About the Journal

The Asia-Pacific Conference of the Prognostics and Health Management (PHM) Society is held in the spring of odd years (starting in 2017) and brings together the global community of PHM experts from industry, academia, and government in diverse application areas including energy, aerospace, transportation, automotive, manufacturing, and industrial automation.

All articles published by the PHM Society are available to the global PHM community via the internet for free and without any restrictions.


Current Issue

Edited by:

Takehisa Yairi
Samir Khan
Seiji Tsutsumi

Published: 2023-09-04

Regular Session Papers

A Comparative Study of K-Means Clustering and a Novel Ranking Algorithm for Risk Priority Number Analysis in FMECA

Jiaxiang Cheng, Sungin Cho, Yap Peng Tan, Guoqiang Hu
Abstract 784 | PDF Downloads 577
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A Concept of Condition Monitoring for AC-DC Converter Output Capacitors via Discriminative Features

Akeem Bayo Kareem, Jang Wook Hur
Abstract 721 | PDF Downloads 473
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A monitoring method for detecting and localizing overheat, smoke and fire faults in wind turbine nacelle

Minsoo Lee, Eunchan Do, Ki-Yong Oh
Abstract 638 | PDF Downloads 592
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A Multi-periodicity and Multi-scale Network for Motor Fault Diagnosis

Pengcheng Xia, Kaiwen Zhang , Yixiang Huang , Chengliang Liu
Abstract 738 | PDF Downloads 493
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A Physics Informed Machine Learning Approach for Performance Degradation Monitoring of Gas Turbine

Yiyang Liu, Xiaomo Jiang, Xin Ge, Manman Wei
Abstract 1132 | PDF Downloads 1131
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A Reliability-Centered Maintenance Framework for Distribution Grids Based on Fault-Tree Analysis

Ting Wang, Guoqiang Hu, Sungin Cho
Abstract 703 | PDF Downloads 702
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A Signal Pre-processing Method for Condition Monitoring based on Vibration Signals from On-Site Manipulators

Hea-Ryeon Seo, Geonhwi Lee, Gun Sik, Jae Min, Deog Hyeon Kim, Jin Woo Park, Hae-Jin Choi
Abstract 667 | PDF Downloads 727
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A Simple Remaining Useful Life Algorithm Using the Quadratic

Eric Bechhoefer , Nobuhiro Fujiki, Yusuke Kitsutaka, Sotaro Tsukamoto, Akio Usui
Abstract 1130 | PDF Downloads 526
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A Simplified Framework for Fault Prediction in Radar Transmitter based on Vector Autoregression Model

Sheriff Murtala, Soojung Hur, Yongwan Park
Abstract 614 | PDF Downloads 573
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A Survey of Prognostics and Health Management for Transformers: From Statistical Analysis to Condition-Based Diagnostics

Jiaxiang Cheng, Sungin Cho, Yap Peng Tan, Guoqiang Hu
Abstract 823 | PDF Downloads 554
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Abnormal Detection Using Two-Stage Method in Combined Power Plant

Yun Hee Kim , Suk Joo Bae
Abstract 591 | PDF Downloads 514
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Advanced condition-based monitoring of CFRP under multiple impacts using monte carlo based prognostics and real-time self-sensing data

Yong Lee , So Young Oh , Jang Juhyeong , Young-Bin Park
Abstract 599 | PDF Downloads 641
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Advanced Weibull Modelling with Outliers

Yipeng Pang, Guoqiang Hu, Sungin Cho
Abstract 661 | PDF Downloads 817
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AI image analysis technologies for efficient water pipeline inspection

Ying Piao, Hiroshi Sukegawa, Kenji Kimiyama, Kensuke Nakamura, Toshiharu Sugino, Takaharu Kunizane, Akira Koizumi
Abstract 705 | PDF Downloads 527
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An Enhanced Model-Based Algorithm for Early Internal Short Circuit Detection in Lithium-Ion Batteries

Yiqi Jia, Lorenzo Brancato, Marco Giglio, Francesco Cadini
Abstract 784 | PDF Downloads 656
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An improved OAKR approach to condition monitoring of rotating machinery

Kexin Zhang, Xiaomo Jiang
Abstract 677 | PDF Downloads 417
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Analysis of Diagnostic Capabilities for Degradation of Brushless Direct Current Motors Depending on Varying Simulation Data

Max Weigert
Abstract 611 | PDF Downloads 397
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Analysis of Statistical Data Heterogeneity in Federated Fault Identification

Zahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami
Abstract 1268 | PDF Downloads 597
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Anomaly data synthesis and detection via domain randomization

