Vol. 1 No. 1 (2017): Proceedings of the Asia Pacific Conference of the PHM Society 2017

Published: 2017-07-14

Plenary Papers

Invited Papers

Physics-based prognostics-promises and challenges

Yiwei Wang, Nam H. Kim, Raphael T. Haftka
Abstract 35 | PDF Downloads 42 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1683

Metamaterial-based Enhancement of Elastic Wave Energy Harvesting

Miso Kim, Choon-su Park, Wonjae Choi, Yong Chang Shin, Soo-Ho Jo, Heonjun Yoon, Byeng D. Youn iso Kim
Abstract 25 | PDF Downloads 29 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1703

PHM Frontiers: Physics-based Approach to Deep Learning

Joon Ha Jung, Myungyon Kim, Jin Uk Ko, Byeng D. Youn
Abstract 25 | PDF Downloads 34 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1704

Data Challenge Papers

Failure Prediction of a Motor-driven Gearbox in a Pulverizer Under External Noise and Disturbance

Jungho Park, Byungjoo Jeon, Jongmin Park, Jinshi Cui, Myungyon Kim, Byeng D. Youn
Abstract 33 | PDF Downloads 45 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1679

A Prognostics Approach for Gearbox based on Spectrogram and Deep Learning

Dengwei Song, Hua Su, Jian Ma, Likun Chao, Yu Ding, Chen Lu
Abstract 24 | PDF Downloads 34 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1681

Regular Session Papers

Condition monitoring using compressive measurement with variance considered machine algorithm

Jun Young Jeon, Myung Jun Lee, Gyuhae Park, To kang, Soon Woo Han
Abstract 16 | PDF Downloads 20 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1707

Hybrid Nanocomposite-Based QCM Sensor for Detecting DMMP

Young-Jun Lee, Jong-Gyu Kim, Sivalingam Ramesh, Heung-Soo Kim, Joo-Hyung Kim
Abstract 20 | PDF Downloads 34 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1710

A Study on Noise Reduction of PTO Gear-box for Driving Pump of Large Excavator

Han-Ju Yoo, Jong-Jik Lee, Yong-Bum Lee, Byung-Oh Choi, Tae-Seok Kim
Abstract 19 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1737

Experimental study on torsional load of grid coupling

Dong Soo Jung, Jong Cheol Kim, Han Young Jung, Seung Yong Lee
Abstract 19 | PDF Downloads 20 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1740

New Approach for Fault Identification using Residual-based Fault Diagnosis

Haedong Jeong, Bumsoo Park, Seungtae Park, Hyungcheol Min, Seungchul Lee
Abstract 21 | PDF Downloads 23 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1741

Wavelet-like CNN Structure for Time-Series Data Classification

Seungtae Park, Haedong Jeong, Hyungcheol Min, Seungchul Lee
Abstract 18 | PDF Downloads 20 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1763

A Health Monitoring Method for Wind Power Generators with Hidden Markov and Probabilistic Principal Components Analysis Models

Riku Sasaki, Naoya Takeishi, Takehisa Yairi, Koichi Hori, Kazunari Ide, Hiroyoshi Kubo
Abstract 17 | PDF Downloads 19 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1766

Deep Neural Network Based Fault Detection for Three-Phase Induction Motor

Sunghwan Cha, Simon Lee, Jun Jo, Yong Oh Lee, Jongwoon Hwang
Abstract 18 | PDF Downloads 43 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1767

A Study On The Application Of AAKR Based Early Warning System For ICE

Hyungcheol Min, Heesoo Kim, Seokman Sohn, Yongchae Bae
Abstract 32 | PDF Downloads 44 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1769

Unsupervised Fault Diagnosis of Journal Bearing Rotor System with Heterogeneous Data

Hyunseok Oh, Byung Chul Jeon, Joon Ha Jung, Byeng D. Youn
Abstract 18 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1772

Application of Hidden Markov Model to Fault Diagnostics of Glass De-chuck System

Hwanoh Choi, Kyoungrae Noh, Sangmun Yun, Daewhan Kim
Abstract 20 | PDF Downloads 19 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1779

Application of clustering algorithms and classification methods for identifying stench data of automobiles

Chinuk Lee, Byeongmin Mun, Junseop Lee, Hyoseok Kim, Hansin Lee, Sukjoo Bae
Abstract 21 | PDF Downloads 24 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1782

Independent Component Analysis Method Based on Genetic Algorithm in Compound Fault Separation

Yansong Hao, Liuyang Song, Jingle Li, Xin Xie, Huaqing Wang
Abstract 16 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1784

