Currently, the welding defects recognition of X-ray nondestructive inspection is principally carried out by manual work, which highly depends on the experience of the inspectors and costs plenty of workload. In this p...Currently, the welding defects recognition of X-ray nondestructive inspection is principally carried out by manual work, which highly depends on the experience of the inspectors and costs plenty of workload. In this paper, an intelligent image processing and recognition method for the tube welding radiographic testing in large-scale pressure vessels is proposed. Firstly, the raw image is preprocessed by median filtering, pseudo point removing and non-lincar image enhancement. Secondly, the welded joints parts are separated from the whole image by edge detection and threshold segmentation algorithms. Then, the separated images are handled by FFT transformation. Finally, whether defects exist and the specific type of defects are judged by Support Vector Machine. Software developed basing on this method works stably on site, and experiments demonstrate that the recognition results are compliance with the JB/T 4730. 2 or ASME standards.展开更多
The purpose of this paper is to introduce the basic steps of X-ray image interpretation of aviation castings,so as to provide a learning guidance for beginners and reduce the exploration time.Among them,the introducti...The purpose of this paper is to introduce the basic steps of X-ray image interpretation of aviation castings,so as to provide a learning guidance for beginners and reduce the exploration time.Among them,the introduction of specifications,the requirements for image quality,and the application of reference radiographs are just a sorting out the key points.If there is a need for practical application,we should conduct a deeper exploration and understanding of each specification,not just cite this article.展开更多
文摘Currently, the welding defects recognition of X-ray nondestructive inspection is principally carried out by manual work, which highly depends on the experience of the inspectors and costs plenty of workload. In this paper, an intelligent image processing and recognition method for the tube welding radiographic testing in large-scale pressure vessels is proposed. Firstly, the raw image is preprocessed by median filtering, pseudo point removing and non-lincar image enhancement. Secondly, the welded joints parts are separated from the whole image by edge detection and threshold segmentation algorithms. Then, the separated images are handled by FFT transformation. Finally, whether defects exist and the specific type of defects are judged by Support Vector Machine. Software developed basing on this method works stably on site, and experiments demonstrate that the recognition results are compliance with the JB/T 4730. 2 or ASME standards.
文摘The purpose of this paper is to introduce the basic steps of X-ray image interpretation of aviation castings,so as to provide a learning guidance for beginners and reduce the exploration time.Among them,the introduction of specifications,the requirements for image quality,and the application of reference radiographs are just a sorting out the key points.If there is a need for practical application,we should conduct a deeper exploration and understanding of each specification,not just cite this article.
