Underwater engineering structure intelligent detection method and system based on digital twinning

An underwater engineering and intelligent detection technology, applied in electrical digital data processing, measurement devices, special data processing applications, etc., can solve the problem of difficult to accurately restore structural performance changes, mathematical models lacking mechanical principles, and difficult to meet accuracy and interpretability. requirements and other issues, to avoid economic losses and casualties, save decision-making time, and improve maintenance quality.

Pending Publication Date: 2022-05-27
SHANDONG COMP SCI CENTNAT SUPERCOMP CENT IN JINAN
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The data obtained from the detection cannot be directly used for structural performance evaluation and damage diagnosis
The mathematical model established by conventional statistical methods or machine learning methods lacks the support of mechanical principles, and it is difficult to accurately restore the performance changes of the structure, and its accuracy and interpretability are difficult to meet the requirements.

Method used

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  • Underwater engineering structure intelligent detection method and system based on digital twinning
  • Underwater engineering structure intelligent detection method and system based on digital twinning

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Experimental program
Comparison scheme
Effect test

Embodiment 1

[0060] This embodiment provides an intelligent detection method for underwater engineering structures based on digital twins;

[0061] like figure 1 and figure 2 As shown, the intelligent detection method of underwater engineering structure based on digital twin includes:

[0062] S101: According to the design scheme and actual working conditions of the underwater engineering structure, establish the main finite element model;

[0063] S102: Based on the main finite element model, evaluate and pre-warn the underwater engineering structure. If the evaluated structural performance is not up to standard, send out an alarm message and jump to the maintenance step; if the structural performance is up to the standard, generate a detection lattice according to the evaluation result;

[0064] S103: Based on the detection lattice, perform flow field detection and structural detection of the underwater engineering structure, and obtain a detection data set;

[0065] S104: Update the...

Embodiment 2

[0084] This embodiment provides an intelligent detection device for underwater engineering structures based on digital twins;

[0085] An intelligent detection device for underwater engineering structures based on digital twins, including:

[0086] A model establishment module, which is configured to: establish a finite element master model according to the design scheme and actual working conditions of the underwater engineering structure;

[0087] The evaluation and early warning module is configured to: based on the main finite element model, evaluate and pre-warn the underwater engineering structure, if the evaluated structural performance is not up to standard, send out an alarm message and jump to the maintenance step; if the structural performance is up to the standard, according to The evaluation result generates a detection lattice;

[0088] a detection module, which is configured to: based on the detection lattice, perform flow field detection and structure detectio...

Embodiment 3

[0096] This embodiment also provides an electronic device, comprising: one or more processors, one or more memories, and one or more computer programs; wherein the processor is connected to the memory, and the one or more computer programs are Stored in the memory, when the electronic device runs, the processor executes one or more computer programs stored in the memory, so that the electronic device executes the method described in the first embodiment.

[0097] It should be understood that, in this embodiment, the processor may be a central processing unit CPU, and the processor may also be other general-purpose processors, digital signal processors DSP, application-specific integrated circuits ASIC, off-the-shelf programmable gate array FPGA or other programmable logic devices , discrete gate or transistor logic devices, discrete hardware components, etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.

[...

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Abstract

The invention discloses an underwater engineering structure intelligent detection method and system based on digital twinning, and the method comprises the steps: building a finite element main model according to a design scheme and actual working conditions of an underwater engineering structure; performing assessment and early warning on the underwater engineering structure based on the finite element main model, and if the assessed structure performance does not reach the standard, sending out warning information and skipping to the maintenance step; if the structural performance reaches the standard, generating a detection dot matrix according to an evaluation result; performing flow field detection and structure detection on the underwater engineering structure based on the detection dot matrix to obtain a detection data set; and according to the detection data set, updating the finite element main model, and carrying out evaluation and early warning on the underwater engineering structure again. The invention provides a method for establishing an underwater engineering structure digital twinborn body, data acquisition of a flow field and nondestructive testing of the structure are carried out based on an unmanned underwater vehicle, a digital twinborn system with a finite element main model as a core is constructed, and monitoring, evaluation and early warning of underwater structure performance are realized.

Description

technical field [0001] The invention relates to the technical field of underwater detection, in particular to an intelligent detection method and system for underwater engineering structures based on digital twins. Background technique [0002] The statements in this section merely mention background related to the present invention and do not necessarily constitute prior art. [0003] Underwater engineering structures are widely used in inland rivers and marine waters. Due to the complex working environment, the increasingly large and complex underwater engineering structures not only have high construction costs, but also are difficult to monitor and maintain. Therefore, it is particularly important to accurately detect and evaluate their performance. Through the health detection and damage diagnosis of the structure, it is possible to give an early warning of its possible damage, so that maintenance and reinforcement can be carried out in advance, so as to avoid possible...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F30/13G06F30/17G06F30/23G06F30/28G01D21/02G06F113/08G06F119/02G06F119/14
CPCG06F30/13G06F30/17G06F30/23G06F30/28G01D21/02G06F2113/08G06F2119/02G06F2119/14
Inventor 郭猛仲红俊霍吉东潘景山武鲁
Owner SHANDONG COMP SCI CENTNAT SUPERCOMP CENT IN JINAN
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