Fault Detection of Tripod Shaft using Dual Strain Sensor

Sunghyun Lee, Insu Jeon, Do Sik Kim, Dong-Cheon Baek
Abstract 17 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1787

Architecture for Online Prognostics for Pumps and Valves in Nuclear Power Plants

Yang-seok Kim, Byoung-oh Lee, Ji-ho Min, Dae-woong Kim, and Chi-yong Park
Abstract 19 | PDF Downloads 21 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1789

An online hybrid prognostics ANFIS-PF method with an application to gearbox for RUL prediction

Atefeh Govahianjahromi, Jaehoon Kim, Moussa Hamadache, Dongik Lee
Abstract 30 | PDF Downloads 25 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1797

Parameter Estimation Using Particle Filter for Induction Machines under Inter-Turn Fault

Viethung Nguyen, Danwei Wang, Jeevanand Seshadrinath, Abhisek Ukil, Viswanathan Vaiyapuri, Sivakumar Nadarajan
Abstract 21 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1798

System Health Monitoring of Wind Turbines Using SCADA Data and Gaussian Mixture Models

Akihisa Yasuda, Jun Ogata, Masahiro Murakawa, Hiroyuki Morikawa, Makoto Iida
Abstract 23 | PDF Downloads 21 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1806

Development of Real-Time Driver's Health Detection System by Using Smart Handle

Hao LIU, Jae-Cheon LEE, Yoon Nyun KIM, Yun Seok HEO
Abstract 19 | PDF Downloads 25 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1807

A Self-Organization Strategy for Unmanned Autonomous Systems

Benjamin Lee, Sehwan Oh, Michael Balchanos, George Vachtsevanos
Abstract 21 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1808

Resilient-based Control Reconfiguration of Autonomous Systems

Sehwan Oh, Benjamin Lee, Michael Balchanos, Dimitri Mavris, George Vachtsevanos
Abstract 22 | PDF Downloads 35 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1809

System Component Degradation: Filter Clogging in a UAV Fuel

Zakwan Skaf, Omer F. Eker, Ian K. Jennions
Abstract 27 | PDF Downloads 76 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1811

Experimental Study of Dynamic Strain for Gear Tooth using Fiber Bragg Gratings and Piezoelectric Strain Sensors

Yongzhi Qu, Liu Hong, Xixin Jiang, Miao He, David He, Yuegang Tan, Zude Zhou
Abstract 15 | PDF Downloads 35 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1812

Data-Driven Prognostics for Major Piping in Nuclear Power Plants

Gibeom Kim, Hyeonmin Kim, Yoon-Suk Chang, Seungho Jung, Gyunyoung Heo
Abstract 19 | PDF Downloads 23 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1814

Fatigue Life Prediction Based on Walker and Masson Models

Jie Zhou, Hong-Zhong Huang, Bo Zheng, Zhaochun Peng
Abstract 26 | PDF Downloads 145 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1818

A Practical Guide for the Characterization of Lithium-Ion Battery Internal Impedances in PHM Algorithms

Aramis Pérez, Matías Benavides, Heraldo Rozas, Sebastián Seria, Marcos Orchard
Abstract 24 | PDF Downloads 55 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1819

Towards a Physics Based Foundation for the Estimation of Bearings RUL

Dmitri Gazizulin, Renata Klein, Jacob Bortman
Abstract 20 | PDF Downloads 25 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1820

Determining an acceleration factor for a metering pump used in a polyurethane injection machine

Gi-Chun Lee, Byung-Oh Choi, Jong-Sik Choi, Tae-Jin Song, Chae-Young Suh
Abstract 22 | PDF Downloads 37 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1822

A Study on the Characteristic of Stator Winding Degradation Process and Its Life Estimation of Induction Motors

Viethung Nguyen, Danwei Wang, Jeevanand Seshadrinath, Abhisek Ukil, Vinay Jaiswal, Nishant Verma, Viswanathan Vaiyapuri, Sivakumar Nadarajan
Abstract 33 | PDF Downloads 36 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1823

A Bayesian approach to reliability prediction for one-shot devices

Chinuk Lee, Byeongmin Mun, Junseop Lee, Zaeill Kim, Byungtae Ryu, Sukjoo Bae
Abstract 21 | PDF Downloads 34 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1825

Pilot study for the reliability evaluation of double suction volute pump

Dong Soo Jung, Han Young Jung, Jong Cheol Kim
Abstract 18 | PDF Downloads 15 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1827