Joonha Jun, Jongsoo Lee
Abstract 573 | PDF Downloads 518
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Application of Model-based Deep Reinforcement Learning Framework to Thermal Power Plant Operation Considering Performance Change

Yutaka Watanabe, Takehisa Yairi
Abstract 581 | PDF Downloads 449
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Architecting a Digital Twin-Based Predictive Maintenance System for Modelling Cable Joint Degradation

Raymon van Dinter, Görkem Ekmekci, Sander Rieken, Bedir Tekinerdogan, Cagatay Catal
Abstract 755 | PDF Downloads 663
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Assessing the Performance of Transformer for Time Series Anomaly Detection

Takuto Nakashima , Takehisa Yairi
Abstract 1098 | PDF Downloads 1001
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Automatic detection of hardware failures in an air quality measuring station with low cost sensors

Sylvain Poupry, Kamal Medjaher, Cédrick Béler
Abstract 571 | PDF Downloads 358
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Automatic Generation of Seven-Segment Display Image for Machine-Learning-Based Digital Meter Reading

Kota Gushima , Takahiro Kashima
Abstract 850 | PDF Downloads 454
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Automating daily inspection for Expressways using anomaly detection model

Yuta Shirakawa, Satoshi Ito, Reiko Noda, Naoto Yoshitani, Masahide Wake, Honoka Takano
Abstract 570 | PDF Downloads 465
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Bayesian-based Component Lifetime Prediction Model Using Workshop and Telematics Data

Seungyoung Park, Jihyun Lee
Abstract 660 | PDF Downloads 511
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Bridging the Gap: A Comparative Analysis of Regressive Remaining Useful Life Prediction and Survival Analysis Methods for Predictive Maintenance

Mahmoud Rahat , Zahra Kharazian , Peyman Sheikholharam Mashhadi, Thorsteinn Rögnvaldsson, Shamik Choudhury
Abstract 1077 | PDF Downloads 475
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Change Point-based Spatio-temporal Process Modeling of Image Degradation for Manufacturing Process

Munwon Lim , Suk Joo Bae
Abstract 516 | PDF Downloads 560
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Comprehensive Failure Diagnosis Model with Degradation Indicators of Multiple Sensors

Jun Tominaga, Shoya Kamiaka, Kohei Kuroda
Abstract 581 | PDF Downloads 490
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Configuration and Comparative Study of Prediction Models for Indoor Air Quality

Geonhwi Lee, Hea-Ryeon Seo , Hae-Jin Choi
Abstract 517 | PDF Downloads 571
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Deep Learning-Enabled Statistical Model Estimation for Power Transformers with Censoring and Truncation Problems

Jiaxiang Cheng, Sungin Cho, Yap Peng Tan, Guoqiang Hu
Abstract 561 | PDF Downloads 502
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Demonstration of Sensor Monitoring of Lubricants

Kyoko Kojima
Abstract 513 | PDF Downloads 513
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Detection and Diagnostic with Random Forest Classifier (RFC) to Improve the Maintenance Management System in Steam Boiler of Power Plant

Ghiffari Awliya Muhammad Ashfania, Tarwaji Warsokusumo, Toni Prahasto, Achmad Widodo
Abstract 648 | PDF Downloads 499
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Development of an Operational Digital Twin of a Locomotive Braking System Solenoid Valve for Fault Classification

Gabriel Davidyan, Jacob Bortman, Ron.S Kenett
Abstract 544 | PDF Downloads 353
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Differential Diagnosis with Active Testing

Emile van Gerwen, Leonardo Barbini, Michael Borth
Abstract 552 | PDF Downloads 343
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Discovering Premature Replacements in Predictive Maintenance Time-to-Event Data

Abdallah Alabdallah, Thorsteinn Rognvaldsson, Yuantao Fan , Sepideh Pashami, Mattias Ohlsson
Abstract 1991 | PDF Downloads 305
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Elastic Wave Field Neural Networks for Structural Health Monitoring: An Analytical and Numerical Study of Multiple Neurons

Arata Masuda, Konosuke Takashima
Abstract 488 | PDF Downloads 289
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Energy Saving Structural Health Monitoring Using Semi-Active Identification

Yushin Hara, Tianyi Tang, Keisuke Otsuka, Kanjuro Makihara
Abstract 471 | PDF Downloads 286
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Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction

Abhishek Srinivasan, Juan Carlos Andresen, Anders Holst
Abstract 753 | PDF Downloads 379
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Evaluation of Multi-Modal Learning for Predicting Coolant Pump Failures in Heavy Duty Vehicles

