Conference 2017

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Conference 2017 Proceedings

ISBN: 978-1-936263-26-4,

St. Petersburg, Florida
October 2-5, 2017

(91 MB)

Oral: Full Papers

A Case for the Use of Data-driven Methods in Gas Turbine Prognostics
Márcia Lourenço Baptista, Cairo Lúcio Nascimento Junior, Helmut Prendinger, Elsa Maria Pires Henriques
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
A Comparison of Acoustic Emission and Vibration Measurements for Condition Monitoring of an Offshore Drilling Machine
Martin Hemmer, Tor I. Waag
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
A Comparison of Feature Selection and Feature Extraction Techniques for Condition Monitoring of a Hydraulic Actuator
Stephen Adams, Ryan Meekins, Peter Beling, Kevin Farinholt, Nathan Bown, Sherwood Polter, Qing Dong
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
A Compressed Sensing Feature Extraction Approach for Diagnostics and Prognostics in Electromagnetic Solenoids
Christian Knoebel, Hanna Wenzl, Johannes Reuter, Clemens Guehmann
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
A method for measuring the robustness of diagnostic models for predicting the break size in LOCA
Xiange Tian, Victor Becerra, Nils Bausch, Gopika Vinod, T. V. Santhosh
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
A New Application for Failure Prognostics – Reduction of Automotive Electronics Reliability Test Duration
Andre Kleyner, Arvind Vasan, Michael Pecht
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
A reliability-based prognostics framework for railway track management
Juan Chiachío-Ruano, Manuel Chiachío-Ruano, Darren Prescott, John Andrews
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  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 Perez, Marcos E. Orchard, Hugo F. Navarrete, Daniel A. Pola
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Actuator Fault Detection for Autonomous Underwater Vehicles Using Unsupervised Learning
Matt Kemp, Ben Raanan
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Adaptive training of vibration-based anomaly detector for wind turbine condition monitoring
Takanori Hasegawa, Jun Ogata, Masahiro Murakawa, Tetsunori Kobayashi, Tetsuji Ogawa
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  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
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
An Observer-based On-line Electrolytic Capacitor Health Monitoring System
Laurent Foube, Stefan Mollov
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Anomaly detection using Dynamical Linear Models and sequential testing on a marine engine system
Erik Vanem, Geir Olve Storvik
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Application of a Relative Humidity Sensor for Monitoring Water Vapor Concentration inside Enclosures
Brian Hatchell, Eric Gonzales, Anton Sinkov, Lorenzo Luzi, Azem Cakerri
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Bearing Health Condition Prediction Using Deep Belief Network
Guangquan Zhao, Xiaoyong Liu, Bin Zhang, Guohui Zhang, Guangxing Niu, Cong Hu
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Case Studies in using Consumer Analytics to drive PHM Strategy
Sameer Vittal, Mark Sporer
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Challenges and opportunities in applying vibration based condition monitoring in railways
Diego A. Tobon Mejia, Pierre Dersin, Gerard Tripot
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Combination of Data-driven Feature Selection Methods with Domain Knowledge for Diagnosis of Railway Vehicles
Bernhard Girstmair, Andreas Haigermoser, Justinian Rosca
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Condition Monitoring of a Reciprocating Compressor Using Wavelet Transformation and Support Vector Machines
Shawn Falzone, Jason R. Kolodziej
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Data driven modeling and estimation of accumulated damage in mining vehicles using on-board sensors
Erik Jakobsson, Erik Frisk, Robert Pettersson, Mattias Krysander
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Deep Feature Learning Network for Fault Detection and Isolation
Gabriel Michau, Thomas Palmé, Olga Fink
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Diagnosis and Prognosis of Fuel Injectors based on Control Adaptation
Azeem Sarwar, Chaitanya Sankavaram, Xiangxing Lu
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Diagnostics of machine tool linear axes via separation of geometric error sources
Gregory W. Vogl, Michael E. Sharp
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Dynamic Modeling of Maintenance Costs
George Ekladious, Xiaojun Zhao, Hala Mostafa, Ramona Georgescu
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Early Warnings for failing Train Axle Bearings based on Temperature
Margot F.E. Peters
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Effect of Ambient Temperature on Performance of Gas Turbine Engine
Yuan Liu, Avisekh Banerjee, Amar Kumar, Alka Srivastava, Nita Goel
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Energy Management of Electric Bicycles Given a Traveling Elevation Profile
Sebastián Seria, Vanessa Quintero, Pablo Espinoza, Aramis Perez, Francisco Jaramillo, Matías Benavides, Marcos Orchard
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Fast multiphase optimization for aircraft descent and approach trajectory
D.G. Luchinsky, D. Timucin, S.Schuet, J. Brenton, D. Smith, and J. Kaneshige
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Fault Detection and Prognosis of Time Series Data with Random Projection Filter Bank
Sepideh Pourazarm, Amir-massoud Farahmand, Daniel Nikovski
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Fault Detection By Segment Evaluation Based On Inferential Statistics For Asset Monitoring
Vepa Atamuradov, Kamal Medjaher, Benjamin Lamoureux, Pierre Dersin, Noureddine Zerhouni
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Feature Extraction for Bearing Prognostics using Correlation Coefficient Weight
Seokgoo Kim, Chaeyoung Lim, Joo-Ho Choi
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Fleet Knowledge for Prognostics and Health Management – Identifying Fleet Dimensions and Characteristics for the Categorization of Fleets
Carolin Wagner, Bernd Hellingrath
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  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
