Vol. 11 No. 1 (2019): Proceedings of the Annual Conference of the PHM Society 2019

Edited by:
N. Scott Clements

Published: 2019-09-23


Technical Papers

A Deep Learning-Based Method for Cutting Parameter Optimization for Band Saw Machine

Pin Li, Jianshe Feng, Feng Zhu, Hossein Davari, Liang-Yu Chen, Jay Lee
Abstract 241 | PDF Downloads 296 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.769

A Deployment of Prognostics to Optimize Aircraft Maintenance - A Literature Review

Jorben Pieter Sprong, Xiaoli Jiang, Henk Polinder
Abstract 406 | PDF Downloads 41659 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.776

A Diagnostic Framework for Wind Turbine Gearboxes Using Machine Learning

Sofia Koukoura, James Carroll, Alasdair McDonald
Abstract 192 | PDF Downloads 218 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.881

A Hybrid Qualitative and Quantitative Diagnosis Approach

Ion Matei, Maksym Zhenirovskyy, Johan de Kleer, Alexander Feldman
Abstract 225 | PDF Downloads 210 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.839

A Novel Similarity-based Method for Remaining Useful Life Prediction Using Kernel Two Sample Test

Xiaodong Jia, Haoshu Cai, Yuanming Hsu, Wenzhe Li, Jianshe Feng, Jay Lee
Abstract 321 | PDF Downloads 305 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.788

A Prognostics Model to Predict Brake Rotor Thickness Variation

Hamed Kazemi, Xinyu Du, Samba Drame, Regan Dixon, Hossein Sadjadi
Abstract 246 | PDF Downloads 238 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.796

A Regularized Deep Clustering Method for Fault Trend Analysis

Yongzhi Qu, Yue Zhang, David He, Miao He, Dude Zhou
Abstract 206 | PDF Downloads 244 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.813

A Survey of Flight Anomaly Detection Methods: Challenges and Opportunities

Vivian Rowoli Igenewari, Zakwan Skaf, Ian K. Jennions
Abstract 366 | PDF Downloads 358 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.898

Adversarial Campaign Mitigation via ROC-Centric Prognostics

Javier Echauz, Keith Kenemer, Sarfaraz Hussein, Jay Dhaliwal, Saurabh Shintre, Slawomir Grzonkowski, Andrew Gardner
Abstract 167 | PDF Downloads 123 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.865

Agreement Behavior of Isolated Annotators for Maintenance Work-Order Data Mining

Emily Hastings, Thurston Sexton, Michael P. Brundage, Melinda Hodkiewicz
Abstract 161 | PDF Downloads 179 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.791

An Integrated model-based Approach for FMECA Development for Smart Manufacturing Applications

Sudipto Ghoshal, Somnath Deb, Deepak Haste, Andrew Hess, Feraidoon Zahiri, Gregory Sutton
Abstract 180 | PDF Downloads 544 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.899

Anomaly Detection and Diagnosis In Manufacturing Systems

Kalyani Zope, Kuldeep Singh, Sri Harsha Nistala, Arghya Basak, Pradeep Rathore, Venkataramana Runkana
Abstract 477 | PDF Downloads 469 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.815

Automatic Indexation of Turbofan Data to Identify Anomalous Behaviors

Jerome Lacaille, Cynthia Faure, Madalina Olteanu, Marie Cottrell
Abstract 175 | PDF Downloads 209 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.772

Automating Visual Inspection with Convolutional Neural Networks

Sreerupa Das, Christopher D Hollander, Suraiya Suliman
Abstract 192 | PDF Downloads 434 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.868

Categorization Errors for Data Entry in Maintenance Work-Orders

Thurston Sexton, Melinda Hodkiewicz, Michael P. Brundage
Abstract 159 | PDF Downloads 197 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.790

Chemometrics as a Tool to Gain Insight into Fiber Rope Aging from Infrared Images

Ellen Marie Nordgård-Hansen, Håkon Jarle Hassel, Rune Schlanbusch
Abstract 155 | PDF Downloads 111 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.598

Classification Based Diagnosis:

Ion Matei, Johan de Kleer, Alexander Feldman, Maksym Zhenirovskyy, Rahul Rai
Abstract 249 | PDF Downloads 263 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.840

Continuous Time Bayesian Networks in Prognosis and Health Management of Centrifugal Pumps

Tyler Forrester, Mark Harris, Jacob Senecal, John Sheppard
Abstract 226 | PDF Downloads 257 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.778

Data-driven Approach to Equipment Taxonomy Classification

Kittipong Saetia, Sarah Lukens, Erik Pijcke, Xiaohui Hu
Abstract 181 | PDF Downloads 351 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.818

Data-Driven Detection of Anomalies and Cascading Failures in Traffic Networks

Sanchita Basak, Afiya Ayman, Aron Laszka, Abhishek Dubey, Bruno Leao
Abstract 171 | PDF Downloads 184 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.861

