible to determine a plurality of sensors within a preset distance range of the first monitoring object, and obtain the first working area data obtained by the plurality of sensors within the first monitoring time interval.

[0040] After obtaining the data of the first working area, it is also necessary to obtain the first monitoring data corresponding to the staff within the preset distance range from the first monitoring object.

[0041] S23: Determine the first progress information of each first component according to the first monitoring object, the data of the first working area, the first monitoring data, and the target BIM model.

[0042] In this step, first extract the first estimated progress information corresponding to the first monitoring object from the target BIM model, and then adjust the first estimated progress information according to the data of the first working area and the first monitoring data, so as to obtain the first progress information.

[0043] The adjustment operation can be input into the corresponding machine learning model for adaptive adjustment, or can be adjusted according to human experience, so as to determine the first progress information.

[0044] S3: Determine the first risk information according to the data of the first working area, the first monitoring data, and the first progress information.

[0045] During the working process of a water conservancy project, many potential hazards may occur during the working stages of important components, such as geological disasters, water body risks, electrical safety accidents, blasting risks, etc.

[0046] Therefore, in this step, by combining the data of the first working area composed of various sensors, the first monitoring data obtained by each staff member, and the first progress information of each first component, the first risk information can be determined.

[0047] The S3 includes the following sub-steps: S31: Determine multiple potential risk factors according to the first progress information.

[0048] The first progress information includes the working progress of each first component. The working progress usually corresponds to the main operation method, and the operation method is usually the main cause of potential risks. Therefore, multiple potential risk factors can be determined according to the first progress information.

[0049] S32: Input the data of the first working area, the first monitoring data, and multiple potential risk factors into the first risk information determination model to obtain the first risk information.

[0050] The first risk information determination model is obtained by training a convolutional neural network. The training samples are from the dangerous events discovered during the working process of historical water conservancy projects and the corresponding sensor data. The sensor data is used as input data, and the dangerous events are used as output data to train the convolutional neural network.

[0051] S4: Generate a first work adjustment strategy according to the first progress information and the first risk information.

[0052] In this step, a first work adjustment strategy is generated according to the first progress information and the first risk information. For example, when a potential risk is discovered, if there is a conflict with the current work operation mode, the work progress of the first component can be postponed.

[0053] This application also proposes an information management system for water conservancy projects, which is used to execute the above-mentioned information management method for water conservancy projects.

[0054] An information management method and system for water conservancy projects proposed in this application first determine the first estimated progress information of each first component in the first water conservancy project, establish a target BIM model of the first water conservancy project according to the first estimated progress information, and then determine the first progress information of each first component according to the first work area data of each work point, the first monitoring data of each staff member, and the target BIM model of the first water conservancy project, and then determine the potential dangers that may occur in the current work progress, and then adjust the work strategy according to the potential dangers. Through the technical solution of this application, the progress information of the first component can be estimated through the pre-established target BIM model, so as to predict potential risks and make refined adjustments to the work strategy to avoid the occurrence of potential risks.

[0055] The above is only the preferred embodiment of the present invention. Therefore, all equivalent changes or modifications made according to the structure, features, and principles described in the scope of this invention patent application are included in the scope of this invention patent application.

Claims

1. An information management method for a water conservancy project, characterized in that: The method includes: S1: Determine first estimated progress information of each first component in a first water conservancy project, and establish a target BIM model of the first water conservancy project according to the first estimated progress information; S2: determining first progress information of each first component according to first work area data of each work point of the first water conservancy project, first monitoring data of each staff member and the target BIM model; S3: determining first risk information according to the first working area data, the first monitoring data and the first progress information; S4: Generate a first work adjustment strategy according to the first progress information and the first risk information.

2. The information management method for a water conservancy project according to claim 1 is characterized in that: The S1 comprises the following sub-steps: S11: Acquire first geometric information of a first building included in the first water conservancy project, a plurality of first component position information, and a plurality of first building material information; S12: generating a first BIM model according to the first geometric information, the plurality of first component position information, and the plurality of first building material information; S13: inputting the first geometric information, the plurality of first component position information, and the plurality of first building material information into a work progress prediction model, thereby obtaining first estimated progress information corresponding to each of the first components; S14: Add each of the first estimated progress information to the first BIM model to obtain a target BIM model.

3. The information management method for a water conservancy project according to claim 2 is characterized in that: The S2 comprises the following sub-steps: S21: determining a first monitoring object and a first monitoring time interval according to the first working sequence information and the first estimated progress information of each of the first components; S22: acquiring first working area data and first monitoring data corresponding to the first monitoring object according to the first monitoring time interval; S23: Determine first progress information of each of the first components according to the first monitoring object, the first work area data, the first monitoring data, and the target BIM model.

4. The information management method for water conservancy projects according to claim 3 is characterized in that: The S3 comprises the following sub-steps: S31: determining a plurality of potential risk factors according to the first progress information; S32: Inputting the first working area data, the first monitoring data and the plurality of potential risk factors into a first risk information determination model to obtain the first risk information.

5. The information management method for water conservancy projects according to claim 4 is characterized in that: The first water conservancy project includes one of a dam, a reservoir, a canal, an irrigation system, a drainage system, and a flood control dam.

6. The information management method for water conservancy projects according to claim 5 is characterized in that: The first geometric information refers to the appearance information of the first building, the first component position information refers to the position information of multiple first components required to build the first building, and the first building material information refers to the material information corresponding to each of the first components.

7. The information management method for water conservancy projects according to claim 6 is characterized in that: The first monitoring data is obtained through monitoring of an Internet of Things device.

8. An information management system for a water conservancy project, used to implement an information management method for a water conservancy project as described in any one of claims 1 to 4.

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