KANEKO TATSUYA
| Research Institute for Marine Technology and Engineering Marine Engineering Science Center Marine Robotics Technology Research Group | - |
| Research Institute for Marine Technology and Engineering Research and Development Center for Marine Systems Deep-Sea Exploration Systems Engineering Group | - |
| Research Institute for Marine Technology and Engineering KAIKU Technology Development Center Mission Control System Development Group | - |
Researcher Information
researchmap URL
Research History
Education
- Apr. 2018 - Mar. 2021, The University of Tokyo, Graduate School of Frontier Sciences, Department of Ocean Technology, Policy,and Environment
- Apr. 2016 - Mar. 2018, The University of Tokyo, Graduate School of Frontier Sciences, Department of Ocean Technology, Policy,and Environment
- Apr. 2014 - Mar. 2016, The University of Tokyo, The Faculty of Engineering, Department of Systems Innovation
- Apr. 2012 - Mar. 2014, The University of Tokyo, College of Arts and Sciences, 理科一類
Research activity information
Papers
- Tatsuya Kaneko; Tomoya Inoue; Ryunosuke Sawaki; Hiroyoshi Suzuki
Coupling of Drill String Whirl and Magnus Effect in Deepwater Drilling
Journal of Offshore Mechanics and Arctic Engineering, 28 Apr. 2026
148, 4
[Reviewed]
Lead, Corresponding - Ryota WADA; Tatsuya KANEKO
Integration of Physics-based Models and Data-driven Models in Drilling Technology
Journal of the Japan Petroleum Institute, 01 Jan. 2026
69, 1, 1, 10
[Reviewed] - Tatsuya Kaneko; Tomoya Inoue; Ryota Wada; Tokihiro Katsui; Hiroyoshi Suzuki
Torsional Vibration of Drill String Induced by Heave Motion in Deepwater Drilling
Journal of Offshore Mechanics and Arctic Engineering, 18 Mar. 2025
147, 6, 061801
[Reviewed]
Lead, Corresponding - Tatsuya Kaneko; Hidetaka Houtani; Ryota Wada; Tomoya Inoue
Phase-resolved prediction of ocean wave field using video prediction
Applied Ocean Research, Jan. 2025
154, 104358
[Reviewed]
Lead - 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, 06 Nov. 2023
29, 02, 641, 650
[Reviewed]
Lead, Corresponding - 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, Sep. 2023
284, 115267, 115267
[Reviewed]
Lead, Corresponding - 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, Oct. 2022
261, 112123, 112123
[Reviewed]
Lead, Corresponding - Tatsuya Kaneko; Ryota Wada; Masahiko Ozaki; Tomoya Inoue
WOB Estimation during Ultra-deep Ocean Drilling by Use of Recurrent Neural Networks
Journal of the Japan Society of Naval Architects and Ocean Engineers, 2019
29, 123, 133
[Reviewed]
Lead, Corresponding - Ryota Wada; Tatsuya Kaneko; Masahiko Ozaki; Tomoya Inoue; Hidetaka Senga
Longitudinal natural vibration of ultra-long drill string during offshore drilling
Ocean Engineering, 15 May 2018
156, 1, 13
[Reviewed]
Misc.
- 金子純二; 中谷武志; 麻生達也; 大美賀忍; 渡邊佳孝; 澤隆雄; 岩下和矢; 四方田彩花; 金子達哉; 鳥越充; 富士原敏也; 柏原輝彦; 大村卓史; 目黒浩二
「うらしま8000」による拓洋第3海山北側尾根の音響探査
海と地球のシンポジウム, Mar. 2026 - Masaki Hatano; Yoshitaka Watanabe; Tomoya Inoue; Tatsuya Kaneko; Ren Kawamura; Tokihiro Katsui
Study on Machine Learning-Based Detection of Underwater Targets Using Side-Scan Sonar
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2025 - Tatsuya Kaneko; Tomoya Inoue
Study on Robust Control for Torsional Vibration of Drill Pipes
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2025 - Tomoya Inoue, Yuki Maeda, Kazuo Hiekata, Takuya Nakashima, Takeshi Nakatani, Tatsuya Kaneko
Potential Evaluation of Ocean Exploration System with Seaplane from Model-Based Approach
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2025 - Yuki Maeda; Kazuo Hiekata; Takuya Nakashima; Tomoya Inoue; Takeshi Nakatani; Tatsuya Kaneko
