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 298 | PDF Downloads 173 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2346
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Estimation of Remaining Useful Life Based on Switching Kalman Filter Neural Network Ensemble

Pin Lim, Chi Keong Goh, Kay Chen Tan, Partha Dutta
Abstract 504 | PDF Downloads 352 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2348
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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 169 | PDF Downloads 149 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2350
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Health Management and Diagnostics for Synthetic Aperture Radar (SAR) Payloads

Gregory Bower, Jonathan Zook, Ross Bird
Abstract 224 | PDF Downloads 166 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2351
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Learning Diagnosis Based on Evolving Fuzzy Finite State Automaton

Moussa Traore, Eric Chaˆtelet, Eddie Soulier, Hossam A. Gabbar
Abstract 177 | PDF Downloads 192 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2353
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Health Monitoring of Hybrid Systems Using Hybrid Particle Petri Nets

Quentin Gaudel, Elodie Chanthery, Pauline Ribot
Abstract 203 | PDF Downloads 189 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2354
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Towards Performance Prognostics of a Launch Valve

Glenn Shevach, Mark Blair , James Hing , Larry Venetsky, Everard Martin, John Wheelock
Abstract 182 | PDF Downloads 225 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2355
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Prognostic Modeling of Valve Degradation within Power Stations

M. J. McGhee, G. Galloway, V. M. Catterson , B. Brown, E. Harrison
Abstract 324 | PDF Downloads 217 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2356
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Validation of Model-Based Prognostics for Pneumatic Valves in a Demonstration Testbed

Chetan S. Kulkarni, Matthew Daigle, George Gorospe, Kai Goebel
Abstract 578 | PDF Downloads 190 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2357
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Data-Driven Lead-Acid Battery Prognostics Using Random Survival Forests

Erik Frisk, Mattias Krysander, Emil Larsson
Abstract 611 | PDF Downloads 421 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2370
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Applying Swarm Intelligence and Bayesian Inference for Wind Turbine SCADA-Based Condition Monitoring and Prognostics

Xiang Ye, Lisa Osadciw
Abstract 243 | PDF Downloads 166 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2371
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Fatigue Crack Detection at Gearbox Spline Component using Acoustic Emission Method

Didem Ozevin, Justin Cox, William Hardman , Seth Kessler, Alan Timmons
Abstract 225 | PDF Downloads 185 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2372
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A Data Driven Method for Model Based Diagnostics and Prognostics

Michael D. Bryant
Abstract 245 | PDF Downloads 182 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2373
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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 546 | PDF Downloads 294 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2374
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Integrated Diagnostics and Prognostics for the Electrical Power System of a Planetary Rover

Matthew Daigle, Indranil Roychoudhury, Anibal Bregon
Abstract 216 | PDF Downloads 153 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2375
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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 448 | PDF Downloads 165 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2376
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Gear Diagnostics – Fault Type Characteristics

Alexander Bliznyuk, Ido Dadon, Renata Klein, Jacob Bortman
Abstract 676 | PDF Downloads 242 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2386
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Characterization of Fault Size in Bearings

Matan Mendelovich, Yitschak Sanders, Gideon Kogan, Mor Battat, Renata Klein, Jacob Bortman
Abstract 245 | PDF Downloads 175 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2387
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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 343 | PDF Downloads 201 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2388
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Formal Verification of Complex Systems based on SysML Functional Requirements

Hoda Mehrpouyan, Irem Y. Tumer, Chris Hoyle, Dimitra Giannakopoulou, Guillaume Brat
Abstract 235 | PDF Downloads 188 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2389
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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 395 | PDF Downloads 153 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2392
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Towards Accreditation of Diagnostic Models for Improved Performance

Anuradha Kodali, Peter Robinson
Abstract 189 | PDF Downloads 137 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2393
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A Model-Based Approach for Reliability Assessment in Component- Based Systems

Saideep Nannapaneni, Abhishek Dubey, Sherif Abdelwahed, Sankaran Mahadevan, Sandeep Neema
Abstract 414 | PDF Downloads 232 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2394
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Sensor Fault Diagnosis in Quadrotors Using Nonlinear Adaptive Estimators

Remus C Avram, Xiaodong Zhang, Jacob Campbell
Abstract 219 | PDF Downloads 164 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2396
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Using Johnson Distribution for Automatic Threshold Setting in Wind Turbine Condition Monitoring System

Kun S. Marhadi, Georgios Alexandros Skrimpas
Abstract 231 | PDF Downloads 128 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2398
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Temporal Causal Diagrams for Diagnosing Failures in Cyber-Physical Systems