Yuantao Fan, Amine Atoui, Slawomir Nowaczyk, Thorsteinn Rognvaldsson
Abstract 631 | PDF Downloads 379
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Event detection in a noisy time series data using static smoothening and gradient variation analytics

Saravanaram T, Unnat Mankad, Simi Madhavan Karatha, Carmine Allegorico, Arati Halaki
Abstract 601 | PDF Downloads 320
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Explainable multimodal learning for predictive maintenance of steam generators

Duc An Nguyen , Sagar Jose, Thi Phuong Khanh Nguyen, Kamal Medjaher
Abstract 954 | PDF Downloads 520
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Failure Prediction of Hard Disk Drives in Redundant Arrays Using Disk-Level Performance Metrics

Masanao Natsumeda
Abstract 574 | PDF Downloads 423
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Fully Unsupervised Defect Clustering using Adversarial Autoencoder

Taewan Kim, Seungchul Lee
Abstract 480 | PDF Downloads 542
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Fusion with Joint Distribution and Adversarial Networks: A New Transfer Learning Approach for Intelligent Fault Diagnosis

Xueyi Li, Tianyu Yu, David He, Zhijie Xie, Xiangwei Kong
Abstract 590 | PDF Downloads 338
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Fuzzy-membership-based labeling: a new labeling method for both classification task and regression task

Diwang Ruan, Zhaorong Li, Yuheng Wu, Jianping Yan, Clemens Gühmann
Abstract 538 | PDF Downloads 296
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Health Monitoring of Power Semiconductor Module Using Temperature Sensitive Electrical Parameter

Guesuk Lee, Sungsoon Choi , Byongjin Ma, Kim Jemini
Abstract 539 | PDF Downloads 736
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Improving Anomalous Sound Detection by Distance Matrix-Based Visualization of Measurement Flaws

Nobuaki Tanaka, Takeru Shiraga, Yusuke Itani
Abstract 583 | PDF Downloads 447
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Long-Term Preventive Failure Mitigation Strategy For Transformers Based on Markov Method

Jianzheng Wang, Guoqiang Hu, Sungin Cho
Abstract 458 | PDF Downloads 418
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Multi-Label Fault Diagnosis of Rotary Machine via Domain Adversarial Neural Network-Based Domain Generalization Targeting High Range Rotating Speed

Sukeun Hong, Jongsoo Lee
Abstract 502 | PDF Downloads 412
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Multiphysics-informed DeepONet of a lithium-ion battery to predict thermal runaway

Jinho Jeong, Eunji Kwak, Jun-Hyeong Kim, Ki-Yong Oh
Abstract 943 | PDF Downloads 800
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Novel Ensemble Domain Adaptation Methodology for Enhanced Multi-class Fault Diagnosis of Highly-Connected Fleet of Assets

Takanobu Minami, Alexander Suer, Pradeep Kundu, Shahin Siahpour, Jay Lee
Abstract 690 | PDF Downloads 407
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Observation and Prediction of Instability due to RD Fluid Force in Rotating Machinery by Operational Modal Analysis

Daiki Goto, Tsuyoshi Inoue, Akira Heya, Shogo Kimura, Shinsaku Nakamura, Yusuke Watanabe
Abstract 471 | PDF Downloads 314
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Online fault detection for industrial processes through Kalman filter

Wenyi Liu , Takehisa Yairi
Abstract 601 | PDF Downloads 331
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Physical Reservoir-Based Health Monitoring of a Structure with Nonlinear Attachments

Arata Masuda, Konosuke Takashima
Abstract 542 | PDF Downloads 342
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Prediction of Impact Information of Composites Laminates Considering the Practicality

Saki Hasebe, Ryo Higuchi, Tomohiro Yokozeki, Shin-ichi Takeda
Abstract 483 | PDF Downloads 289
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Prognosis using Bayesian Method by Incorporating Physical Constraints

Hyung Jun Park, Nam Ho Kim, Joo-Ho Choi
Abstract 508 | PDF Downloads 300
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Prognostics in Highly Accelerated Limit Testing Using Deep Learning Data Analysis

Tadahiro Shibutani
Abstract 535 | PDF Downloads 389
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Quantum Optimization for Location Assignment Problem in ASSR

Kuniaki Satori, Nobuyuki Yoshikawa
Abstract 709 | PDF Downloads 410
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Research on the method of digital twin operation and maintenance platform for intelligent early warning of wind turbine tower

Yu Jia, Xiaomo Jiang
Abstract 892 | PDF Downloads 331
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Sequential Domain Adaptation for Fault Diagnosis in Rotating Machinery

