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101 0 _aeng
102 _aNL
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181 0 _ai
182 0 _ab
200 1 _aAutomated procedure for detecting and characterizing defects in GFRP composite by using thermal nondestructive testing
_fA. O. Chulkov, D. A. Nesteruk, V. P. Vavilov [et al.]
203 _aText
_celectronic
300 _aTitle screen
320 _a[References: 29 tit.]
330 _aThe paper describes the concept of an automated defect characterization procedure by using infrared nondestructive testing of glass fiber reinforced composite. The proposed algorithms have allowed determination of defect depth, lateral dimensions and area, as well as coordinates of defect centers. The algorithms are based on the use of the neural network trained on both experimental and theoretical temperature profiles. An acceptable for practice accuracy of defect characterization has been obtained on the experimental data (0–15% by defect depth and 26–139% by defect area).
333 _aРежим доступа: по договору с организацией-держателем ресурса
461 _tInfrared Physics and Technology
463 _tVol. 114
_v[103675, 9 p.]
_d2021
610 1 _aэлектронный ресурс
610 1 _aтруды учёных ТПУ
610 1 _aactive infrared thermography
610 1 _aautomated defect detection
610 1 _aautomated defect characterization
610 1 _adata processing
610 1 _aneural network
610 1 _aglass fiber reinforced composite
610 1 _aинфракрасная термография
610 1 _aавтоматическое обнаружение
610 1 _aобработка данных
610 1 _aдефекты
610 1 _aнейронные сети
610 1 _aкомпозиты
701 1 _aChulkov
_bA. O.
_cspecialist in the field of non-destructive testing
_cEngineer of Tomsk Polytechnic University
_f1989-
_gArseniy Olegovich
_2stltpush
_3(RuTPU)RU\TPU\pers\32220
701 1 _aNesteruk
_bD. A.
_cspecialist in the field of descriptive geometry
_cAssociate Professor of Tomsk Polytechnic University, Candidate of technical sciences
_f1979-
_gDenis Alekseevich
_2stltpush
_3(RuTPU)RU\TPU\pers\31502
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 _aOmar
_bM.
_gMohammed
701 1 _aSiddiqui
_bA. O.
_gAhmad
701 1 _aPrasad
_bY. L. V. D.
712 0 2 _aНациональный исследовательский Томский политехнический университет
_bИнженерная школа неразрушающего контроля и безопасности
_bЦентр промышленной томографии
_bНаучно-производственная лаборатория "Бетатронная томография крупногабаритных объектов"
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712 0 2 _aНациональный исследовательский Томский политехнический университет
_bИнженерная школа неразрушающего контроля и безопасности
_bЦентр промышленной томографии
_bНаучно-производственная лаборатория "Тепловой контроль"
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856 4 _uhttps://doi.org/10.1016/j.infrared.2021.103675
942 _cCF