Vol. 5 No. 1 (2013): Proceedings of the Annual Conference of the PHM Society 2013

Published: 2013-10-14

Technical Research Papers

A Particle Filtering-based Framework for Real-time Fault Diagnosis of Autonomous Vehicles

Ioannis A. Raptis, Christopher Sconyers, Rodney Martin, Robert Mah, Nikunj Oza, Dimitris Mavris, George J. Vachtsevanos
Abstract 278 | PDF Downloads 188 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2214
PDF

Maintenance Planning Optimization Based on PHM Information and Spare Parts Availability

Leonardo Ramos Rodrigues, Takashi Yoneyama
Abstract 2546 | PDF Downloads 795 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2215
PDF

Rotor Track and Balance Improvements

Eric Bechhoefer, Austin Fang, Ephrahim Garcia
Abstract 463 | PDF Downloads 407 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2216
PDF

Wireless Power and Data System for Integrated System Health Management of Systems Operating in the Harsh Environment of Deep Space

Jim Miller, Jon Patterson, Ray Garbos
Abstract 222 | PDF Downloads 257 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2217
PDF

Processing for Improved Spectral Analysis

Eric Bechhoefer, Brandon Van Hecke, David He
Abstract 1473 | PDF Downloads 811 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2220
PDF

Wear Prognostic on Turbofan Engines

Jérôme Lacaille, Aurélie Gouby, Olivier Piol
Abstract 209 | PDF Downloads 278 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2221
PDF

Electronic Returnless Fuel System Fault Diagnosis and Isolation: A Data-Driven Approach

Bharath Pattipati, Krishna Pattipati, Youssef A. Ghoneim, Mark Howell, Mutasim Salman
Abstract 266 | PDF Downloads 200 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2222
PDF

Accommodating Repair Actions into Gas Turbine Prognostics

Zakwan Skaf, Martha A Zaidan, Robert F Harrison, Andrew R Mills
Abstract 222 | PDF Downloads 151 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2223
PDF

System Level RUL Estimation for Multiple-Component Systems

João Paulo Pordeus Gomes, Leonardo Ramos Rodrigues, Roberto Kawakami Harrop Galvão, Takashi Yoneyama
Abstract 746 | PDF Downloads 239 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2224
PDF

A Stochastic Modeling Approach of Quantized Systems with Application to Fault Detection and Isolation of an Automotive Electrical Power Generation Storage System

Sara Mohon, Pierluigi Pisu
Abstract 196 | PDF Downloads 137 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2225
PDF

On Optimizing Anomaly Detection Rules for Gas Turbine Health Monitoring

Weizhong Yan, Lijie Yu, Jim Sherbahn, Umang Brahmakshatriya
Abstract 231 | PDF Downloads 149 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2226
PDF

Development of Virtual Sensor Networks to Support Accident Monitoring Systems

Rizwan Ahmed, Pak Sukyoung, Gyungyoung Heo, Jung-Taek Kim, Seop Hur, Soo Yong Park, Kwang-II Ahn
Abstract 193 | PDF Downloads 182 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2229
PDF

Modeling localized bearing faults using inverse Gaussian mixtures

Pavle Boškoski, Ðani Juričić
Abstract 195 | PDF Downloads 127 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2230
PDF

A Cryogenic Fluid System Simulation in Support of Integrated Systems Health Management

John P. Barber, Kyle B. Johnston, Matthew Daigle
Abstract 333 | PDF Downloads 190 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2231
PDF

Anomaly Detection in Gas Turbine Compressor of a Power Generation Plant using Similarity-based Modeling and Multivariate Analysis

Tomás Carricajo, Felipe Kripper, Marcos E. Orchard, Luis Yacher, Rodrigo Paredes
Abstract 296 | PDF Downloads 175 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2232
PDF

I/P Transducer Application of Model-Based Wear Detection and Estimation using Steady State Conditions

Christopher Teubert, Matthew Daigle
Abstract 360 | PDF Downloads 148 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2233
PDF

Probabilistic delamination diagnosis of composite materials using a novel Bayesian Imaging Method

Tishun Peng, Abhinav Saxena, Kai Goebel, Shankar Sankararaman, Yibing Xiang, Yongming Liu
Abstract 635 | PDF Downloads 156 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2234
PDF