A Design Space Exploration Method for Ocean Exploration Systems to Meet Diverse Scientific Research Needs
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2025 - Yuhei Noborio, Hiroaki Koike, Yousaku Maeda, Hitoshi Kakami, Masato Ishii, Tatsuya Kaneko, Tomoya Inoue, Atsuo Maki
System identification of 4-DoF maneuvering model of autonomous underwater vehicle using free-run test data
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2025 - Yosaku Maeda; Hitoshi Kakami; Kazuya Iwashita; Masato Ishii; Yoshitaka Watanabe; Tatsuya Kaneko; Yuhei Noborio; Takahiro Taneichi; Atsuo Maki; Tomoya Inoue
Development and Demonstration of an Autonomous Sampling System for the Hadal Zone
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2025 - Tatsuya Kaneko; Hakan Bilen; Tomoya Inoue
Object Extraction in Underwater Images Using Deep Learning-Based Foreground Segmentation Without Domain Adaptation
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2025 - Hitoshi Kakami; Tatsuya Kaneko; Yosaku Maeda; Masato Ishii; Yuya Igarashi; Tomoya Inoue
Implementation of AUV Mission Control System Using FSM Model in ROS2
OCEANS 2025 - Great Lakes, 29 Sep. 2025
1, 7 - Tatsuya Kaneko; Tomoya Inoue; Ryunosuke Sawaki; Hiroyoshi Suzuki
Coupling of Drill String Whirl and Magnus Effect in Deepwater Drilling
Proceedings of ASME 2025 44th International Conference on Ocean, Offshore and Arctic Engineering, 22 Jun. 2025
[Reviewed]
Lead, Corresponding - Mikihiro Takemoto; Ryota Wada; Tatsuya Kaneko; Tomoya Inoue; Shungo Abe; Gota Yasutake
Real-time Detection of Early Stuck Pipe Signs during Drilling Using Hierarchical Bayesian Model
石油技術協会 春季講演会, Jun. 2025 - Tatsuya Kaneko; Tomoya Inoue; Ryota Wada; Shungo Abe; Gota Yasutake
Stuck-pipe prediction combining physics-based knowledge and drilling data
石油技術協会 春季講演会, Jun. 2025 - Yosaku Maeda; Hitoshi Kakami; Yoshitaka Watanabe; Tatsuya Aso; Kazuya Iwashita; Tatsuya Kaneko; Tomoya Inoue; Hiroaki Koike; Yuhei Noborio; Atuso Maki
Towards an Autonomous Sampling System for the Hadal Zone
2025 IEEE Underwater Technology (UT), 02 Mar. 2025
1, 5 - Tatsuya Kaneko; Hiroyuki Yamato
Adaptive System for Autonomous Landing Control of Seaplanes
Procedia Computer Science, 2025
268, 311, 318
[Reviewed]
Lead, Corresponding - Kazuo Hiekata; Yuki Maeda; Takuya Nakashima; Tomoya Inoue; Takeshi Nakatani; Tatsuya Kaneko
Model-Based Design for Ocean Exploration Systems
Procedia Computer Science, 2025
268, 148, 155
[Reviewed] - 金子達哉; 井上朝哉; 澤木隆之輔; 鈴木博善
Reproduction of Backward Whirl and Examination of Coupling with Magnus Effect in Drill Pipe by Model Experiments
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2024
39 - 竹本樹央; 和田良太; 金子達哉; 井上朝哉; 安部俊吾; 安武剛太
Consideration of Hierarchical Bayesian Models for Early Stuck Pipe Detection in Realtime Drilling
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2024
39 - 登尾悠平; 小池弘顕; 神原太地; 前田洋作; 各務均; 麻生達也; 金子達哉; 井上朝哉; 牧敦生
Research on system identification of 4 DoF maneuvering model of autonomous underwater vehicle based on CMA-ES
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2024
39 - 原大雅; 和田良太; 尾崎雅彦; 金子達哉
Optimization of CCS Transport Network with Hubs and Clusters
Conference Proceedings The Japan Society of Naval Architects and Ocean Engineers, Nov. 2024
39 - 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
Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE, 09 Jun. 2024
8
[Reviewed] - Tatsuya Kaneko; Tomoya Inoue; Ryota Wada; Tokihiro Katsui; Hiroyoshi Suzuki
