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

Invited Papers

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 214 | PDF Downloads 192

A Multi-periodicity and Multi-scale Network for Motor Fault Diagnosis

Pengcheng Xia, Kaiwen Zhang , Yixiang Huang , Chengliang Liu
Abstract 235 | PDF Downloads 217

A Physics Informed Machine Learning Approach for Performance Degradation Monitoring of Gas Turbine

Yiyang Liu, Xiaomo Jiang, Xin Ge, Manman Wei
Abstract 318 | PDF Downloads 282

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 170 | PDF Downloads 205

A Simple Remaining Useful Life Algorithm Using the Quadratic

Eric Bechhoefer , Nobuhiro Fujiki, Yusuke Kitsutaka, Sotaro Tsukamoto, Akio Usui
Abstract 603 | PDF Downloads 271

A Simplified Framework for Fault Prediction in Radar Transmitter based on Vector Autoregression Model

Sheriff Murtala, Soojung Hur, Yongwan Park
Abstract 168 | PDF Downloads 169

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 206 | PDF Downloads 225

Abnormal Detection Using Two-Stage Method in Combined Power Plant

Yun Hee Kim , Suk Joo Bae
Abstract 154 | PDF Downloads 125

Advanced Weibull Modelling with Outliers

Yipeng Pang, Guoqiang Hu, Sungin Cho
Abstract 177 | PDF Downloads 195

AI image analysis technologies for efficient water pipeline inspection

Ying Piao, Hiroshi Sukegawa, Kenji Kimiyama, Kensuke Nakamura, Toshiharu Sugino, Takaharu Kunizane, Akira Koizumi
Abstract 117 | PDF Downloads 80

An Enhanced Model-Based Algorithm for Early Internal Short Circuit Detection in Lithium-Ion Batteries

Yiqi Jia, Lorenzo Brancato, Marco Giglio, Francesco Cadini
Abstract 230 | PDF Downloads 167

An improved OAKR approach to condition monitoring of rotating machinery

Kexin Zhang, Xiaomo Jiang
Abstract 155 | PDF Downloads 140

Analysis of Statistical Data Heterogeneity in Federated Fault Identification

Zahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami
Abstract 307 | PDF Downloads 243

Anomaly data synthesis and detection via domain randomization

Joonha Jun, Jongsoo Lee
Abstract 124 | PDF Downloads 153

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 224 | PDF Downloads 234

Assessing the Performance of Transformer for Time Series Anomaly Detection

Takuto Nakashima , Takehisa Yairi
Abstract 340 | PDF Downloads 304

Automatic detection of hardware failures in an air quality measuring station with low cost sensors

Sylvain Poupry, Kamal Medjaher, Cédrick Béler
Abstract 137 | PDF Downloads 141

Automating daily inspection for Expressways using anomaly detection model

Yuta Shirakawa, Satoshi Ito, Reiko Noda, Naoto Yoshitani, Masahide Wake, Honoka Takano
Abstract 133 | PDF Downloads 145

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 397 | PDF Downloads 210

Comprehensive Failure Diagnosis Model with Degradation Indicators of Multiple Sensors

Jun Tominaga, Shoya Kamiaka, Kohei Kuroda
Abstract 145 | PDF Downloads 153

Configuration and Comparative Study of Prediction Models for Indoor Air Quality

Geonhwi Lee, Hea-Ryeon Seo , Hae-Jin Choi
Abstract 106 | PDF Downloads 123

Deep Learning-Enabled Statistical Model Estimation for Power Transformers with Censoring and Truncation Problems

Jiaxiang Cheng, Sungin Cho, Yap Peng Tan, Guoqiang Hu
Abstract 132 | PDF Downloads 156

Demonstration of Sensor Monitoring of Lubricants

Kyoko Kojima
Abstract 130 | PDF Downloads 131

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 151 | PDF Downloads 131

Differential Diagnosis with Active Testing

Emile van Gerwen, Leonardo Barbini, Michael Borth
Abstract 137 | PDF Downloads 105

Discovering Premature Replacements in Predictive Maintenance Time-to-Event Data

Abdallah Alabdallah, Thorsteinn Rognvaldsson, Yuantao Fan , Sepideh Pashami, Mattias Ohlsson
Abstract 943 | PDF Downloads 122

