Vol. 4 No. 1 (2023): Proceedings of the Asia Pacific Conference of the PHM Society 2023

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 1067 | PDF Downloads 820 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3665
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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 1024 | PDF Downloads 679 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3768
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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 913 | PDF Downloads 779 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3602
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A Multi-periodicity and Multi-scale Network for Motor Fault Diagnosis

Pengcheng Xia, Kaiwen Zhang , Yixiang Huang , Chengliang Liu
Abstract 1006 | PDF Downloads 682 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3742
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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 1963 | PDF Downloads 2172 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3723
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A Reliability-Centered Maintenance Framework for Distribution Grids Based on Fault-Tree Analysis

Ting Wang, Guoqiang Hu, Sungin Cho
Abstract 1036 | PDF Downloads 1073 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3734
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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 947 | PDF Downloads 920 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3601
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A Simple Remaining Useful Life Algorithm Using the Quadratic

Eric Bechhoefer , Nobuhiro Fujiki, Yusuke Kitsutaka, Sotaro Tsukamoto, Akio Usui
Abstract 1409 | PDF Downloads 710 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3656
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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 883 | PDF Downloads 900 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3627
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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 1224 | PDF Downloads 693 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3607
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Abnormal Detection Using Two-Stage Method in Combined Power Plant

Yun Hee Kim , Suk Joo Bae
Abstract 795 | PDF Downloads 706 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3772
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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 861 | PDF Downloads 859 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3649
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Advanced Weibull Modelling with Outliers

Yipeng Pang, Guoqiang Hu, Sungin Cho
Abstract 930 | PDF Downloads 1131 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3712
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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 1187 | PDF Downloads 783 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3836
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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 1122 | PDF Downloads 1614 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3623
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An improved OAKR approach to condition monitoring of rotating machinery

Kexin Zhang, Xiaomo Jiang
Abstract 947 | PDF Downloads 615 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3600
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Analysis of Diagnostic Capabilities for Degradation of Brushless Direct Current Motors Depending on Varying Simulation Data

Max Weigert
Abstract 949 | PDF Downloads 565 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3645
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Analysis of Statistical Data Heterogeneity in Federated Fault Identification

Zahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami
Abstract 1822 | PDF Downloads 796 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3708
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Anomaly data synthesis and detection via domain randomization

Joonha Jun, Jongsoo Lee
Abstract 814 | PDF Downloads 708 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3672
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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 891 | PDF Downloads 657 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3654
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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 1207 | PDF Downloads 1009 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3753
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Assessing the Performance of Transformer for Time Series Anomaly Detection

Takuto Nakashima , Takehisa Yairi
Abstract 2035 | PDF Downloads 1961 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3773
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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 861 | PDF Downloads 510 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3706
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Automatic Generation of Seven-Segment Display Image for Machine-Learning-Based Digital Meter Reading

Kota Gushima , Takahiro Kashima
Abstract 1340 | PDF Downloads 783 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3612
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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 817 | PDF Downloads 628 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3597
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Bayesian-based Component Lifetime Prediction Model Using Workshop and Telematics Data

Seungyoung Park, Jihyun Lee
Abstract 951 | PDF Downloads 845 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3739
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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 1636 | PDF Downloads 730 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3646
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Change Point-based Spatio-temporal Process Modeling of Image Degradation for Manufacturing Process

Munwon Lim , Suk Joo Bae
Abstract 786 | PDF Downloads 768 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3779
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Comprehensive Failure Diagnosis Model with Degradation Indicators of Multiple Sensors

Jun Tominaga, Shoya Kamiaka, Kohei Kuroda
Abstract 835 | PDF Downloads 783 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3704
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Configuration and Comparative Study of Prediction Models for Indoor Air Quality

Geonhwi Lee, Hea-Ryeon Seo , Hae-Jin Choi
Abstract 760 | PDF Downloads 756 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3781
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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 823 | PDF Downloads 730 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3762
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Demonstration of Sensor Monitoring of Lubricants

Kyoko Kojima
Abstract 784 | PDF Downloads 699 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3660
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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 1047 | PDF Downloads 786 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3670
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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 791 | PDF Downloads 566 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3695
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Differential Diagnosis with Active Testing

Emile van Gerwen, Leonardo Barbini, Michael Borth
Abstract 808 | PDF Downloads 514 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3763
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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 2510 | PDF Downloads 476 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3609
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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 710 | PDF Downloads 439 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3761
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Energy Saving Structural Health Monitoring Using Semi-Active Identification

Yushin Hara, Tianyi Tang, Keisuke Otsuka, Kanjuro Makihara
Abstract 708 | PDF Downloads 439 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3729
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Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction

