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

Published: 2016-10-03

Technical Research Papers

Failure Prognostics with Missing Data Using Extended Kalman Filter

Wlamir Olivares Loesch Vianna, Takashi Yoneyama
Abstract 142 | PDF Downloads 56 | 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 101 | PDF Downloads 71 | 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 99 | PDF Downloads 51 | 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 307 | PDF Downloads 510 | 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 154 | PDF Downloads 66 | 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 2351 | PDF Downloads 456 | 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 300 | PDF Downloads 180 | 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 184 | PDF Downloads 154 | 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 83 | PDF Downloads 184 | 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 97 | PDF Downloads 65 | 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 3292 | PDF Downloads 302 | 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 976 | PDF Downloads 418 | 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 241 | PDF Downloads 63 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2551

PHM Decision Support under Uncertainty

Murat Yasar, Teems E. Lovett
Abstract 49 | PDF Downloads 62 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2555

Case Study of a Faulted Planet Bearing

Eric Bechhoefer, Dave He
Abstract 142 | PDF Downloads 41 | 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 99 | PDF Downloads 61 | 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 35 | PDF Downloads 49 | 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 117 | PDF Downloads 58 | 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 385 | PDF Downloads 199 | 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 138 | PDF Downloads 83 | 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 63 | PDF Downloads 243 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2582

System-level Prognostics for the National Airspace

Matthew Daigle, Shankar Sankararaman, Indranil Roychoudhury
Abstract 210 | PDF Downloads 42 | 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 108 | PDF Downloads 32 | 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 41 | PDF Downloads 57 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2588