Vol. 8 No. 1 (2016): Proceedings of the Annual Conference of the PHM Society 2016

Published: 2016-10-03

Technical Research Papers

Parameters Optimization of Lebesgue Sampling-based Fault Diagnosis and Prognosis with Application to Li-ion Batteries

Wuzhao Yan, Bin Zhang, Marcos Orchard
Abstract 1067 | PDF Downloads 326 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2496
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A Qualitative Fault Isolation Approach for Parametric and Discrete Faults Using Structural Model Decomposition

Matthew Daigle, Anibal Bregon, Indranil Roychoudhury
Abstract 1151 | PDF Downloads 277 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2497
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Distributed Real Time Compressor Blade Health Monitoring System

LiJie Yu, Sachin Shrivastava
Abstract 773 | PDF Downloads 845 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2498
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Failure Prognostics with Missing Data Using Extended Kalman Filter

Wlamir Olivares Loesch Vianna, Takashi Yoneyama
Abstract 877 | PDF Downloads 369 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2499
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Reciprocating compressor valve condition monitoring using image-based pattern recognition

John N. Trout, Jason R. Kolodziej
Abstract 772 | PDF Downloads 679 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2500
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Comparison of Model-based Vs. Data-driven Methods for Fault Detection and Isolation in Engine Idle Speed Control System

Ruochen Yang, Giorgio Rizzoni
Abstract 951 | PDF Downloads 417 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2502
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Quadrotor Actuator Fault Diagnosis with Real-Time Experimental Results

Remus C Avram, Xiaodong Zhang, Mohsen Khalili
Abstract 622 | PDF Downloads 578 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2504
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A Review of Photovoltaic DC Systems Prognostics and Health Management: Challenges and Opportunities

Abbas Chokor, Mounir El Asmar, Sumanth V. Lokanath
Abstract 858 | PDF Downloads 714 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2505
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A Computationally-Efficient Inverse Approach to Probabilistic Strain-Based Damage Diagnosis

James E. Warner, Jacob D. Hochhalter, William P. Leser, Patrick E. Leser, John A. Newman
Abstract 524 | PDF Downloads 291 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2509
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Leakage Detection of Steam Boiler Tube in Thermal Power Plant Using Principal Component Analysis

Jungwon Yu, Jaeyel Jang, Jaeyeong Yoo, June Ho Park, Sungshin Kim
Abstract 879 | PDF Downloads 1916 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2510
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Probabilistic Prognosis of Non-Planar Fatigue Crack Growth

Patrick E. Leser, John A. Newman, James E. Warner, William P. Leser, Jacob D. Hochhalter, Fuh-Gwo Yuan
Abstract 636 | PDF Downloads 318 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2521
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Critical Components Selection for a Prognostics and Health Management System Design: an Application to an Overhead Contact System

Mehdi Brahimi, Kamal Medjaher, Mohammed Leouatni, Noureddine Zerhouni
Abstract 651 | PDF Downloads 461 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2522
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Engine Health Management in Safran Aircraft Engines

Guillaume Bastard, Jérome Lacaille, Josselin Coupard, Yacine Stouky
Abstract 3764 | PDF Downloads 2080 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2523
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Smart Diagnosis of Journal Bearing Rotor Systems: Unsupervised Feature Extraction Scheme by Deep Learning

Hyunseok Oh, Byung Chul Jeon, Joon Ha Jung, Byeng D. Youn
Abstract 703 | PDF Downloads 652 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2533
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Integration of Failure Assessments into the Diagnostic Process

Roxane Koitz, Franz Wotawa
Abstract 493 | PDF Downloads 460 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2536
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Method and System for Predicting Hydraulic Valve Degradation on a Gas Turbine

James D’Amato, John Patanian
Abstract 512 | PDF Downloads 633 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2537
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Particle-Filtering-Based State-of-Health Estimation and End-of-Life Prognosis for Lithium-Ion Batteries at Operation Temperature