Abhishek Srinivasan, Juan Carlos Andresen, Anders Holst
Abstract 1179 | PDF Downloads 570 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3611
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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 937 | PDF Downloads 579 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3716
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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 937 | PDF Downloads 486 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3749
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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 1418 | PDF Downloads 784 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3783
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Failure Prediction of Hard Disk Drives in Redundant Arrays Using Disk-Level Performance Metrics

Masanao Natsumeda
Abstract 867 | PDF Downloads 748 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3626
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Fully Unsupervised Defect Clustering using Adversarial Autoencoder

Taewan Kim, Seungchul Lee
Abstract 762 | PDF Downloads 859 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3758
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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 866 | PDF Downloads 502 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3770
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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 866 | PDF Downloads 427 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3721
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Health Monitoring of Power Semiconductor Module Using Temperature Sensitive Electrical Parameter

Guesuk Lee, Sungsoon Choi , Byongjin Ma, Kim Jemini
Abstract 860 | PDF Downloads 1082 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3613
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Improving Anomalous Sound Detection by Distance Matrix-Based Visualization of Measurement Flaws

Nobuaki Tanaka, Takeru Shiraga, Yusuke Itani
Abstract 936 | PDF Downloads 667 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3754
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Long-Term Preventive Failure Mitigation Strategy For Transformers Based on Markov Method

Jianzheng Wang, Guoqiang Hu, Sungin Cho
Abstract 699 | PDF Downloads 590 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3711
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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 869 | PDF Downloads 650 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3651
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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 1370 | PDF Downloads 1139 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3755
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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 960 | PDF Downloads 611 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3701
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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 697 | PDF Downloads 501 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3669
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Online fault detection for industrial processes through Kalman filter

Wenyi Liu , Takehisa Yairi
Abstract 880 | PDF Downloads 565 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3606
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Physical Reservoir-Based Health Monitoring of a Structure with Nonlinear Attachments

Arata Masuda, Konosuke Takashima
Abstract 917 | PDF Downloads 613 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3610
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Prediction of Impact Information of Composites Laminates Considering the Practicality

Saki Hasebe, Ryo Higuchi, Tomohiro Yokozeki, Shin-ichi Takeda
Abstract 732 | PDF Downloads 470 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3658
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Prognosis using Bayesian Method by Incorporating Physical Constraints

Hyung Jun Park, Nam Ho Kim, Joo-Ho Choi
Abstract 777 | PDF Downloads 447 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3681
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Prognostics in Highly Accelerated Limit Testing Using Deep Learning Data Analysis

Tadahiro Shibutani
Abstract 797 | PDF Downloads 640 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3608
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Quantum Optimization for Location Assignment Problem in ASSR

Kuniaki Satori, Nobuyuki Yoshikawa
Abstract 979 | PDF Downloads 732 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3713
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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 1242 | PDF Downloads 538 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3666
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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 781 | PDF Downloads 840 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3740
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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 1485 | PDF Downloads 1459 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3604
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Statistical Analysis and Runtime Monitoring for an AI-based Autonomous Centerline Tracking System

Yuning He, Johann Schumann
Abstract 1773 | PDF Downloads 508 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3738
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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 890 | PDF Downloads 1977 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3771
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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 768 | PDF Downloads 860 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3780
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Simulation-driven Bearing Fault Diagnosis for Condition Monitoring without Faulty Data

Iljeok Kim, Seungchul Lee
Abstract 1111 | PDF Downloads 779 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3778
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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 998 | PDF Downloads 620 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3718
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To Trust or Not: Towards Efficient Uncertainty Quantification for Stochastic Shapley Explanations

Joseph Cohen, Eunshin Byon, Xun Huan
Abstract 1245 | PDF Downloads 864 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3694
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Trip Reduction in Turbo Machinery

Pranay Mathur , Carlo Michelassi , Simi Madhavan Karatha , Gilda Pedoto , Miguel Gomez Alguacil
Abstract 791 | PDF Downloads 617 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3737
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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 1614 | PDF Downloads 640 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3724
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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 846 | PDF Downloads 642 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3647
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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 775 | PDF Downloads 579 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3726
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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 1322 | PDF Downloads 794 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3675
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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 964 | PDF Downloads 625 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3784
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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 1119 | PDF Downloads 629 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3596
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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 1128 | PDF Downloads 945 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3709
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PHM for Spacecraft Propulsion Systems: Similarity-Based Model and Physics-Inspired Features

Takanobu Minami, Jay Lee
Abstract 1173 | PDF Downloads 912 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3769
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Invited Papers

Shipping inspection trial of quantum machine learning toward sustainable quantum factory

Takao Tomono, Satoko Natsubori
Abstract 981 | PDF Downloads 751 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3733
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Special Session Papers

A Feature Selection Method for Machine Tool Wear Diagnosis

Yuji Homma, Takaaki Nakamura
Abstract 813 | PDF Downloads 624 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3717
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A Health Index for Satellite System Based on Characteristics of Telemetry Data

