金子達哉

カネコタツヤ | Kaneko Tatsuya

所属機関・部署：

研究分野 (1件)：船舶海洋工学

競争的資金等の研究課題 (2件)：

論文 (5件)：

Tatsuya Kaneko, Tomoya Inoue, Yujin Nakagawa, Ryota Wada, Shungo Abe, Gota Yasutake, Kazuhiro Fujita. Hybrid Approach Using Physical Insights and Data Science for Stuck-Pipe Prediction. SPE Journal. 2023. 1-10
Tatsuya Kaneko, Ryota Wada, Masahiko Ozaki, Tomoya Inoue. Hybrid physics-based and machine learning model with interpretability and uncertainty for real-time estimation of unmeasurable parts. Ocean Engineering. 2023. 284. 115267-115267
Tatsuya Kaneko, Ryota Wada, Masahiko Ozaki, Tomoya Inoue. Hybrid model of a physics-based model and machine learning for real-time estimation of unmeasurable parts: Mapping from measurable to unmeasurable variables. Ocean Engineering. 2022. 261. 112123-112123
金子達哉, 和田良太, 尾崎雅彦, 井上朝哉. 再帰型ニューラルネットワークを用いた超大水深掘削のWOB推定. 日本船舶海洋工学会論文集. 2019. 29. 123-133
Ryota Wada, Tatsuya Kaneko, Masahiko Ozaki, Tomoya Inoue, Hidetaka Senga. Longitudinal natural vibration of ultra-long drill string during offshore drilling. Ocean Engineering. 2018. 156. 1-13

MISC (23件)：

Tomoya Inoue, Tatsuya Kaneko, Yujin Nakagawa, Ryota Wada, Shungo Abe, Gota Yasutake. A Novel Approach of Data Science Incorporating Physical Knowledge for Early Stuck Pipe Detection. Volume 8: Offshore Geotechnics; Petroleum Technology. 2024
Tatsuya Kaneko, Tomoya Inoue, Ryota Wada, Tokihiro Katsui, Hiroyoshi Suzuki. Analytical and Numerical Study on Drill-String Torsional Vibration Under Weight-On-Bit Fluctuation. Volume 8: Offshore Geotechnics; Petroleum Technology. 2024
金子達哉, 井上朝哉, 宝谷英貴, 和田良太. Video Predictionによる波面の短時間予測. 日本船舶海洋工学会講演会論文集(CD-ROM). 2024. 38
Tomoya Inoue, Yujin Nakagawa, Tatsuya Kaneko, Ryota Wada, Shungo Abe, Gota Yasutake. A Novel Approach of Machine Learning Incorporating Physical Knowledge of Hook Load for Early Stuck Detection. Offshore Technology Conference Asia, OTCA 2024. 2024
T. Kaneko, T. Inoue, Y. Nakagawa, R. Wada, S. Abe, G. Yasutake, K. Fujita. Evaluating Profitability of Hybrid Approach for Early Stuck-Sign Detection: Analyzing False Alarms and Quantifying Reduction in Nonproductive Time. SPE - International Association of Drilling Contractors Drilling Conference Proceedings. 2024. 2024-March

特許 (1件)：

学歴 (4件)：

経歴 (2件)：

受賞 (3件)：

2021/03 - 東京大学新領域創成科学研究科長賞
2018/09 - The University of Tokyo Poster Presentation Award 1st Place at The 5th UTokyo-SJTU-KAIST Joint Academic Symposium
2016/03 - 日本機械学会畠山賞

所属学会 (1件)：

日本船舶海洋工学会

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金子 達哉