Yong Chae Kim, Jin Uk Ko, Jinwook Lee, Taehun Kim , Joon Ha Jung, Byeng D. Youn
Abstract 497 | PDF Downloads 612
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Sound-Dr: Reliable Sound Dataset and Baseline Artificial Intelligence System for Respiratory Illnesses

Van Truong Hoang, Quang Nguyen, Quoc Cuong Nguyen, Xuan Phong Nguyen, Hoang Nguyen
Abstract 1019 | PDF Downloads 905
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Statistical Analysis and Runtime Monitoring for an AI-based Autonomous Centerline Tracking System

Yuning He, Johann Schumann
Abstract 1134 | PDF Downloads 345
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Study on the intermittent fault mechanism of electromagnetic relay under complex environmental stress

Ye Jingzhong, Lyu Kehong, Liu Guanjun, Qiu Jing
Abstract 519 | PDF Downloads 897
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System-Level Simulation of 120 kW Interior Permanent Magnet Synchronous Motor Drive for Electric Vehicle Usage Under Various Types of Faults for Fault Diagnosis

Woyeong Kwon, Jaewook Oh, Inhyeok Hwang, Namsu Kim
Abstract 488 | PDF Downloads 594
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Simulation-driven Bearing Fault Diagnosis for Condition Monitoring without Faulty Data

Iljeok Kim, Seungchul Lee
Abstract 578 | PDF Downloads 491
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Tacholess Instantaneous Speed Estimation Considering the Characteristics of Vibration Harmonics

Jinoh Yoo, Jongmin Park, Taehyung Kim, Jong Moon Ha, Byeng Dong Youn
Abstract 570 | PDF Downloads 370
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To Trust or Not: Towards Efficient Uncertainty Quantification for Stochastic Shapley Explanations

Joseph Cohen, Eunshin Byon, Xun Huan
Abstract 854 | PDF Downloads 557
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Trip Reduction in Turbo Machinery

Pranay Mathur , Carlo Michelassi , Simi Madhavan Karatha , Gilda Pedoto , Miguel Gomez Alguacil
Abstract 533 | PDF Downloads 368
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Unsupervised Anomaly Detection in Marine Diesel Engines using Transformer Neural Networks and Residual Analysis

Qin Liang, Knut Erik Knutsen, Erik Vanem, Houxiang Zhang, Vilmar Æsøy
Abstract 1070 | PDF Downloads 457
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Unsupervised Retrieval Based Multivariate Time Series Anomaly Detection and Diagnosis with Deep Binary Coding Models

Takehiko Mizoguchi, Yuji Kobayashi , Yasuhiro Ajiro
Abstract 569 | PDF Downloads 414
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V-belt Tension Reduction Diagnostic Method By Using Multi-Frequency Current Power Spectrum Density

Hiroshi Inoue, Ken Hirakida, Makoto Kanemaru, Peng Chen
Abstract 487 | PDF Downloads 308
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Data Challenge Papers

Anomaly Detection in Spacecraft Propulsion System using Time Series Classification based on K-NN

Yoshiki Kato, Taku Kato, Tsubasa Tanaka
Abstract 983 | PDF Downloads 552
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Dataset Generation Based on 1D-CAE Modeling for Fault Diagnostics in a Spacecraft Propulsion System

Kohji Tominaga, Yu Daimon, Masao Toyama, Kazushi Adachi, Seiji Tsutsumi, Noriyasu Omata, Taiichi Nagata
Abstract 679 | PDF Downloads 412
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Expert-Informed Hierarchical Diagnostics of Multiple Fault Modes of a Spacecraft Propulsion System

Osarenren Kennedy Aimiyekagbon, Alexander Lowen, Amelie Bender, Lars Muth, Walter Sextro
Abstract 763 | PDF Downloads 407
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Hybrid Approach of XGBoost and Rule-based Model for Fault Detection and Severity Estimation in Spacecraft Propulsion System

Sang Kyung Lee, Jiwon Lee, Seungyun Lee, Bongmo Kim, Yong Chae Kim, Jinwook Lee, Byeng Dong Youn
Abstract 822 | PDF Downloads 640
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PHM for Spacecraft Propulsion Systems: Similarity-Based Model and Physics-Inspired Features

Takanobu Minami, Jay Lee
Abstract 829 | PDF Downloads 588
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Invited Papers

Shipping inspection trial of quantum machine learning toward sustainable quantum factory

Takao Tomono, Satoko Natsubori
Abstract 769 | PDF Downloads 569
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Special Session Papers

A Feature Selection Method for Machine Tool Wear Diagnosis

Yuji Homma, Takaaki Nakamura
Abstract 555 | PDF Downloads 430
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A Health Index for Satellite System Based on Characteristics of Telemetry Data