Performance Analysis of Single-Disc and Multi-Disc Check Valve

Tae-Kook Park, Yong-Bum Lee, Jae-Ho Lee, Tae-Seok Kim, Dong-Jo Seo
Abstract 24 | PDF Downloads 21 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1828

Accelerated Life Test and Signal Monitoring of an Industrial Pressure Sensor

Jung-Hun Shin, Jong-Cheol Kim, Mu-Seong Chang, Sik Lee, Dong-Soo Jung, Kum-Won Cho
Abstract 22 | PDF Downloads 19 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1829

Thermal and mechanical degradation of recycled poly-lactic acid filaments for use in 3D printers

Dongoh Lee, Xing Guan Zhao, Kyung-Jun Hwang, Cheolung Cha, Bumjin Yoon, Namsu Kim
Abstract 24 | PDF Downloads 35 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1830

Running State Evaluation Method of Turbine Bearing Based on Feature Vector

Hao Zhang, Xianghe Yun, Pengfei Dang, Qingkai Han
Abstract 15 | PDF Downloads 20 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1831

Mechanical Property Estimation for FDM 3D Printed Parts using Gaussian Process Regression

Heechang Kim, Seungtae Park, Eunju Park, Namhun Kim, Seungchul Lee
Abstract 19 | PDF Downloads 16 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1832

A PHM Testbed for Fault Diagnosis of the Machine Tools

Kyusung Jung, Hyungjun Park, Seokgoo Kim, Dawn An, Joo-Ho Choi
Abstract 26 | PDF Downloads 36 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1833

A Study on Smart Roll Forming Based on Real Time Process Data

Jae-Hwan SON, Dong-Hyun CHO, Seung-Yong LEE, Chul-Hong KIM
Abstract 17 | PDF Downloads 26 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1837

A Study of the Degradation of Electronic Speed Controllers for Brushless DC Motors

George E. Gorospe Jr., Chetan S. Kulkarni, Edward Hogge, Andrew Hsu, Natalie Ownby
Abstract 16 | PDF Downloads 23 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1846

Assembly Quality Diagnosis of Planetary Gear Sets

Soonyoung Han, Jiung Huh, Hae-Jin Choi
Abstract 24 | PDF Downloads 20 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1848

Battery prognostics based on discharge voltage drop for energy storage applications

Dongjin Kim, Jaewook Lee, Seok Goo Kim, Jooho Choi, Hwa Seob Song, Sang Hui Park
Abstract 19 | PDF Downloads 30 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1852

Research Status of Prognostics and Health Management in Nuclear Field

Hyeonmin Kim, Seop Hur, Gyunyoung Heo, Jung-Taek Kim
Abstract 22 | PDF Downloads 21 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1855

Thermal Fatigue Analysis and Evaluation of Wheel-Rail Contact under Braking Conditions

Soyoung Lee, Hailong Shao, Dong-Hyung Lee, Ha-Young Choi, Jongsoo Lee
Abstract 23 | PDF Downloads 29 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1875

A PSA framework for an Interim Dry Storage Facility Subjected to an Aircraft Crash

Sanghoon Lee, Belal Amomani, Dong Chan Jang, Hyun-Gook Kang
Abstract 11 | PDF Downloads 21 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1878

Sound Energy Harvester with Frequency Tunable Acoustic Metamaterial Cavity

Kyungjun Song, Jae Eun Kim, Jedo Kim, Kyung Ho Sun
Abstract 16 | PDF Downloads 33 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1879

Low Cost Wireless Vibration Monitoring using Thermoelectric Energy Harvester for Machinery Prognostic

Takuya Nishino, Junichi Nagata, Kanae Nakagawa, Mineharu Tsukada
Abstract 11 | PDF Downloads 21 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1880

Special Session Papers

Bending Wave Propagation Analysis Induced by Metal Ball Impacts on Reactor Pressure Boundary Structure

Seong-In Moon, To Kang, Seong-Il Lee, Jung-Seok Seo, Jeong-Han Lee, Soon-Woo Han, Jin-Ho Park
Abstract 12 | PDF Downloads 17 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1956

Development of experimental metal sphere-mass map of reactor vessel scale models

Soon-Woo Han, Seong-Il Lee, Jeong-Han Lee, Jin-Ho Park
Abstract 12 | PDF Downloads 16 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1957

Measurement of wavenumber of wall-thinned plate using spatial local wavenumber filtering

To Kang, Jeong Han Lee, Soon Woo Han, Jin Ho Park, Gyuhae Park, Jun Young Jeon
Abstract 13 | PDF Downloads 27 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1961

