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 1384 | PDF Downloads 398 | 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 1558 | PDF Downloads 350 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2497
PDF

Distributed Real Time Compressor Blade Health Monitoring System

LiJie Yu, Sachin Shrivastava
Abstract 914 | PDF Downloads 988 | 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 1108 | PDF Downloads 461 | 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 961 | PDF Downloads 761 | 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 1207 | PDF Downloads 508 | 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 787 | PDF Downloads 732 | 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 999 | PDF Downloads 850 | 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 665 | PDF Downloads 364 | 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 1133 | PDF Downloads 2210 | 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 759 | PDF Downloads 401 | 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 784 | PDF Downloads 567 | 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 4101 | PDF Downloads 2491 | 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 833 | PDF Downloads 777 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2533
PDF

Integration of Failure Assessments into the Diagnostic Process

Roxane Koitz, Franz Wotawa
Abstract 614 | PDF Downloads 568 | 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 620 | PDF Downloads 689 | 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 1637 | PDF Downloads 750 | 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 558 | PDF Downloads 358 | 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 1273 | PDF Downloads 647 | 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 715 | PDF Downloads 705 | 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 728 | PDF Downloads 427 | 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 5383 | PDF Downloads 1019 | 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 796 | PDF Downloads 643 | 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 3027 | PDF Downloads 1331 | 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 712 | PDF Downloads 400 | 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 1908 | PDF Downloads 458 | 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 484 | PDF Downloads 1259 | 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 470 | PDF Downloads 367 | 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 865 | PDF Downloads 605 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2554
PDF

PHM Decision Support under Uncertainty

Murat Yasar, Teems E. Lovett
Abstract 532 | PDF Downloads 354 | 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 743 | PDF Downloads 376 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2557
PDF

Reducing Tachometer Jitter to Improve Gear Fault Detection

Eric Bechhoefer, Dave He
Abstract 1467 | PDF Downloads 380 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2558
PDF

Case Study of a Faulted Planet Bearing

Eric Bechhoefer, Dave He
Abstract 1236 | PDF Downloads 317 | 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 817 | PDF Downloads 410 | 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 2688 | PDF Downloads 848 | 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 2548 | PDF Downloads 987 | 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 441 | PDF Downloads 448 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2572
PDF

Evaluation of Features with Changing Effectiveness for Prognostics

Vepa Atamuradov, Fatih Camci
Abstract 594 | PDF Downloads 308 | 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 631 | PDF Downloads 458 | 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 741 | PDF Downloads 409 | 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 897 | PDF Downloads 805 | 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 873 | PDF Downloads 564 | 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 628 | PDF Downloads 366 | 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 562 | PDF Downloads 1168 | 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 958 | PDF Downloads 1430 | 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 938 | PDF Downloads 436 | 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 577 | PDF Downloads 1242 | 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 1564 | PDF Downloads 323 | 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 932 | PDF Downloads 378 | 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 764 | PDF Downloads 380 | 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 1041 | PDF Downloads 700 | 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 554 | PDF Downloads 433 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2588
PDF