Daniel Pola, Felipe Guajardo, Esteban Jofré, Vanessa Quintero, Aramis Pérez, David Acuña, Marcos Orchard
Abstract 1232 | PDF Downloads 630 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2538
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Case Study in Improving the Health of a Remote Monitoring & Diagnostics Center

Sanjeev Heda
Abstract 447 | PDF Downloads 296 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2539
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A New Prognostics Approach for Bearing based on Entropy Decrease and Comparison with existing Methods

Seokgoo Kim, Sungho Park, Ju-Won Kim, Junghwa Han, Dawn An, Nam Ho Kim, Joo-Ho Choi
Abstract 1029 | PDF Downloads 572 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2540
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Failure Precursor Identification and Degradation Modeling for Insulated Gate Bipolar Transistors Subjected to Electrical Stress

Junmin Lee, Hyunseok Oh, Chan Hee Park, Byeng D. Youn, Deog Hyeon Kim, Byung Hwa Kim, Yong Un Cho
Abstract 566 | PDF Downloads 602 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2541
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Inertial Measurement Unit for On-Machine Diagnostics of Machine Tool Linear Axes

Gregory W. Vogl, M. Alkan Donmez, Andreas Archenti, Brian A. Weiss
Abstract 588 | PDF Downloads 351 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2542
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Deep Learning for Structural Health Monitoring: A Damage Characterization Application

Soumalya Sarkar, Kishore K. Reddy, Michael Giering, Michael Giering
Abstract 5101 | PDF Downloads 911 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2544
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An Overview of Useful Data and Analyzing Techniques for Improved Multivariate Diagnostics and Prognostics in Condition-Based Maintenance

Carolin Wagner, Philipp Saalmann, Bernd Hellingrath
Abstract 683 | PDF Downloads 529 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2547
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Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-modal Deep Auto-encoder Approach

Kishore K. Reddy, Soumalya Sarkar, Vivek Venugopalan, Michael Giering
Abstract 2729 | PDF Downloads 1178 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2549
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Data-Driven Prognostics of Lithium-Ion Rechargeable Battery using Bilinear Kernel Regression

Charlie Hubbard, John Bavlsik, Chinmay Hegde, Chao Hu
Abstract 565 | PDF Downloads 297 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2550
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An Application of Data Driven Anomaly Identification to Spacecraft Telemetry Data

Gautam Biswas, Hamed Khorasgani, Gerald Stanje, Abhishek Dubey, Somnath Deb, Sudipto Ghoshal
Abstract 1338 | PDF Downloads 368 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2551
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Detection of Cracks in Shafts via Analysis of Vibrations and Orbital Paths

R. Peretz, L. Rogel, J. Bortman, R. Klein
Abstract 368 | PDF Downloads 1007 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2552
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A Fusion Method Based on Unscented Particle Filter and Minimum Sampling Variance Resampling for Lithium-ion Battery Remaining Useful Life Prediction

Jiayu Chen, Dong Zhou, Chuan Lu
Abstract 337 | PDF Downloads 274 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2553
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Flight Anomaly Tracking for Improved Situational Awareness: Case Study of Germanwings Flight 9525

Murat Yasar
Abstract 722 | PDF Downloads 471 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2554
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PHM Decision Support under Uncertainty

Murat Yasar, Teems E. Lovett
Abstract 408 | PDF Downloads 286 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2555
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Hidden Markov Model-Based Detection and Classification of Foreign Objects in Heat-Exchanger Tubes

Portia Banerjee, Lalita Udpa, Satish Udpa
Abstract 599 | PDF Downloads 282 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2557
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Reducing Tachometer Jitter to Improve Gear Fault Detection

Eric Bechhoefer, Dave He
Abstract 1138 | PDF Downloads 309 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2558
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Case Study of a Faulted Planet Bearing

Eric Bechhoefer, Dave He
Abstract 961 | PDF Downloads 240 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2567
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A Modelling Ecosystem for Prognostics

Lachlan Astfalck, Melinda Hodkiewicz, Adrian Keating, Edward Cripps, Michael Pecht
Abstract 684 | PDF Downloads 308 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2568
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Using Deep Learning Based Approaches for Bearing Fault Diagnosis with AE Sensors