Nagabhushan Mahadevan, Abhishek Dubey, Gabor Karsai, Anurag Srivastava, Chen-Ching Liu
Abstract 317 | PDF Downloads 163 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2400
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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 234 | PDF Downloads 229 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2416
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Decentralized Approach for Fault Diagnosis of Three Cell Converters

Hanane Louajri, Moamar Sayed-Mouchaweh
Abstract 161 | PDF Downloads 117 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2417
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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 194 | PDF Downloads 163 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2418
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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 267 | PDF Downloads 149 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2419
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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 430 | PDF Downloads 177 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2420
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On the Use of Particle Flow to Enhance the Computational Performance of Particle-Filtering-based Prognostics

Javier A. Oliva, Torsten Bertram
Abstract 182 | PDF Downloads 112 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2421
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Efficient Dependency Computation for Dynamic Hybrid Bayesian Network in On-line System Health Management Applications

Chonlagarn Iamsumang, Ali Mosleh, Mohammad Modarres
Abstract 184 | PDF Downloads 132 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2422
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Prognostic Optimization of Phased Array Antenna for Self-Healing

David Allen
Abstract 238 | PDF Downloads 155 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2423
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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 211 | PDF Downloads 131 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2424
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Uncertainty in Steady-State Diagnostics of a Current-Pressure Transducer: How Confident are We in Diagnosing Faults?

Shankar Sankararaman, Christopher Teubert, Kai Goebel
Abstract 431 | PDF Downloads 150 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2432
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Equipment Health Monitoring with Non-Parametric Statistics for Online Early Detection and Scoring of Degradation

Maizura Mokhtar, Joseph C. Edge, Andrew R. Mills
Abstract 214 | PDF Downloads 121 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2433
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A Generalized Machine Fault Detection Method Using Unified Change Detection

Wenyi Wang, David Forrester, Peter Frith
Abstract 131 | PDF Downloads 133 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2434
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Evolving Fuzzy Classifier based on Clustering Algorithm and Drift Detection for Fault Diagnosis Applications

Maurilio Inacio, Andre Lemos, Walmir Caminhas
Abstract 113 | PDF Downloads 103 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2435
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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 196 | PDF Downloads 224 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2436
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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 191 | PDF Downloads 177 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2440
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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 18943 | PDF Downloads 1441 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2441
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A Reference Stack for PHM Architectures

Charles Crabb
Abstract 155 | PDF Downloads 275 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2442
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Managing Fleet Wide Sensory Data: Lessons Learned in Dealing with Volume, Velocity, Variety, Veracity, Value and Visibility

Preston Johnson
Abstract 414 | PDF Downloads 250 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2443
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Fault Diagnosis and Prognosis Based on Lebesgue Sampling

Bin Zhang, Xiaofeng Wang
Abstract 139 | PDF Downloads 112 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2444
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Fault Detection and Severity Analysis of Servo Valves Using Recurrence Quantification Analysis

M. Samadani, C. A. Kitio Kwuimy, C. Nataraj
Abstract 357 | PDF Downloads 192 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2488
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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 430 | PDF Downloads 245 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2489
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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 2912 | PDF Downloads 1212 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2490
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Application of Unscented Kalman Filter for Condition Monitoring of an Organic Rankine Cycle Turbogenerator

Leonardo Pierobon, Rune Schlanbusch, Rambabu Kandepu, Fredrik Haglind
Abstract 579 | PDF Downloads 166 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2491
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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 291 | PDF Downloads 188 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2492
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A Novel Human-Machine Interface Framework for Improved System Performance and Conflict Resolution

Jiaming Li, George Vachtsevanos
Abstract 309 | PDF Downloads 139 PDF2 Downloads 97 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2493
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Analysis Quality Index - What confidence do you have in your risk analysis?

Leila Salhi, Jacek Stecki, Chris Stecki
Abstract 130 | PDF Downloads 121 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2494
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Challenges in Concrete Structures Health Monitoring

Sankaran Mahadevan, Douglas Adams, David Kosson
Abstract 258 | PDF Downloads 214 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2495
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Investigating Vibration Properties of a Planetary Gear Set with a Cracked Tooth in a Planet Gear

Xihui Liang , Ming J. Zuo
Abstract 143 | PDF Downloads 115 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2501
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Standards for Prognostics and Health Management (PHM) Techniques within Manufacturing Operations

