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Vol. 8 No. 1 (2016): Proceedings of the Annual Conference of the PHM Society 2016
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
355 | PDF Downloads
155 |
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
356 | PDF Downloads
125 |
DOI
https://doi.org/10.36001/phmconf.2016.v8i1.2497
PDF
Distributed Real Time Compressor Blade Health Monitoring System
LiJie Yu, Sachin Shrivastava
Abstract
356 | PDF Downloads
483 |
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
314 | PDF Downloads
142 |
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
374 | PDF Downloads
463 |
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
550 | PDF Downloads
267 |
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
244 | PDF Downloads
222 |
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
513 | PDF Downloads
370 |
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
234 | PDF Downloads
125 |
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
499 | PDF Downloads
1345 |
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
292 | PDF Downloads
162 |
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
301 | PDF Downloads
269 |
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
3020 | PDF Downloads
1254 |
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
338 | PDF Downloads
377 |
DOI
https://doi.org/10.36001/phmconf.2016.v8i1.2533
PDF
Integration of Failure Assessments into the Diagnostic Process
Roxane Koitz, Franz Wotawa
Abstract
190 | PDF Downloads
193 |
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
235 | PDF Downloads
485 |
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
511 | PDF Downloads
366 |
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
181 | PDF Downloads
147 |
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
421 | PDF Downloads
372 |
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
208 | PDF Downloads
354 |
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
247 | PDF Downloads
174 |
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
4620 | PDF Downloads
609 |
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
319 | PDF Downloads
246 |
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
1617 | PDF Downloads
798 |
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
212 | PDF Downloads
123 |
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
502 | PDF Downloads
187 |
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
137 | PDF Downloads
496 |
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
113 | PDF Downloads
121 |
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
362 | PDF Downloads
274 |
DOI
https://doi.org/10.36001/phmconf.2016.v8i1.2554
PDF
PHM Decision Support under Uncertainty
Murat Yasar, Teems E. Lovett
Abstract
131 | PDF Downloads
131 |
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
277 | PDF Downloads
126 |
DOI
https://doi.org/10.36001/phmconf.2016.v8i1.2557
PDF
Reducing Tachometer Jitter to Improve Gear Fault Detection
Eric Bechhoefer, Dave He
Abstract
463 | PDF Downloads
168 |
DOI
https://doi.org/10.36001/phmconf.2016.v8i1.2558
PDF
Case Study of a Faulted Planet Bearing
Eric Bechhoefer, Dave He
Abstract
302 | PDF Downloads
105 |
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
274 | PDF Downloads
139 |
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
975 | PDF Downloads
472 |
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
1252 | PDF Downloads
573 |
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
116 | PDF Downloads
138 |
DOI
https://doi.org/10.36001/phmconf.2016.v8i1.2572
PDF
Evaluation of Features with Changing Effectiveness for Prognostics
Vepa Atamuradov, Fatih Camci
Abstract
176 | PDF Downloads
111 |
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
180 | PDF Downloads
159 |
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
254 | PDF Downloads
160 |
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
323 | PDF Downloads
321 |
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
518 | PDF Downloads
309 |
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
199 | PDF Downloads
141 |
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
170 | PDF Downloads
534 |
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
322 | PDF Downloads
582 |
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
354 | PDF Downloads
207 |
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
199 | PDF Downloads
582 |
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
443 | PDF Downloads
122 |
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
271 | PDF Downloads
145 |
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
202 | PDF Downloads
104 |
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
368 | PDF Downloads
304 |
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
137 | PDF Downloads
169 |
DOI
https://doi.org/10.36001/phmconf.2016.v8i1.2588
PDF
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