Shun Katsube, Hironori Sahara
Abstract 476 | PDF Downloads 326
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A Method for Executing Digital System Models and Digital Twins at Scale to Enrich Fleet Health Management

Daniel Newman
Abstract 945 | PDF Downloads 501
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A new approach to multivariate statistical process control and its application to wastewater treatment process monitoring

Osamu Yamanaka, Yukio Hiraoka
Abstract 495 | PDF Downloads 294
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A New Challenge in Predictive Maintenance Analysis for Aircraft

Takashi Takemura
Abstract 1586 | PDF Downloads 889
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A Quantitative Analysis of Domain Discrepancies Between General- Speed and Very Low-Speed Bearings and Its Applications to Fault Diagnosis of Very Low-Speed Bearings Using Transfer Learning

Seungyun Lee, Sungjong Kim, Su J. Kim, Jiwon Lee, Heonjun Yoon, Byeng D. Youn
Abstract 526 | PDF Downloads 582
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A Simple Hybrid Model for Estimating Remaining Useful Life of SiC MOSFETs in Power Cycling Experiments

Mattias P. Eng, Andreas Lövberg, Maciej Misiorny, Wilhelm Söderkvist Vermelin, Klas Brinkfeldt, Madhav Mishra
Abstract 961 | PDF Downloads 598
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A study on self-diagnosis/prediction technology for LIDAR sensor of autonomous vehicles

Jaewook Lee, Jongsoo Lee
Abstract 599 | PDF Downloads 480
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A Study on the Intent-based System Design Automation Method for Fault Detection and Fault Tolerance

Takayuki Kuroda, Toshiki Watanabe, Tatsuya Fukuda
Abstract 511 | PDF Downloads 405
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A two-step detection method for actuator and sensor failures based on self-repairing PID control

Masayoshi Hara, Masanori Takahashi
Abstract 526 | PDF Downloads 310
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Acoustic Signal based Non-Contact Ball Bearing Fault Diagnosis Using Adaptive Wavelet De-Noising

Wonho Jung, Sung-Hyun Yun, Yong-Hwa Park
Abstract 484 | PDF Downloads 359
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Advancing Predictive Maintenance: A Study of Domain Adaptation for Fault Identification in Gearbox Components

Shinya Tsuruta, Koji Wakimoto, Takaaki Nakamura, Shahin Siahpour, Marcella Miller, John Taco, Jay Lee
Abstract 881 | PDF Downloads 471
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Algorithmic Study for Power Restoration in Electrical Distribution Networks

Jun Kawahara, Chuta Yamaoka, Takehiro Ito, Akira Suzuki, Daisuke Iioka, Shuhei Sugimura, Seiya Goto, Takayuki Tanabe
Abstract 506 | PDF Downloads 556
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An Easy-to-Use and Customizable Data Science Tool for Predictive Maintenance in Manufacturing

Naoki Sugawara
Abstract 514 | PDF Downloads 339
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An Experimental Study of the Effect of Patrol Inspection Strategy for Improving Detection Rate of Abnormality of Industrial Plants

Akio Gofuku, Riku Kishimoto
Abstract 473 | PDF Downloads 206
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Anomaly detection for yield improvement in glass production

Haruo Yonemori, Kenichi Arai, Hironobu Yamamichi , Ichiro Sakata, Makoto Imamura
Abstract 556 | PDF Downloads 367
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Anomaly Detection in Air Handling Units using Motor Current Signal Imaging for Belt Looseness Detection

Sung Hyun Yun, Wonho Jung, Daeguen Lim, Yong-Hwa Park
Abstract 584 | PDF Downloads 529
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Anomaly Detection in Airliner Centrifugal Compressor Using Sensor Data during the Climb Phase

Sadanari Shigetomi, Makoto Imamura, Naoya Kaido , Makoto Taniguchi , Masaru Nishiwaki , Junichiro Kaya
Abstract 712 | PDF Downloads 614
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Anomaly detection of propulsion system of spacecrafts with Light GBM

Shota Iino, Hideki Nomoto, Takayuki Hirose, Yasutaka Michiura, Go Fujii, Takashi Uchiyama
Abstract 514 | PDF Downloads 425
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Anomaly Sign Detection for Automatic Ticket Gates by the Histogram Limitation Method

Ken Ueno, Shigeru Maya, Kiyoku Endo
Abstract 499 | PDF Downloads 331
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Applications of Active Learning in Predictive Maintenance

Navid Zaman, You Jung Jun, Yan Li, Daniel Chan
Abstract 519 | PDF Downloads 453
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Automatic Detection of Concrete Surface Defects Using Deep Learning and Laser Ultrasonic Visualization Testing

