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Vol. 9 No. 1 (2017): Proceedings of the Annual Conference of the PHM Society 2017
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
287 | PDF Downloads
224 |
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
225 | PDF Downloads
1026 |
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
431 | PDF Downloads
191 |
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
199 | PDF Downloads
115 |
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
191 | PDF Downloads
111 |
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
319 | PDF Downloads
457 |
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
210 | PDF Downloads
198 |
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
364 | PDF Downloads
173 |
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
304 | PDF Downloads
164 |
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
241 | PDF Downloads
231 |
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
266 | PDF Downloads
139 |
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
232 | PDF Downloads
153 |
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
253 | PDF Downloads
373 |
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
409 | PDF Downloads
113 |
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
212 | PDF Downloads
210 |
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
260 | PDF Downloads
197 |
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
219 | PDF Downloads
163 |
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
246 | PDF Downloads
739 |
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
327 | PDF Downloads
177 |
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
507 | PDF Downloads
346 |
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
239 | PDF Downloads
980 |
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
223 | PDF Downloads
138 |
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
108 | PDF Downloads
146 |
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
176 | PDF Downloads
406 |
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
422 | PDF Downloads
1417 |
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
355 | PDF Downloads
158 |
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
204 | PDF Downloads
160 |
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
325 | PDF Downloads
202 |
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
278 | PDF Downloads
110 |
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
228 | PDF Downloads
186 |
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
251 | PDF Downloads
223 |
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
250 | PDF Downloads
148 |
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
191 | PDF Downloads
94 |
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
329 | PDF Downloads
109 |
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
105 | PDF Downloads
95 |
DOI
https://doi.org/10.36001/phmconf.2017.v9i1.2448
PDF
HPPN-based Prognosis for Hybrid Systems
Pauline Ribot, Elodie Chanthery, Quentin Gaudel
Abstract
217 | PDF Downloads
101 |
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
397 | PDF Downloads
295 |
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
247 | PDF Downloads
136 |
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
192 | PDF Downloads
126 |
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
213 | PDF Downloads
198 |
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
197 | PDF Downloads
162 |
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
275 | PDF Downloads
140 |
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
718 | PDF Downloads
804 |
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
814 | PDF Downloads
801 |
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
418 | PDF Downloads
135 |
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
232 | PDF Downloads
119 |
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
351 | PDF Downloads
97 |
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
172 | PDF Downloads
112 |
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
232 | PDF Downloads
130 |
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
254 | PDF Downloads
123 |
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
309 | PDF Downloads
102 |
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
211 | PDF Downloads
139 |
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
124 | PDF Downloads
84 |
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
396 | PDF Downloads
123 |
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
232 | PDF Downloads
130 |
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
1138 | PDF Downloads
693 |
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
216 | PDF Downloads
120 |
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
140 | PDF Downloads
140 |
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
210 | PDF Downloads
147 |
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
276 | PDF Downloads
150 |
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
649 | PDF Downloads
349 |
DOI
https://doi.org/10.36001/phmconf.2017.v9i1.2449
PDF
Wind Turbine Intelligent Gear Fault Identification
Sofia Koukoura, James Carroll, Alasdair McDonald
Abstract
223 | PDF Downloads
530 |
DOI
https://doi.org/10.36001/phmconf.2017.v9i1.2427
PDF
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