Gregory W. Vogl, Brian A. Weiss , M. Alkan Donmez
Abstract 791 | PDF Downloads 538 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2503
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A Self-Aware Machine Platform in Manufacturing Shop Floor Utilizing MTConnect Data

Linxia Liao, Raj Minhas, Arvind Rangarajan, Tolga Kurtoglu, Johan de Kleer
Abstract 442 | PDF Downloads 190 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2506
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Fault Tolerant Control for Manufacturing Discrete Systems by Filter and Diagnoser Interactions

A. Philippot, P. Marangé, F. Gellot, J. F. Pétin, B. Riera
Abstract 121 | PDF Downloads 102 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2507
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A Novel Feature Extraction Method for Monitoring (Vehicular) Fuel Storage System Leaks

Fling Tseng , Imad H. Makki, Dimitar P. Filev, Ratna Babu Chinnam
Abstract 148 | PDF Downloads 122 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2508
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Review and Analysis of Algorithmic Approaches Developed for Prognostics on CMAPSS Dataset

Emmanuel Ramasso, Abhinav Saxena
Abstract 710 | PDF Downloads 360 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2512
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Enhanced Trajectory Based Similarity Prediction with Uncertainty Quantification

Jack Lam , Shankar Sankararaman, Bryan Stewart
Abstract 309 | PDF Downloads 194 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2513
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Survey of Condition Indicators for Condition Monitoring Systems

Junda Zhu, Tom Nostrand, Cody Spiegel, Brogan Morton
Abstract 1378 | PDF Downloads 887 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2514
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Estimation of Bogie Performance Criteria Through On-Board Condition Monitoring

Parham Shahidi, Dan Maraini, Brad Hopkins, Andrew Seidel
Abstract 243 | PDF Downloads 660 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2515
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Particle Filtering-Based System Degradation Prediction Applied to Jet Engines

Peng Wang , Robert X. Gao
Abstract 214 | PDF Downloads 161 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2516
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Building a Data-Driven Vital Sign Indicator for an Economically Optimized Component Replacement Policy

Hyung-il Ahn, Ying Tat Leung, Axel Hochstein
Abstract 123 | PDF Downloads 106 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2518
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Aircraft Hydraulic System Leakage Detection and Servicing Recommendations Method

Wlamir O. L. Vianna , João Pedro P. Malere
Abstract 293 | PDF Downloads 606 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2519
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Are Current Prognostic Performance Evaluation Practices Sufficient and Meaningful?

Shankar Sankararaman, Abhinav Saxena, Kai Goebel
Abstract 505 | PDF Downloads 161 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2520
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Poster Presentations

Cost-Benefit Analysis and Specification of Component-level PHM Systems in Aircrafts

Alexander Ka ̈hlert, Sebastian Giljohann, Uwe Klingauf
Abstract 8715 | PDF Downloads 1380 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2334
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A Framework for Model-Based Diagnostics and Prognostics of Switched-Mode Power Supplies

Honglei Li , Xuerong Ye, Cen Chen, George Vachtsevanos
Abstract 401 | PDF Downloads 149 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2335
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Anomaly Detection Techniques for the Condition Monitoring of Tidal Turbines

Grant S. Galloway, Victoria M. Catterson, Craig Love, Andrew Robb
Abstract 318 | PDF Downloads 250 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2336
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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 216 | PDF Downloads 133 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2337
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A PHM Approach to Additive Manufacturing Equipment Health Monitoring, Fault Diagnosis, and Quality Control

Jae Yoon, David He, Brandon Van Hecke
Abstract 58057 | PDF Downloads 8608 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2338
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Modeling Degradation Using Thermodynamic Entropy

Michael D. Bryant
Abstract 343 | PDF Downloads 239 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2339
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Electrochemical Impedance Spectroscopy for Coating Evaluation using a Micro Sensor

Nicholas Waters, Richard Connolly, Douglas Brown, Bernard Laskowski
Abstract 457 | PDF Downloads 575 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2340
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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 112 | PDF Downloads 114 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2341
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Eddy Currents Signatures Classification by Using Time Series: a System Modeling Approach

Blaise Gue ́pie ́, Mihaly Petreczky, Ste ́phane Lecoeuche
Abstract 134 | PDF Downloads 127 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2343
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Modeling Hydraulic Components for Automated FMEA of a Braking System

Peter Struss, Alessandro Fraracci
Abstract 172 | PDF Downloads 205 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2344
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Operation Condition Monitoring using Temporal Weighted Dempster-Shafer Theory

Xiaoyun Wang, Tingdi Zhao
Abstract 105 | PDF Downloads 135 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2345
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