Takahiro Saitoh, Syumpei Ohyama, Tsuyoshi Kato, Sohichi Hirose
Abstract 578 | PDF Downloads 282
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AVIATAR – Deep dive into prediction with AVIATAR with in-service examples from airlines

Sebastian Lang
Abstract 576 | PDF Downloads 532
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AVIATAR – Optimizing airline flight operations with Predictive Health Analytics and building on digital platform technology

Mia Witzig
Abstract 1083 | PDF Downloads 800
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Building The Health Monitoring and Fault Diagnosis Models For Stamping Press

Yuan-Jen Chang, Lin-Jie Chen, Yuta Tu, Hung-Pin Yang, Chen-Kang Lee
Abstract 668 | PDF Downloads 399
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Condition-based Maintenance of Brake Pads and Tires in Shared Vehicles using Cloud-based Health monitoring and prognostics.

Jeong Hae Lee, Jaewook Oh, Jeongwoo Lee, Seungyoung Park, Jihyeon Lee, Namsu Kim
Abstract 456 | PDF Downloads 447
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Construction and evaluation of an anomaly detection system using System Invariant Analysis Technology(SIAT) for sound data

Tomoya Soma, Akiko Sasaki
Abstract 455 | PDF Downloads 240
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Damage-Based Lifetime Modeling for Power Electronic Devices

Chao Guo, Chao Guo, Zhonghai Lu
Abstract 623 | PDF Downloads 469
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Data-Driven Prognostics and Diagnostics of Industrial Machinery — A Turbofan Engine Case Study

Russell Graves, Peeyush Pankaj, Vineet J Kuruvilla, Rachel Johnson, Michio Inoue
Abstract 786 | PDF Downloads 716
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Data-driven Pump Performance Analysis Using Online Monitoring Data Accumulated with Supervisory Control and Data Acquisition System

Ryo Namba, Hiroyuki Hokari, Hideaki Komine
Abstract 540 | PDF Downloads 509
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Data-driven satellite monitoring method applicable to various telemetry

Noriyasu Omata, Seiji Tsutsumi , Abe Masaharu , Iku Shinohara
Abstract 532 | PDF Downloads 335
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Deep Learning Approach for Operational Transfer Path Analysis: Case Study of Electric Vehicles

Jeongmin Oh , Donghwi Yoo, Hyunseok Oh, Yong Hyun Ryu , Kyung-Woo Lee, Dae-Un Sung
Abstract 609 | PDF Downloads 633
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Deep Learning/Machine Learning Techniques for Vibration Condition Monitoring of Major Facilities in Automobile Assembly/Painting Plants

Gun Sik Kim, Deog Hyeon Kim, Jin Woo Park, Ju Heon Hwang
Abstract 548 | PDF Downloads 443
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Deep Metric Learning for Abnormal Rotation Detection of Satellites from Irregularly Sampled Light Curve

Jun Yoshida, Ryosuke Togawa, Taichiro Sano
Abstract 500 | PDF Downloads 345
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Deep Neural Network Anomaly Detection and Statistical Estimation of High Pressure Liquefied Natural Gas Pipe

Dabin Yang, Jongsoo Lee
Abstract 498 | PDF Downloads 463
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Design of a Framework for Demand Forecasting Using Time Series Decomposition-Based Approach

Hazuki Shibayama, Aya Ishigaki, Takasumi Kobe, Takafumi Ueda, Daichi Arimizu, Takaaki Nakamura
Abstract 820 | PDF Downloads 795
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Demonstration of model-based real-time anomaly detection in a JAXA 6.5m×5.5m low-speed wind tunnel.

Shotaro Hamato, Seiji Tsutsumi , Hirotaka Yamashita, Tatsuro Shiohara, Tomonari Hirotani , Hiroyuki Kato
Abstract 506 | PDF Downloads 362
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Development of a space exploration rover digital twin for damage detection

Lucio Pinello, Marco Giglio, Claudio Cadini, Giuseppe Francesco De Luca
Abstract 696 | PDF Downloads 648
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Development of an Amine Antioxidant Depletion Diagnosis Method Using Colorimetric Analysis of Membrane Patches

Tomomi Honda, Daisuke Hamano
Abstract 458 | PDF Downloads 296
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Development of demonstration system for fault diagnosis of rotating equipments using RK4 test rig

Hyun Joon Lee, Jae Won Jang, Hyung Jun Park, Kyoung Rae Noh, Sangchul Lee , Joo-Ho Choi
Abstract 553 | PDF Downloads 421
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Digital Twin for condition based maintenance within a railway infrastructure testing lab

