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 766 | PDF Downloads 369 | 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 929 | PDF Downloads 609 | 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 405 | PDF Downloads 309 | 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 498 | PDF Downloads 342 | 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 425 | PDF Downloads 443 | 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 506 | PDF Downloads 403 | 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 421 | PDF Downloads 463 | 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 716 | PDF Downloads 374 | 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 1778 | PDF Downloads 387 | 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 1009 | PDF Downloads 657 | 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 560 | PDF Downloads 359 | 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 527 | PDF Downloads 400 | 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 509 | PDF Downloads 315 | 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 1453 | PDF Downloads 643 | 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 512 | PDF Downloads 286 | 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 1088 | PDF Downloads 377 | 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 1473 | PDF Downloads 421 | 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 883 | PDF Downloads 339 | 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 1050 | PDF Downloads 392 | 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 547 | PDF Downloads 402 | 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 1002 | PDF Downloads 349 | 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 450 | PDF Downloads 313 | 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 1052 | PDF Downloads 494 | 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 533 | PDF Downloads 374 | 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 487 | PDF Downloads 302 | 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 667 | PDF Downloads 358 | 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 498 | PDF Downloads 348 | 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 413 | PDF Downloads 275 | 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 473 | PDF Downloads 317 | 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 639 | PDF Downloads 364 | 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 1091 | PDF Downloads 583 | 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 405 | PDF Downloads 269 | 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 437 | PDF Downloads 256 | 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 506 | PDF Downloads 348 | 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 486 | PDF Downloads 251 | 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 1455 | PDF Downloads 319 | 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 400 | PDF Downloads 227 | 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 331 | PDF Downloads 302 | 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 306 | PDF Downloads 240 | 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 450 | PDF Downloads 427 | 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 511 | PDF Downloads 358 | 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 19350 | PDF Downloads 1671 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2441
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A Reference Stack for PHM Architectures

Charles Crabb
Abstract 372 | PDF Downloads 468 | 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 691 | PDF Downloads 440 | 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 329 | PDF Downloads 264 | 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 770 | PDF Downloads 395 | 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 1128 | PDF Downloads 536 | 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 4734 | PDF Downloads 1818 | 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 933 | PDF Downloads 353 | 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 607 | PDF Downloads 367 | 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 825 | PDF Downloads 272 PDF2 Downloads 260 | 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 331 | PDF Downloads 235 | 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 666 | PDF Downloads 474 | 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 347 | PDF Downloads 245 | 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 1387 | PDF Downloads 862 | 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 1037 | PDF Downloads 387 | 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 313 | PDF Downloads 217 | 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 340 | PDF Downloads 311 | 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 1915 | PDF Downloads 696 | 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 545 | PDF Downloads 346 | 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 2257 | PDF Downloads 1352 | 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 491 | PDF Downloads 1042 | 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 453 | PDF Downloads 321 | 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 287 | PDF Downloads 237 | 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 545 | PDF Downloads 974 | 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 1627 | PDF Downloads 349 | 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 9016 | PDF Downloads 1583 | 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 981 | PDF Downloads 364 | 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 638 | PDF Downloads 440 | 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 487 | PDF Downloads 295 | 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 58902 | PDF Downloads 8878 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2338
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Modeling Degradation Using Thermodynamic Entropy

Michael D. Bryant
Abstract 936 | PDF Downloads 516 | 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 967 | PDF Downloads 1507 | 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 293 | PDF Downloads 256 | 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 331 | PDF Downloads 260 | 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 400 | PDF Downloads 482 | 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 280 | PDF Downloads 295 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2345
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