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Vol. 4 No. 1 (2023): Proceedings of the Asia Pacific Conference of the PHM Society 2023
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
357 | PDF Downloads
327 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3733
PDF
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
321 | PDF Downloads
295 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3665
PDF
A Concept of Condition Monitoring for AC-DC Converter Output Capacitors via Discriminative Features
Akeem Bayo Kareem, Jang Wook Hur
Abstract
326 | PDF Downloads
268 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3768
PDF
A monitoring method for detecting and localizing overheat, smoke and fire faults in wind turbine nacelle
Minsoo Lee, Eunchan Do, Ki-Yong Oh
Abstract
267 | PDF Downloads
284 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3602
PDF
A Multi-periodicity and Multi-scale Network for Motor Fault Diagnosis
Pengcheng Xia, Kaiwen Zhang , Yixiang Huang , Chengliang Liu
Abstract
318 | PDF Downloads
306 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3742
PDF
A Physics Informed Machine Learning Approach for Performance Degradation Monitoring of Gas Turbine
Yiyang Liu, Xiaomo Jiang, Xin Ge, Manman Wei
Abstract
478 | PDF Downloads
498 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3723
PDF
A Reliability-Centered Maintenance Framework for Distribution Grids Based on Fault-Tree Analysis
Ting Wang, Guoqiang Hu, Sungin Cho
Abstract
272 | PDF Downloads
308 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3734
PDF
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
265 | PDF Downloads
304 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3601
PDF
A Simple Remaining Useful Life Algorithm Using the Quadratic
Eric Bechhoefer , Nobuhiro Fujiki, Yusuke Kitsutaka, Sotaro Tsukamoto, Akio Usui
Abstract
728 | PDF Downloads
348 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3656
PDF
A Simplified Framework for Fault Prediction in Radar Transmitter based on Vector Autoregression Model
Sheriff Murtala, Soojung Hur, Yongwan Park
Abstract
238 | PDF Downloads
258 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3627
PDF
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
360 | PDF Downloads
316 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3607
PDF
Abnormal Detection Using Two-Stage Method in Combined Power Plant
Yun Hee Kim , Suk Joo Bae
Abstract
229 | PDF Downloads
219 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3772
PDF
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
235 | PDF Downloads
254 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3649
PDF
Advanced Weibull Modelling with Outliers
Yipeng Pang, Guoqiang Hu, Sungin Cho
Abstract
267 | PDF Downloads
360 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3712
PDF
AI image analysis technologies for efficient water pipeline inspection
Ying Piao, Hiroshi Sukegawa, Kenji Kimiyama, Kensuke Nakamura, Toshiharu Sugino, Takaharu Kunizane, Akira Koizumi
Abstract
219 | PDF Downloads
193 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3836
PDF
An Enhanced Model-Based Algorithm for Early Internal Short Circuit Detection in Lithium-Ion Batteries
Yiqi Jia, Lorenzo Brancato, Marco Giglio, Francesco Cadini
Abstract
336 | PDF Downloads
287 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3623
PDF
An improved OAKR approach to condition monitoring of rotating machinery
Kexin Zhang, Xiaomo Jiang
Abstract
243 | PDF Downloads
240 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3600
PDF
Analysis of Diagnostic Capabilities for Degradation of Brushless Direct Current Motors Depending on Varying Simulation Data
Max Weigert
Abstract
227 | PDF Downloads
227 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3645
PDF
Analysis of Statistical Data Heterogeneity in Federated Fault Identification
Zahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami
Abstract
570 | PDF Downloads
355 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3708
PDF
Anomaly data synthesis and detection via domain randomization
Joonha Jun, Jongsoo Lee
Abstract
198 | PDF Downloads
257 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3672
PDF
Application of Model-based Deep Reinforcement Learning Framework to Thermal Power Plant Operation Considering Performance Change
Yutaka Watanabe, Takehisa Yairi
Abstract
211 | PDF Downloads
236 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3654
PDF
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
319 | PDF Downloads
