Agenda

Agenda - Overview


The PHM Fundamentals Course takes place at same Hilton Venue on October 3rd and 4th.

Venue Map

Detailed Agenda

Please note that the links to the individual publications will be active on the first day of the conference.

Monday, September 29, 2014 — Doctoral Symposium, Panel Sessions, Cocktail Reception
Tuesday, September 30, 2014 — Opening Remarks, Luminary Sessions, Tutorials, Technical Paper Sessions, Invited Sessions, Cocktail Reception, Poster Session
Wednesday, October 1, 2014 — Tutorials, Technical Paper Sessions, HMOG Workshop, Panel Sessions, Social Hour, Banquet Dinner and Awards Ceremony
Thursday, October 2, 2014 — Panel Sessions, Technical Paper Sessions, Dialogues, Closing Remarks

Monday, September 29, 2014 Location
7h00–17h00 Conference Registration West Promenade
7h00–10h00 Doctoral Symposium Session 1
Dr. Jamie Coble, Dr. Nicholas Propes, Dr. Marcos Orchard, and Dr. Ian Jennions
Texas A & B
10h00–10h30 DS Only Break Texas A & B
10h30–12h00 Doctoral Symposium Session 2
Dr. Jamie Coble, Dr. Nicholas Propes, Dr. Marcos Orchard, and Dr. Ian Jennions
Texas A & B
12h00–13h30 DS Only Lunch Texas A & B
13h00–13h30 Conference Program Formal Commencement Crystal D
13h30–15h00 Panel Session 1 - Big Data and Analytics: From a CBM+ and Enterprise Perspective
Andy Hess
Crystal A
13h30–15h00 Doctoral Symposium Session 3
Dr. Jamie Coble, Dr. Nicholas Propes, Dr. Marcos Orchard, and Dr. Ian Jennions
Texas A & B
15h00–15h30 Networking Break Crystal C
15h30–17h00 Panel Session 2 - Rotary Wings HUMS Evolution
Pat Kalgren and Eric Bechhoefer
Crystal A
15h30–17h00 Doctoral Symposium Session 4
Dr. Jamie Coble, Dr. Nicholas Propes, Dr. Marcos Orchard, and Dr. Ian Jennions
Texas A & B
13h30–17h00 Technology Demo Setup Citizens B & C
17h00–19h00 Sponsored Cocktail Reception and Sponsor Table Mingling Crystal C&D
Tuesday, September 30, 2014 Location
7h00–17h00 Conference Registration West Promenade
7h00–8h00 Breakfast for Registrants Crystal D
7h00–8h00 Technology Demo Setup Citizens B & C
08h00–08h30 Opening Remarks
Crystal D
08h30–09h05 Luminaries Session 1 - Design for Safety
Dr. Nancy Leveson
Crystal D
09h05–09h40 Luminaries Session 2 - Better Predictions Through Betting: Designing Custom Futures Markets to turn Data into Decisions
Dr. Mark Boslough
Crystal D
09h40–10h00 Networking Break Crystal D Foyer
10h00–10h35 Luminaries Session 3 - Emerging Opportunities for Real-Time Computing in Data-Intensive Disciplines
Dr. Jeffrey Word
Crystal D
10h35–11h30 Luminaries Q&A Session
Crystal D
11h30–13h00 Symposium Lunch and Keynote Speech
Dr. Brian A Weiss
Crystal D
13h30–16h30 Scheduled Technology Demo Citizens B & C
13h00–14h30 Tutorial Session 1 - Diagnostics
Dr. Eric Bechhoefer
Crystal A
13h00–14h30 Invited Session 1 - Corrosion Monitoring, Sensing, Detection and Prediction
Dr. George Vachtsevanos
Crystal B
13h00–14h30 Session 1A: Prognostics Methods I
Session Chair: Marcos Orchard–University of Chile
Texas A
Estimation of Remaining Useful Life Based on Switching Kalman Filter Neural Network Ensemble
Pin Lim1, Chi Keong Goh2, Kay Chen Tan3, Partha Dutta4
1,2,4 Rolls Royce Singapore, Singapore
3 National University of Singapore, Singapore