Shun Katsube, Hironori Sahara
Abstract 707 | PDF Downloads 580 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3655
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A Method for Executing Digital System Models and Digital Twins at Scale to Enrich Fleet Health Management

Daniel Newman
Abstract 1229 | PDF Downloads 897 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3750
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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 764 | PDF Downloads 427 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3751
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A New Challenge in Predictive Maintenance Analysis for Aircraft

Takashi Takemura
Abstract 1847 | PDF Downloads 1168 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3728
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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 764 | PDF Downloads 778 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3736
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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 1380 | PDF Downloads 1003 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3744
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A study on self-diagnosis/prediction technology for LIDAR sensor of autonomous vehicles

Jaewook Lee, Jongsoo Lee
Abstract 865 | PDF Downloads 712 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3745
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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 720 | PDF Downloads 572 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3759
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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 767 | PDF Downloads 487 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3698
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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 800 | PDF Downloads 704 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3692
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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 1267 | PDF Downloads 750 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3714
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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 1102 | PDF Downloads 773 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3625
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An Easy-to-Use and Customizable Data Science Tool for Predictive Maintenance in Manufacturing

Naoki Sugawara
Abstract 746 | PDF Downloads 554 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3631
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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 707 | PDF Downloads 350 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3638
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Anomaly detection for yield improvement in glass production

Haruo Yonemori, Kenichi Arai, Hironobu Yamamichi , Ichiro Sakata, Makoto Imamura
Abstract 823 | PDF Downloads 581 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3748
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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 887 | PDF Downloads 850 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3636
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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 1025 | PDF Downloads 956 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3648
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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 849 | PDF Downloads 647 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3719
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Anomaly Sign Detection for Automatic Ticket Gates by the Histogram Limitation Method

Ken Ueno, Shigeru Maya, Kiyoku Endo
Abstract 719 | PDF Downloads 561 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3671
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Applications of Active Learning in Predictive Maintenance

Navid Zaman, You Jung Jun, Yan Li, Daniel Chan
Abstract 782 | PDF Downloads 676 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3620
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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 853 | PDF Downloads 433 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3673
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AVIATAR – Deep dive into prediction with AVIATAR with in-service examples from airlines

Sebastian Lang
Abstract 825 | PDF Downloads 786 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3776
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AVIATAR – Optimizing airline flight operations with Predictive Health Analytics and building on digital platform technology

Mia Witzig
Abstract 1387 | PDF Downloads 1315 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3775
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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 1039 | PDF Downloads 797 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3735
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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 654 | PDF Downloads 969 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3599
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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 676 | PDF Downloads 366 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3685
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Damage-Based Lifetime Modeling for Power Electronic Devices

Chao Guo, Chao Guo, Zhonghai Lu
Abstract 936 | PDF Downloads 985 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3756
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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 1242 | PDF Downloads 1941 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3690
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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 838 | PDF Downloads 823 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3633
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Data-driven satellite monitoring method applicable to various telemetry

Noriyasu Omata, Seiji Tsutsumi , Abe Masaharu , Iku Shinohara
Abstract 760 | PDF Downloads 548 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3615
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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 866 | PDF Downloads 904 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3793
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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 744 | PDF Downloads 844 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3639
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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 766 | PDF Downloads 531 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3687
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Deep Neural Network Anomaly Detection and Statistical Estimation of High Pressure Liquefied Natural Gas Pipe

Dabin Yang, Jongsoo Lee
Abstract 721 | PDF Downloads 812 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3677
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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 1213 | PDF Downloads 1666 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3696
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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 678 | PDF Downloads 551 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3632
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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 983 | PDF Downloads 1057 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3628
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Development of an Amine Antioxidant Depletion Diagnosis Method Using Colorimetric Analysis of Membrane Patches

Tomomi Honda, Daisuke Hamano
Abstract 696 | PDF Downloads 599 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3741
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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 805 | PDF Downloads 653 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3642
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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 1138 | PDF Downloads 504 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3662
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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 781 | PDF Downloads 590 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3782
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Digital Twin of Built Structures assisted by Computer Vision Techniques: Overview and Preliminary Results

Yasutaka Narazaki
Abstract 848 | PDF Downloads 1120 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3777
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Effect of Aircraft Health Management on Aircraft Maintenance Program Development by Aircraft Manufacturer

Takuro Koizumi, Nozomu Kogiso
Abstract 3087 | PDF Downloads 1084 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3727
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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 716 | PDF Downloads 549 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3683
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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 715 | PDF Downloads 625 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3634
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Extracting Broken-Rotor-Bar Fault Signature of Varying-Speed Induction Motors

Dehong Liu, Anantaram Varatharajan, Abraham Goldsmith
Abstract 895 | PDF Downloads 479 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3710
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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 875 | PDF Downloads 759 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3725
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Few-Shot Learning for Full Ceramic Bearing Fault Diagnosis with Acoustic Emission Signals

