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 953 | PDF Downloads 435 | 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 1029 | PDF Downloads 717 | 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 478 | PDF Downloads 374 | 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 594 | PDF Downloads 442 | 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 519 | PDF Downloads 492 | 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 604 | PDF Downloads 466 | 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 521 | PDF Downloads 539 | 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 820 | PDF Downloads 445 | 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 2309 | PDF Downloads 464 | 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 1155 | PDF Downloads 765 | 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 636 | PDF Downloads 431 | 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 661 | PDF Downloads 494 | 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 591 | PDF Downloads 367 | 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 1790 | PDF Downloads 797 | 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 605 | PDF Downloads 356 | 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 1365 | PDF Downloads 458 | 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 1619 | PDF Downloads 533 | 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 1032 | PDF Downloads 417 | 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 1305 | PDF Downloads 473 | 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 677 | PDF Downloads 506 | 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 1193 | PDF Downloads 432 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2392
PDF

Towards Accreditation of Diagnostic Models for Improved Performance

Anuradha Kodali, Peter Robinson
Abstract 556 | PDF Downloads 399 | 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 1242 | PDF Downloads 598 | 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 645 | PDF Downloads 443 | 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 575 | PDF Downloads 396 | 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 821 | PDF Downloads 449 | 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 604 | PDF Downloads 417 | 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 516 | PDF Downloads 346 | 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 571 | PDF Downloads 383 | 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 812 | PDF Downloads 449 | 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 1295 | PDF Downloads 839 | 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 503 | PDF Downloads 321 | 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 526 | PDF Downloads 318 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2422
PDF

Prognostic Optimization of Phased Array Antenna for Self-Healing

David Allen
Abstract 631 | PDF Downloads 423 | 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 618 | PDF Downloads 335 | 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 1943 | PDF Downloads 396 | 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 487 | PDF Downloads 284 | 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 406 | PDF Downloads 373 | 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 375 | PDF Downloads 303 | 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 547 | PDF Downloads 557 | 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 612 | PDF Downloads 457 | 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 19528 | PDF Downloads 1825 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2441
PDF

A Reference Stack for PHM Architectures

Charles Crabb
Abstract 452 | PDF Downloads 564 | 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 764 | PDF Downloads 501 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2443
PDF

Fault Diagnosis and Prognosis Based on Lebesgue Sampling

Bin Zhang, Xiaofeng Wang
Abstract 424 | PDF Downloads 323 | 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 900 | PDF Downloads 473 | 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 1651 | PDF Downloads 666 | 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 5460 | PDF Downloads 2037 | 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 1047 | PDF Downloads 447 | 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 732 | PDF Downloads 433 | 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 1006 | PDF Downloads 348 PDF2 Downloads 321 | 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 406 | PDF Downloads 320 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2494
PDF

Challenges in Concrete Structures Health Monitoring

Sankaran Mahadevan, Douglas Adams, David Kosson
Abstract 773 | PDF Downloads 560 | 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 432 | PDF Downloads 314 | 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 1648 | PDF Downloads 961 | 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 1244 | PDF Downloads 486 | 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 413 | PDF Downloads 261 | 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 402 | PDF Downloads 378 | 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 2390 | PDF Downloads 833 | 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 675 | PDF Downloads 454 | 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 2576 | PDF Downloads 1542 | 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 578 | PDF Downloads 1329 | 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 550 | PDF Downloads 380 | 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 359 | PDF Downloads 284 | 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 670 | PDF Downloads 1254 | 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 2067 | PDF Downloads 429 | 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 9097 | PDF Downloads 1653 | 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 1222 | PDF Downloads 449 | 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 729 | PDF Downloads 517 | 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 585 | PDF Downloads 370 | 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 59166 | PDF Downloads 8970 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2338
PDF

Modeling Degradation Using Thermodynamic Entropy

Michael D. Bryant
Abstract 1209 | PDF Downloads 702 | 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 1295 | PDF Downloads 1939 | 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 372 | PDF Downloads 322 | 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 395 | PDF Downloads 330 | 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 495 | PDF Downloads 595 | 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 373 | PDF Downloads 357 | DOI https://doi.org/10.36001/phmconf.2014.v6i1.2345
PDF