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Vol. 6 No. 1 (2014): Proceedings of the Annual Conference of the PHM Society 2014
Vol. 6 No. 1 (2014): Proceedings of the Annual Conference of the PHM Society 2014
Published:
2014-09-29
Technical Research Papers
Qualitative Event-Based Fault Isolation under Uncertain Observations
Matthew Daigle, Indranil Roychoudhury, Anibal Bregon
Abstract
283 | PDF Downloads
162 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2346
PDF
Estimation of Remaining Useful Life Based on Switching Kalman Filter Neural Network Ensemble
Pin Lim, Chi Keong Goh, Kay Chen Tan, Partha Dutta
Abstract
488 | PDF Downloads
337 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2348
PDF
A Low Frequency Uni-variate Model for the Effective Diagnosis and Prognosis of Bearing Signals Based Upon High Frequency Data
Jamie L. Godwin, Peter Matthews
Abstract
161 | PDF Downloads
137 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2350
PDF
Health Management and Diagnostics for Synthetic Aperture Radar (SAR) Payloads
Gregory Bower, Jonathan Zook, Ross Bird
Abstract
214 | PDF Downloads
155 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2351
PDF
Learning Diagnosis Based on Evolving Fuzzy Finite State Automaton
Moussa Traore, Eric Chaˆtelet, Eddie Soulier, Hossam A. Gabbar
Abstract
168 | PDF Downloads
181 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2353
PDF
Health Monitoring of Hybrid Systems Using Hybrid Particle Petri Nets
Quentin Gaudel, Elodie Chanthery, Pauline Ribot
Abstract
192 | PDF Downloads
177 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2354
PDF
Towards Performance Prognostics of a Launch Valve
Glenn Shevach, Mark Blair , James Hing , Larry Venetsky, Everard Martin, John Wheelock
Abstract
174 | PDF Downloads
212 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2355
PDF
Prognostic Modeling of Valve Degradation within Power Stations
M. J. McGhee, G. Galloway, V. M. Catterson , B. Brown, E. Harrison
Abstract
318 | PDF Downloads
207 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2356
PDF
Validation of Model-Based Prognostics for Pneumatic Valves in a Demonstration Testbed
Chetan S. Kulkarni, Matthew Daigle, George Gorospe, Kai Goebel
Abstract
556 | PDF Downloads
180 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2357
PDF
Data-Driven Lead-Acid Battery Prognostics Using Random Survival Forests
Erik Frisk, Mattias Krysander, Emil Larsson
Abstract
594 | PDF Downloads
400 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2370
PDF
Applying Swarm Intelligence and Bayesian Inference for Wind Turbine SCADA-Based Condition Monitoring and Prognostics
Xiang Ye, Lisa Osadciw
Abstract
212 | PDF Downloads
154 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2371
PDF
Fatigue Crack Detection at Gearbox Spline Component using Acoustic Emission Method
Didem Ozevin, Justin Cox, William Hardman , Seth Kessler, Alan Timmons
Abstract
216 | PDF Downloads
170 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2372
PDF
A Data Driven Method for Model Based Diagnostics and Prognostics
Michael D. Bryant
Abstract
235 | PDF Downloads
170 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2373
PDF
Planetary Gearbox Fault Diagnosis Using a Single Piezoelectric Strain Sensor
Jae Yoon, David He, Brandon Van Hecke , Thomas J. Nostrand, Junda Zhu , Eric Bechhoefer
Abstract
520 | PDF Downloads
276 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2374
PDF
Integrated Diagnostics and Prognostics for the Electrical Power System of a Planetary Rover
Matthew Daigle, Indranil Roychoudhury, Anibal Bregon
Abstract
209 | PDF Downloads
144 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2375
PDF
Demonstration of Prognostics-Enabled Decision Making Algorithms on a Hardware Mobile Robot Test Platform
Adam Sweet, George Gorospe, Matthew Daigle, Jose ́ R. Celaya, Edward Balaban, Indranil Roychoudhury, Sriram Narasimhan
Abstract
427 | PDF Downloads
154 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2376
PDF
Gear Diagnostics – Fault Type Characteristics
Alexander Bliznyuk, Ido Dadon, Renata Klein, Jacob Bortman
Abstract
648 | PDF Downloads
226 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2386
PDF
Characterization of Fault Size in Bearings
Matan Mendelovich, Yitschak Sanders, Gideon Kogan, Mor Battat, Renata Klein, Jacob Bortman
Abstract
226 | PDF Downloads
163 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2387
