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 850 | PDF Downloads 503 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2483
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A Comparison of Acoustic Emission and Vibration Measurements for Condition Monitoring of an Offshore Drilling Machine

Martin Hemmer, Tor I. Waag
Abstract 761 | PDF Downloads 1726 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2430
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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 905 | PDF Downloads 474 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2452
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A Compressed Sensing Feature Extraction Approach for Diagnostics and Prognostics in Electromagnetic Solenoids

Christian Knoebel, Hanna Wenzl, Johannes Reuter, Clemens Guehmann
Abstract 740 | PDF Downloads 443 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2385
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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 628 | PDF Downloads 485 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2186
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A New Application for Failure Prognostics – Reduction of Automotive Electronics Reliability Test Duration

Andre Kleyner, Arvind Vasan, Michael Pecht
Abstract 919 | PDF Downloads 1083 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2446
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A reliability-based prognostics framework for railway track management

Juan Chiachío, Manuel Chiachío, Darren Prescott, John Andrews
Abstract 771 | PDF Downloads 599 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2455
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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 1397 | PDF Downloads 485 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2472
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Actuator Fault-Detection for Autonomous Underwater Vehicles Using Unsupervised Learning

Matt Kemp, Ben Raanan
Abstract 794 | PDF Downloads 441 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2486
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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 841 | PDF Downloads 690 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2438
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An Observer-based On-line Electrolytic Capacitor Health Monitoring System

Laurent Foube, Stefan Mollov
Abstract 775 | PDF Downloads 441 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2477
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Anomaly Detection Using Dynamical Linear Models and Sequential Testing on a Marine Engine System

Erik Vanem, Geir Olve Storvik
Abstract 797 | PDF Downloads 513 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2397
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Application of a Relative Humidity Sensor for Monitoring Water Vapor Concentration inside Enclosures

Brian Hatchell, Eric Gonzales, Anton Sinkov, Lorenzo Luzi, Azem Cakerri
Abstract 721 | PDF Downloads 1135 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2188
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Bearing Health Condition Prediction Using Deep Belief Network

Guangquan Zhao, Xiaoyong Liu, Bin Zhang, Guohui Zhang, Guangxing Niu, Cong Hu
Abstract 1418 | PDF Downloads 408 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2484
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Case Studies in using Consumer Analytics with PHM Strategy

Sameer Vittal, Mark Sporer
Abstract 601 | PDF Downloads 560 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2450
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Challenges And Opportunities in Applying Vibration Based Condition Monitoring in Railways

Diego A. Tobon-Mejia, Pierre Dersin, Gerard Tripot
Abstract 794 | PDF Downloads 563 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2381
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Combination of Data-driven Feature Selection Methods with Domain Knowledge for Diagnosis of Railway Vehicles

Bernhard Girstmair, Andreas Haigermoser, Justinian Rosca
Abstract 689 | PDF Downloads 546 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2384
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Condition Monitoring of a Reciprocating Compressor Using Wavelet Transformation and Support Vector Machines

Shawn Falzone, Jason R. Kolodziej
Abstract 826 | PDF Downloads 1403 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2191
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Data driven modeling and estimation of accumulated damage in mining vehicles using on-board sensors

Erik Jakobsson, Erik Frisk, Robert Pettersson, Mattias Krysander
Abstract 906 | PDF Downloads 509 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2309
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Deep Feature Learning Network for Fault Detection and Isolation

Gabriel Michau, Thomas Palm´, Olga Fink
Abstract 1232 | PDF Downloads 778 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2380
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Diagnosis and Prognosis of Fuel Injectors based on Control Adaptation

Azeem Sarwar, Chaitanya Sankavaram, Xiangxing Lu
Abstract 731 | PDF Downloads 1276 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2469
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Diagnostics of machine tool linear axes via separation of geometric error sources

Gregory W. Vogl, Michael E. Sharp
Abstract 697 | PDF Downloads 425 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2485
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Dynamic Modeling of Maintenance Prices in the Aerospace Industry