Miao He, David He, Eric Bechhoefer
Abstract 1955 | PDF Downloads 754 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2569
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Using Deep Learning Based Approaches for Bearing Remaining Useful Life Prediction

Jason Deutsch, David He
Abstract 2070 | PDF Downloads 870 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2570
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Deriving Prognostic Continuous Time Bayesian Networks from Fault Trees

Logan Perreault, Monica Thornton, John W. Sheppard
Abstract 321 | PDF Downloads 364 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2572
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Evaluation of Features with Changing Effectiveness for Prognostics

Vepa Atamuradov, Fatih Camci
Abstract 464 | PDF Downloads 240 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2573
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Distributed Adaptive Fault-Tolerant Formation Control of Second-Order Multi-Agent Systems with Actuator Faults

Mohsen Khalili, Xiaodong Zhang, Yongcan Cao
Abstract 485 | PDF Downloads 385 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2574
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Improved Time-Based Maintenance in Aeronautics with Regressive Support Vector Machines

Marcia Baptista, Ivo P. de Medeiros, Joao P. Malere, Helmut Prendinger, Cairo L. Nascimento Jr., Elsa Henriques
Abstract 612 | PDF Downloads 330 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2575
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Solenoid Valve Diagnosis for Railway Braking Systems with Embedded Sensor Signals and Physical Interpretation

Boseong Seo, Soo-Ho Jo, Hyunseok Oh, Byeng D. Youn
Abstract 733 | PDF Downloads 578 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2576
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Prognostic Reasoner based Adaptive Power Management System for a More Electric Aircraft

Robin.K. Sebastian, Suresh Peripinayagam, Ian.K. Jennions, Alireza Alghassi
Abstract 768 | PDF Downloads 462 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2577
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Bayesian Approach for the Lethargy Coefficient Estimation in the Probabilistic Creep-Fatigue Life Model

Jaehyeok Doh, Junhwan Byun, Jongsoo Lee
Abstract 494 | PDF Downloads 298 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2578
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Remaining Useful Life Predictions in Lithium-ion Battery under Composite Condition

Yejin Kim, Jongsoo Lee
Abstract 442 | PDF Downloads 919 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2579
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Enhancing Turbine Performance Degradation Prediction with Atmospheric Factors

Xiaomo Jiang, TsungPo Lin, Eduardo Mendoza
Abstract 734 | PDF Downloads 1107 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2580
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Condition Based Monitoring for a Hydraulic Actuator

Stephen Adams, Peter A. Beling, Kevin Farinholt, Nathan Brown, Sherwood Polter, Qing Dong
Abstract 763 | PDF Downloads 362 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2581
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Deep Learning Based Diagnostics of Orbit Patterns in Rotating Machinery

Haedong Jeong, Sunhee Woo, Suhyun Kim, Seungtae Park, Heechang Kim, Seungchul Lee
Abstract 471 | PDF Downloads 1013 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2582
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System-level Prognostics for the National Airspace

Matthew Daigle, Shankar Sankararaman, Indranil Roychoudhury
Abstract 1177 | PDF Downloads 247 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2583
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Impedance-based Health Monitoring of Electromagnetic Coil Insulation Subjected to Corrosive Deterioration

N. Jordan Jameson, Michael H. Azarian, Michael Pecht
Abstract 738 | PDF Downloads 306 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2584
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Application of Multiple-imputation-particle-filter for Parameter Estimation of Visual Binary Stars with Incomplete Observations

Rubén M. Clavería, David Acuña, René A. Méndez, Jorge F. Silva, Marcos E. Orchard
Abstract 613 | PDF Downloads 304 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2585
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Deep Health Indicator Extraction: A Method based on Auto-encoders and Extreme Learning Machines

Yang Hu, Thomas Palmé, Olga Fink
Abstract 814 | PDF Downloads 562 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2587
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Autonomous Operations System: Development and Application

Jaime A. Toro Medina, Kim N. Wilkins, Mark Walker, Gerald M. Stahl
Abstract 440 | PDF Downloads 316 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2588
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