Heat Exchanger Fouling and Estimation of Remaining Useful Life

Tutpol Ardsomang, J. Wesley Hines, Belle R. Upadhyaya
Abstract 645 | PDF Downloads 1878 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2773
PDF

Dynamic Bayesian Networks for Prognosis

Gregory Bartram, Sankaran Mahadevan
Abstract 271 | PDF Downloads 189 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2246
PDF

Fault Detection and Isolation for Autonomous Parafoils

Matthew R. Stoeckle, Amer Fejzic, Louis S. Breger, Jonathan P. How
Abstract 132 | PDF Downloads 118 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2248
PDF

Distribution Free Prediction Interval for Uncertainty Quantification in Remaining Useful Life Prediction

Huimin Chen
Abstract 178 | PDF Downloads 158 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2249
PDF

A Method for Anomaly Detection for Non-stationary Vibration Signatures

Renata Klein
Abstract 252 | PDF Downloads 264 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2250
PDF

Online Monitoring of Plant Assets in the Nuclear Industry

Vivek Agarwal, Nancy J. Lybeck, Binh T. Pham, Richard Rusaw, Randall Bickford
Abstract 269 | PDF Downloads 136 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2251
PDF

Electrochemistry-based Battery Modeling for Prognostics

Matthew Daigle, Chetan S. Kulkarni
Abstract 1971 | PDF Downloads 1007 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2252
PDF

Advanced Methods for Determining Prediction Uncertainty in Model-Based Prognostics with Application to Planetary Rovers

Matthew Daigle, Shankar Sankararaman
Abstract 503 | PDF Downloads 209 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2253
PDF

Improving the Diagnostic Performance for Dynamic Systems through the use of Conflict-Driven Model Decomposition

Anibal Bregon, Alexander Feldman, Belarmino Pulido, Gregory Provan, Carlos Alonso-Gonz ́alez
Abstract 310 | PDF Downloads 116 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2254
PDF

Efficient Generation of Minimal Dynamic Bayesian Networks for Hybrid Systems Fault Diagnosis using Hybrid Possible Conflicts

Belarmino Pulido, Noemi Moya, Carlos J. Alonso-Gonza ́lez, Anibal Bregon
Abstract 313 | PDF Downloads 102 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2255
PDF

Health Monitoring and Prognosis of Hybrid Systems

Said Zabi, Pauline Ribot, Elodie Chanthery
Abstract 184 | PDF Downloads 109 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2257
PDF

An Efficient Model-based Diagnosis Engine for Hybrid Systems using Structural Model Decomposition

Anibal Bregon, Sriram Narasimhan, Indranil Roychoudhury, Matthew Daigle, Belarmino Pulido
Abstract 371 | PDF Downloads 124 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2258
PDF

SIL/HIL Replication of Electric Aircraft Powertrain Dynamics and Inner-Loop Control for V&V of System Health Management Routines

Brian Bole, Christopher Teubert, Cuong Chi Quach, Edward Hogge, Sixto Vazquez, Kai Goebel, George Vachtsevanos
Abstract 805 | PDF Downloads 236 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2262
PDF

Why is the Remaining Useful Life Prediction Uncertain?

Shankar Sankararaman, Kai Goebel
Abstract 1114 | PDF Downloads 534 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2263
PDF

A Novel Computational Methodology for Uncertainty Quantification in Prognostics Using The Most Probable Point Concept

Shankar Sankararaman, Kai Goebel
Abstract 409 | PDF Downloads 168 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2264
PDF

An Energy-Based Prognostic Framework to Predict Fatigue Damage Evolution in Composites

Juan Chiach ́ıo, Manuel Chiach ́ıo, Abhinav Saxena, Guillermo Rus, Kai Goebel
Abstract 595 | PDF Downloads 202 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2273
PDF

Integrated Sensor Arrays based on PiezoPaintTM for SHM Applications

Karl Elkjaer, Konstantin Astafiev, Erling Ringgaard, Tomasz Zawada
Abstract 244 | PDF Downloads 187 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2274
PDF

Towards Real-time, On-board, Hardware-supported Sensor and Software Health Management for Unmanned Aerial Systems

Johann Schumann, Kristin Y. Rozier, Thomas Reinbacher, Ole J. Mengshoel, Timmy Mbaya, Corey Ippolito
Abstract 339 | PDF Downloads 129 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2275
PDF

Degredation Modeling and Remaining Useful Life Prediction of Electrolytic Capacitors under Thermal Overstress Condition Using Particle Filters