ANALYTICAL AND NUMERICAL STUDY ON DRILL-STRING TORSIONAL VIBRATION UNDER WEIGHT-ON-BIT FLUCTUATION
Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE, 09 Jun. 2024
8
[Reviewed]
Lead, Corresponding - 金子達哉; 井上朝哉; 宝谷英貴; 和田良太
Short-Time Prediction of Wave Field by Video Prediction
日本船舶海洋工学会講演会論文集(CD-ROM), May 2024
38 - 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
IADC/SPE International Drilling Conference and Exhibition, 27 Feb. 2024 - 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
Day 2 Wed, February 28, 2024, 22 Feb. 2024 - Tomoya Inoue; Yujin Nakagawa; Tatsuya Kaneko; Ryota Wada; Keisuke Miyoshi; Shungo Abe
Early Stuck Pipe Detection Using Graph Attention Machine Learning
Proceedings of the ASME 2023 42nd International Conference on Ocean, Offshore and Arctic Engineering, 11 Jun. 2023
9
[Reviewed] - Tatsuya Kaneko; Tomoya Inoue; Ryota Wada; Tokihiro Katsui; Hiroyoshi Suzuki
Analytical, Numerical, and Field Data Investigation for Deriving the Condition of Stick-Slip Drill String Vibration
Proceedings of the ASME 2023 42nd International Conference on Ocean, Offshore and Arctic Engineering, 11 Jun. 2023
9
[Reviewed]
Lead, Corresponding - Tatsuya Kaneko; Tomoya Inoue; Yujin Nakagawa; Ryota Wada; Keisuke Miyoshi; Shungo Abe; Kouhei Kuroda; Kazuhiro Fujita
Hybrid Approach Using Physical Insights and Data Science for Early Stuck Detection
Offshore Technology Conference, 24 Apr. 2023
2023-May
Lead, Corresponding - 井上朝哉; 金子達哉; 鈴木博善; RHEEM Chang-Kyu; 和田良太; 勝井辰博
Research Activities on Drill Pipe Dynamics
日本船舶海洋工学会講演会論文集(CD-ROM), 2023
37 - KANEKO Tatsuya; INOUE Tomoya; SUZUKI Hiroyoshi; TUN Hanny; KATSUI Tokihiro
Experimental Study on Torsional Vibration of Drill String Under Weight on Bit Fluctuation
日本船舶海洋工学会講演会論文集(CD-ROM), 2023
37 - 井上朝哉; 金子達哉; 中川友進; 和田良太; 安部俊吾; 安武剛太; 藤田和宏
Research on Anomaly Detection in Drilling Operations by Applying Machine Learning
日本船舶海洋工学会講演会論文集(CD-ROM), 2023
37 - 西嶋凛々花; TUN Hanny; 古賀太斗; 古賀太斗; 井上朝哉; 金子達哉; 鈴木博善
A Study on Estimating the Underwater Behavior of a Model Drill Pipe
日本船舶海洋工学会講演会論文集(CD-ROM), 2023
37 - 道家壮紀; 渡邊佳孝; 井上朝哉; 金子達哉; 鈴木博善
Fundamental Study on Automatic Object Identification by AI Based on Side Scan Sonar Data
日本船舶海洋工学会講演会論文集(CD-ROM), 2023
37 - 安部俊吾; 井上朝哉; 金子達哉; 和田良太; 藤田和宏; 黒田耕平; 及川敦司; 蛯谷亮
Case study or digital technology development for predictive detection of drilling-related problems
石油技術協会特別講演会・春季講演会(シンポジウム・個人講演)要旨集(CD-ROM), Jun. 2023
2023 - 金子達哉; 井上朝哉; 中川友進; 和田良太; 三好啓介; 安部俊吾; 黒田耕平
Performance Evaluation of Early Stuck Sign Detection Methods Using Physical Knowledge and Drilling Data
日本船舶海洋工学会講演会論文集(CD-ROM), Jun. 2023
36, 485, 490 - 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
Available at SSRN: https://ssrn.com/abstract=4235365, Oct. 2022 - 金子達哉; 井上朝哉; 和田良太; 勝井辰博; 鈴木博善
Analytical and Numerical Investigation of the Contributing Factors of Drill Pipe Stick-Slip
日本船舶海洋工学会講演会論文集(CD-ROM), 2022
35 - 井上朝哉; 中川友進; 金子達哉; 和田良太; 三好啓介; 安部俊吾
Graph Attention Machine Learning Approach for Stuck Pipe Detection in Scientific Offshore Drilling
日本船舶海洋工学会講演会論文集(CD-ROM), 2022
35 - Tatsuya Kaneko; Ryota Wada; Masahiko Ozaki; Tomoya Inoue
Combining Physics-Based and Data-Driven Models for Estimation of WOB During Ultra-Deep Ocean Drilling
Proceedings of the ASME 2018 37th International Conference on Ocean, Offshore and Arctic Engineering, Jun. 2018
8
[Reviewed]
Lead, Corresponding - 金子達哉; 波多裕平; 杉本圭; 段野貴士; MOSER Bryan R.; 尾崎雅彦; 和田良太; 稗方和夫
システムズアプローチを用いた海事クラスターの連携による課題解決に関する研究-PCCの需給問題に対する解決策の検討事例-
日本船舶海洋工学会講演会論文集(CD-ROM), 2018
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