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 218 | PDF Downloads 165 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2483

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 390 | PDF Downloads 166 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2452

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 151 | PDF Downloads 90 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2186

A reliability-based prognostics framework for railway track management

Juan Chiachío, Manuel Chiachío, Darren Prescott, John Andrews
Abstract 166 | PDF Downloads 170 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2455

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 299 | PDF Downloads 149 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2472

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

Brian Hatchell, Eric Gonzales, Anton Sinkov, Lorenzo Luzi, Azem Cakerri
Abstract 207 | PDF Downloads 303 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2188

Bearing Health Condition Prediction Using Deep Belief Network

Guangquan Zhao, Xiaoyong Liu, Bin Zhang, Guohui Zhang, Guangxing Niu, Cong Hu
Abstract 327 | PDF Downloads 88 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2484

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

Erik Jakobsson, Erik Frisk, Robert Pettersson, Mattias Krysander
Abstract 274 | PDF Downloads 155 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2309

Deep Feature Learning Network for Fault Detection and Isolation

Gabriel Michau, Thomas Palm´, Olga Fink
Abstract 445 | PDF Downloads 307 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2380

Diagnosis and Prognosis of Fuel Injectors based on Control Adaptation

Azeem Sarwar, Chaitanya Sankavaram, Xiangxing Lu
Abstract 197 | PDF Downloads 932 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2469

Dynamic Modeling of Maintenance Prices in the Aerospace Industry

George S. Eskander Ekladious, Xiaojun Zhao, Hala Mostafa, Ramona Georgescu
Abstract 76 | PDF Downloads 124 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2411

Effect of Ambient Temperature on Performance of Gas Turbine Engine

Yuan Liu, Avisekh Banerjee, Amar Kumar, Alka Srivastava, Nita Goel
Abstract 344 | PDF Downloads 1103 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2471

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 270 | PDF Downloads 127 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2390

Fast optimization for aircraft descent and approach trajectory

Dmitry G Luchinskiy, Stefan Schuet, J. Brenton, Dogan Timucin, David Smith, John Kaneshige
Abstract 157 | PDF Downloads 132 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2307

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

Sepideh Pourazarm, Amir-massoud Farahmand, Daniel Nikovski
Abstract 269 | PDF Downloads 185 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2426

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

Vepa Atamuradov, Kamal Medjaher, Benjamin Lamoureux, Pierre Dersin, Noureddine Zerhouni
Abstract 207 | PDF Downloads 85 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2193

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 200 | PDF Downloads 120 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2192

GPU Accelerated Prognostics

George E. Gorospe Jr., Matthew J. Daigle, Shankar Sankararaman, Chetan S. Kulkarni, Eley Ng
Abstract 259 | PDF Downloads 84 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2437

HPPN-based Prognosis for Hybrid Systems

Pauline Ribot, Elodie Chanthery, Quentin Gaudel
Abstract 173 | PDF Downloads 83 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2480

Impact Damage Prediction for Wave Energy Converters

Ryan Meekins, Stephen Adams, Kevin Farinholt, Nathan Hipwell, Michael Desrosiers, Peter Beling
Abstract 195 | PDF Downloads 109 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2454

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

Mélanie Lévesque, Normand Amyot, Claude Hudon, Mario Bélec, Olivier Blancke
Abstract 170 | PDF Downloads 176 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2476

Inferential framework for autonomous cryogenic loading operations

Dmitry G Luchinskiy, Michael Khasin, Dogan Timucin, Jarred Sass, Jose Perotti, Barbara Brown
Abstract 157 | PDF Downloads 131 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2306

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

Manuel Chiachío, Juan Chiachío, Shankar Sankararam, John Andrews
Abstract 220 | PDF Downloads 116 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2475

Low-complexity Behavioral Model for Predictive Maintenance of Railway Turnouts

Pegah Barkhordari, Roberto Galeazzi, Alejandro de Miguel Tejada, Ilmar F. Santos
Abstract 205 | PDF Downloads 103 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2399

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

Javier Echauz, Andrew Gardner, Ryan R. Curtin, Nikolaos Vasiloglou, George Vachtsevanos
Abstract 263 | PDF Downloads 82 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2481

Prognosis of Connector Disconnection Using a Canary-Based Approach

Xinyu Du, Atul Nagose, Aaron Bloom, Timothy Julson
Abstract 201 | PDF Downloads 110 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2190

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

Mohammed Meqqadmi, Pierre-Etienne Mosser, Thierry Brichler, Jérôme Lacaille
Abstract 166 | PDF Downloads 123 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2439

Steps toward prognostics of faults in bearings

Eyal Madar, Gideon Kogan, Dmitri Gazizulin, Renata Klein, Jacob Bortman
Abstract 187 | PDF Downloads 107 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2425

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

Sarah Lukens, Manjish Naik, Xiaohui Hu, Donald S. Doan, Shaddy Abado
Abstract 737 | PDF Downloads 525 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2473

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

Ajay Chhokra, Nagabhushan Mahadevan, Abhishek Dubey, Daniel Balasubramanian, Gabor Karsai
Abstract 165 | PDF Downloads 97 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2457

Unsupervised Deep Learning for Gear Health Monitoring

Tyler Cody, Stephen Adams, Peter A. Beling
Abstract 235 | PDF Downloads 127 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2429

Wind Turbine Intelligent Gear Fault Identification

Sofia Koukoura, James Carroll, Alasdair McDonald
Abstract 185 | PDF Downloads 514 | DOI https://doi.org/10.36001/phmconf.2017.v9i1.2427