Antonio J. Guillén López, Juan Fco. Gómez Fernández, Pedro Urda, Jose Luis Escalona, Adolfo Crespo Márquez, Fernando Olivencia
Abstract 720 | PDF Downloads 302
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Digital Twin for Diagnosis of Belt Looseness in HVAC Systems using multi-body dynamics simulation

Daeguen Lim, Wonho Jung, Sung Hyun Yun, Yong Hwa Park, Gil-Yong Lee
Abstract 580 | PDF Downloads 406
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Digital Twin of Built Structures assisted by Computer Vision Techniques: Overview and Preliminary Results

Yasutaka Narazaki
Abstract 580 | PDF Downloads 660
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Effect of Aircraft Health Management on Aircraft Maintenance Program Development by Aircraft Manufacturer

Takuro Koizumi, Nozomu Kogiso
Abstract 2819 | PDF Downloads 751
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Efficient Inspection of Civil Engineering Structures for Railways and Roads Using Images and GNSS

Tomoya Abe, Masashi Ueda, Yuki Watanabe, Yoshiyuki Matsui, Takato Yasuno
Abstract 502 | PDF Downloads 364
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Expert Knowledge Transfer from CAE Models to CNN Models Using Enhanced Adversarial Domain Adaptation

Minseok Choi, Dongmin Lee, Mikyung Hwang, Dongwhi Yoo, Hyunseoh Oh
Abstract 523 | PDF Downloads 445
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Extracting Broken-Rotor-Bar Fault Signature of Varying-Speed Induction Motors

Dehong Liu, Anantaram Varatharajan, Abraham Goldsmith
Abstract 591 | PDF Downloads 281
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Fault Detection of Rotor Bars in Inverter-Fed Induction Motors Based on Current Signature Analysis Technique

Tomoyuki Iwawaki, Makoto Kanemaru, Yuto Yasuhara, Toshihiko Miyauchi
Abstract 513 | PDF Downloads 364
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Few-Shot Learning for Full Ceramic Bearing Fault Diagnosis with Acoustic Emission Signals

David He, Miao He, Alessandro Taffari
Abstract 701 | PDF Downloads 467
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Field study toward anomaly road damage detection with drive recorder

Masato Tsuchiya, Ken Miyamoto, Takashi Ota, Yasushi Sugama
Abstract 546 | PDF Downloads 350
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Imbalanced Anomaly Detection Using Augmented Deeper FCDDs for Wooden Sleeper Deterioration Prognostics

Takato Yasuno, Junichiro Fujii, Masahiro Okano
Abstract 522 | PDF Downloads 291
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Improvement in Identification Accuracy of a Failure Diagnostic System for a Reusable Rocket Engine

Fumihisa Nagashima, Hatsuo Mori, Yasuhiro Ishikawa , Sato Masaki , Tomoyuki Hashimoto
Abstract 538 | PDF Downloads 358
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Industrial automation findings: Smart Manufacturing Kaizen Level (SMKL) based maturity evaluation access to digital transformation and decarbonization

Nicole S. Otoki, Yasuo Onodera, Mitsushiro Fujishima
Abstract 537 | PDF Downloads 465
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Integration of Health Monitoring of Cutting Tools and Production Scheduling in Smart Factory

Hitoshi Komoto, German Herrera, Jonny Herwan, Yoshiyuki Furukawa
Abstract 430 | PDF Downloads 261
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Lessons Learned from Aircraft Component Failure Prediction using Full Flight Sensor Data

Changzhou Wang, Darren Puigh, Audrey Lei, Wei Guo, Jun Yuan, Mark Mazarek
Abstract 790 | PDF Downloads 1079
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Machine learning model for detecting hydrogen leakage from hydrogen pipeline using physical modeling

Yuki Suzuki, Jo Nakayama, Tomoya Suzuki, Tomoya Soma, Yu-ichiro Izato, Atusmi Miyake
Abstract 1052 | PDF Downloads 761
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MLOps for PHM Systems

Mikael Yemane
Abstract 620 | PDF Downloads 653
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Model Based and Big Data Enabled Predictive Maintenance Capability Development Experience

Mark Mazarek , Darren Macer , Changzhou Wang
Abstract 1115 | PDF Downloads 1373
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Modeling of Journal Bearings for Wear Diagnosis and Its Verification Using SVM

Masaki Goto , Tsuyoshi Inoue , Akira Heya , Keiichi Katayama, Shogo Kimura, Shigeyuki Tomimatsu, Shota Yabui
Abstract 526 | PDF Downloads 449
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Non-destructive Prognostics for Rolling Bearings by Eddy Current Testing

