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 Comparative Study on Computation of Cumulative Distribution Function in Predicting Time of Failure of Engineering Systems

Gina Katherine Sierra Paez, Matthew Daigle, Kai Goebel
Abstract 1931 | PDF Downloads 826 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.846
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A Comprehensive Analysis of the Performance of Gear Fault Detection Algorithms

Eric Bechhoefer, Brent Butterworth
Abstract 1530 | PDF Downloads 861 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.823
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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 1114 | PDF Downloads 810 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.769
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A Deployment of Prognostics to Optimize Aircraft Maintenance - A Literature Review

Jorben Pieter Sprong, Xiaoli Jiang, Henk Polinder
Abstract 2572 | PDF Downloads 389692 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.776
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A Diagnostic Framework for Wind Turbine Gearboxes Using Machine Learning

Sofia Koukoura, James Carroll, Alasdair McDonald
Abstract 699 | PDF Downloads 769 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.881
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A Hybrid PSO-SVM Based Method for Degradation Process Prediction of Reciprocating Seal

Madhumitha Ramachandran, Jon Keegan, Zahed Siddique
Abstract 666 | PDF Downloads 1348 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.852
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A Hybrid Qualitative and Quantitative Diagnosis Approach

Ion Matei, Maksym Zhenirovskyy, Johan de Kleer, Alexander Feldman
Abstract 901 | PDF Downloads 613 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.839
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A Methodology for the Experimental Validation of an Aircraft ECS Digital Twin Targeting System Level Diagnostics

Shafayat Hasan Chowdhury, Fakhre Ali, Ian K. Jennions
Abstract 15243 | PDF Downloads 8646 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.888
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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 1273 | PDF Downloads 711 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.788
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A Prognostics Framework for Power Semiconductor IGBT Modules through Monitoring of the On-State Voltage

Nicolas Degrenne, Chihiro Kawahara, Stefan Mollov
Abstract 657 | PDF Downloads 725 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.829
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A Prognostics Model to Predict Brake Rotor Thickness Variation

Hamed Kazemi, Xinyu Du, Samba Drame, Regan Dixon, Hossein Sadjadi
Abstract 1282 | PDF Downloads 904 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.796
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A Regularized Deep Clustering Method for Fault Trend Analysis

Yongzhi Qu, Yue Zhang, David He, Miao He, Dude Zhou
Abstract 1005 | PDF Downloads 669 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.813
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A Simulation Engine for the Characterization of Capacity Degradation Processes in Lithium-ion Batteries Undergoing Heterogeneous Operating Conditions

Aramis Perez, Heraldo Rozas, Francisco Jaramillo, Vanessa Quintero, Marcos Orchard
Abstract 1128 | PDF Downloads 616 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.855
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A State-of-Health-Oriented Power Management Strategy for Multi-Source Electric Vehicles Considering Situation-Based Optimized Solutions in Real-Time

Ahmed Mohamed Ali, Bedatri Moulik, Nejra Beganovic, Dirk Söffker
Abstract 897 | PDF Downloads 493 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.783
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A Study on PHM Method Suitable for Motor-Driven Commercial Vehicle

Hong Suk Chang, Jong Chan Park
Abstract 655 | PDF Downloads 966 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.828
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A Survey of Flight Anomaly Detection Methods: Challenges and Opportunities

Vivian Rowoli Igenewari, Zakwan Skaf, Ian K. Jennions
Abstract 1933 | PDF Downloads 1146 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.898
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Accurate Estimation of Battery SOH and RUL Based on a Progressive LSTM with a Time Compensated Entropy Index

Taejun Bak, Sukhan Lee
Abstract 1033 | PDF Downloads 3702 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.833
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Adaptive Machine Learning Approach for Fault Prognostics based on Normal Conditions - Application to Shaft Bearings of Wind Turbine

