000 | 03476nlm1a2200433 4500 | ||
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001 | 669258 | ||
005 | 20231030042216.0 | ||
035 | _a(RuTPU)RU\TPU\network\40498 | ||
035 | _aRU\TPU\network\36518 | ||
090 | _a669258 | ||
100 | _a20230310a2023 k y0engy50 ba | ||
101 | 0 | _aeng | |
102 | _aUS | ||
135 | _adrcn ---uucaa | ||
181 | 0 | _ai | |
182 | 0 | _ab | |
200 | 1 |
_aAutomated detection and characterization of defects in composite-metal structures by using active infrared thermography _fA. O. Chulkov, V. P. Vavilov, B. I. Shagdyrov, D. Kladov |
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203 |
_aText _celectronic |
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300 | _aTitle screen | ||
320 | _a[References: 21 tit.] | ||
330 | _aSeveral composite-metal samples with artificial defects of varying size and depth were experimentally investigated to demonstrate effectiveness of using a line scan thermographic nondestructive testing in combination with a neural network in the automated procedure of defect detection and characterization. The proposed data processing algorithm allowed defect thermal characterization with a practically accepted accuracy up to 16% and 51% by defect depth and thickness respectively. Characterization results were presented as distributions of defect depth and thickness correspondingly called depthgram and thicknessgram. For training a neural network, it was suggested to prepare input data in the form of non-stationary temperature profiles processed by using the thermographic signal reconstruction method. | ||
333 | _aРежим доступа: по договору с организацией-держателем ресурса | ||
461 | _tJournal of Nondestructive Evaluation | ||
463 |
_tVol. 42, iss. 1 _v[20, 16 p.] _d2023 |
||
610 | 1 | _aэлектронный ресурс | |
610 | 1 | _aтруды учёных ТПУ | |
610 | 1 | _athermal NDT | |
610 | 1 | _adefect characterization | |
610 | 1 | _acomposite-metal structure | |
610 | 1 | _aneural network | |
610 | 1 | _aline scan thermography | |
701 | 1 |
_aChulkov _bA. O. _cspecialist in the field of non-destructive testing _cDeputy Director for Scientific and Educational Activities; acting manager; Senior Researcher, Tomsk Polytechnic University, Candidate of Technical Sciences _f1989- _gArseniy Olegovich _2stltpush _3(RuTPU)RU\TPU\pers\32220 |
|
701 | 1 |
_aVavilov _bV. P. _cSpecialist in the field of dosimetry and methodology of nondestructive testing (NDT) _cDoctor of technical sciences (DSc), Professor of Tomsk Polytechnic University (TPU) _f1949- _gVladimir Platonovich _2stltpush _3(RuTPU)RU\TPU\pers\32161 |
|
701 | 1 |
_aShagdyrov _bB. I. _cspecialist in the field of non-destructive testing _cengineer of Tomsk Polytechnic University _f1995- _gBator Ilyich _2stltpush _3(RuTPU)RU\TPU\pers\47532 |
|
701 | 1 |
_aKladov _bD. _cspecialist in the field of non-destructive testing _cengineer of Tomsk Polytechnic University _f1996- _gDmitry _2stltpush _3(RuTPU)RU\TPU\pers\47534 |
|
712 | 0 | 2 |
_aНациональный исследовательский Томский политехнический университет _bИнженерная школа неразрушающего контроля и безопасности _bЦентр промышленной томографии _bНаучно-производственная лаборатория "Тепловой контроль" _h7984 _2stltpush _3(RuTPU)RU\TPU\col\23838 |
801 | 2 |
_aRU _b63413507 _c20230310 _gRCR |
|
856 | 4 | _uhttps://doi.org/10.1007/s10921-023-00929-x | |
942 | _cCF |