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Gear Fault Diagnostics Using Extended Phase Space Topology
T. Haj Mohamad, C. Nataraj
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
GPU Accelerated Prognostics
George E. Gorospe Jr., Matthew J. Daigle, Shankar Sankararaman, Chetan S. Kulkarni, Eley Ng
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Health-Informed Uncertainty Quantifications via Bayesian Filters with Markov Chain Monte Carlo Simulations for Fatigue Critical Rotorcraft Components
Michael Shiao, Anindya Ghoshal
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
HPPN-based Prognosis for Hybrid Systems
Pauline Ribot, Elodie Chanthery, Quentin Gaudel
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  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
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Impact Damage Classification for Wave Energy Converters
Ryan Meekins, Stephen Adams, Kevin Farinholt, Nathan Hipwell, Michael Desrosiers, Peter Beling
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Impact of Modulation Frequencies in the Lifetime of Power Semiconductor Modules for EV Applications
Quentin Gestes, Nicolas Degrenne
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Improvement of a Hydrogenerator Prognostic Model by using Partial Discharge Measurement Analysis
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Inferential framework for autonomous cryogenic loading operations
D.G. Luchinsky, M. Khasin, D. Timucin, J. Sass, J. Perroti, B. Brown
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Integration of prognostics at a system level: a Petri net approach
Manuel Chiachio, Juan Chiachio, Shankar Sankararaman, John Andrews
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Internet of Turbines: An Outlook on Smart Diagnostics
Gulnar Mehdi, Mikhail Roshchin, Thomas Runkler
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Leak detection in compressed air systems using unsupervised anomaly detection techniques
Antoine Desmet, Matthew Delore
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Lithium-ion Battery Remaining Useful Life Prediction with Long Short-term Memory Recurrent Neural Network
Yuefeng Liu, Guangquan Zhao, Xiyuan Peng, Cong Hu
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Low Computation Acoustic Emissions Structural Health Monitoring Through Analog Signal Pre-Processing
Rune Schlanbusch, Eric Bechhoefer, Thomas J. J. Meyer
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Low-complexity Behavioral Model for Predictive Maintenance of Railway Turnouts
Pegah Barkhordari, Roberto Galeazzi, Alejandro de Miguel Tejada, Ilmar F. Santos
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
PFsuper: Simulation-Based Prognostics to Monitor and Predict Sparse Time Series
Javier Echauz, Andrew Gardner, Ryan R. Curtin, Nikolaos Vasiloglou, George J. Vachtsevanos
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Preliminary results on condition monitoring of fiber ropes using automatic width and discrete length measurements
Shaun Falconer, Andreas Gromsrud, Espen Oland, Geir Grasmo
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Probabilistic Wavelet Method for Intelligent Prediction of Turbomachinery Damage
Xiaomo Jiang, Lijie Yu, Karen Miller
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Prognosis of Connector Disconnection Using a Canary-Based Approach
Xinyu Du, Atul Nagose, Aaron Bloom, Timothy Julson
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Prospective Architectures for Onboard vs Cloud-based Decision Making for Unmanned Aerial Systems
Shankar Sankararaman, Christopher Teubert
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Reducing the Impact of Test Bench Component on the Thrust Margin Measurement
Mohammed Meqqadmi, Pierre-Etienne Mosser, Thierry Brichler, Jérôme Lacaille
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Remaining Useful Life prediction method using an observer and statistical inference estimation methods
Toufik Aggab, Frédéric Kratz, Pascal Vrignat, Manuel Avila
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Small-Scale Wind Turbine Recurrence and Cost Modeling as a Function of Operational Covariates from Supervisory Control and Data Acquisition Systems
Michael S. Czahor, William Q. Meeker
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Spatio-temporal Probabilistic Modeling Based on Gaussian Mixture Models and Neural Gas Theory for Prediction of Criminal Activity
Francisco Jaramillo, Vanessa Quintero, Aramis Perez, Marcos Orchard
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Steps toward prognostics of faults in bearings
Eyal Madar, Gideon Kogan, Dmitri Gazizulin, Renata Klein, Jacob Bortman
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
The role of transactional data in prognostics and health management work processes
Sarah Lukens, Manjish Naik, Xiaohui Hu, Donald S. Doan, Shaddy Abado
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Towards Diagnosing Cascading Outages in Cyber Physical Energy Systems using Temporal Causal Models
Ajay Chhokra, Abhishek Dubey, Nagbhushan Mahadevan, Daniel Allen Balasubramanian, Gabor Karsai
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Trends in Research Techniques of Prognostics for Gas Turbines and Diesel Engines
Joseph T. Bernardo, Karl M. Reichard
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Unobtrusive Software and System Health Management with R2U2 on a parallel MIMD Coprocessor
Johann Schumann, Patrick Moosbrugger
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Unsupervised Deep Learning for Gear Health Monitoring
Tyler Cody, Stephen Adams, Peter A. Beling
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Use of Teaching-Learning Based Optimization for Filter Parameter Tuning in the Prognostics of a Quadrotor Battery
Leonardo R. Rodrigues, João P. P. Gomes, Vandilberto P. Pinto, Roberto K. H. Galvão
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  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
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
Wind Turbine Intelligent Gear Fault Identification
Sofia Koukoura, James Carroll, Alasdair McDonald
Annual Conference of the Prognostics and Health Management Society 2017
abstract  |  pdf
 
 
 

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