Vol. 8 No. 1 (2016): Proceedings of the Annual Conference of the PHM Society 2016

Published: 2016-10-03

Technical Papers

Failure Prognostics with Missing Data Using Extended Kalman Filter

Wlamir Olivares Loesch Vianna, Takashi Yoneyama
Abstract 76 | PDF Downloads 34 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2499

Quadrotor Actuator Fault Diagnosis with Real-Time Experimental Results

Remus C Avram, Xiaodong Zhang, Mohsen Khalili
Abstract 42 | PDF Downloads 41 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2504

A Computationally-Efficient Inverse Approach to Probabilistic Strain-Based Damage Diagnosis

James E. Warner, Jacob D. Hochhalter, William P. Leser, Patrick E. Leser, John A. Newman
Abstract 43 | PDF Downloads 32 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2509

Leakage Detection of Steam Boiler Tube in Thermal Power Plant Using Principal Component Analysis

Jungwon Yu, Jaeyel Jang, Jaeyeong Yoo, June Ho Park, Sungshin Kim
Abstract 246 | PDF Downloads 282 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2510

Probabilistic Prognosis of Non-Planar Fatigue Crack Growth

Patrick E. Leser, John A. Newman, James E. Warner, William P. Leser, Jacob D. Hochhalter, Fuh-Gwo Yuan
Abstract 95 | PDF Downloads 44 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2521

Engine Health Management in Safran Aircraft Engines

Guillaume Bastard, Jérome Lacaille, Josselin Coupard, Yacine Stouky
Abstract 2052 | PDF Downloads 281 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2523

Particle-Filtering-Based State-of-Health Estimation and End-of-Life Prognosis for Lithium-Ion Batteries at Operation Temperature

Daniel Pola, Felipe Guajardo, Esteban Jofré, Vanessa Quintero, Aramis Pérez, David Acuña, Marcos Orchard
Abstract 120 | PDF Downloads 93 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2538

A New Prognostics Approach for Bearing based on Entropy Decrease and Comparison with existing Methods

Seokgoo Kim, Sungho Park, Ju-Won Kim, Junghwa Han, Dawn An, Nam Ho Kim, Joo-Ho Choi
Abstract 107 | PDF Downloads 116 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2540

Failure Precursor Identification and Degradation Modeling for Insulated Gate Bipolar Transistors Subjected to Electrical Stress

Junmin Lee, Hyunseok Oh, Chan Hee Park, Byeng D. Youn, Deog Hyeon Kim, Byung Hwa Kim, Yong Un Cho
Abstract 37 | PDF Downloads 91 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2541

Inertial Measurement Unit for On-Machine Diagnostics of Machine Tool Linear Axes

Gregory W. Vogl, M. Alkan Donmez, Andreas Archenti, Brian A. Weiss
Abstract 62 | PDF Downloads 47 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2542

Deep Learning for Structural Health Monitoring: A Damage Characterization Application

Soumalya Sarkar, Kishore K. Reddy, Michael Giering, Michael Giering
Abstract 3111 | PDF Downloads 200 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2544

Anomaly Detection and Fault Disambiguation in Large Flight Data: A Multi-modal Deep Auto-encoder Approach

Kishore K. Reddy, Soumalya Sarkar, Vivek Venugopalan, Michael Giering
Abstract 691 | PDF Downloads 281 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2549

An Application of Data Driven Anomaly Identification to Spacecraft Telemetry Data

Gautam Biswas, Hamed Khorasgani, Gerald Stanje, Abhishek Dubey, Somnath Deb, Sudipto Ghoshal
Abstract 118 | PDF Downloads 35 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2551

PHM Decision Support under Uncertainty

Murat Yasar, Teems E. Lovett
Abstract 28 | PDF Downloads 42 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2555

Case Study of a Faulted Planet Bearing

Eric Bechhoefer, Dave He
Abstract 85 | PDF Downloads 27 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2567

A Modelling Ecosystem for Prognostics

Lachlan Astfalck, Melinda Hodkiewicz, Adrian Keating, Edward Cripps, Michael Pecht
Abstract 58 | PDF Downloads 38 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2568

Deriving Prognostic Continuous Time Bayesian Networks from Fault Trees

Logan Perreault, Monica Thornton, John W. Sheppard
Abstract 21 | PDF Downloads 35 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2572

Improved Time-Based Maintenance in Aeronautics with Regressive Support Vector Machines

Marcia Baptista, Ivo P. de Medeiros, Joao P. Malere, Helmut Prendinger, Cairo L. Nascimento Jr., Elsa Henriques
Abstract 68 | PDF Downloads 33 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2575

Prognostic Reasoner based Adaptive Power Management System for a More Electric Aircraft

Robin.K. Sebastian, Suresh Peripinayagam, Ian.K. Jennions, Alireza Alghassi
Abstract 128 | PDF Downloads 126 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2577

Condition Based Monitoring for a Hydraulic Actuator

Stephen Adams, Peter A. Beling, Kevin Farinholt, Nathan Brown, Sherwood Polter, Qing Dong
Abstract 67 | PDF Downloads 59 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2581

Deep Learning Based Diagnostics of Orbit Patterns in Rotating Machinery

Haedong Jeong, Sunhee Woo, Suhyun Kim, Seungtae Park, Heechang Kim, Seungchul Lee
Abstract 35 | PDF Downloads 151 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2582

System-level Prognostics for the National Airspace

Matthew Daigle, Shankar Sankararaman, Indranil Roychoudhury
Abstract 122 | PDF Downloads 26 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2583

Application of Multiple-imputation-particle-filter for Parameter Estimation of Visual Binary Stars with Incomplete Observations

Rubén M. Clavería, David Acuña, René A. Méndez, Jorge F. Silva, Marcos E. Orchard
Abstract 41 | PDF Downloads 21 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2585

Autonomous Operations System: Development and Application

Jaime A. Toro Medina, Kim N. Wilkins, Mark Walker, Gerald M. Stahl
Abstract 28 | PDF Downloads 38 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2588