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Organized Session

Organized Session » OS-30

[4F3-OS-30c] OS-30

Fri. May 30, 2025 2:00 PM - 3:40 PM Room F (Room 1001)

オーガナイザ：矢入健久（東大先端研），堤誠司（JAXA），今村誠（東海大学），植野研（東芝）

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2:00 PM - 2:20 PM

[4F3-OS-30c-01] A Method for Improving the Accuracy of Equipment Degradation Diagnosis by Human-in-the-Loop approach

Reducing False Detections through Interaction between Humans and AI in Regression-Based Anomaly Diagnosis

Takaaki Nakamura¹, 〇Yuki Tanaka¹, Takahiko Masuzaki¹ (1. Mitsubishi Electric Corporation)

2:20 PM - 2:40 PM

[4F3-OS-30c-02] Elevator Door Diagnosis with Low-cost Current Sensor based on Robust One-Class Learning Time-series Shapelets

〇Ken Ueno¹, Akihiro Yamaguchi¹, Hitoshi Kobayashi¹, Ayaka Takemura¹ (1. Toshiba Corporation)

2:40 PM - 3:00 PM

[4F3-OS-30c-03] Data augmentation using numerical simulation for data-driven health management in spacecraft propulsion system.

〇Shotaro HAMATO¹, Himeko Yamamoto¹, Noriyasu Omata¹, Yu Daimon¹, Seiji Tsutsumi¹ (1. Japan Aerospace Exploration Agency)

3:00 PM - 3:20 PM

[4F3-OS-30c-04] Development of anomaly detection models independent of noise and missing values using graph Laplacian regularization

〇Yuna Tahashi¹, Koichi Fujiwara¹ (1. Nagoya University)

3:20 PM - 3:40 PM

[4F3-OS-30c-05] Investigation of onboard anomaly identification methods for artificial satellites

〇Shun Katsube¹, Hironori Sahara¹ (1. Tokyo Metropolitan University)

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