344 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3753
PDF
Assessing the Performance of Transformer for Time Series Anomaly Detection
Takuto Nakashima , Takehisa Yairi
Abstract
458 | PDF Downloads
461 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3773
PDF
Automatic detection of hardware failures in an air quality measuring station with low cost sensors
Sylvain Poupry, Kamal Medjaher, Cédrick Béler
Abstract
200 | PDF Downloads
212 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3706
PDF
Automatic Generation of Seven-Segment Display Image for Machine-Learning-Based Digital Meter Reading
Kota Gushima , Takahiro Kashima
Abstract
319 | PDF Downloads
229 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3612
PDF
Automating daily inspection for Expressways using anomaly detection model
Yuta Shirakawa, Satoshi Ito, Reiko Noda, Naoto Yoshitani, Masahide Wake, Honoka Takano
Abstract
209 | PDF Downloads
255 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3597
PDF
Bayesian-based Component Lifetime Prediction Model Using Workshop and Telematics Data
Seungyoung Park, Jihyun Lee
Abstract
301 | PDF Downloads
243 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3739
PDF
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
552 | PDF Downloads
294 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3646
PDF
Change Point-based Spatio-temporal Process Modeling of Image Degradation for Manufacturing Process
Munwon Lim , Suk Joo Bae
Abstract
145 | PDF Downloads
180 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3779
PDF
Comprehensive Failure Diagnosis Model with Degradation Indicators of Multiple Sensors
Jun Tominaga, Shoya Kamiaka, Kohei Kuroda
Abstract
198 | PDF Downloads
215 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3704
PDF
Configuration and Comparative Study of Prediction Models for Indoor Air Quality
Geonhwi Lee, Hea-Ryeon Seo , Hae-Jin Choi
Abstract
167 | PDF Downloads
193 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3781
PDF
Deep Learning-Enabled Statistical Model Estimation for Power Transformers with Censoring and Truncation Problems
Jiaxiang Cheng, Sungin Cho, Yap Peng Tan, Guoqiang Hu
Abstract
220 | PDF Downloads
262 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3762
PDF
Demonstration of Sensor Monitoring of Lubricants
Kyoko Kojima
Abstract
177 | PDF Downloads
235 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3660
PDF
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
230 | PDF Downloads
244 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3670
PDF
Development of an Operational Digital Twin of a Locomotive Braking System Solenoid Valve for Fault Classification
Gabriel Davidyan, Jacob Bortman, Ron.S Kenett
Abstract
166 | PDF Downloads
183 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3695
PDF
Differential Diagnosis with Active Testing
Emile van Gerwen, Leonardo Barbini, Michael Borth
Abstract
205 | PDF Downloads
165 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3763
PDF
Discovering Premature Replacements in Predictive Maintenance Time-to-Event Data
Abdallah Alabdallah, Thorsteinn Rognvaldsson, Yuantao Fan , Sepideh Pashami, Mattias Ohlsson
Abstract
1223 | PDF Downloads
170 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3609
PDF
Elastic Wave Field Neural Networks for Structural Health Monitoring: An Analytical and Numerical Study of Multiple Neurons
Arata Masuda, Konosuke Takashima
Abstract
153 | PDF Downloads
171 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3761
PDF
Energy Saving Structural Health Monitoring Using Semi-Active Identification
Yushin Hara, Tianyi Tang, Keisuke Otsuka, Kanjuro Makihara
Abstract
134 | PDF Downloads
156 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3729
PDF
Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction
Abhishek Srinivasan, Juan Carlos Andresen, Anders Holst
Abstract
287 | PDF Downloads
241 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3611
PDF
Evaluation of Multi-Modal Learning for Predicting Coolant Pump Failures in Heavy Duty Vehicles
Yuantao Fan, Amine Atoui, Slawomir Nowaczyk, Thorsteinn Rognvaldsson
Abstract
238 | PDF Downloads
184 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3716
PDF
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
284 | PDF Downloads
194 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3749
PDF
Explainable multimodal learning for predictive maintenance of steam generators
Duc An Nguyen , Sagar Jose, Thi Phuong Khanh Nguyen, Kamal Medjaher
Abstract
361 | PDF Downloads
