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X-ray real-time imaging and CT tomography integrated intelligent non-destructive testing system

A real-time imaging and tomography technology, applied in image analysis, measurement device, image data processing, etc., can solve the problems of reduced recognition accuracy, inability to display at the same time, affecting product detection, etc.

Active Publication Date: 2021-08-20
DALIAN UNIV OF TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the process of quality inspection, DR and CT inspection processes are separated. On the one hand, the inspection efficiency is low;
[0004] Whether it is DR or CT, the identification of defects in the image and the final judgment of whether the product is good or bad still require manual participation. Long-term manual identification of defects in the image will also make people tired, resulting in reduced recognition accuracy and detection efficiency. thereby affecting product testing
At present, random inspection is usually used to judge the quality of a batch of products, but this method cannot guarantee the quality of products to a certain extent
At the same time, with the expansion of production, the contradiction that the detection efficiency cannot meet the production efficiency will become more and more prominent

Method used

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  • X-ray real-time imaging and CT tomography integrated intelligent non-destructive testing system
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  • X-ray real-time imaging and CT tomography integrated intelligent non-destructive testing system

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Embodiment Construction

[0028] The specific implementation manners of the present invention will be further described below in conjunction with the accompanying drawings and technical solutions.

[0029] The detection process of the integrated intelligent non-destructive testing system of the present invention is as follows: Figure 6 shown.

[0030] The computer used in this example contains two GForce RTX 2080Ti GPUs, intel core i9 processors, 32G running memory, and ubuntu 16.04 and windows10 dual systems are installed. The ubuntu16.04 system is used for the training process of the target detection network, and windows10 is used for the training process of the target detection network. CT reconstruction and real-time detection of workpiece defect targets in actual production. The specific detection steps are as follows:

[0031] Step 1: Mechanical system, DR and CT scan parameters initialization

[0032] Reset the mechanical system to the initial position of the scan, set the DR acquisition fra...

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Abstract

The invention belongs to the field of non-destructive testing, and in particular relates to an integrated intelligent non-destructive testing system of X-ray real-time imaging and CT tomographic scanning. The system can realize the detection and imaging of DR and CT at the same time, realize the integration of DR / CT data acquisition, processing, automatic defect detection and display, and provide the internal structure information of the measured object from different perspectives for the inspectors, so as to comprehensively judge the internal structure of the object The nature and state of the defect; and the defect identification technology integrated in the system can automatically identify the size, location and type of the defect, thereby effectively reducing the pressure of the inspector to identify the defect and improving the detection efficiency.

Description

technical field [0001] The invention belongs to the field of non-destructive testing, and in particular relates to an integrated intelligent non-destructive testing system of X-ray real-time imaging and CT tomographic scanning. Background technique [0002] In recent years, with the advancement of computer science and the development of detector technology, X-ray imaging and industrial CT technology, as a practical nondestructive testing method, have been widely used in nondestructive testing and quality assessment. X-ray imaging, also known as DR imaging, irradiates the object under test with X-rays, so as to obtain a superimposed image of the internal information of the object in the X-ray direction, which can more intuitively present the long strip-shaped defects inside the object along the axial direction. On the premise of no damage to the test object, industrial CT imaging integrates DR image data in different directions of the object, uses high-performance computers ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01N23/04G01N23/046G06T7/00G06N3/04
CPCG01N23/04G01N23/046G06T7/0002G01N2223/03G01N2223/1016G01N2223/401G01N2223/421G01N2223/408G01N2223/646G06N3/045
Inventor 孙怡余建桥彭万里刘吉顺潘浩
Owner DALIAN UNIV OF TECH