Computer vision-based stress estimation of concrete structures

Eun-Jin Kim, Seongwoo Gwon, Soojin Cho, Sung-Han Sim
Abstract 11 | PDF Downloads 17 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1983

Line Laser Scanning Thermography System for Paint Thickness Estimation

Soonkyu Hwang, Jiho Park, Yun-Kyu An, Hoon Sohn
Abstract 12 | PDF Downloads 20 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1984

Improvement of MFL Sensing based Damage Detection and Quantification for Steel Bar NDE

Ju-Won Kim, Jihwan Park, Donghwan Lee, Gichun Cha, Seunghee Park
Abstract 22 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1985

Monitoring of tensile force of PSC girder by measuring iron loss variation using EM sensors

Junkyeong Kim, Minsoo Park, Najeep Tareen, Byoung-Joon Yu, Seunghee Park
Abstract 16 | PDF Downloads 17 | DOI https://doi.org/10.36001/phmap.2017.v1i1.1999

A Metamaterial-Based Energy Harvester Design for Enhanced Power Supply to Wireless Sensor Network

Yong Chang Shin, Heonjun Yoon, Soo-Ho Jo, Guilian Yi, Miso Kim, Choon-Su Park, Wonjae Choi, Byeng D. Youn
Abstract 15 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2006

A study on a reliability of a mixed-model assembly line based on complexity

YeongGwang Oh, Moise Busogi, Ikchan Ju, Wooyeol Lee, Namhun Kim
Abstract 9 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2007

Adaptive SVM-based Real-time Quality Assessment for Primer-Sealer Dispensing Process of Sunroof Assembly Line

YeongGwang Oh, Kasin Ransikarbum, Moise Busogi, Daeil Kwon, Namhun Kim
Abstract 12 | PDF Downloads 23 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2008

Fault Detection of Gearboxes in an Industrial Robot under Various Operating Conditions

Jungho Park, Yunhan Kim, Jong M. Ha, Byeng D. Youn, Jin-Gyun Park
Abstract 10 | PDF Downloads 20 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2012

Deep Neural Network for Fault Diagnosis of Power Transformers using Dissolved Gas Analysis

Sunuwe Kim, Beomchan Jang, Byeng D. Youn, Daeil Kwon, Byeong-Cheol Park
Abstract 17 | PDF Downloads 27 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2025

RPM Independent Fault Diagnosis of Rolling Element Bearing

Su J. Kim, Keunsu Kim, Taewan Hwang, Byungjoo Jeon, Byeng D. Youn
Abstract 17 | PDF Downloads 28 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2027

Four-Stage Degradation Physics of Rolling Element Bearings

Keunsu Kim, Taewan Hwang, Su J. Kim, Byungjoo Jeon, Byeng D. Youn
Abstract 20 | PDF Downloads 43 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2029

Fault diagnosis of tilting-pad type fluid film bearings in high-speed rotating machinery

Kyung Ho Sun, Dong Hyuk Kang, Byeong Ock Kim, Jai-Kyung Lee, Donghyun Lee
Abstract 17 | PDF Downloads 22 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2030

Evaluation of a Knock Sensor for Gearbox Diagnosis

Keon Kim, Jong M. Ha, Jungho Park, Byeng D. Youn
Abstract 14 | PDF Downloads 23 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2039

Does PHM Make an Engineered System Resilient under Sensor Faults?

Minji Yoo, Joung Taek Yoon, Yunhan Kim, Byeng D. Youn
Abstract 14 | PDF Downloads 20 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2043

A Study on Necessity to Introduce Prognostic Maintenance of Rolling Stock

Ju-Won Kim, Chan-Hoi An, Seong-Hee Lee, Jung-Hwa Han
Abstract 11 | PDF Downloads 37 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2062

Point-of-care CD4 Cell Counting for Monitoring HIV/AIDS Patients in Resource-confined Regions

Jung Kyung Kim, Myoung-Ock Cho, Subin Kim, Mohiuddin Khan Shourav
Abstract 13 | PDF Downloads 33 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2064

Clinical Observation on the Life Expectancy of Artificial Pacemakers Implanted into Humans

Han-Jun Bae, Yun Seok Heo, Hyoung-Seob Park, SeongWook Han, Yoon-Nyun Kim
Abstract 13 | PDF Downloads 28 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2065

Statistical Modeling for Reliability Assessment Using Rubber Stiffness Data of the Automotive Engine Mount

Minho Joo, Jaehyeok Doh, Jongsoo Lee, Yongsok Jang, Hongsok Jang, Jongchan Park
Abstract 17 | PDF Downloads 29 | DOI https://doi.org/10.36001/phmap.2017.v1i1.2100