Koceila Abid, Moamar Sayed-Mouchaweh, Cornez Laurence
Abstract 871 | PDF Downloads 732 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.838
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Advanced Fault-tolerant Control Strategy of Wind Turbine Based on Squirrel Cage Induction Generator with Rotor Bar Defects

Boubakeur Roubah, Houari Toubakh, Moamar Sayed-Mouchaweh
Abstract 680 | PDF Downloads 587 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.841
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Adversarial Campaign Mitigation via ROC-Centric Prognostics

Javier Echauz, Keith Kenemer, Sarfaraz Hussein, Jay Dhaliwal, Saurabh Shintre, Slawomir Grzonkowski, Andrew Gardner
Abstract 564 | PDF Downloads 479 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.865
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Agreement Behavior of Isolated Annotators for Maintenance Work-Order Data Mining

Emily Hastings, Thurston Sexton, Michael P. Brundage, Melinda Hodkiewicz
Abstract 630 | PDF Downloads 576 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.791
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Aircraft Trajectory Prediction using LSTM Neural Network with Embedded Convolutional Layer

Yutian Pang, Nan Xu, Yongming Liu
Abstract 1774 | PDF Downloads 2524 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.849
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An Approach for Uncertainty Quantification And Management Of Unmanned Aerial Vehicle Health

Matteo Corbetta, Chetan S. Kulkarni
Abstract 756 | PDF Downloads 602 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.847
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An Evaluation of Empirical Approach for Gearbox Diagnosis in the Construction Equipment

Keon Kim
Abstract 679 | PDF Downloads 628 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.830
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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 699 | PDF Downloads 1999 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.899
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Anomaly Detection and Diagnosis In Manufacturing Systems

Kalyani Zope, Kuldeep Singh, Sri Harsha Nistala, Arghya Basak, Pradeep Rathore, Venkataramana Runkana
Abstract 1465 | PDF Downloads 2265 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.815
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Automatic Indexation of Turbofan Data to Identify Anomalous Behaviors

Jerome Lacaille, Cynthia Faure, Madalina Olteanu, Marie Cottrell
Abstract 747 | PDF Downloads 557 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.772
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Automating Visual Inspection with Convolutional Neural Networks

Sreerupa Das, Christopher D Hollander, Suraiya Suliman
Abstract 700 | PDF Downloads 1449 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.868
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Bearing Condition Monitoring based on the Indicator Generated in Time-frequency Domain

Teng Wang, Mr., Zheng Liu, Guoliang Lu, Dr.
Abstract 651 | PDF Downloads 557 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.765
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Best Practices Framework for Improving Maintenance Data Quality to Enable Asset Performance Analytics

Sarah Lukens, Manjish Naik, Kittipong Saetia, Xiaohui Hu
Abstract 1575 | PDF Downloads 1620 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.836
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Categorization Errors for Data Entry in Maintenance Work-Orders

Thurston Sexton, Melinda Hodkiewicz, Michael P. Brundage
Abstract 638 | PDF Downloads 748 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.790
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Chemometrics as a Tool to Gain Insight into Fiber Rope Aging from Infrared Images

Ellen Marie Nordgård-Hansen, Håkon Jarle Hassel, Rune Schlanbusch
Abstract 750 | PDF Downloads 502 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.598
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Classification Based Diagnosis:

Ion Matei, Johan de Kleer, Alexander Feldman, Maksym Zhenirovskyy, Rahul Rai
Abstract 908 | PDF Downloads 642 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.840
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Computation Method of Gear Dynamic Response Using Experimental Strain Data and Application in Pitting Fault Analysis

Yongzhi Qu, Haoliang Zhang, Zechao Wang, Zude Zhou
Abstract 620 | PDF Downloads 503 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.810
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Continuous Time Bayesian Networks in Prognosis and Health Management of Centrifugal Pumps

Tyler Forrester, Mark Harris, Jacob Senecal, John Sheppard
Abstract 638 | PDF Downloads 680 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.778
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Data-driven Approach to Equipment Taxonomy Classification