A Thermodynamic Entropy Based Approach for Prognosis and Health Management
Anahita Imanian1, Mohammad Modarres2
1,2 University of Maryland, Department of Mechanics, Center for Risk and Reliability City, Maryland, 20742, USA
A Low Frequency Uni-variate Model for the Effective Diagnosis and Prognosis of Bearing Signals Based Upon High Frequency Data
Jamie L. Godwin1, Peter Matthews2
1,2 School of engineering and computing sciences, Science Laboratories, Durham University,Durham
13h00–14h30 Session 1B: Diagnostics Methods I
Session Chair: Matthew Daigle–NASA Ames
Texas B
Health Management and Diagnostics for Synthetic Aperture Radar (SAR) Payloads
Gregory Bower1, Jonathan Zook2, Ross Bird3
1,2,3 QorTek Inc., Williamsport, PA, 17701
Learning Diagnosis Based on Evolving Fuzzy Finite State Automaton
Moussa Traore1, Eric Châtelet2, Eddie Soulier3, Hossam A. Gabbar4
1,2,3 University of Technology of Troyes (UTT), Troyes, BP 2060, 10010, France
4 Faculty of Energy Systems and Nuclear Science, University of Ontario Institute of Technology
Health Monitoring of Hybrid Systems Using Hybrid Particle Petri Nets
Quentin Gaudel1, Elodie Chanthery2, Pauline Ribot3
1,2,3 CNRS, LAAS, 7 avenue du colonel Roche, F-31400 Toulouse, France
1,2 Univ de Toulouse, INSA, LAAS, F-31400 Toulouse, France
3 Univ de Toulouse, UPS, LAAS, F-31400 Toulouse, France
13h00–14h30 Session 1C: Prognostics Applications
Session Chair: Mike Roemer–Impact Tek
Texas C
Towards Performance Prognostics of a Launch Valve
Glenn Shevach1, Mark Blair2, James Hing3, Larry Venetsky4, Everard Martin5, John Wheelock6
1,2,3,4 Naval Air Warfare Center-Aircraft Division Code 4.8.1.4, Lakehurst, NJ, 08733, USA
5,6 Naval Air Warfare Center-Aircraft Division Code 4.8.2.1, Lakehurst, NJ, 08733, USA
Prognostic Modeling of Valve Degradation within Power Stations
M. J. McGhee1, G. Galloway2, V. M. Catterson3, B. Brown4, E. Harrison5
1,2,3 University of Strathclyde, Glasgow, United Kingdom
4,5 GSE Systems, Glasgow, United Kingdom
Validation of Model-Based Prognostics for Pneumatic Valves in a Demonstration Testbed
Chetan S. Kulkarni1, Matthew Daigle2, George Gorospe3, Kai Goebel4
1,3 SGT, Inc., NASA Ames Research Center, Moffett Field, CA, 94035, USA
2,4 NASA Ames Research Center, Moffett Field, CA, 94035, USA
14h30–15h00 Networking Break Crystal C
15h00–16h30 Tutorial Session 2 - PHM for Electronics
Patrick Kalgren
Crystal A
15h00–16h30 Invited Session 2 - Corrosion Monitoring, Sensing, Detection and Prediction
Dr. George Vachtsevanos
Crystal B
15h00–16h30 Session 2A: Prognostics Methods II
Session Chair: Jeff Bird–Magma
Texas A
Remaining Useful Life Prediction of Rolling Element Bearings Based On Health State Assessment
Zhiliang Liu1, Ming J. Zuo2, Longlong Zhang3
1,2,3 School of Mechanical, Electronic, and Industrial Engineering, University of Electronic Science and Technology of China
2 Department of Mechanical Engineering, University of Alberta, Edmonton, Canada, T6G2G8
Data-Driven Lead-Acid Battery Prognostics Using Random Survival Forests
Erik Frisk1, Mattias Krysander2, Emil Larsson3
1,2,3 Department of Electrical Engineering, Linköping University, Sweden
Applying Swarm Intelligence and Bayesian Inference for Wind Turbine SCADA-Based Condition Monitoring and Prognostics