250 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3783
PDF
Failure Prediction of Hard Disk Drives in Redundant Arrays Using Disk-Level Performance Metrics
Masanao Natsumeda
Abstract
195 | PDF Downloads
208 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3626
PDF
Fully Unsupervised Defect Clustering using Adversarial Autoencoder
Taewan Kim, Seungchul Lee
Abstract
139 | PDF Downloads
156 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3758
PDF
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
206 | PDF Downloads
199 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3770
PDF
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
181 | PDF Downloads
177 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3721
PDF
Health Monitoring of Power Semiconductor Module Using Temperature Sensitive Electrical Parameter
Guesuk Lee, Sungsoon Choi , Byongjin Ma, Kim Jemini
Abstract
167 | PDF Downloads
263 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3613
PDF
Improving Anomalous Sound Detection by Distance Matrix-Based Visualization of Measurement Flaws
Nobuaki Tanaka, Takeru Shiraga, Yusuke Itani
Abstract
211 | PDF Downloads
204 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3754
PDF
Long-Term Preventive Failure Mitigation Strategy For Transformers Based on Markov Method
Jianzheng Wang, Guoqiang Hu, Sungin Cho
Abstract
139 | PDF Downloads
164 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3711
PDF
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
150 | PDF Downloads
172 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3651
PDF
Multiphysics-informed DeepONet of a lithium-ion battery to predict thermal runaway
Jinho Jeong, Eunji Kwak, Jun-Hyeong Kim, Ki-Yong Oh
Abstract
412 | PDF Downloads
408 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3755
PDF
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
283 | PDF Downloads
215 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3701
PDF
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
127 | PDF Downloads
159 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3669
PDF
Online fault detection for industrial processes through Kalman filter
Wenyi Liu , Takehisa Yairi
Abstract
200 | PDF Downloads
189 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3606
PDF
Physical Reservoir-Based Health Monitoring of a Structure with Nonlinear Attachments
Arata Masuda, Konosuke Takashima
Abstract
205 | PDF Downloads
191 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3610
PDF
Prediction of Impact Information of Composites Laminates Considering the Practicality
Saki Hasebe, Ryo Higuchi, Tomohiro Yokozeki, Shin-ichi Takeda
Abstract
127 | PDF Downloads
132 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3658
PDF
Prognosis using Bayesian Method by Incorporating Physical Constraints
Hyung Jun Park, Nam Ho Kim, Joo-Ho Choi
Abstract
165 | PDF Downloads
183 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3681
PDF
Prognostics in Highly Accelerated Limit Testing Using Deep Learning Data Analysis
Tadahiro Shibutani
Abstract
167 | PDF Downloads
172 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3608
PDF
Quantum Optimization for Location Assignment Problem in ASSR
Kuniaki Satori, Nobuyuki Yoshikawa
Abstract
248 | PDF Downloads
209 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3713
PDF
Research on the method of digital twin operation and maintenance platform for intelligent early warning of wind turbine tower
Yu Jia, Xiaomo Jiang
Abstract
522 | PDF Downloads
186 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3666
PDF
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
145 | PDF Downloads
225 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3740
PDF
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
407 | PDF Downloads
306 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3604
PDF
Statistical Analysis and Runtime Monitoring for an AI-based Autonomous Centerline Tracking System
Yuning He, Johann Schumann
Abstract
718 | PDF Downloads
224 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3738
PDF
Study on the intermittent fault mechanism of electromagnetic relay under complex environmental stress
Ye Jingzhong, Lyu Kehong, Liu Guanjun, Qiu Jing
Abstract
141 | PDF Downloads
349 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3771
PDF
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
166 | PDF Downloads
306 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3780
PDF
Simulation-driven Bearing Fault Diagnosis for Condition Monitoring without Faulty Data
Iljeok Kim, Seungchul Lee
