Vol. 9 No. 1 (2017): Proceedings of the Annual Conference of the PHM Society 2017

Published: 2017-10-02

Technical Research Papers

A Case for the Use of Data-driven Methods in Gas Turbine Prognostics

Marcia Baptista, Cairo L. Nascimento Jr., Helmut Prendinger, Elsa Henriques
Abstract 443 | PDF Downloads 305 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2483
PDF

A Comparison of Acoustic Emission and Vibration Measurements for Condition Monitoring of an Offshore Drilling Machine

Martin Hemmer, Tor I. Waag
Abstract 365 | PDF Downloads 1287 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2430
PDF

A Comparison of Feature Selection and Feature Extraction Techniques for Condition Monitoring of a Hydraulic Actuator

Stephen Adams, Ryan Meekins, Peter A. Beling, Kevin Farinholt, Nathan Brown, Sherwood Polter, Qing Dong
Abstract 551 | PDF Downloads 287 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2452
PDF

A Compressed Sensing Feature Extraction Approach for Diagnostics and Prognostics in Electromagnetic Solenoids

Christian Knoebel, Hanna Wenzl, Johannes Reuter, Clemens Guehmann
Abstract 366 | PDF Downloads 240 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2385
PDF

A method for measuring the robustness of diagnostic models for predicting the break size during LOCA

Xiange Tian, Victor Becerra, Nils Bausch, Gopika Vinod, T.V. Santhosh
Abstract 317 | PDF Downloads 252 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2186
PDF

A New Application for Failure Prognostics – Reduction of Automotive Electronics Reliability Test Duration

Andre Kleyner, Arvind Vasan, Michael Pecht
Abstract 515 | PDF Downloads 651 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2446
PDF

A reliability-based prognostics framework for railway track management

Juan Chiachío, Manuel Chiachío, Darren Prescott, John Andrews
Abstract 355 | PDF Downloads 316 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2455
PDF

A Simulation Engine for Predicting State-of-Charge and State-of-Health in Lithium-Ion Battery Packs of Electric Vehicles

Pablo A. Espinoza, Aramis Pérez, Marcos E. Orchard, Hugo F. Navarrete, Daniel A. Pola
Abstract 620 | PDF Downloads 274 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2472
PDF

Actuator Fault-Detection for Autonomous Underwater Vehicles Using Unsupervised Learning

Matt Kemp, Ben Raanan
Abstract 441 | PDF Downloads 256 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2486
PDF

An improved model for remaining useful life prediction on capacity degradation and regeneration of lithium-ion battery

Li-Ming Deng, Yu-Cheng Hsu, Han-Xiong Li
Abstract 369 | PDF Downloads 370 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2438
PDF

An Observer-based On-line Electrolytic Capacitor Health Monitoring System

Laurent Foube, Stefan Mollov
Abstract 412 | PDF Downloads 239 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2477
PDF

Anomaly Detection Using Dynamical Linear Models and Sequential Testing on a Marine Engine System

Erik Vanem, Geir Olve Storvik
Abstract 397 | PDF Downloads 272 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2397
PDF

Application of a Relative Humidity Sensor for Monitoring Water Vapor Concentration inside Enclosures

Brian Hatchell, Eric Gonzales, Anton Sinkov, Lorenzo Luzi, Azem Cakerri
Abstract 393 | PDF Downloads 582 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2188
PDF

Bearing Health Condition Prediction Using Deep Belief Network

Guangquan Zhao, Xiaoyong Liu, Bin Zhang, Guohui Zhang, Guangxing Niu, Cong Hu
Abstract 717 | PDF Downloads 209 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2484
PDF

Case Studies in using Consumer Analytics with PHM Strategy

Sameer Vittal, Mark Sporer
Abstract 334 | PDF Downloads 313 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2450
PDF

Challenges And Opportunities in Applying Vibration Based Condition Monitoring in Railways

Diego A. Tobon-Mejia, Pierre Dersin, Gerard Tripot
Abstract 390 | PDF Downloads 306 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2381
PDF

Combination of Data-driven Feature Selection Methods with Domain Knowledge for Diagnosis of Railway Vehicles

Bernhard Girstmair, Andreas Haigermoser, Justinian Rosca
Abstract 384 | PDF Downloads 305 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2384
PDF

Condition Monitoring of a Reciprocating Compressor Using Wavelet Transformation and Support Vector Machines

Shawn Falzone, Jason R. Kolodziej
Abstract 405 | PDF Downloads 1057 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2191
PDF

Data driven modeling and estimation of accumulated damage in mining vehicles using on-board sensors

Erik Jakobsson, Erik Frisk, Robert Pettersson, Mattias Krysander
Abstract 502 | PDF Downloads 284 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2309
PDF

Deep Feature Learning Network for Fault Detection and Isolation

Gabriel Michau, Thomas Palm´, Olga Fink
Abstract 748 | PDF Downloads 485 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2380
PDF

Diagnosis and Prognosis of Fuel Injectors based on Control Adaptation

Azeem Sarwar, Chaitanya Sankavaram, Xiangxing Lu
Abstract 383 | PDF Downloads 1071 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2469
PDF

