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 60 | PDF Downloads 22 | 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 28 | PDF Downloads 27 | 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 29 | PDF Downloads 25 | 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 187 | PDF Downloads 110 | 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 72 | PDF Downloads 30 | 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 1764 | PDF Downloads 145 | 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 81 | PDF Downloads 64 | 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 62 | PDF Downloads 66 | 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 23 | PDF Downloads 46 | 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 36 | PDF Downloads 37 | 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 2881 | PDF Downloads 134 | 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 476 | PDF Downloads 180 | 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 81 | PDF Downloads 24 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2551

PHM Decision Support under Uncertainty

Murat Yasar, Teems E. Lovett
Abstract 19 | PDF Downloads 37 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2555

Case Study of a Faulted Planet Bearing

Eric Bechhoefer, Dave He
Abstract 66 | PDF Downloads 24 | 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 33 | PDF Downloads 24 | 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 18 | PDF Downloads 29 | 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 38 | PDF Downloads 25 | 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 105 | PDF Downloads 58 | 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 42 | PDF Downloads 38 | 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 27 | PDF Downloads 97 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2582

System-level Prognostics for the National Airspace

Matthew Daigle, Shankar Sankararaman, Indranil Roychoudhury
Abstract 98 | PDF Downloads 21 | 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 30 | PDF Downloads 20 | 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 21 | PDF Downloads 29 | DOI https://doi.org/10.36001/phmconf.2016.v8i1.2588