Hamed Khorasgani, Chetan Kulkarni, Gautam Biswas, Jose ́ R. Celaya, Kai Goebel
Abstract 520 | PDF Downloads 231 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2277
PDF

A Framework to Debug Diagnostic Matrices

Anuradha Kodali, Peter Robinson, Ann Patterson-Hine
Abstract 236 | PDF Downloads 119 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2278
PDF

Prognostic Algorithm Verification

N. Scott Clements , David S. Bodden
Abstract 216 | PDF Downloads 117 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2280
PDF

Uncertainty in Impact Identification Applied to a Commercial Wind Turbine Blade

Raymond M Bond, Douglas E Adams
Abstract 116 | PDF Downloads 102 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2281
PDF

A Model-Based Approach for Predicting the Remaining Driving Range in Electric Vehicles

Javier A. Oliva, Christoph Weihrauch, Torsten Bertram
Abstract 561 | PDF Downloads 433 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2282
PDF

A Modeling Framework for Prognostic Decision Making and its Application to UAV Mission Planning

Edward Balaban, Juan J. Alonso
Abstract 384 | PDF Downloads 250 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2294
PDF

Novelty detection in airport baggage conveyor gear-motors using Synchro-squeezing transform and Self-organizing maps

Budhaditya Hazra, Shilpa Pantula, Sriram Narasimhan
Abstract 220 | PDF Downloads 123 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2295
PDF

Lubricants Health Monitoring

Giovanni Jacazio, Marco Libraro, Andrea Mornacchi, Massimo Sorli
Abstract 4147 | PDF Downloads 196 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2296
PDF

Towards an Online Prognostic System for Predicting the Axial Shrinkage of AGR Cores

Graeme M. West, Christopher J. Wallace, Stephen D. J. McArthur
Abstract 146 | PDF Downloads 87 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2298
PDF

Physics-Based Prognostics for LCF Crack Nucleation Life of IMI 685 Aero-engine Compressor Disc

Avisekh Banerjee, Jun Zhao, Ashok K Koul, Amar Kumar, Alka Srivastava, Nita Goel
Abstract 264 | PDF Downloads 201 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2300
PDF

A New Prognostic Approach for Hydro-generator Stator Windings

Normand Amyot, Claude Hudon, Mélanie Lévesque, Mario Bélec, France Brabant, François-Xavier Frenette
Abstract 290 | PDF Downloads 271 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2301
PDF

Determination of Primary Chemical Constituents of PBX(AF)-108 Warhead Explosive Using microPHAZIRTM Near Infrared (NIR) Handheld Platform

Sami Daoud, Michal J. Villeburn, Kevin D. Bailey, Gordon Kinloch , Lydia Biegert, Craig Gardner
Abstract 239 | PDF Downloads 304 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2303
PDF

Battery Charge Depletion Prediction on an Electric Aircraft

Quach Cuong Chi, Brian Bole, Edward Hogge, Sixto Vazquez, Matthew Daigle, Jose ́ Celaya, Adam Weber, Kai Goebel
Abstract 656 | PDF Downloads 764 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2304
PDF

State of Charge Estimation of Lithium-ion Batteries Considering Model and Parameter Uncertainties

Zhimin Xi, Rong Jing, Xiao Guang Yang, Ed Decker
Abstract 130 | PDF Downloads 162 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2310
PDF

Fleet-wide Diagnostic and Prognostic Assessment

Alexandre Voisin, Gabriela Medina-Oliva , Maxime Monnin, Jean-Baptiste Leger, Benoit Iung
Abstract 181 | PDF Downloads 116 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2311
PDF

Prognostics Health Management for Advanced Small Modular Reactor Passive Components

Ryan M. Meyer, Pradeep Ramuhalli, Jamie B. Coble, Mark R. Mitchell, David W. Wootan, Evelyn H. Hirt, Eric J.Berglin, Leonard J. Bond, Chuck H. Henager
Abstract 224 | PDF Downloads 159 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2313
PDF

Detection of CH-53 swashplate bearing deformation - from a 3D dynamic model to diagnostics

Mor Battat, Gideon Kogan, Alex Kushnirsky, Renata Klein, Jacob Bortman
Abstract 219 | PDF Downloads 470 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2315
PDF

Multivariate Fault Detection using Vector Autoregressive Moving Average and Orthogonal Transformation in Residual Space