Kittipong Saetia, Sarah Lukens, Erik Pijcke, Xiaohui Hu
Abstract 809 | PDF Downloads 4064 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.818
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Data-Driven Detection of Anomalies and Cascading Failures in Traffic Networks

Sanchita Basak, Afiya Ayman, Aron Laszka, Abhishek Dubey, Bruno Leao
Abstract 739 | PDF Downloads 648 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.861
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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 622 | PDF Downloads 484 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.860
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Development of Metrics for Resilience Quantification in Energy Systems

Fellipe Sartori da Silva, José Alexandre Matelli
Abstract 609 | PDF Downloads 625 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.822
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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 892 | PDF Downloads 2040 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.876
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Experimental Results of Acoustic Emission Attenuation Due toWave Propagation in Composites

Sebastian Felix Wirtz, Stefan Bach, Dirk Söffker
Abstract 956 | PDF Downloads 594 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.821
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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 597 | PDF Downloads 547 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.771
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Fault Identification and Isolation in Dynamic Systems Using Multiple Models

Olivia Maria Alves Coelho, Wlamir O. L. Vianna, Takashi Yoneyama
Abstract 910 | PDF Downloads 538 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.780
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Health Index Generation Based on Compressed Sensing and Logistic Regression for Remaining Useful Life Prediction

Christian Knoebel, Daniel Strommenger, Johannes Reuter, Clemens Guehmann
Abstract 2038 | PDF Downloads 693 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.867
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Health Monitoring Framework for Aircraft Engine System using Deep Neural Network

Hyunseong Lee, Guoyi Li, Ashwin Rai, Aditi Chattopadhyay
Abstract 1648 | PDF Downloads 736 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.869
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Improved Fault Detection and Isolation of Small Faults using Multiple Residual Generators and Complex Detection Hypotheses: Case Study of an Electro-Hydraulic Aerospace Actuator

Desham Mitra, Pulak Halder, Siddhartha Mukhopadhyay
Abstract 1035 | PDF Downloads 631 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.848
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Inter-Turn Short-Circuit Failure of PMSM Indicator based on Kalman Filtering in Operational Behavior

Badr Mansouri, Hicham Janati Idrissi, Audrey Venon
Abstract 692 | PDF Downloads 1245 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.831
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Introducing AnomDB: An Unsupervised Anomaly Detection Method for CNC Machine Control Data

Lou Zhang, Sarah Elghazoly, Brock Tweedie
Abstract 940 | PDF Downloads 1374 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.806
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Isolation and Localization of Unknown Faults Using Neural Network-Based Residuals

Daniel Jung
Abstract 570 | PDF Downloads 580 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.819
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Isolation-based feature Selection for Unsupervised Outlier Detection

Qibo Yang, Jaskaran Singh, Jay Lee
Abstract 1075 | PDF Downloads 1800 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.824
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Kinematic Frequencies of Rotating Equipment Identified with Sparse Coding and Dictionary Learning

Sergio Martin-del-Campo, Fredrik Sandin, Stephan Schnabel
Abstract 724 | PDF Downloads 860 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.837
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Lifetime Model Development for Integration in Power Management of HEVs By Terms of Minimizing Fuel Consumption and Battery Degradation

Nejra Beganovic, Bedatri Moulik, Ahmed Mohamed Ali, Dirk S¨offker
Abstract 4097 | PDF Downloads 608 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.784
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MCATSS - End-To-End Mobile Cardiopulmonary Tolerance Score System

Shravan Aras, Anh Dao, Chris Gniady, Rinku Skaria, Zain Khalpey
Abstract 506 | PDF Downloads 421 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.768
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Model-based On-board Decision Making for Autonomous Aircraft

Johann Martin Schumann, Nagabhushan Mahadevan, Michael Lowry, Gabor Karsai
Abstract 1197 | PDF Downloads 918 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.857
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Multivariate Bernoulli Logit-Normal Model for Failure Prediction

