赤外線サーモグラフィ試験を用いた鋼構造物の効率的な疲労き裂検出：畳み込みニューラルネットワークによる方法
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| Published in | 非破壊検査 Vol. 73; no. 7; pp. 293 - 296 |
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| Main Authors | , , , , , |
| Format | Journal Article |
| Language | Japanese |
| Published |
一般社団法人 日本非破壊検査協会
01.07.2024
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| Online Access | Get full text |
| ISSN | 0367-5866 |
| DOI | 10.11396/jjsndi.73.293 |
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| Author | 佐々木, 昇 芦田, 強 岡本, 陽 遠藤, 英樹 森本, 勉 山根, 佑之 |
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| References | 6) W. Thomson, (Lord Kelvin) : On the Dynamical Theory of Heat, Transactions of the Royal Society of Edinburgh, 20, pp.261-288, (1853 7) W. Thomson, (Lord Kelvin) : On the Thermoelastic, Thermomagnetic and Pyroelectric Properties of Matter, The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, 5(28), pp.4-27, (1878 10) K. He, X. Zhang, S. Ren and J. Sun : Deep Residual Learning for Image Recognition, arXiv preprint, arXiv:1512.03385, (2015 9) 得居誠也 : ニューラルネットワークの実装：深層学習フレームワークの構成とChainerの設計思想, 人工知能, 31(2), pp.216-222, (2016 3) 溝上善昭, 小林義弘, 和泉遊以, 阪上隆英 : 赤外線サーモグラフィを用いた温度ギャップ検知による鋼床版デッキプレート－Ｕリブ間の溶接部に生じる疲労亀裂の遠隔検出, 鋼構造論文集, 22(87), pp.47-56, (2015 2) T. Sakagami : Remote nondestructive evaluation technique using infrared thermography for fatigue cracks in steel bridges, Fatigue & Fracture of Engineering Materials & Structures, 38(7), pp.755-779, (2015 1) J. W. Fisher, H. Hausammann, M. D. Sullivan and A. W. Pense : Detection and Repair of Fatigue Damage in Welded Highway Bridges, National Cooperative Highway Research Program Report, 206, (1979 8) 例えば, 石野和成, 壁矢和久, 阪上隆英 : 構造物の欠陥検出方法および装置, ならびに欠陥検出機能を備えた荷役機械, 特許 第4898320号 (日本), (2012 5) 大西泰生, 石川敏之, 塚田啓二 : 高感度磁気非破壊検査による疲労き裂の検出の試み, 構造工学論文集A, 67A, pp.479-487, (2021 4) K. Tsukada, Y. Haga, K. Morita, N. Song, K. Sakai, T. Kiwa and W. Cheng : Detection of inner corrosion of steel construction using magnetic resistance sensor and magnetic spectroscopy analysis, IEEE Transactions on Magnetics, 52(7), (2016 |
| References_xml | – reference: 7) W. Thomson, (Lord Kelvin) : On the Thermoelastic, Thermomagnetic and Pyroelectric Properties of Matter, The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, 5(28), pp.4-27, (1878) – reference: 4) K. Tsukada, Y. Haga, K. Morita, N. Song, K. Sakai, T. Kiwa and W. Cheng : Detection of inner corrosion of steel construction using magnetic resistance sensor and magnetic spectroscopy analysis, IEEE Transactions on Magnetics, 52(7), (2016) – reference: 6) W. Thomson, (Lord Kelvin) : On the Dynamical Theory of Heat, Transactions of the Royal Society of Edinburgh, 20, pp.261-288, (1853) – reference: 2) T. Sakagami : Remote nondestructive evaluation technique using infrared thermography for fatigue cracks in steel bridges, Fatigue & Fracture of Engineering Materials & Structures, 38(7), pp.755-779, (2015) – reference: 1) J. W. Fisher, H. Hausammann, M. D. Sullivan and A. W. Pense : Detection and Repair of Fatigue Damage in Welded Highway Bridges, National Cooperative Highway Research Program Report, 206, (1979) – reference: 8) 例えば, 石野和成, 壁矢和久, 阪上隆英 : 構造物の欠陥検出方法および装置, ならびに欠陥検出機能を備えた荷役機械, 特許 第4898320号 (日本), (2012) – reference: 9) 得居誠也 : ニューラルネットワークの実装：深層学習フレームワークの構成とChainerの設計思想, 人工知能, 31(2), pp.216-222, (2016) – reference: 5) 大西泰生, 石川敏之, 塚田啓二 : 高感度磁気非破壊検査による疲労き裂の検出の試み, 構造工学論文集A, 67A, pp.479-487, (2021) – reference: 10) K. He, X. Zhang, S. Ren and J. Sun : Deep Residual Learning for Image Recognition, arXiv preprint, arXiv:1512.03385, (2015) – reference: 3) 溝上善昭, 小林義弘, 和泉遊以, 阪上隆英 : 赤外線サーモグラフィを用いた温度ギャップ検知による鋼床版デッキプレート－Ｕリブ間の溶接部に生じる疲労亀裂の遠隔検出, 鋼構造論文集, 22(87), pp.47-56, (2015) |
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| Title | 赤外線サーモグラフィ試験を用いた鋼構造物の効率的な疲労き裂検出：畳み込みニューラルネットワークによる方法 |
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