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 222 | PDF Downloads 88 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2496
PDF

A Qualitative Fault Isolation Approach for Parametric and Discrete Faults Using Structural Model Decomposition

Matthew Daigle, Anibal Bregon, Indranil Roychoudhury
Abstract 243 | PDF Downloads 73 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2497
PDF

Distributed Real Time Compressor Blade Health Monitoring System

LiJie Yu, Sachin Shrivastava
Abstract 241 | PDF Downloads 318 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2498
PDF

Failure Prognostics with Missing Data Using Extended Kalman Filter

Wlamir Olivares Loesch Vianna, Takashi Yoneyama
Abstract 191 | PDF Downloads 84 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2499
PDF

Reciprocating compressor valve condition monitoring using image-based pattern recognition

John N. Trout, Jason R. Kolodziej
Abstract 263 | PDF Downloads 343 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2500
PDF

Comparison of Model-based Vs. Data-driven Methods for Fault Detection and Isolation in Engine Idle Speed Control System

Ruochen Yang, Giorgio Rizzoni
Abstract 431 | PDF Downloads 192 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2502
PDF

Quadrotor Actuator Fault Diagnosis with Real-Time Experimental Results

Remus C Avram, Xiaodong Zhang, Mohsen Khalili
Abstract 162 | PDF Downloads 120 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2504
PDF

A Review of Photovoltaic DC Systems Prognostics and Health Management: Challenges and Opportunities

Abbas Chokor, Mounir El Asmar, Sumanth V. Lokanath
Abstract 183 | PDF Downloads 231 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2505
PDF

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 147 | PDF Downloads 74 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2509
PDF

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 391 | PDF Downloads 946 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2510
PDF

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 196 | PDF Downloads 97 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2521
PDF

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 224 | PDF Downloads 189 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2522
PDF

Engine Health Management in Safran Aircraft Engines

Guillaume Bastard, Jérome Lacaille, Josselin Coupard, Yacine Stouky
Abstract 2820 | PDF Downloads 848 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2523
PDF

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 231 | PDF Downloads 272 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2533
PDF

Integration of Failure Assessments into the Diagnostic Process

Roxane Koitz, Franz Wotawa
Abstract 124 | PDF Downloads 127 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2536
PDF

Method and System for Predicting Hydraulic Valve Degradation on a Gas Turbine

James D’Amato, John Patanian
Abstract 173 | PDF Downloads 392 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2537
PDF

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 382 | PDF Downloads 269 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2538
PDF

Case Study in Improving the Health of a Remote Monitoring & Diagnostics Center

Sanjeev Heda
Abstract 122 | PDF Downloads 85 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2539
PDF

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 273 | PDF Downloads 248 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2540
PDF

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 134 | PDF Downloads 254 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2541
PDF

Inertial Measurement Unit for On-Machine Diagnostics of Machine Tool Linear Axes

Gregory W. Vogl, M. Alkan Donmez, Andreas Archenti, Brian A. Weiss
Abstract 156 | PDF Downloads 99 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2542
PDF

Deep Learning for Structural Health Monitoring: A Damage Characterization Application

Soumalya Sarkar, Kishore K. Reddy, Michael Giering, Michael Giering
Abstract 3993 | PDF Downloads 404 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2544
PDF

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 215 | PDF Downloads 155 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2547
PDF

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 1303 | PDF Downloads 605 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2549
PDF

Data-Driven Prognostics of Lithium-Ion Rechargeable Battery using Bilinear Kernel Regression

Charlie Hubbard, John Bavlsik, Chinmay Hegde, Chao Hu
Abstract 141 | PDF Downloads 69 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2550
PDF

An Application of Data Driven Anomaly Identification to Spacecraft Telemetry Data

Gautam Biswas, Hamed Khorasgani, Gerald Stanje, Abhishek Dubey, Somnath Deb, Sudipto Ghoshal
Abstract 332 | PDF Downloads 110 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2551
PDF

Detection of Cracks in Shafts via Analysis of Vibrations and Orbital Paths

R. Peretz, L. Rogel, J. Bortman, R. Klein
Abstract 95 | PDF Downloads 305 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2552
PDF

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 60 | PDF Downloads 77 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2553
PDF

Flight Anomaly Tracking for Improved Situational Awareness: Case Study of Germanwings Flight 9525

Murat Yasar
Abstract 237 | PDF Downloads 146 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2554
PDF

