RESEARCH PAPER

01モノづくりナレッジの格納箱をつくる梅田研究室

H. Narumiya, Y. Mitake, Y. Umeda, J. Ota, Y. Nakata, S. Hamamoto, and K. Yokose 国際学会 “Proposal of a knowledge transfer approach for OEE improvement activities based on Digital Triplet,” Proc. 11th Int. Conf. on Leading Edge Manufacturing in 21st Century (LEM21), Itoman, Okinawa, Japan, Dec. 1–5, 2025.

02現場で使える仕組みにする太田研究室

S. Okazaki, K. Kaminishi, Y. Wang, T. Fujiu, Y. Nakata, S. Hamamoto, K. Yokose, T. Hara, Y. Umeda, and J. Ota プレプリント “A Spatio-Temporal Anomaly Detection System to Support Understanding of Abnormal Phenomena in Automated Manufacturing Lines,” Preprint, SSRN, No. 5298327, submitted for publication, 2025.
T. Fujiu, S. Okazaki, K. Kaminishi, Y. Nakata, S. Hamamoto, K. Yokose, T. Hara, Y. Umeda, and J. Ota プレプリント “FBS Model-based Maintenance Record Accumulation for Failure-Cause Inference in Manufacturing Systems,” Preprint, arXiv:2510.11003, submitted for publication, 2025.
S. Okazaki, K. Kaminishi, T. Fujiu, Y. Wang, and J. Ota プレプリント “Fault Cause Identification across Manufacturing Lines through Ontology-Guided and Process-Aware FMEA Graph Learning with LLMs,” Preprint, arXiv:2510.15428, submitted for publication, 2025.
T. Fujiu, S. Okazaki, K. Kaminishi, Y. Nakata, S. Hamamoto, K. Yokose, T. Hara, Y. Umeda, and J. Ota 国際学会 “Failure Cause Identification for Manufacturing Lines Using a Knowledge Graph with Embedding-based Retrieval,” Proc. 18th International Conference on Computer and Automation Engineering (ICCAE 2026), to be published.