Energy Saving Structural Health Monitoring Using Semi-Active Identification

Yushin Hara, Tianyi Tang, Keisuke Otsuka, Kanjuro Makihara
Abstract 86 | PDF Downloads 92

Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction

Abhishek Srinivasan, Juan Carlos Andresen, Anders Holst
Abstract 195 | PDF Downloads 160

Evaluation of Multi-Modal Learning for Predicting Coolant Pump Failures in Heavy Duty Vehicles

Yuantao Fan, Amine Atoui, Slawomir Nowaczyk, Thorsteinn Rognvaldsson
Abstract 140 | PDF Downloads 110

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 186 | PDF Downloads 130

Explainable multimodal learning for predictive maintenance of steam generators

Duc An Nguyen , Sagar Jose, Thi Phuong Khanh Nguyen, Kamal Medjaher
Abstract 194 | PDF Downloads 131

Fully Unsupervised Defect Clustering using Adversarial Autoencoder

Taewan Kim, Seungchul Lee
Abstract 82 | PDF Downloads 101

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 127 | PDF Downloads 127

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 118 | PDF Downloads 110

Health Monitoring of Power Semiconductor Module Using Temperature Sensitive Electrical Parameter

Guesuk Lee, Sungsoon Choi , Byongjin Ma, Kim Jemini
Abstract 96 | PDF Downloads 154

Improving Anomalous Sound Detection by Distance Matrix-Based Visualization of Measurement Flaws

Nobuaki Tanaka, Takeru Shiraga, Yusuke Itani
Abstract 144 | PDF Downloads 140

Long-Term Preventive Failure Mitigation Strategy For Transformers Based on Markov Method

Jianzheng Wang, Guoqiang Hu, Sungin Cho
Abstract 90 | PDF Downloads 102

Multiphysics-informed DeepONet of a lithium-ion battery to predict thermal runaway

Jinho Jeong, Eunji Kwak, Jun-Hyeong Kim, Ki-Yong Oh
Abstract 289 | PDF Downloads 303

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 184 | PDF Downloads 138

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 69 | PDF Downloads 106

Online fault detection for industrial processes through Kalman filter

Wenyi Liu , Takehisa Yairi
Abstract 148 | PDF Downloads 133

Physical Reservoir-Based Health Monitoring of a Structure with Nonlinear Attachments

Arata Masuda, Konosuke Takashima
Abstract 119 | PDF Downloads 113

Prediction of Impact Information of Composites Laminates Considering the Practicality

Saki Hasebe, Ryo Higuchi, Tomohiro Yokozeki, Shin-ichi Takeda
Abstract 73 | PDF Downloads 76

Prognosis using Bayesian Method by Incorporating Physical Constraints

Hyung Jun Park, Nam Ho Kim, Joo-Ho Choi
Abstract 107 | PDF Downloads 126

Quantum Optimization for Location Assignment Problem in ASSR

Kuniaki Satori, Nobuyuki Yoshikawa
Abstract 148 | PDF Downloads 132

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 90 | PDF Downloads 138

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 249 | PDF Downloads 185

Study on the intermittent fault mechanism of electromagnetic relay under complex environmental stress

Ye Jingzhong, Lyu Kehong, Liu Guanjun, Qiu Jing
Abstract 82 | PDF Downloads 113

Tacholess Instantaneous Speed Estimation Considering the Characteristics of Vibration Harmonics

Jinoh Yoo, Jongmin Park, Taehyung Kim, Jong Moon Ha, Byeng Dong Youn
Abstract 117 | PDF Downloads 112

Trip Reduction in Turbo Machinery

Pranay Mathur , Carlo Michelassi , Simi Madhavan Karatha , Gilda Pedoto , Miguel Gomez Alguacil
Abstract 114 | PDF Downloads 88

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 280 | PDF Downloads 203

Unsupervised Retrieval Based Multivariate Time Series Anomaly Detection and Diagnosis with Deep Binary Coding Models

Takehiko Mizoguchi, Yuji Kobayashi , Yasuhiro Ajiro
Abstract 155 | PDF Downloads 146

V-belt Tension Reduction Diagnostic Method By Using Multi-Frequency Current Power Spectrum Density