Francisco Serdio, Edwin Lughofer, Kurt Pichler, Thomas Buchegger, Markus Pichler, Hajrudin Efendic
Abstract 213 | PDF Downloads 157 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2316
PDF

Distilling the Verification Process for Prognostics Algorithms

Indranil Roychoudhury, Abhinav Saxena, Jose R. Celaya, Kai Goebel
Abstract 530 | PDF Downloads 191 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2318
PDF

Ensemble classifiers for drift detection and monitoring in dynamical environments

Imen Khamassi, Moamar Sayed-Mouchaweh, Moez Hammami, Khaled Ghédira
Abstract 229 | PDF Downloads 255 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2324
PDF

Performance Metrics in the Perspective of Prognosis Uncertainty

Bruno P. Lea ̃o , Takashi Yoneyama
Abstract 259 | PDF Downloads 116 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2326
PDF

Simple Metrics for Evaluating and Conveying Prognostic Model Performance To Users With Varied Backgrounds

Michael E. Sharp
Abstract 206 | PDF Downloads 196 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2317
PDF

Fault Monitoring Techniques for Nuclear Components

Gee-Yong Park, Jung Taek Kim
Abstract 109 | PDF Downloads 105 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2332
PDF

PHM for Astronauts – A New Application

Alexandre Popov, Wolfgang Fink, Andrew Hess
Abstract 399 | PDF Downloads 249 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2333
PDF

Poster Presentations

Signal Processing Techniques to Improve an Acoustic Emissions Sensor

Eric Bechhoefer, Yongzhi Qu, Junda Zhu, David He
Abstract 544 | PDF Downloads 677 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2174
PDF

Decision Layer by Fusion of Diagnostic Algorithms

Jérôme Lacaille, Tsirizo Rabenoro
Abstract 212 | PDF Downloads 102 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2175
PDF

Remaining Useful Life Prognostics for Lithium-ion Battery Based on Gaussian Processing Regression Combined with the Empirical Model

Shan Yin, Jingyue Pang, Datong Liu, Yu Peng
Abstract 314 | PDF Downloads 227 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2179
PDF

Particle Filter Prognostic Applied in Landing Gear Retraction

Paula Borges Olivio Cerdeira, Roberto Kawakami Harrop Galvão, João Pedro Pinheiro Malère
Abstract 187 | PDF Downloads 186 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2180
PDF

Filter Clogging Data Collection for Prognostics

O. F. Eker, F. Camci, I. K. Jennions
Abstract 339 | PDF Downloads 908 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2181
PDF

Bringing the Aircraft System Health Management Tool to Life Using the Informatica Tool Suite

Glenn Peters, Mark Mosher, Chris Carlson
Abstract 6789 | PDF Downloads 1231 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2182
PDF

Options for Prognostics Methods: A review of data-driven and physics- based prognostics

Dawn An, Nam Ho Kim, Joo-Ho Choi
Abstract 370 | PDF Downloads 2760 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2184
PDF

Experimental Tests of Wind Turbine Main Shaft Motion on a Laboratory Test Rig

Dirk Lutschinger, Ian Howard
Abstract 130 | PDF Downloads 243 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2185
PDF

Estimation of APU Failure Parameters Employing Linear Regression and Neural Networks

Renata M.Pascoal, Wlamir O.L.Vianna, João P.P.Gomes, Roberto K.H.Galvão
Abstract 195 | PDF Downloads 137 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2187
PDF

Web Based Prognostics and 24/7 Monitoring

Miryam Strautkalns, Peter Robinson
Abstract 170 | PDF Downloads 113 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2197
PDF

Analysis of data quality issues in real-world industrial data

Thomas Hubauer, Steffen Lamparter, Mikhail Roshchin, Nina Solomakhina , Stuart Watson
Abstract 936 | PDF Downloads 703 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2198
PDF

Learning Diagnoser and Supervision Pattern in Discrete Event System: Application to Crisis Management

Moussa Traore , Moamar Sayed-Mouchaweh, Patrice Billaudel
Abstract 318 | PDF Downloads 148 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2199
PDF

Predictive Modeling of High-Bypass Turbofan Engine Deterioration

Christina Brasco, Neil Eklund, Mohak Shah, Daniel Marthaler
Abstract 467 | PDF Downloads 221 | DOI https://doi.org/10.36001/phmconf.2013.v5i1.2200
PDF