David He, Miao He, Alessandro Taffari
Abstract 1036 | PDF Downloads 878 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3752
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Field study toward anomaly road damage detection with drive recorder

Masato Tsuchiya, Ken Miyamoto, Takashi Ota, Yasushi Sugama
Abstract 746 | PDF Downloads 558 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3732
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Imbalanced Anomaly Detection Using Augmented Deeper FCDDs for Wooden Sleeper Deterioration Prognostics

Takato Yasuno, Junichiro Fujii, Masahiro Okano
Abstract 737 | PDF Downloads 421 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3678
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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 779 | PDF Downloads 559 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3637
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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 768 | PDF Downloads 752 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3668
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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 598 | PDF Downloads 432 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3659
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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 1045 | PDF Downloads 1512 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3684
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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 1616 | PDF Downloads 1119 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3765
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MLOps for PHM Systems

Mikael Yemane
Abstract 831 | PDF Downloads 872 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3703
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Model Based and Big Data Enabled Predictive Maintenance Capability Development Experience

Mark Mazarek , Darren Macer , Changzhou Wang
Abstract 1342 | PDF Downloads 1798 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3667
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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 739 | PDF Downloads 718 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3640
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Non-destructive Prognostics for Rolling Bearings by Eddy Current Testing

Daisuke Kobayashi, Koichiro Ono, Masahide Natori, Hiroki Komata
Abstract 954 | PDF Downloads 829 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3715
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Nonlinear Model Predictive Control using Neural ODE Replicas of Dynamic Simulators

Shumpei Kubosawa, Takashi Onishi, Yoshimasa Tsuruoka
Abstract 1350 | PDF Downloads 613 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3679
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Observation Maintenance for Bridges Using Early Detection of Deterioration Progress

Hitoshi Ito, Toshiaki Mizobuchi
Abstract 616 | PDF Downloads 547 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3757
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Operational Prognostic Model Evaluation

Shashvat Prakash, Katarina Vuckovic , Sanket Amin
Abstract 710 | PDF Downloads 2890 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3790
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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 683 | PDF Downloads 615 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3700
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Pipe Corrosion Inspection System based on Human-in-the-Loop Machine Learning

Toshihiro Shimbo, Yousuke Okada, Hitoshi Matsubara
Abstract 684 | PDF Downloads 455 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3699
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Power Consumption Optimization for Electric Arc Furnace with Time Series Prediction

Jaehyuk Lee, Songhwan Kim, Boseon Yoo , Jaesik Choi
Abstract 1544 | PDF Downloads 2703 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3743
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Prediction of Remaining Life of Turbo Pump Inducer for Spacecraft Using Cumulative Damage Model

Hatsuo Mori, Makoto Imamura
Abstract 721 | PDF Downloads 542 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3676
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Predictive Maintenance for station equipment and Applications for the Space field

Ryoma Yokoyama, Ryosuke Kono, Atsushi Matsuda, Yohei Shiomi
Abstract 664 | PDF Downloads 859 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3767
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Predictive modelling for airline technical operations

Dimitri Reiswich
Abstract 1031 | PDF Downloads 866 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3774
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Proposal of a Time Series Anomaly Detection Method Using Image Encoding Techniques

Ryo Sakurai, Takehisa Yairi
Abstract 888 | PDF Downloads 1152 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3760
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Quality Management for Machine Learning Systems

Yutaka Oiwa
Abstract 657 | PDF Downloads 623 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3730
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Resilient Operation Planning for CubeSat Using Reinforcement Learning

Shuntaro Kuroiwa, Nozomu Kogiso
Abstract 800 | PDF Downloads 509 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3766
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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 1028 | PDF Downloads 489 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3643
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Semi-supervised machine learning for motor eccentricity fault diagnosis

Bingnan Wang, Shen Zhang, Hiroshi Inoue, Makoto Kanemaru
Abstract 968 | PDF Downloads 456 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3644
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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 720 | PDF Downloads 650 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3674
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SKYWISE - Big data platform as a foundation of airlines predictive and health monitoring

William Bernard, Anthony Hoffmann
Abstract 2410 | PDF Downloads 6531 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3722
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Study of Localization of Partial Discharges in Oil-filled Transformers using Acoustic Emission Signals

Yasutomo Otake, Kunihiko Tajiri
Abstract 662 | PDF Downloads 768 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3720
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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 721 | PDF Downloads 454 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3731
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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 950 | PDF Downloads 840 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3693
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Study on the Estimation of Concrete Defects Volume on Dam Body Surface

Akira Ishii, Hiroaki Sugawara, Masazumi Amakata
Abstract 642 | PDF Downloads 429 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3707
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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 948 | PDF Downloads 596 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3705
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