Daisuke Kobayashi, Koichiro Ono, Masahide Natori, Hiroki Komata
Abstract 682 | PDF Downloads 493
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Nonlinear Model Predictive Control using Neural ODE Replicas of Dynamic Simulators

Shumpei Kubosawa, Takashi Onishi, Yoshimasa Tsuruoka
Abstract 860 | PDF Downloads 454
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Observation Maintenance for Bridges Using Early Detection of Deterioration Progress

Hitoshi Ito, Toshiaki Mizobuchi
Abstract 450 | PDF Downloads 257
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Operational Prognostic Model Evaluation

Shashvat Prakash, Katarina Vuckovic , Sanket Amin
Abstract 497 | PDF Downloads 2709
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Outlier Analysis of Bridge Deflections Using Satellite SAR and Structural Simulation: A Case Study on a Collapse Accident in a Water Pipe Bridge in Japan

Kosuke Kinoshita, Yoshiyuki Yajima, Takahiro Kumura, Mayuko Nishio
Abstract 489 | PDF Downloads 403
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Pipe Corrosion Inspection System based on Human-in-the-Loop Machine Learning

Toshihiro Shimbo, Yousuke Okada, Hitoshi Matsubara
Abstract 468 | PDF Downloads 310
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Power Consumption Optimization for Electric Arc Furnace with Time Series Prediction

Jaehyuk Lee, Songhwan Kim, Boseon Yoo , Jaesik Choi
Abstract 943 | PDF Downloads 1508
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Prediction of Remaining Life of Turbo Pump Inducer for Spacecraft Using Cumulative Damage Model

Hatsuo Mori, Makoto Imamura
Abstract 496 | PDF Downloads 315
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Predictive Maintenance for station equipment and Applications for the Space field

Ryoma Yokoyama, Ryosuke Kono, Atsushi Matsuda, Yohei Shiomi
Abstract 472 | PDF Downloads 636
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Predictive modelling for airline technical operations

Dimitri Reiswich
Abstract 711 | PDF Downloads 530
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Proposal of a Time Series Anomaly Detection Method Using Image Encoding Techniques

Ryo Sakurai, Takehisa Yairi
Abstract 650 | PDF Downloads 705
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Quality Management for Machine Learning Systems

Yutaka Oiwa
Abstract 462 | PDF Downloads 390
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Resilient Operation Planning for CubeSat Using Reinforcement Learning

Shuntaro Kuroiwa, Nozomu Kogiso
Abstract 528 | PDF Downloads 342
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RUL Estimation for Package Failure of Power Electronic Devices Using Integral Mean of Precursor Signal

Zhonghai Lu, Chao Guo , Pol Ghesquiere , Kai Kriegel, Gerhard Mitic
Abstract 685 | PDF Downloads 324
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Semi-supervised machine learning for motor eccentricity fault diagnosis

Bingnan Wang, Shen Zhang, Hiroshi Inoue, Makoto Kanemaru
Abstract 620 | PDF Downloads 338
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Size Estimation of Flaking in Rolling Bearings Using Deep Learning with Explainability

Osamu Yoshimatsu, Keiichiro Taguchi, Sato Yoshihiro, Takehisa Yairi
Abstract 523 | PDF Downloads 477
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SKYWISE - Big data platform as a foundation of airlines predictive and health monitoring

William Bernard, Anthony Hoffmann
Abstract 1693 | PDF Downloads 4098
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Study of Localization of Partial Discharges in Oil-filled Transformers using Acoustic Emission Signals

Yasutomo Otake, Kunihiko Tajiri
Abstract 463 | PDF Downloads 356
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Systemic symptom detection in telemetry of ISS with explainability using FRAM and SpecTRM

Shota Iino, Hideki Nomoto, Takashi Fukui, Sayaka Ishizawa, Miki Sasaki, Yohei Yagisawa, Takayuki Hirose, Yasutaka Michiura, Hiroharu Shibayama
Abstract 512 | PDF Downloads 293
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Study on Fault Diagnosis in a Spacecraft Propulsion System

Kazushi Adachi, Samir Khan, Kohji Tominaga, Noriyasu Omata, Seiji Tsutsumi, Taiichi Nagata
Abstract 652 | PDF Downloads 535
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Study on the Estimation of Concrete Defects Volume on Dam Body Surface

Akira Ishii, Hiroaki Sugawara, Masazumi Amakata
Abstract 468 | PDF Downloads 288
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Time Shifting Data Augmentation to Alleviate Class-Imbalance Problem for Cross-Domain Bearing Fault Diagnosis

Donghwi Yoo, Minseok Choi, Hyunseok Oh
Abstract 652 | PDF Downloads 390
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