Abstract
166 | PDF Downloads
232 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3778
PDF
Tacholess Instantaneous Speed Estimation Considering the Characteristics of Vibration Harmonics
Jinoh Yoo, Jongmin Park, Taehyung Kim, Jong Moon Ha, Byeng Dong Youn
Abstract
202 | PDF Downloads
188 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3718
PDF
To Trust or Not: Towards Efficient Uncertainty Quantification for Stochastic Shapley Explanations
Joseph Cohen, Eunshin Byon, Xun Huan
Abstract
400 | PDF Downloads
308 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3694
PDF
Trip Reduction in Turbo Machinery
Pranay Mathur , Carlo Michelassi , Simi Madhavan Karatha , Gilda Pedoto , Miguel Gomez Alguacil
Abstract
168 | PDF Downloads
169 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3737
PDF
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
459 | PDF Downloads
301 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3724
PDF
Unsupervised Retrieval Based Multivariate Time Series Anomaly Detection and Diagnosis with Deep Binary Coding Models
Takehiko Mizoguchi, Yuji Kobayashi , Yasuhiro Ajiro
Abstract
224 | PDF Downloads
224 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3647
PDF
V-belt Tension Reduction Diagnostic Method By Using Multi-Frequency Current Power Spectrum Density
Hiroshi Inoue, Ken Hirakida, Makoto Kanemaru, Peng Chen
Abstract
136 | PDF Downloads
142 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3726
PDF
Data Challenge Papers
Anomaly Detection in Spacecraft Propulsion System using Time Series Classification based on K-NN
Yoshiki Kato, Taku Kato, Tsubasa Tanaka
Abstract
546 | PDF Downloads
323 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3675
PDF
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
250 | PDF Downloads
207 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3784
PDF
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
336 | PDF Downloads
241 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3596
PDF
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
405 | PDF Downloads
259 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3709
PDF
PHM for Spacecraft Propulsion Systems: Similarity-Based Model and Physics-Inspired Features
Takanobu Minami, Jay Lee
Abstract
358 | PDF Downloads
292 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3769
PDF
Special Session Papers
A Feature Selection Method for Machine Tool Wear Diagnosis
Yuji Homma, Takaaki Nakamura
Abstract
207 | PDF Downloads
205 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3717
PDF
A Health Index for Satellite System Based on Characteristics of Telemetry Data
Shun Katsube, Hironori Sahara
Abstract
142 | PDF Downloads
179 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3655
PDF
A Method for Executing Digital System Models and Digital Twins at Scale to Enrich Fleet Health Management
Daniel Newman
Abstract
594 | PDF Downloads
332 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3750
PDF
A new approach to multivariate statistical process control and its application to wastewater treatment process monitoring
Osamu Yamanaka, Yukio Hiraoka
Abstract
152 | PDF Downloads
171 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3751
PDF
A New Challenge in Predictive Maintenance Analysis for Aircraft
Takashi Takemura
Abstract
1237 | PDF Downloads
504 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3728
PDF
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
168 | PDF Downloads
282 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3736
PDF
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
440 | PDF Downloads
316 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3744
PDF
A study on self-diagnosis/prediction technology for LIDAR sensor of autonomous vehicles
Jaewook Lee, Jongsoo Lee
Abstract
234 | PDF Downloads
232 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3745
PDF
A Study on the Intent-based System Design Automation Method for Fault Detection and Fault Tolerance
Takayuki Kuroda, Toshiki Watanabe, Tatsuya Fukuda
Abstract
145 | PDF Downloads
173 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3759
PDF
A two-step detection method for actuator and sensor failures based on self-repairing PID control
Masayoshi Hara, Masanori Takahashi
Abstract
167 | PDF Downloads
164 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3698
PDF
Acoustic Signal based Non-Contact Ball Bearing Fault Diagnosis Using Adaptive Wavelet De-Noising
Wonho Jung, Sung-Hyun Yun, Yong-Hwa Park
Abstract
142 | PDF Downloads