Diagnostics of machine tool linear axes via separation of geometric error sources

Gregory W. Vogl, Michael E. Sharp
Abstract 363 | PDF Downloads 223 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2485
PDF

Dynamic Modeling of Maintenance Prices in the Aerospace Industry

George S. Eskander Ekladious, Xiaojun Zhao, Hala Mostafa, Ramona Georgescu
Abstract 221 | PDF Downloads 264 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2411
PDF

Early Warnings for failing Train Axle Bearings based on Temperature

M.F.E. Peters
Abstract 298 | PDF Downloads 645 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2451
PDF

Effect of Ambient Temperature on Performance of Gas Turbine Engine

Yuan Liu, Avisekh Banerjee, Amar Kumar, Alka Srivastava, Nita Goel
Abstract 636 | PDF Downloads 1834 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2471
PDF

Energy Management of Electric Bicycles Given a Traveling Elevation Profile

Sebastián Seria, Vanessa Quintero, Pablo A. Espinoza, Aramis Pérez, Francisco Jaramillo, Matías Benavides, Marcos Orchard
Abstract 659 | PDF Downloads 281 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2390
PDF

Fast optimization for aircraft descent and approach trajectory

Dmitry G Luchinskiy, Stefan Schuet, J. Brenton, Dogan Timucin, David Smith, John Kaneshige
Abstract 341 | PDF Downloads 283 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2307
PDF

Fault Detection and Prognosis of Time Series Data with Random Projection Filter Bank

Sepideh Pourazarm, Amir-massoud Farahmand, Daniel Nikovski
Abstract 626 | PDF Downloads 291 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2426
PDF

Fault Detection By Segment Evaluation Based On Inferential Statistics For Asset Monitoring

Vepa Atamuradov, Kamal Medjaher, Benjamin Lamoureux, Pierre Dersin, Noureddine Zerhouni
Abstract 555 | PDF Downloads 215 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2193
PDF

Feature Extraction for Bearing Prognostics using Correlation Coefficient Weight

Seokgoo Kim, Chaeyoung Lim, Joo-Ho Choi
Abstract 376 | PDF Downloads 286 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2456
PDF

Fleet Knowledge for Prognostics and Health Management – Identifying Fleet Dimensions and Characteristics for the Categorization of Fleets

Carolin Wagner, Bernd Hellingrath
Abstract 386 | PDF Downloads 371 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2395
PDF

Flight Tests of a Remaining Flying Time Prediction System for Small Electric Aircraft in the Presence of Faults

Edward F. Hogge, Chetan S. Kulkarni, Sixto L. Vazquez, Kyle M. Smalling, Thomas H. Strom, Boyd L. Hill, Cuong C. Quach
Abstract 402 | PDF Downloads 241 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2192
PDF

Gear Fault Diagnostics Using Extended Phase Space Topology

T. Haj Mohamad, C. Nataraj
Abstract 319 | PDF Downloads 173 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2382
PDF

GPU Accelerated Prognostics

George E. Gorospe Jr., Matthew J. Daigle, Shankar Sankararaman, Chetan S. Kulkarni, Eley Ng
Abstract 595 | PDF Downloads 191 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2437
PDF

Health-Informed Uncertainty Quantifications via Bayesian Filters with Markov Chain Monte Carlo Simulations for Fatigue Critical Rotorcraft Components

Michael Shiao, Anindya Ghoshal
Abstract 200 | PDF Downloads 159 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2448
PDF

HPPN-based Prognosis for Hybrid Systems

Pauline Ribot, Elodie Chanthery, Quentin Gaudel
Abstract 377 | PDF Downloads 174 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2480
PDF

Identification of Industrial Robot Arm Work Cell Use Cases and a Test Bed to Promote Monitoring, Diagnostic, and Prognostic Technologies

Brian A. Weiss, Alexander Klinger
Abstract 587 | PDF Downloads 468 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2189
PDF

Impact Damage Prediction for Wave Energy Converters

Ryan Meekins, Stephen Adams, Kevin Farinholt, Nathan Hipwell, Michael Desrosiers, Peter Beling
Abstract 396 | PDF Downloads 223 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2454
PDF

Impact of Modulation Frequencies on the Lifetime of Power Semiconductor Modules for EV Applications

Quentin Gestes, Nicolas Degrenne
Abstract 332 | PDF Downloads 235 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2474
PDF

Improvement of a Hydrogenerator Prognostic Model by using Partial Discharge Measurement Analysis

Mélanie Lévesque, Normand Amyot, Claude Hudon, Mario Bélec, Olivier Blancke
Abstract 360 | PDF Downloads 318 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2476
PDF

Inferential framework for autonomous cryogenic loading operations

Dmitry G Luchinskiy, Michael Khasin, Dogan Timucin, Jarred Sass, Jose Perotti, Barbara Brown
Abstract 332 | PDF Downloads 258 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2306
PDF

