Inverse Transformation in Eddy Current Tomography with Continuous Optimization of Reference Defect Parameters
This paper presents a methodology of inverse tomography transformation in eddy current tomography with the use of continuous optimization of reference defect parameters. Ferromagnetic steel samples with rectangular air inclusion defects of known dimensions were prepared and measured using an eddy cu...
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-08-01
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| Series: | Materials |
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| Online Access: | https://www.mdpi.com/1996-1944/14/17/4778 |
| _version_ | 1797521207581474816 |
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| author | Paweł Nowak Roman Szewczyk Anna Ostaszewska-Liżewska |
| author_facet | Paweł Nowak Roman Szewczyk Anna Ostaszewska-Liżewska |
| author_sort | Paweł Nowak |
| collection | DOAJ |
| description | This paper presents a methodology of inverse tomography transformation in eddy current tomography with the use of continuous optimization of reference defect parameters. Ferromagnetic steel samples with rectangular air inclusion defects of known dimensions were prepared and measured using an eddy current tomography setup. FEM-based (Finite Element Method based) forward tomography transformation was developed and utilized in inverse tomography transformation. The presented method of inverse tomography transformation is based on the continuous optimization of parameters that can describe the sample, such as the diameter and dimensions of the reference defect. The obtained results of inverse tomography transformation were in high accordance with the real parameters of the samples. Additionally, the presented method had acceptable repeatability. The obtained values of the sample parameters fit within the range of expanded uncertainty when compared to the real parameters of the sample. |
| first_indexed | 2024-03-10T08:09:18Z |
| format | Article |
| id | doaj.art-f4b7c119dd984a68b452639029de3098 |
| institution | Directory Open Access Journal |
| issn | 1996-1944 |
| language | English |
| last_indexed | 2024-03-10T08:09:18Z |
| publishDate | 2021-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Materials |
| spelling | doaj.art-f4b7c119dd984a68b452639029de30982023-11-22T10:51:30ZengMDPI AGMaterials1996-19442021-08-011417477810.3390/ma14174778Inverse Transformation in Eddy Current Tomography with Continuous Optimization of Reference Defect ParametersPaweł Nowak0Roman Szewczyk1Anna Ostaszewska-Liżewska2Institute of Metrology and Biomedical Engineering, Warsaw University of Technology, 02-495 Warsaw, PolandŁukasiewicz Research Network—Industrial Research Institute for Automation and Measurements PIAP, 02-486 Warsaw, PolandInstitute of Metrology and Biomedical Engineering, Warsaw University of Technology, 02-495 Warsaw, PolandThis paper presents a methodology of inverse tomography transformation in eddy current tomography with the use of continuous optimization of reference defect parameters. Ferromagnetic steel samples with rectangular air inclusion defects of known dimensions were prepared and measured using an eddy current tomography setup. FEM-based (Finite Element Method based) forward tomography transformation was developed and utilized in inverse tomography transformation. The presented method of inverse tomography transformation is based on the continuous optimization of parameters that can describe the sample, such as the diameter and dimensions of the reference defect. The obtained results of inverse tomography transformation were in high accordance with the real parameters of the samples. Additionally, the presented method had acceptable repeatability. The obtained values of the sample parameters fit within the range of expanded uncertainty when compared to the real parameters of the sample.https://www.mdpi.com/1996-1944/14/17/4778inverse tomography transformationeddy current tomographyfinite element method |
| spellingShingle | Paweł Nowak Roman Szewczyk Anna Ostaszewska-Liżewska Inverse Transformation in Eddy Current Tomography with Continuous Optimization of Reference Defect Parameters Materials inverse tomography transformation eddy current tomography finite element method |
| title | Inverse Transformation in Eddy Current Tomography with Continuous Optimization of Reference Defect Parameters |
| title_full | Inverse Transformation in Eddy Current Tomography with Continuous Optimization of Reference Defect Parameters |
| title_fullStr | Inverse Transformation in Eddy Current Tomography with Continuous Optimization of Reference Defect Parameters |
| title_full_unstemmed | Inverse Transformation in Eddy Current Tomography with Continuous Optimization of Reference Defect Parameters |
| title_short | Inverse Transformation in Eddy Current Tomography with Continuous Optimization of Reference Defect Parameters |
| title_sort | inverse transformation in eddy current tomography with continuous optimization of reference defect parameters |
| topic | inverse tomography transformation eddy current tomography finite element method |
| url | https://www.mdpi.com/1996-1944/14/17/4778 |
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