Design and In-Water Testing of a Fault-Detection System for Unmanned Underwater Vehicle Actuators

Matt Kemp, Jon Erickson, Scott Jensen, Sotiria Lampoudi, Dr, Eric J. Martin
Abstract 187 | PDF Downloads 99 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.860

Development of Metrics for Resilience Quantification in Energy Systems

Fellipe Sartori da Silva, José Alexandre Matelli
Abstract 237 | PDF Downloads 223 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.822

Evaluation of 1D CNN Autoencoders for Lithium-ion Battery Condition Assessment Using Synthetic Data

Christopher J. Valant, Jay D. Wheaton, Michael G. Thurston, Sean P. McConky, Nenad G. Nenadic
Abstract 338 | PDF Downloads 402 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.876

Fault Detection of a Reusable Rocket Engine using Phase Plane Trajectory of Feature Vectors

Seiji Tsutsumi, Miki Hirabayashi, Daiwa Sato, Masaharu Abe, Kaname Kawatsu, Masaki Sato, Toshiya Kimura, Tomoyuki Hashimoto
Abstract 167 | PDF Downloads 109 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.771

Fault Identification and Isolation in Dynamic Systems Using Multiple Models

Olivia Maria Alves Coelho, Wlamir O. L. Vianna, Takashi Yoneyama
Abstract 182 | PDF Downloads 201 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.780

Health Index Generation Based on Compressed Sensing and Logistic Regression for Remaining Useful Life Prediction

Christian Knoebel, Daniel Strommenger, Johannes Reuter, Clemens Guehmann
Abstract 772 | PDF Downloads 230 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.867

Health Monitoring Framework for Aircraft Engine System using Deep Neural Network

Hyunseong Lee, Guoyi Li, Ashwin Rai, Aditi Chattopadhyay
Abstract 218 | PDF Downloads 265 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.869

MCATSS - End-To-End Mobile Cardiopulmonary Tolerance Score System

Shravan Aras, Anh Dao, Chris Gniady, Rinku Skaria, Zain Khalpey
Abstract 156 | PDF Downloads 109 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.768

Model-based On-board Decision Making for Autonomous Aircraft

Johann Martin Schumann, Nagabhushan Mahadevan, Michael Lowry, Gabor Karsai
Abstract 196 | PDF Downloads 337 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.857

Multivariate Bernoulli Logit-Normal Model for Failure Prediction

Huijuan Shao, Xinwei Deng, Chi Zhang, Shuai Zheng, Hamed Khorasgani, Ahmed Farahat, Chetan Gupta
Abstract 183 | PDF Downloads 164 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.879

Performance of Photovoltaic Modules After an Accelerated Thermal Cycling Degradation Test

Aramis Perez, Luis Gabriel Marin, Fernando Fuentes, Patricio Mendoza, Guillermo Jimenez, Marcos Orchard
Abstract 196 | PDF Downloads 186 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.856

Permanent Magnet Synchronous Motor Winding Fault Simulation and Diagnosis

Enhui Liu, Guangxing Niu, Shijie Tang, Bin Zhang, Jesse Williams, Rodney Martin, Craig Moore
Abstract 202 | PDF Downloads 245 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.886

Process Control Decision Inference, Monitoring, and Execution

Robert Matania, Jean-Marie Foret, Vicente Camarillo, Mark Walker
Abstract 147 | PDF Downloads 168 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.850

Prognostics As-A-Service: A Scalable Cloud Architecture for Prognostics

Jason Watkins, Christopher Teubert, John Ossenfort
Abstract 218 | PDF Downloads 564 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.835

Progress towards a Framework for Aerospace Vehicle Reasoning (FAVER)

Cordelia Mattuvarkuzhali Ezhilarasu, Zakwan Skaf, Ian K Jennions
Abstract 274 | PDF Downloads 209 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.887

Real time Diagnostics and Prognostics of UAV Lithium-Polymer Batteries

Nick Eleftheroglou, Dimitrios Zarouchas, Theodoros Loutas, Sina Sharif Mansouri, George Georgoulas, Petros Karvelis, George Nikolakopoulos, Rinze Benedictus
Abstract 185 | PDF Downloads 266 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.785

Rolling Element Bearing Fault Diagnosis Based on Deep Belief Network and Principal Component Analysis

Guangxing Niu, Bin Zhang, Paul Ziehl, Frank Ferrese, Michael Golda
Abstract 293 | PDF Downloads 251 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.882

Studies to Predict Maintenance Time Duration and Important Factors From Maintenance Workorder Data

Madhusudanan Navinchandran, Michael E. Sharp, Michael P. Brundage, Thurston B. Sexton
Abstract 466 | PDF Downloads 135 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.792

Using Value Assessment to Drive PHM System Development in Early Design

Daniel Hulse, Christopher Hoyle, Kai Goebel, Irem Tumer
Abstract 199 | PDF Downloads 224 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.779

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