Integration of prognostics at a system level: a Petri net approach

Manuel Chiachío, Juan Chiachío, Shankar Sankararam, John Andrews
Abstract 409 | PDF Downloads 243 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2475
PDF

Leak detection in compressed air systems using unsupervised anomaly detection techniques

Antoine Desmet, Matthew Delore
Abstract 1112 | PDF Downloads 1088 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2401
PDF

Lithium-ion Battery Remaining Useful Life Prediction with Long Short-term Memory Recurrent Neural Network

Yuefeng Liu, Guangquan Zhao, Xiyuan Peng, Cong Hu
Abstract 1061 | PDF Downloads 1054 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2447
PDF

Low Computation Acoustic Emissions Structural Health Monitoring Through Analog Signal Pre-Processing

Rune Schlanbusch, Eric Bechhoefer, Thomas J. J. Meyer
Abstract 785 | PDF Downloads 222 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2308
PDF

Low-complexity Behavioral Model for Predictive Maintenance of Railway Turnouts

Pegah Barkhordari, Roberto Galeazzi, Alejandro de Miguel Tejada, Ilmar F. Santos
Abstract 352 | PDF Downloads 185 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2399
PDF

PFsuper: Simulation-Based Prognostics to Monitor and Predict Sparse Time Series

Javier Echauz, Andrew Gardner, Ryan R. Curtin, Nikolaos Vasiloglou, George Vachtsevanos
Abstract 664 | PDF Downloads 178 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2481
PDF

Preliminary Results on Condition Monitoring of Fiber Ropes using AutomaticWidth and Discrete Length Measurements

Shaun Falconer, Andreas Gromsrud, Espen Oland, Geir Grasmo
Abstract 295 | PDF Downloads 186 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2478
PDF

Probabilistic Wavelet Method for Intelligent Prediction of Turbomachinery Damage

Xiaomo Jiang, Lijie Yu, Karen Miller
Abstract 391 | PDF Downloads 230 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2470
PDF

Prognosis of Connector Disconnection Using a Canary-Based Approach

Xinyu Du, Atul Nagose, Aaron Bloom, Timothy Julson
Abstract 512 | PDF Downloads 227 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2190
PDF

Prospective Architectures for Onboard vs Cloud-based Decision Making for Unmanned Aerial Systems

Shankar Sankararaman, Christopher Teubert
Abstract 604 | PDF Downloads 187 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2453
PDF

Reducing the Impact of Test Bench Component on the Thrust Margin Measurement

Mohammed Meqqadmi, Pierre-Etienne Mosser, Thierry Brichler, Jérôme Lacaille
Abstract 467 | PDF Downloads 237 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2439
PDF

Small-ScaleWind Turbine Recurrence and Cost Modeling as a Function of Operational Covariates from Supervisory Control and Data Acquisition Systems

Michael S. Czahor, William Q. Meeker
Abstract 210 | PDF Downloads 162 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2482
PDF

Spatio-temporal Probabilistic Modeling Based on Gaussian Mixture Models and Neural Gas Theory for Prediction of Criminal Activity

Francisco Jaramillo, Vanessa Quintero, Aramis Pérez, Marcos Orchard
Abstract 650 | PDF Downloads 214 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2391
PDF

Steps toward prognostics of faults in bearings

Eyal Madar, Gideon Kogan, Dmitri Gazizulin, Renata Klein, Jacob Bortman
Abstract 461 | PDF Downloads 227 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2425
PDF

The role of transactional data in prognostics and health management work processes

Sarah Lukens, Manjish Naik, Xiaohui Hu, Donald S. Doan, Shaddy Abado
Abstract 1353 | PDF Downloads 808 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2473
PDF

Towards Diagnosing Cascading Outages in Cyber Physical Energy Systems using Temporal Causal Models

Ajay Chhokra, Nagabhushan Mahadevan, Abhishek Dubey, Daniel Balasubramanian, Gabor Karsai
Abstract 382 | PDF Downloads 225 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2457
PDF

Trends in Research Techniques of Prognostics for Gas Turbines and Diesel Engines

Joseph T. Bernardo, Karl M. Reichard
Abstract 244 | PDF Downloads 248 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2428
PDF

Unobtrusive Software and System Health Management with R2U2 on a parallel MIMD Coprocessor

Johann Schumann, Patrick Moosbrugger
Abstract 370 | PDF Downloads 250 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2479
PDF

Unsupervised Deep Learning for Gear Health Monitoring

Tyler Cody, Stephen Adams, Peter A. Beling
Abstract 415 | PDF Downloads 249 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2429
PDF

Why autonomous assets are good for reliability – the impact of ‘operator-related component’ failures on heavy mobile equipment reliability

Melinda R. Hodkiewicz, Zac Batsioudis, Tyler Radomiljac, Mark T.W. Ho
Abstract 901 | PDF Downloads 515 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2449
PDF

Wind Turbine Intelligent Gear Fault Identification

Sofia Koukoura, James Carroll, Alasdair McDonald
Abstract 334 | PDF Downloads 645 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2427
PDF