157 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3692
PDF
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
443 | PDF Downloads
312 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3714
PDF
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
150 | PDF Downloads
179 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3625
PDF
An Easy-to-Use and Customizable Data Science Tool for Predictive Maintenance in Manufacturing
Naoki Sugawara
Abstract
165 | PDF Downloads
185 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3631
PDF
An Experimental Study of the Effect of Patrol Inspection Strategy for Improving Detection Rate of Abnormality of Industrial Plants
Akio Gofuku, Riku Kishimoto
Abstract
115 | PDF Downloads
112 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3638
PDF
Anomaly detection for yield improvement in glass production
Haruo Yonemori, Kenichi Arai, Hironobu Yamamichi , Ichiro Sakata, Makoto Imamura
Abstract
183 | PDF Downloads
213 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3748
PDF
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
217 | PDF Downloads
223 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3636
PDF
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
270 | PDF Downloads
296 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3648
PDF
Anomaly detection of propulsion system of spacecrafts with Light GBM
Shota Iino, Hideki Nomoto, Takayuki Hirose, Yasutaka Michiura, Go Fujii, Takashi Uchiyama
Abstract
144 | PDF Downloads
185 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3719
PDF
Anomaly Sign Detection for Automatic Ticket Gates by the Histogram Limitation Method
Ken Ueno, Shigeru Maya, Kiyoku Endo
Abstract
143 | PDF Downloads
166 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3671
PDF
Applications of Active Learning in Predictive Maintenance
Navid Zaman, You Jung Jun, Yan Li, Daniel Chan
Abstract
153 | PDF Downloads
194 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3620
PDF
Automatic Detection of Concrete Surface Defects Using Deep Learning and Laser Ultrasonic Visualization Testing
Takahiro Saitoh, Syumpei Ohyama, Tsuyoshi Kato, Sohichi Hirose
Abstract
182 | PDF Downloads
162 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3673
PDF
AVIATAR – Deep dive into prediction with AVIATAR with in-service examples from airlines
Sebastian Lang
Abstract
210 | PDF Downloads
290 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3776
PDF
AVIATAR – Optimizing airline flight operations with Predictive Health Analytics and building on digital platform technology
Mia Witzig
Abstract
684 | PDF Downloads
312 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3775
PDF
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
231 | PDF Downloads
205 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3735
PDF
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
129 | PDF Downloads
173 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3599
PDF
Construction and evaluation of an anomaly detection system using System Invariant Analysis Technology(SIAT) for sound data
Tomoya Soma, Akiko Sasaki
Abstract
124 | PDF Downloads
162 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3685
PDF
Damage-Based Lifetime Modeling for Power Electronic Devices
Chao Guo, Chao Guo, Zhonghai Lu
Abstract
192 | PDF Downloads
210 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3756
PDF
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
269 | PDF Downloads
305 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3690
PDF
Data-driven Pump Performance Analysis Using Online Monitoring Data Accumulated with Supervisory Control and Data Acquisition System
Ryo Namba, Hiroyuki Hokari, Hideaki Komine
Abstract
165 | PDF Downloads
214 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3633
PDF
Data-driven satellite monitoring method applicable to various telemetry
Noriyasu Omata, Seiji Tsutsumi , Abe Masaharu , Iku Shinohara
Abstract
196 | PDF Downloads
187 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3615
PDF
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
203 | PDF Downloads
210 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3793
PDF
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
199 | PDF Downloads
182 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3639
PDF
Deep Metric Learning for Abnormal Rotation Detection of Satellites from Irregularly Sampled Light Curve
Jun Yoshida, Ryosuke Togawa, Taichiro Sano
Abstract
146 | PDF Downloads
139 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3687