PDF
A Vibration-Based Approach for Stator Winding Fault Diagnosis of Induction Motors: Application of Envelope Analysis
Chao Jin, Agusmian P. Ompusunggu, Zongchang Liu, Hossein D. Ardakani , Fredrik Petré, Jay Lee
Abstract
327 | PDF Downloads
186 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2388
PDF
Formal Verification of Complex Systems based on SysML Functional Requirements
Hoda Mehrpouyan, Irem Y. Tumer, Chris Hoyle, Dimitra Giannakopoulou, Guillaume Brat
Abstract
226 | PDF Downloads
176 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2389
PDF
A Tool Chain for the V&V of NASA Cryogenic Fuel Loading Health Management
Johann Schumann, Vanesa Gomez-Gonzalez, Nagabhushan Mahadevan, Michael Lowry, Peter Robinson, Gabor Karsai
Abstract
379 | PDF Downloads
139 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2392
PDF
Towards Accreditation of Diagnostic Models for Improved Performance
Anuradha Kodali, Peter Robinson
Abstract
179 | PDF Downloads
125 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2393
PDF
A Model-Based Approach for Reliability Assessment in Component- Based Systems
Saideep Nannapaneni, Abhishek Dubey, Sherif Abdelwahed, Sankaran Mahadevan, Sandeep Neema
Abstract
395 | PDF Downloads
220 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2394
PDF
Sensor Fault Diagnosis in Quadrotors Using Nonlinear Adaptive Estimators
Remus C Avram, Xiaodong Zhang, Jacob Campbell
Abstract
211 | PDF Downloads
154 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2396
PDF
Using Johnson Distribution for Automatic Threshold Setting in Wind Turbine Condition Monitoring System
Kun S. Marhadi, Georgios Alexandros Skrimpas
Abstract
220 | PDF Downloads
121 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2398
PDF
Temporal Causal Diagrams for Diagnosing Failures in Cyber-Physical Systems
Nagabhushan Mahadevan, Abhishek Dubey, Gabor Karsai, Anurag Srivastava, Chen-Ching Liu
Abstract
305 | PDF Downloads
155 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2400
PDF
Case Study: Models for Detecting Low Oil Pressure Anomalies on Commercial Vehicles
Howard E. Bussey, Nenad G. Nenadic, Paul A. Ardis, Michael G. Thurston
Abstract
229 | PDF Downloads
225 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2416
PDF
Decentralized Approach for Fault Diagnosis of Three Cell Converters
Hanane Louajri, Moamar Sayed-Mouchaweh
Abstract
154 | PDF Downloads
110 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2417
PDF
Improved Probabilistic Remaining Useful Life Estimation in Structures: Modeling Multi-site Fatigue Cracking in Oil and Gas Service Structures
Abdallah Al Tamimi, Mohammad Modarres
Abstract
187 | PDF Downloads
155 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2418
PDF
Imaging and Information Processing of Pitting-Corroded Aluminum Alloy Panels with Surface Metrology Methods
Honglei Li, Margaret R. Garvan, Jiaming Li, Javier Echauz, Douglas Brown, George J. Vachtsevanos
Abstract
255 | PDF Downloads
142 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2419
PDF
A Novel Linear Polarization Resistance Corrosion Sensing Methodology for Aircraft Structure
Douglas W. Brown, Richard J. Connolly, Margaret Garvan, Honglei Li, Vinod S. Agarwala, George Vachtsevanos
Abstract
408 | PDF Downloads
163 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2420
PDF
On the Use of Particle Flow to Enhance the Computational Performance of Particle-Filtering-based Prognostics
Javier A. Oliva, Torsten Bertram
Abstract
175 | PDF Downloads
105 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2421
PDF
Efficient Dependency Computation for Dynamic Hybrid Bayesian Network in On-line System Health Management Applications
Chonlagarn Iamsumang, Ali Mosleh, Mohammad Modarres
Abstract
179 | PDF Downloads
127 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2422
PDF
Prognostic Optimization of Phased Array Antenna for Self-Healing
David Allen
Abstract
227 | PDF Downloads
146 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2423
PDF
Multiple-imputation-particle-filtering scheme for Uncertainty Characterization in Battery State-of-Charge Estimation Problems with Missing Measurement Data
David E. Acun ̃a, Marcos E. Orchard, Jorge F. Silva, Aramis Pe ́rez
Abstract
202 | PDF Downloads
125 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2424
PDF
Uncertainty in Steady-State Diagnostics of a Current-Pressure Transducer: How Confident are We in Diagnosing Faults?