Huijuan Shao, Xinwei Deng, Chi Zhang, Shuai Zheng, Hamed Khorasgani, Ahmed Farahat, Chetan Gupta
Abstract 690 | PDF Downloads 753 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.879
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Operating Condition-Invariant Neural Network-based Prognostics Methods applied on Turbofan Aircraft Engines

Gabriel Duarte Pasa, Ivo Paixão de Medeiros, Takashi Yoneyama
Abstract 1208 | PDF Downloads 1136 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.786
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Order Tracking Using Variational Mode Decomposition to Detect Gear Faults under Speed Fluctuations

Madhurjya Dev Choudhury, Liu Hong, Jaspreet Singh Dhupia
Abstract 636 | PDF Downloads 836 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.787
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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 1121 | PDF Downloads 629 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.856
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Permanent Magnet Synchronous Motor Winding Fault Simulation and Diagnosis

Enhui Liu, Guangxing Niu, Shijie Tang, Bin Zhang, Jesse Williams, Rodney Martin, Craig Moore
Abstract 1117 | PDF Downloads 1396 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.886
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Physics-Informed Neural Networks for Corrosion-Fatigue Prognosis

Arinan Dourado, Felipe A. C. Viana
Abstract 2064 | PDF Downloads 2602 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.814
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Probabilistic Aging Pipe Strength Estimation Using Multimodality Information Fusion

Jie Chen, Yongming Liu
Abstract 853 | PDF Downloads 591 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.817
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Probabilistic Health and Mission Readiness Assessment at System-Level

Leonardo Barbini, Michael Borth
Abstract 792 | PDF Downloads 536 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.777
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Probability of Detection (POD)-based Metric for Evaluation of Classifiers Used in Driving Behavior Prediction

Daniel Adofo Ameyaw, Qi Deng, Dirk Söffker
Abstract 817 | PDF Downloads 1028 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.774
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Process Control Decision Inference, Monitoring, and Execution

Robert Matania, Jean-Marie Foret, Vicente Camarillo, Mark Walker
Abstract 523 | PDF Downloads 664 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.850
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Process-Monitoring-for- Quality — A Model Selection Criterion for Shallow Neural Networks

Carlos A. Escobar, Ruben Morales-Menendez
Abstract 431 | PDF Downloads 729 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.816
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Prognostics As-A-Service: A Scalable Cloud Architecture for Prognostics

Jason Watkins, Christopher Teubert, John Ossenfort
Abstract 822 | PDF Downloads 5613 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.835
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Progress towards a Framework for Aerospace Vehicle Reasoning (FAVER)

Cordelia Mattuvarkuzhali Ezhilarasu, Zakwan Skaf, Ian K Jennions
Abstract 887 | PDF Downloads 6084 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.887
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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 680 | PDF Downloads 850 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.785
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Risk-Based Dynamic Anisotropic Operational Safety Bound for Rotary UAV Traffic Control

Jueming Hu, Heinz Erzberger, Kai Goebel, Yongming Liu
Abstract 1294 | PDF Downloads 659 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.812
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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 1167 | PDF Downloads 697 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.882
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Semi-supervised Constrained Hidden Markov Model Using Multiple Sensors for Remaining Useful Life Prediction and Optimal Predictive Maintenance

Xinyu Zhao, Yunyi Kang, Hao Yan, Feng Ju
Abstract 856 | PDF Downloads 621 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.851
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Spatio-temporal Anomaly Detection, Diagnostics, and Prediction of the Air-traffic Trajectory Deviation using the Convective Weather

Xinyu Zhao, Hao Yan, Jing Li, Yutian Pang, Yongming Liu
Abstract 1069 | PDF Downloads 583 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.854
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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 1245 | PDF Downloads 536 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.792
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The Anomaly Detection of 2.4L Diesel Engine Using One-Class SVM with Variational Autoencoder