George S. Eskander Ekladious, Xiaojun Zhao, Hala Mostafa, Ramona Georgescu
Abstract 545 | PDF Downloads 624 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2411
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Early Warnings for failing Train Axle Bearings based on Temperature

M.F.E. Peters
Abstract 608 | PDF Downloads 1293 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2451
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Effect of Ambient Temperature on Performance of Gas Turbine Engine

Yuan Liu, Avisekh Banerjee, Amar Kumar, Alka Srivastava, Nita Goel
Abstract 1133 | PDF Downloads 2091 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2471
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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 1363 | PDF Downloads 513 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2390
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Fast optimization for aircraft descent and approach trajectory

Dmitry G Luchinskiy, Stefan Schuet, J. Brenton, Dogan Timucin, David Smith, John Kaneshige
Abstract 736 | PDF Downloads 566 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2307
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Fault Detection and Prognosis of Time Series Data with Random Projection Filter Bank

Sepideh Pourazarm, Amir-massoud Farahmand, Daniel Nikovski
Abstract 1050 | PDF Downloads 458 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2426
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Fault Detection By Segment Evaluation Based On Inferential Statistics For Asset Monitoring

Vepa Atamuradov, Kamal Medjaher, Benjamin Lamoureux, Pierre Dersin, Noureddine Zerhouni
Abstract 1167 | PDF Downloads 428 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2193
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Feature Extraction for Bearing Prognostics using Correlation Coefficient Weight

Seokgoo Kim, Chaeyoung Lim, Joo-Ho Choi
Abstract 734 | PDF Downloads 616 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2456
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Fleet Knowledge for Prognostics and Health Management – Identifying Fleet Dimensions and Characteristics for the Categorization of Fleets

Carolin Wagner, Bernd Hellingrath
Abstract 808 | PDF Downloads 677 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2395
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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 816 | PDF Downloads 430 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2192
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Gear Fault Diagnostics Using Extended Phase Space Topology

T. Haj Mohamad, C. Nataraj
Abstract 691 | PDF Downloads 341 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2382
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GPU Accelerated Prognostics

George E. Gorospe Jr., Matthew J. Daigle, Shankar Sankararaman, Chetan S. Kulkarni, Eley Ng
Abstract 1268 | PDF Downloads 375 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2437
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Health-Informed Uncertainty Quantifications via Bayesian Filters with Markov Chain Monte Carlo Simulations for Fatigue Critical Rotorcraft Components

Michael Shiao, Anindya Ghoshal
Abstract 468 | PDF Downloads 319 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2448
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HPPN-based Prognosis for Hybrid Systems

Pauline Ribot, Elodie Chanthery, Quentin Gaudel
Abstract 668 | PDF Downloads 324 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2480
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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 989 | PDF Downloads 764 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2189
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Impact Damage Prediction for Wave Energy Converters

Ryan Meekins, Stephen Adams, Kevin Farinholt, Nathan Hipwell, Michael Desrosiers, Peter Beling
Abstract 859 | PDF Downloads 416 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2454
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Impact of Modulation Frequencies on the Lifetime of Power Semiconductor Modules for EV Applications

Quentin Gestes, Nicolas Degrenne
Abstract 654 | PDF Downloads 437 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2474
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Improvement of a Hydrogenerator Prognostic Model by using Partial Discharge Measurement Analysis

Mélanie Lévesque, Normand Amyot, Claude Hudon, Mario Bélec, Olivier Blancke
Abstract 674 | PDF Downloads 540 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2476
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Inferential framework for autonomous cryogenic loading operations

Dmitry G Luchinskiy, Michael Khasin, Dogan Timucin, Jarred Sass, Jose Perotti, Barbara Brown
Abstract 730 | PDF Downloads 501 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2306
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Integration of prognostics at a system level: a Petri net approach

Manuel Chiachío, Juan Chiachío, Shankar Sankararam, John Andrews
Abstract 733 | PDF Downloads 458 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2475
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Leak detection in compressed air systems using unsupervised anomaly detection techniques