Hiroshi Inoue, Ken Hirakida, Makoto Kanemaru, Peng Chen
Abstract 95 | PDF Downloads 94

Data Challenge Papers

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

Yoshiki Kato, Taku Kato, Tsubasa Tanaka
Abstract 388 | PDF Downloads 202

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 167 | PDF Downloads 126

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 216 | PDF Downloads 150

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 325 | PDF Downloads 160

Special Session Papers

A Feature Selection Method for Machine Tool Wear Diagnosis

Yuji Homma, Takaaki Nakamura
Abstract 133 | PDF Downloads 128

A Health Index for Satellite System Based on Characteristics of Telemetry Data

Shun Katsube, Hironori Sahara
Abstract 92 | PDF Downloads 108

A New Challenge in Predictive Maintenance Analysis for Aircraft

Takashi Takemura
Abstract 1036 | PDF Downloads 400

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 327 | PDF Downloads 224

A Study on the Intent-based System Design Automation Method for Fault Detection and Fault Tolerance

Takayuki Kuroda, Toshiki Watanabe, Tatsuya Fukuda
Abstract 86 | PDF Downloads 107

Acoustic Signal based Non-Contact Ball Bearing Fault Diagnosis Using Adaptive Wavelet De-Noising

Wonho Jung, Sung-Hyun Yun, Yong-Hwa Park
Abstract 94 | PDF Downloads 92

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 320 | PDF Downloads 214

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 91 | PDF Downloads 110

Anomaly detection for yield improvement in glass production

Haruo Yonemori, Kenichi Arai, Hironobu Yamamichi , Ichiro Sakata, Makoto Imamura
Abstract 101 | PDF Downloads 125

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 142 | PDF Downloads 148

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 184 | PDF Downloads 170

Anomaly detection of propulsion system of spacecrafts with Light GBM

Shota Iino, Hideki Nomoto, Takayuki Hirose, Yasutaka Michiura, Go Fujii, Takashi Uchiyama
Abstract 91 | PDF Downloads 121

Anomaly Sign Detection for Automatic Ticket Gates by the Histogram Limitation Method

Ken Ueno, Shigeru Maya, Kiyoku Endo
Abstract 87 | PDF Downloads 108

Applications of Active Learning in Predictive Maintenance

Navid Zaman, You Jung Jun, Yan Li, Daniel Chan
Abstract 90 | PDF Downloads 98

Automatic Detection of Concrete Surface Defects Using Deep Learning and Laser Ultrasonic Visualization Testing

Takahiro Saitoh, Syumpei Ohyama, Tsuyoshi Kato, Sohichi Hirose
Abstract 96 | PDF Downloads 93

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 131 | PDF Downloads 115

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 81 | PDF Downloads 95

Damage-Based Lifetime Modeling for Power Electronic Devices

Chao Guo, Chao Guo, Zhonghai Lu
Abstract 127 | PDF Downloads 131

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 173 | PDF Downloads 162

Data-driven satellite monitoring method applicable to various telemetry

Noriyasu Omata, Seiji Tsutsumi , Abe Masaharu , Iku Shinohara
Abstract 119 | PDF Downloads 116

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 140 | PDF Downloads 125

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 194 | PDF Downloads 194

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 93 | PDF Downloads 91

Development of a space exploration rover digital twin for damage detection

Lucio Pinello, Marco Giglio, Claudio Cadini, Giuseppe Francesco De Luca
Abstract 153 | PDF Downloads 178

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 117 | PDF Downloads 135

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 221 | PDF Downloads 127

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 148 | PDF Downloads 130

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 92 | PDF Downloads 93

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 107 | PDF Downloads 127

Extracting Broken-Rotor-Bar Fault Signature of Varying-Speed Induction Motors

Dehong Liu, Anantaram Varatharajan, Abraham Goldsmith
Abstract 179 | PDF Downloads 114

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 124 | PDF Downloads 99

Few-Shot Learning for Full Ceramic Bearing Fault Diagnosis with Acoustic Emission Signals

David He, Miao He, Alessandro Taffari
Abstract 159 | PDF Downloads 133

Field study toward anomaly road damage detection with drive recorder

Masato Tsuchiya, Ken Miyamoto, Takashi Ota, Yasushi Sugama
Abstract 123 | PDF Downloads 116