PDF
Deep Neural Network Anomaly Detection and Statistical Estimation of High Pressure Liquefied Natural Gas Pipe
Dabin Yang, Jongsoo Lee
Abstract
156 | PDF Downloads
208 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3677
PDF
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
301 | PDF Downloads
315 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3696
PDF
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
133 | PDF Downloads
150 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3632
PDF
Development of a space exploration rover digital twin for damage detection
Lucio Pinello, Marco Giglio, Claudio Cadini, Giuseppe Francesco De Luca
Abstract
258 | PDF Downloads
313 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3628
PDF
Development of an Amine Antioxidant Depletion Diagnosis Method Using Colorimetric Analysis of Membrane Patches
Tomomi Honda, Daisuke Hamano
Abstract
131 | PDF Downloads
141 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3741
PDF
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
190 | PDF Downloads
228 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3642
PDF
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
332 | PDF Downloads
200 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3662
PDF
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
221 | PDF Downloads
210 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3782
PDF
Digital Twin of Built Structures assisted by Computer Vision Techniques: Overview and Preliminary Results
Yasutaka Narazaki
Abstract
226 | PDF Downloads
345 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3777
PDF
Effect of Aircraft Health Management on Aircraft Maintenance Program Development by Aircraft Manufacturer
Takuro Koizumi, Nozomu Kogiso
Abstract
2363 | PDF Downloads
355 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3727
PDF
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
153 | PDF Downloads
178 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3683
PDF
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
173 | PDF Downloads
184 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3634
PDF
Extracting Broken-Rotor-Bar Fault Signature of Varying-Speed Induction Motors
Dehong Liu, Anantaram Varatharajan, Abraham Goldsmith
Abstract
241 | PDF Downloads
175 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3710
PDF
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
189 | PDF Downloads
168 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3725
PDF
Few-Shot Learning for Full Ceramic Bearing Fault Diagnosis with Acoustic Emission Signals
David He, Miao He, Alessandro Taffari
Abstract
238 | PDF Downloads
216 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3752
PDF
Field study toward anomaly road damage detection with drive recorder
Masato Tsuchiya, Ken Miyamoto, Takashi Ota, Yasushi Sugama
Abstract
199 | PDF Downloads
195 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3732
PDF
Imbalanced Anomaly Detection Using Augmented Deeper FCDDs for Wooden Sleeper Deterioration Prognostics
Takato Yasuno, Junichiro Fujii, Masahiro Okano
Abstract
188 | PDF Downloads
186 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3678
PDF
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
186 | PDF Downloads
184 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3637
PDF
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
181 | PDF Downloads
230 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3668
PDF
Integration of Health Monitoring of Cutting Tools and Production Scheduling in Smart Factory
Hitoshi Komoto, German Herrera, Jonny Herwan, Yoshiyuki Furukawa
Abstract
140 | PDF Downloads
149 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3659
PDF
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
385 | PDF Downloads
589 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3684
PDF
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
436 | PDF Downloads
338 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3765
PDF
MLOps for PHM Systems
Mikael Yemane
Abstract
237 | PDF Downloads
263 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3703
PDF
Model Based and Big Data Enabled Predictive Maintenance Capability Development Experience
Mark Mazarek , Darren Macer , Changzhou Wang
Abstract
784 | PDF Downloads
1057 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3667
PDF
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
178 | PDF Downloads
216 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3640
PDF