PHM Decision Support under Uncertainty

Murat Yasar, Teems E. Lovett
Abstract 83 | PDF Downloads 87 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2555
PDF

Hidden Markov Model-Based Detection and Classification of Foreign Objects in Heat-Exchanger Tubes

Portia Banerjee, Lalita Udpa, Satish Udpa
Abstract 137 | PDF Downloads 70 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2557
PDF

Reducing Tachometer Jitter to Improve Gear Fault Detection

Eric Bechhoefer, Dave He
Abstract 278 | PDF Downloads 101 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2558
PDF

Case Study of a Faulted Planet Bearing

Eric Bechhoefer, Dave He
Abstract 183 | PDF Downloads 57 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2567
PDF

A Modelling Ecosystem for Prognostics

Lachlan Astfalck, Melinda Hodkiewicz, Adrian Keating, Edward Cripps, Michael Pecht
Abstract 162 | PDF Downloads 89 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2568
PDF

Using Deep Learning Based Approaches for Bearing Fault Diagnosis with AE Sensors

Miao He, David He, Eric Bechhoefer
Abstract 643 | PDF Downloads 353 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2569
PDF

Using Deep Learning Based Approaches for Bearing Remaining Useful Life Prediction

Jason Deutsch, David He
Abstract 979 | PDF Downloads 437 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2570
PDF

Deriving Prognostic Continuous Time Bayesian Networks from Fault Trees

Logan Perreault, Monica Thornton, John W. Sheppard
Abstract 69 | PDF Downloads 89 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2572
PDF

Evaluation of Features with Changing Effectiveness for Prognostics

Vepa Atamuradov, Fatih Camci
Abstract 113 | PDF Downloads 61 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2573
PDF

Distributed Adaptive Fault-Tolerant Formation Control of Second-Order Multi-Agent Systems with Actuator Faults

Mohsen Khalili, Xiaodong Zhang, Yongcan Cao
Abstract 110 | PDF Downloads 103 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2574
PDF

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 168 | PDF Downloads 84 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2575
PDF

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 238 | PDF Downloads 230 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2576
PDF

Prognostic Reasoner based Adaptive Power Management System for a More Electric Aircraft

Robin.K. Sebastian, Suresh Peripinayagam, Ian.K. Jennions, Alireza Alghassi
Abstract 444 | PDF Downloads 245 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2577
PDF

Bayesian Approach for the Lethargy Coefficient Estimation in the Probabilistic Creep-Fatigue Life Model

Jaehyeok Doh, Junhwan Byun, Jongsoo Lee
Abstract 149 | PDF Downloads 105 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2578
PDF

Remaining Useful Life Predictions in Lithium-ion Battery under Composite Condition

Yejin Kim, Jongsoo Lee
Abstract 110 | PDF Downloads 388 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2579
PDF

Enhancing Turbine Performance Degradation Prediction with Atmospheric Factors

Xiaomo Jiang, TsungPo Lin, Eduardo Mendoza
Abstract 243 | PDF Downloads 318 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2580
PDF

Condition Based Monitoring for a Hydraulic Actuator

Stephen Adams, Peter A. Beling, Kevin Farinholt, Nathan Brown, Sherwood Polter, Qing Dong
Abstract 232 | PDF Downloads 131 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2581
PDF

Deep Learning Based Diagnostics of Orbit Patterns in Rotating Machinery

Haedong Jeong, Sunhee Woo, Suhyun Kim, Seungtae Park, Heechang Kim, Seungchul Lee
Abstract 132 | PDF Downloads 396 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2582
PDF

System-level Prognostics for the National Airspace

Matthew Daigle, Shankar Sankararaman, Indranil Roychoudhury
Abstract 285 | PDF Downloads 65 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2583
PDF

Impedance-based Health Monitoring of Electromagnetic Coil Insulation Subjected to Corrosive Deterioration

N. Jordan Jameson, Michael H. Azarian, Michael Pecht
Abstract 180 | PDF Downloads 81 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2584
PDF

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 147 | PDF Downloads 58 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2585
PDF

Deep Health Indicator Extraction: A Method based on Auto-encoders and Extreme Learning Machines

Yang Hu, Thomas Palmé, Olga Fink
Abstract 203 | PDF Downloads 201 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2587
PDF

Autonomous Operations System: Development and Application

Jaime A. Toro Medina, Kim N. Wilkins, Mark Walker, Gerald M. Stahl
Abstract 74 | PDF Downloads 98 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2588
PDF