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

Invited Papers

Shipping inspection trial of quantum machine learning toward sustainable quantum factory

Takao Tomono, Satoko Natsubori
Abstract 217 | PDF Downloads 185 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3733
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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 182 | PDF Downloads 163 | 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 159 | PDF Downloads 142 | 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 149 | PDF Downloads 152 | 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 205 | PDF Downloads 187 | 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 260 | PDF Downloads 236 | 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 157 | PDF Downloads 164 | 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 130 | PDF Downloads 170 | 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 476 | PDF Downloads 230 | 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 140 | PDF Downloads 138 | 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 160 | PDF Downloads 186 | 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 127 | PDF Downloads 95 | 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 126 | PDF Downloads 138 | 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 149 | PDF Downloads 159 | 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 81 | PDF Downloads 46 | 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 187 | PDF Downloads 126 | 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 114 | PDF Downloads 115 | 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 99 | PDF Downloads 115 | 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 208 | PDF Downloads 207 | 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 100 | PDF Downloads 127 | 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 103 | PDF Downloads 109 | 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 179 | PDF Downloads 199 | 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 296 | PDF Downloads 248 | 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 108 | PDF Downloads 117 | 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 149 | PDF Downloads 102 | 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 110 | PDF Downloads 122 | 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 179 | PDF Downloads 141 | 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 359 | PDF Downloads 187 | 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 81 | PDF Downloads 101 | 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 118 | PDF Downloads 138 | 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 88 | PDF Downloads 102 | 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 110 | PDF Downloads 132 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3762
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Demonstration of Sensor Monitoring of Lubricants

Kyoko Kojima
Abstract 89 | PDF Downloads 108 | 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 135 | PDF Downloads 112 | 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 94 | PDF Downloads 95 | 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 117 | PDF Downloads 91 | 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 864 | PDF Downloads 111 | 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 83 | PDF Downloads 94 | 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 78 | PDF Downloads 79 | 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 164 | PDF Downloads 143 | 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 118 | PDF Downloads 96 | 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 168 | PDF Downloads 118 | 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 171 | PDF Downloads 111 | 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 124 | PDF Downloads 112 | 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 68 | PDF Downloads 87 | 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 115 | PDF Downloads 114 | 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 107 | PDF Downloads 100 | 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 84 | PDF Downloads 126 | 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 124 | PDF Downloads 122 | 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 82 | PDF Downloads 92 | 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 72 | PDF Downloads 94 | 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 259 | PDF Downloads 275 | 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 157 | PDF Downloads 120 | 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 61 | PDF Downloads 93 | 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 135 | PDF Downloads 120 | 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 106 | PDF Downloads 99 | 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 63 | PDF Downloads 66 | 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 92 | PDF Downloads 110 | 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 91 | PDF Downloads 92 | 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 125 | PDF Downloads 118 | 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 352 | PDF Downloads 102 | 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 80 | PDF Downloads 121 | 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 190 | PDF Downloads 156 | 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 499 | PDF Downloads 129 | 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 67 | PDF Downloads 88 | 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 88 | PDF Downloads 160 | 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 76 | PDF Downloads 121 | 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 106 | PDF Downloads 101 | 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 236 | PDF Downloads 166 | 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 100 | PDF Downloads 71 | 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 211 | PDF Downloads 161 | 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 137 | PDF Downloads 127 | 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 72 | PDF Downloads 76 | 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 358 | PDF Downloads 172 | 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 147 | PDF Downloads 108 | 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 180 | PDF Downloads 126 | 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 303 | PDF Downloads 139 | 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 192 | PDF Downloads 163 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3769
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Special Session Papers

A Feature Selection Method for Machine Tool Wear Diagnosis

Yuji Homma, Takaaki Nakamura
Abstract 118 | PDF Downloads 119 | 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 70 | PDF Downloads 93 | 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 454 | PDF Downloads 168 | 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 80 | PDF Downloads 94 | 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 748 | PDF Downloads 376 | 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 92 | PDF Downloads 115 | 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 286 | PDF Downloads 201 | 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 117 | PDF Downloads 121 | 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 73 | PDF Downloads 93 | 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 82 | PDF Downloads 90 | 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 76 | PDF Downloads 78 | 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 283 | PDF Downloads 187 | 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 77 | PDF Downloads 97 | 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 94 | PDF Downloads 96 | 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 59 | PDF Downloads 64 | 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 87 | PDF Downloads 113 | 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 123 | PDF Downloads 132 | 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 156 | PDF Downloads 143 | 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 77 | PDF Downloads 109 | 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 74 | PDF Downloads 95 | 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 76 | PDF Downloads 88 | 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 79 | PDF Downloads 81 | 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 132 | PDF Downloads 180 | 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 271 | PDF Downloads 152 | 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 108 | PDF Downloads 94 | 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 66 | PDF Downloads 77 | 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 64 | PDF Downloads 103 | 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 109 | PDF Downloads 111 | 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 156 | PDF Downloads 127 | 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 76 | PDF Downloads 86 | 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 106 | PDF Downloads 103 | 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 116 | PDF Downloads 107 | 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 95 | PDF Downloads 85 | 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 61 | PDF Downloads 61 | 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 76 | PDF Downloads 118 | 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 157 | PDF Downloads 157 | 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 72 | PDF Downloads 74 | 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 134 | PDF Downloads 141 | 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 64 | PDF Downloads 75 | 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 97 | PDF Downloads 111 | 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 186 | PDF Downloads 109 | 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 129 | PDF Downloads 109 | 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 126 | PDF Downloads 173 | 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 1728 | PDF Downloads 179 | 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 79 | PDF Downloads 78 | 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 93 | PDF Downloads 108 | 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 155 | PDF Downloads 101 | 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 103 | PDF Downloads 85 | 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 133 | PDF Downloads 112 | 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 106 | PDF Downloads 103 | 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 90 | PDF Downloads 110 | 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 91 | PDF Downloads 83 | 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 78 | PDF Downloads 113 | 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 82 | PDF Downloads 79 | 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 159 | PDF Downloads 200 | 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 203 | PDF Downloads 158 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3765
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MLOps for PHM Systems

Mikael Yemane
Abstract 132 | PDF Downloads 148 | 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 567 | PDF Downloads 369 | 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 93 | PDF Downloads 121 | 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 144 | PDF Downloads 113 | 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 206 | PDF Downloads 142 | 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 68 | PDF Downloads 66 | 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 102 | PDF Downloads 2288 | 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 89 | PDF Downloads 108 | 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 81 | PDF Downloads 92 | 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 160 | PDF Downloads 115 | 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 79 | PDF Downloads 90 | 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 85 | PDF Downloads 113 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3767
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Predictive modelling for airline technical operations

Dimitri Reiswich
Abstract 162 | PDF Downloads 136 | 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 122 | PDF Downloads 152 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3760
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Quality Management for Machine Learning Systems

Yutaka Oiwa
Abstract 83 | PDF Downloads 89 | 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 102 | PDF Downloads 101 | 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 135 | PDF Downloads 124 | 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 92 | PDF Downloads 103 | 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 101 | PDF Downloads 134 | 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 338 | PDF Downloads 834 | 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 86 | PDF Downloads 84 | 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 98 | PDF Downloads 85 | 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 134 | PDF Downloads 134 | 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 71 | PDF Downloads 68 | 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 113 | PDF Downloads 100 | DOI https://doi.org/10.36001/phmap.2023.v4i1.3705
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