Shankar Sankararaman, Christopher Teubert, Kai Goebel
Abstract
393 | PDF Downloads
141 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2432
PDF
Equipment Health Monitoring with Non-Parametric Statistics for Online Early Detection and Scoring of Degradation
Maizura Mokhtar, Joseph C. Edge, Andrew R. Mills
Abstract
208 | PDF Downloads
115 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2433
PDF
A Generalized Machine Fault Detection Method Using Unified Change Detection
Wenyi Wang, David Forrester, Peter Frith
Abstract
123 | PDF Downloads
125 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2434
PDF
Evolving Fuzzy Classifier based on Clustering Algorithm and Drift Detection for Fault Diagnosis Applications
Maurilio Inacio, Andre Lemos, Walmir Caminhas
Abstract
111 | PDF Downloads
96 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2435
PDF
Novel Real-Time Nondestructive Technology for Chemical and Structural Health Management of Solid Rocket Propellants
Sami Daoud, Michal J. Villeburn, Kevin D. Bailey, Gordon Kinloch
Abstract
187 | PDF Downloads
213 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2436
PDF
Integrated Multivariate Health Monitoring System for Helicopters Main Rotor Drives: Development and Validation with In-Service Data
Alberto Bellazzi, Giovanni Jacazio, Bruno Maino, Gueorgui Mihaylov, Franco Pellerey, Massimo Sorli
Abstract
180 | PDF Downloads
169 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2440
PDF
An Aircraft Lifecycle Approach for the Cost-Benefit Analysis of Prognostics and Condition-based Maintenance based on Discrete-Event Simulation
Nico B. Hölzel, Thomas Schilling, Volker Gollnick
Abstract
18931 | PDF Downloads
1428 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2441
PDF
A Reference Stack for PHM Architectures
Charles Crabb
Abstract
147 | PDF Downloads
263 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2442
PDF
Managing Fleet Wide Sensory Data: Lessons Learned in Dealing with Volume, Velocity, Variety, Veracity, Value and Visibility
Preston Johnson
Abstract
397 | PDF Downloads
227 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2443
PDF
Fault Diagnosis and Prognosis Based on Lebesgue Sampling
Bin Zhang, Xiaofeng Wang
Abstract
132 | PDF Downloads
105 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2444
PDF
Fault Detection and Severity Analysis of Servo Valves Using Recurrence Quantification Analysis
M. Samadani, C. A. Kitio Kwuimy, C. Nataraj
Abstract
343 | PDF Downloads
183 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2488
PDF
Model-Based Fault Diagnosis of a Planetary Gear Using Transmission Error
Jungho Park, Jong Moon Ha, Byeng D. Youn, Sang Hyuck Leem, Joo-Ho Choi, Nam Ho Kim
Abstract
403 | PDF Downloads
228 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2489
PDF
Adaptation of an Electrochemistry-based Li-Ion Battery Model to Account for Deterioration Observed Under Randomized Use
Brian Bole, Chetan S. Kulkarni, Matthew Daigle
Abstract
2788 | PDF Downloads
1163 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2490
PDF
Application of Unscented Kalman Filter for Condition Monitoring of an Organic Rankine Cycle Turbogenerator
Leonardo Pierobon, Rune Schlanbusch, Rambabu Kandepu, Fredrik Haglind
Abstract
568 | PDF Downloads
155 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2491
PDF
A Probabilistic Approach for Reliability and Life Prediction of Electronics in Drilling and Evaluation Tools
Amit A. Kale, Katrina Carter-Journet, Troy A. Falgout , Ludger Heuermann-Kuehn, Derick Zurcher
Abstract
285 | PDF Downloads
178 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2492
PDF
A Novel Human-Machine Interface Framework for Improved System Performance and Conflict Resolution
Jiaming Li, George Vachtsevanos
Abstract
302 | PDF Downloads
135 PDF2 Downloads
91 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2493
PDF
PDF2
Analysis Quality Index - What confidence do you have in your risk analysis?
