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 Research 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 1243 | PDF Downloads 842 | 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 2632 | PDF Downloads 389755 | 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 741 | PDF Downloads 817 | 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 982 | PDF Downloads 658 | 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 1406 | PDF Downloads 755 | 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 1373 | PDF Downloads 951 | 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 1103 | PDF Downloads 711 | 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 1981 | PDF Downloads 1211 | 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 602 | PDF Downloads 501 | 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 685 | PDF Downloads 618 | 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 743 | PDF Downloads 2080 | 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 1545 | PDF Downloads 2403 | 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 848 | PDF Downloads 588 | 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 753 | PDF Downloads 1507 | 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 688 | PDF Downloads 793 | 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 805 | PDF Downloads 529 | 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 981 | PDF Downloads 670 | 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 674 | PDF Downloads 709 | 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 892 | PDF Downloads 4284 | 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 823 | PDF Downloads 681 | 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 655 | PDF Downloads 517 | 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 653 | PDF Downloads 658 | 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 954 | PDF Downloads 2074 | 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 643 | PDF Downloads 570 | 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 1013 | PDF Downloads 569 | 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 2100 | PDF Downloads 733 | 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 1709 | PDF Downloads 774 | 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 536 | PDF Downloads 436 | 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 1244 | PDF Downloads 968 | 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 771 | PDF Downloads 823 | 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 1255 | PDF Downloads 673 | 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 1209 | PDF Downloads 1441 | 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 576 | PDF Downloads 719 | 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 871 | PDF Downloads 5671 | 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 933 | PDF Downloads 6130 | 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 723 | PDF Downloads 889 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.785

Risk-Based Dynamic Anisotropic Operational Safety Bound for Rotary UAV Traffic Control

Jueming Hu, Heinz Erzberger, Kai Goebel, Yongming Liu
Abstract 1468 | PDF Downloads 700 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.812

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 1240 | PDF Downloads 743 | 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 1287 | PDF Downloads 562 | 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 1301 | PDF Downloads 717 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.779

Data Challenge Papers

Doctoral Symposium Summaries