Imbalanced Anomaly Detection Using Augmented Deeper FCDDs for Wooden Sleeper Deterioration Prognostics

Takato Yasuno, Junichiro Fujii, Masahiro Okano
Abstract 112 | PDF Downloads 126

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 113 | PDF Downloads 103

Integration of Health Monitoring of Cutting Tools and Production Scheduling in Smart Factory

Hitoshi Komoto, German Herrera, Jonny Herwan, Yoshiyuki Furukawa
Abstract 97 | PDF Downloads 96

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 286 | PDF Downloads 317

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 254 | PDF Downloads 201

MLOps for PHM Systems

Mikael Yemane
Abstract 158 | PDF Downloads 172

Model Based and Big Data Enabled Predictive Maintenance Capability Development Experience

Mark Mazarek , Darren Macer , Changzhou Wang
Abstract 699 | PDF Downloads 565

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 104 | PDF Downloads 136

Non-destructive Prognostics for Rolling Bearings by Eddy Current Testing

Daisuke Kobayashi, Koichiro Ono, Masahide Natori, Hiroki Komata
Abstract 175 | PDF Downloads 129

Nonlinear Model Predictive Control using Neural ODE Replicas of Dynamic Simulators

Shumpei Kubosawa, Takashi Onishi, Yoshimasa Tsuruoka
Abstract 247 | PDF Downloads 173

Observation Maintenance for Bridges Using Early Detection of Deterioration Progress

Hitoshi Ito, Toshiaki Mizobuchi
Abstract 80 | PDF Downloads 77

Operational Prognostic Model Evaluation

Shashvat Prakash, Katarina Vuckovic , Sanket Amin
Abstract 118 | PDF Downloads 2400

Pipe Corrosion Inspection System based on Human-in-the-Loop Machine Learning

Toshihiro Shimbo, Yousuke Okada, Hitoshi Matsubara
Abstract 93 | PDF Downloads 106

Power Consumption Optimization for Electric Arc Furnace with Time Series Prediction

Jaehyuk Lee, Songhwan Kim, Boseon Yoo , Jaesik Choi
Abstract 220 | PDF Downloads 160

Predictive Maintenance for station equipment and Applications for the Space field

Ryoma Yokoyama, Ryosuke Kono, Atsushi Matsuda, Yohei Shiomi
Abstract 98 | PDF Downloads 127

Predictive modelling for airline technical operations

Dimitri Reiswich
Abstract 197 | PDF Downloads 176

Proposal of a Time Series Anomaly Detection Method Using Image Encoding Techniques

Ryo Sakurai, Takehisa Yairi
Abstract 175 | PDF Downloads 222

Quality Management for Machine Learning Systems

Yutaka Oiwa
Abstract 102 | PDF Downloads 106

Resilient Operation Planning for CubeSat Using Reinforcement Learning

Shuntaro Kuroiwa, Nozomu Kogiso
Abstract 115 | PDF Downloads 118

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 181 | PDF Downloads 156

Semi-supervised machine learning for motor eccentricity fault diagnosis

Bingnan Wang, Shen Zhang, Hiroshi Inoue, Makoto Kanemaru
Abstract 117 | PDF Downloads 123

Size Estimation of Flaking in Rolling Bearings Using Deep Learning with Explainability

Osamu Yoshimatsu, Keiichiro Taguchi, Sato Yoshihiro, Takehisa Yairi
Abstract 131 | PDF Downloads 158

SKYWISE - Big data platform as a foundation of airlines predictive and health monitoring

William Bernard, Anthony Hoffmann
Abstract 581 | PDF Downloads 1005

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 116 | PDF Downloads 109

Study on Fault Diagnosis in a Spacecraft Propulsion System

Kazushi Adachi, Samir Khan, Kohji Tominaga, Noriyasu Omata, Seiji Tsutsumi, Taiichi Nagata
Abstract 160 | PDF Downloads 164

Study on the Estimation of Concrete Defects Volume on Dam Body Surface

Akira Ishii, Hiroaki Sugawara, Masazumi Amakata
Abstract 85 | PDF Downloads 83