Leila Salhi, Jacek Stecki, Chris Stecki
Abstract
121 | PDF Downloads
115 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2494
PDF
Challenges in Concrete Structures Health Monitoring
Sankaran Mahadevan, Douglas Adams, David Kosson
Abstract
239 | PDF Downloads
205 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2495
PDF
Investigating Vibration Properties of a Planetary Gear Set with a Cracked Tooth in a Planet Gear
Xihui Liang , Ming J. Zuo
Abstract
139 | PDF Downloads
111 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2501
PDF
Standards for Prognostics and Health Management (PHM) Techniques within Manufacturing Operations
Gregory W. Vogl, Brian A. Weiss , M. Alkan Donmez
Abstract
760 | PDF Downloads
504 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2503
PDF
A Self-Aware Machine Platform in Manufacturing Shop Floor Utilizing MTConnect Data
Linxia Liao, Raj Minhas, Arvind Rangarajan, Tolga Kurtoglu, Johan de Kleer
Abstract
412 | PDF Downloads
179 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2506
PDF
Fault Tolerant Control for Manufacturing Discrete Systems by Filter and Diagnoser Interactions
A. Philippot, P. Marangé, F. Gellot, J. F. Pétin, B. Riera
Abstract
117 | PDF Downloads
97 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2507
PDF
A Novel Feature Extraction Method for Monitoring (Vehicular) Fuel Storage System Leaks
Fling Tseng , Imad H. Makki, Dimitar P. Filev, Ratna Babu Chinnam
Abstract
131 | PDF Downloads
115 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2508
PDF
Review and Analysis of Algorithmic Approaches Developed for Prognostics on CMAPSS Dataset
Emmanuel Ramasso, Abhinav Saxena
Abstract
667 | PDF Downloads
339 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2512
PDF
Enhanced Trajectory Based Similarity Prediction with Uncertainty Quantification
Jack Lam , Shankar Sankararaman, Bryan Stewart
Abstract
303 | PDF Downloads
187 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2513
PDF
Survey of Condition Indicators for Condition Monitoring Systems
Junda Zhu, Tom Nostrand, Cody Spiegel, Brogan Morton
Abstract
1328 | PDF Downloads
849 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2514
PDF
Estimation of Bogie Performance Criteria Through On-Board Condition Monitoring
Parham Shahidi, Dan Maraini, Brad Hopkins, Andrew Seidel
Abstract
229 | PDF Downloads
631 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2515
PDF
Particle Filtering-Based System Degradation Prediction Applied to Jet Engines
Peng Wang , Robert X. Gao
Abstract
208 | PDF Downloads
152 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2516
PDF
Building a Data-Driven Vital Sign Indicator for an Economically Optimized Component Replacement Policy
Hyung-il Ahn, Ying Tat Leung, Axel Hochstein
Abstract
119 | PDF Downloads
96 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2518
PDF
Aircraft Hydraulic System Leakage Detection and Servicing Recommendations Method
Wlamir O. L. Vianna , João Pedro P. Malere
Abstract
279 | PDF Downloads
578 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2519
PDF
Are Current Prognostic Performance Evaluation Practices Sufficient and Meaningful?
Shankar Sankararaman, Abhinav Saxena, Kai Goebel
Abstract
477 | PDF Downloads
152 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2520
PDF
Poster Presentations
Cost-Benefit Analysis and Specification of Component-level PHM Systems in Aircrafts
Alexander Ka ̈hlert, Sebastian Giljohann, Uwe Klingauf
Abstract
8706 | PDF Downloads
1373 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2334
PDF
A Framework for Model-Based Diagnostics and Prognostics of Switched-Mode Power Supplies
Honglei Li , Xuerong Ye, Cen Chen, George Vachtsevanos
Abstract
393 | PDF Downloads
144 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2335
PDF
Anomaly Detection Techniques for the Condition Monitoring of Tidal Turbines
Grant S. Galloway, Victoria M. Catterson, Craig Love, Andrew Robb
Abstract
307 | PDF Downloads
239 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2336
PDF
Detection of Wind Turbine Power Performance Abnormalities Using Eigenvalue Analysis
Georgios Alexandros Skrimpas, Christian Walsted Sweeney, Kun S. Marhadi, Bogi Bech Jensen, Nenad Mijatovic, Joachim Holbøll
Abstract
210 | PDF Downloads
125 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2337
PDF
A PHM Approach to Additive Manufacturing Equipment Health Monitoring, Fault Diagnosis, and Quality Control
Jae Yoon, David He, Brandon Van Hecke
Abstract
58014 | PDF Downloads
8585 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2338
PDF
Modeling Degradation Using Thermodynamic Entropy
Michael D. Bryant
Abstract
329 | PDF Downloads
220 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2339
PDF
Electrochemical Impedance Spectroscopy for Coating Evaluation using a Micro Sensor
Nicholas Waters, Richard Connolly, Douglas Brown, Bernard Laskowski
Abstract
429 | PDF Downloads
526 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2340
PDF
A Time-domain Modeling and Simulation Framework for Comparative Analysis of Prognostics, Reliability and Robustness in System Design
Nicholas A. Lambert, Kyle B. Ferrio, Douglas L. Goodman
Abstract
106 | PDF Downloads
104 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2341
PDF
Eddy Currents Signatures Classification by Using Time Series: a System Modeling Approach
Blaise Gue ́pie ́, Mihaly Petreczky, Ste ́phane Lecoeuche
Abstract
131 | PDF Downloads
119 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2343
PDF
Modeling Hydraulic Components for Automated FMEA of a Braking System
Peter Struss, Alessandro Fraracci
Abstract
162 | PDF Downloads
190 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2344
PDF
Operation Condition Monitoring using Temporal Weighted Dempster-Shafer Theory
Xiaoyun Wang, Tingdi Zhao
Abstract
100 | PDF Downloads
128 |
DOI
https://doi.org/10.36001/phmconf.2014.v6i1.2345
PDF
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