Antoine Desmet, Matthew Delore
Abstract 1777 | PDF Downloads 1398 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2401
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Lithium-ion Battery Remaining Useful Life Prediction with Long Short-term Memory Recurrent Neural Network

Yuefeng Liu, Guangquan Zhao, Xiyuan Peng, Cong Hu
Abstract 1748 | PDF Downloads 1669 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2447
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Low Computation Acoustic Emissions Structural Health Monitoring Through Analog Signal Pre-Processing

Rune Schlanbusch, Eric Bechhoefer, Thomas J. J. Meyer
Abstract 1765 | PDF Downloads 492 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2308
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Low-complexity Behavioral Model for Predictive Maintenance of Railway Turnouts

Pegah Barkhordari, Roberto Galeazzi, Alejandro de Miguel Tejada, Ilmar F. Santos
Abstract 655 | PDF Downloads 353 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2399
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PFsuper: Simulation-Based Prognostics to Monitor and Predict Sparse Time Series

Javier Echauz, Andrew Gardner, Ryan R. Curtin, Nikolaos Vasiloglou, George Vachtsevanos
Abstract 1296 | PDF Downloads 360 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2481
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Preliminary Results on Condition Monitoring of Fiber Ropes using AutomaticWidth and Discrete Length Measurements

Shaun Falconer, Andreas Gromsrud, Espen Oland, Geir Grasmo
Abstract 549 | PDF Downloads 350 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2478
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Probabilistic Wavelet Method for Intelligent Prediction of Turbomachinery Damage

Xiaomo Jiang, Lijie Yu, Karen Miller
Abstract 792 | PDF Downloads 477 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2470
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Prognosis of Connector Disconnection Using a Canary-Based Approach

Xinyu Du, Atul Nagose, Aaron Bloom, Timothy Julson
Abstract 1057 | PDF Downloads 400 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2190
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Prospective Architectures for Onboard vs Cloud-based Decision Making for Unmanned Aerial Systems

Shankar Sankararaman, Christopher Teubert
Abstract 1347 | PDF Downloads 389 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2453
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Reducing the Impact of Test Bench Component on the Thrust Margin Measurement

Mohammed Meqqadmi, Pierre-Etienne Mosser, Thierry Brichler, Jérôme Lacaille
Abstract 2827 | PDF Downloads 498 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2439
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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 436 | PDF Downloads 317 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2482
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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 1412 | PDF Downloads 415 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2391
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Steps toward prognostics of faults in bearings

Eyal Madar, Gideon Kogan, Dmitri Gazizulin, Renata Klein, Jacob Bortman
Abstract 1173 | PDF Downloads 451 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2425
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The role of transactional data in prognostics and health management work processes

Sarah Lukens, Manjish Naik, Xiaohui Hu, Donald S. Doan, Shaddy Abado
Abstract 1800 | PDF Downloads 1059 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2473
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Towards Diagnosing Cascading Outages in Cyber Physical Energy Systems using Temporal Causal Models

Ajay Chhokra, Nagabhushan Mahadevan, Abhishek Dubey, Daniel Balasubramanian, Gabor Karsai
Abstract 736 | PDF Downloads 466 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2457
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Trends in Research Techniques of Prognostics for Gas Turbines and Diesel Engines

Joseph T. Bernardo, Karl M. Reichard
Abstract 474 | PDF Downloads 445 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2428
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Unobtrusive Software and System Health Management with R2U2 on a parallel MIMD Coprocessor

Johann Schumann, Patrick Moosbrugger
Abstract 766 | PDF Downloads 454 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2479
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Unsupervised Deep Learning for Gear Health Monitoring

Tyler Cody, Stephen Adams, Peter A. Beling
Abstract 749 | PDF Downloads 476 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2429
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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 1222 | PDF Downloads 839 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2449
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Wind Turbine Intelligent Gear Fault Identification

Sofia Koukoura, James Carroll, Alasdair McDonald
Abstract 612 | PDF Downloads 866 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2427
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