Non-destructive Prognostics for Rolling Bearings by Eddy Current Testing
Daisuke Kobayashi, Koichiro Ono, Masahide Natori, Hiroki Komata
Abstract
263 | PDF Downloads
241 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3715
PDF
Nonlinear Model Predictive Control using Neural ODE Replicas of Dynamic Simulators
Shumpei Kubosawa, Takashi Onishi, Yoshimasa Tsuruoka
Abstract
372 | PDF Downloads
255 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3679
PDF
Observation Maintenance for Bridges Using Early Detection of Deterioration Progress
Hitoshi Ito, Toshiaki Mizobuchi
Abstract
133 | PDF Downloads
131 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3757
PDF
Operational Prognostic Model Evaluation
Shashvat Prakash, Katarina Vuckovic , Sanket Amin
Abstract
172 | PDF Downloads
2580 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3790
PDF
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
157 | PDF Downloads
178 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3700
PDF
Pipe Corrosion Inspection System based on Human-in-the-Loop Machine Learning
Toshihiro Shimbo, Yousuke Okada, Hitoshi Matsubara
Abstract
144 | PDF Downloads
166 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3699
PDF
Power Consumption Optimization for Electric Arc Furnace with Time Series Prediction
Jaehyuk Lee, Songhwan Kim, Boseon Yoo , Jaesik Choi
Abstract
349 | PDF Downloads
571 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3743
PDF
Prediction of Remaining Life of Turbo Pump Inducer for Spacecraft Using Cumulative Damage Model
Hatsuo Mori, Makoto Imamura
Abstract
150 | PDF Downloads
177 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3676
PDF
Predictive Maintenance for station equipment and Applications for the Space field
Ryoma Yokoyama, Ryosuke Kono, Atsushi Matsuda, Yohei Shiomi
Abstract
155 | PDF Downloads
205 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3767
PDF
Predictive modelling for airline technical operations
Dimitri Reiswich
Abstract
315 | PDF Downloads
270 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3774
PDF
Proposal of a Time Series Anomaly Detection Method Using Image Encoding Techniques
Ryo Sakurai, Takehisa Yairi
Abstract
256 | PDF Downloads
406 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3760
PDF
Quality Management for Machine Learning Systems
Yutaka Oiwa
Abstract
165 | PDF Downloads
178 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3730
PDF
Resilient Operation Planning for CubeSat Using Reinforcement Learning
Shuntaro Kuroiwa, Nozomu Kogiso
Abstract
176 | PDF Downloads
189 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3766
PDF
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
290 | PDF Downloads
235 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3643
PDF
Semi-supervised machine learning for motor eccentricity fault diagnosis
Bingnan Wang, Shen Zhang, Hiroshi Inoue, Makoto Kanemaru
Abstract
199 | PDF Downloads
189 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3644
PDF
Size Estimation of Flaking in Rolling Bearings Using Deep Learning with Explainability
Osamu Yoshimatsu, Keiichiro Taguchi, Sato Yoshihiro, Takehisa Yairi
Abstract
203 | PDF Downloads
233 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3674
PDF
SKYWISE - Big data platform as a foundation of airlines predictive and health monitoring
William Bernard, Anthony Hoffmann
Abstract
985 | PDF Downloads
1746 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3722
PDF
Study of Localization of Partial Discharges in Oil-filled Transformers using Acoustic Emission Signals
Yasutomo Otake, Kunihiko Tajiri
Abstract
152 | PDF Downloads
184 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3720
PDF
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
168 | PDF Downloads
170 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3731
PDF
Study on Fault Diagnosis in a Spacecraft Propulsion System
Kazushi Adachi, Samir Khan, Kohji Tominaga, Noriyasu Omata, Seiji Tsutsumi, Taiichi Nagata
Abstract
266 | PDF Downloads
264 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3693
PDF
Study on the Estimation of Concrete Defects Volume on Dam Body Surface
Akira Ishii, Hiroaki Sugawara, Masazumi Amakata
Abstract
134 | PDF Downloads
141 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3707
PDF
Time Shifting Data Augmentation to Alleviate Class-Imbalance Problem for Cross-Domain Bearing Fault Diagnosis
Donghwi Yoo, Minseok Choi, Hyunseok Oh
Abstract
249 | PDF Downloads
200 |
DOI
https://doi.org/10.36001/phmap.2023.v4i1.3705
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