Gyebong Jang, Sung-bae Cho
Abstract 715 | PDF Downloads 986 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.804
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Tooth Crack Severity Assessment in the Early Stage of Crack Propagation Using Gearbox Dynamic Model

Xingkai Yang, Ming J. Zuo, Zhigang (Will) Tian
Abstract 637 | PDF Downloads 492 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.801
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Towards an Enhanced Data- and Knowledge Management Capability: A Data Life Cycle Model Proposition for Integrated Vehicle Health Management

Alexslis Maindze, Zakwan Skaf, Ian Jennions
Abstract 820 | PDF Downloads 902 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.842
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Using Value Assessment to Drive PHM System Development in Early Design

Daniel Hulse, Christopher Hoyle, Kai Goebel, Irem Tumer
Abstract 1150 | PDF Downloads 662 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.779
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Wheel Bearing Fault Isolation and Prognosis Using Acoustic Based Approach

Jianshe Feng, Xinyu Du, Mutasim Salman
Abstract 988 | PDF Downloads 840 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.798
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Wind Turbine Main Bearing Fatigue Life Estimation with Physics-informed Neural Networks

Yigit Anil Yucesan, Felipe A. C. Viana
Abstract 1735 | PDF Downloads 1866 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.807
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Data Challenge Papers

A Fatigue Crack Length Estimation and Prediction using Trans-fitting with Support Vector Regression

Myeongbaek Youn, Yunhan Kim, Dongki Lee, Minki Cho
Abstract 860 | PDF Downloads 750 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.906
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A Hybrid Approach of Data-Driven and Physics-based Methods for Estimation and Prediction of Fatigue Crack Growth

Hyeon Bae Kong, Soo-Ho Jo, Joon Ha Jung, Jong M. Ha, Yong Chang Shin, Heonjun Yoon, Kyung Ho Sun, Yun-Ho Seo, Byung Chul Jeon
Abstract 928 | PDF Downloads 789 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.905
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Ensemble Linear Regression and Paris’ Law Based Methods for Structure Fatigue Crack Length Estimation and Prediction Using Ultrasonic Wave Data

Ming J. Zuo
Abstract 758 | PDF Downloads 727 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.904
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Doctoral Symposium Summaries

A Framework for Resilience Informed Decision Making in Early Design

Daniel Hulse
Abstract 604 | PDF Downloads 486 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.913
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A Framework to Interpret Deep Learning-Based Health Management System with Human Interactions

Michael H. Azarian, Namkyoung Lee, Michael G. Pecht
Abstract 662 | PDF Downloads 580 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.914
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A Physics Based Deep Learning Technique for Prognostics

Khaled Akkad
Abstract 732 | PDF Downloads 580 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.916
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Adapting Approximate Entropy as a Health Indicator of Rotating Machinery for Estimation of Remaining Useful Life

Cody Walker
Abstract 459 | PDF Downloads 533 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.910
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Deep Learning Enable Diagnostics and Prognostics of Machine Health Condition

Wo Jae Lee, John W. Sutherland
Abstract 641 | PDF Downloads 573 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.919
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Methodology of Adaptive Prognostics and Health Management Using Streaming Data in Big Data Environment

Jianshe Feng
Abstract 896 | PDF Downloads 517 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.912
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Multimodality Information Fusion for Aging Pipe Strength and Toughness Estimation Using Bayesian Networks

Yongming Liu, Jie Chen
Abstract 774 | PDF Downloads 633 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.917
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Novel Waveforms, Models, Algorithms for Cable Health Monitoring

Xuan Wang
Abstract 409 | PDF Downloads 444 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.911
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Probabilistic Risk Assessment and Mitigation for UAS Safety and Traffic Management

Jueming Hu
Abstract 443 | PDF Downloads 543 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.915
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Vibration-based Condition Monitoring of Industrial Drivetrains Operating under Non-stationary Conditions

Madhurjya Dev Choudhury
Abstract 401 | PDF Downloads 463 | DOI https://doi.org/10.36001/phmconf.2019.v11i1.918
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