Xiang Ye1, Lisa Osadciw2
1 China Data Science and Technology Research Instititute, Beijing, China
2Saab Sensis Corporation, NY, USA
15h00–16h30 Session 2B: Diagnostics Methods II
Session Chair: Jacazio Giovanni–Politecnico, Torino, Italy
Texas B
Fatigue Crack Detection at Gearbox Spline Component using Acoustic Emission Method
Didem Ozevin1, Justin Cox2, William Hardman3, Seth Kessler4, Alan Timmons5
1 Civil and Materials Engineering, University of Illinois at Chicago, Chicago IL
2,3,5 NAVAIR NAS Patuxent River MD
4 Metis Design Corporation, Boston MA
A Data Driven Method for Model Based Diagnostics and Prognostics
Michael D. Bryant1
1 Mechanical Engineering, University of Texas at Austin, Austin, Texas 78712-0292
Planetary Gearbox Fault Diagnosis Using a Single Piezoelectric Strain Sensor
Jae Yoon1, David He2, Brandon Van Hecke3, Thomas J. Nostrand4, Junda Zhu5, Eric Bechhoefer6
1,2,3 University of Illinois at Chicago, Chicago, IL, 60607, USA
4,5 Renewable NRG Systems, Hinesburg, VT, 05461, USA
6 Green Power Monitoring Systems, Essex Junction, VT, 05452, USA
15h00–16h30 Session 2C: PHM in Robotic Vehicles
Session Chair: George Vachtsevanos–Georgia Tech
Texas C
Integrated Diagnostics and Prognostics for the Electrical Power System of a Planetary Rover
Matthew Daigle1, Indranil Roychoudhury2, Anibal Bregon3
1 NASA Ames Research Center, Moffett Field, California, 94035, USA
2 SGT Inc., NASA Ames Research Center, Moffett Field, California, 94035, USA
3 Department of Computer Science, University of Valladolid, Valladolid, Spain
Demonstration of Prognostics-Enabled Decision Making Algorithms on a Hardware Mobile Robot Test Platform
Adam Sweet1, George Gorospe2, Matthew Daigle3, José R. Celaya4, Edward Balaban5, Indranil Roychoudhury6, Sriram Narasimhan7
1,3,5 NASA Ames Research Center, Moffett Field, CA, 94035, USA
2,4,6 SGT Inc., NASA Ames Research Center, Moffett Field, CA, 94035, USA
7 University of California, Santa Cruz, NASA Ames Research Center, Moffett Field, CA, 94035, USA
Autonomous Vehicle Battery State-of-Charge Prognostics Enhanced Mission Planning
Bin Zhang1, Liang Tang2, Jonathan DeCastro3, Michael Roemer4, Kai Goebel5
1 University of South Carolina, Columbia, SC, USA
2 Impact Technologies, LLC, Rochester NY, USA
3 Cornell University, Ithaca, NY, USA
4 NASA Ames Research Center, Moffett Field, CA, USA
18h10–19h30 Sponsored Cocktail Reception and Poster Session Crystal D
Wednesday, October 1, 2014 Location
7h00–17h00 Conference Registration West Promenade
7h00–8h00 Breakfast for Registrants Crystal D
08h00–08h30 Opening Remarks
Crystal D
08h30–17h00 Scheduled Technology Demo Citizens B & C
08h30–10h00 Tutorial Session 3 - Model-based Prognostics
Dr. Matthew Daigle
Crystal A
08h30–10h00 Heavy Machineries in Oil and Gas and Mining Industry Worshop Session 1
Dr. Dinkar Mylaraswamy
Crystal B
8h30–10h00 Session 3A: Diagnostics Applications I
Session Chair: Karl Reichard–Penn State
Texas A
Gear Diagnostics – Fault Type Characteristics
Alexander Bliznyuk1, Ido Dadon2, Renata Klein3, Jacob Bortman4
1,2,4 Laboratory for Health, Department of Mechanical Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel
3 R.K. Diagnostics, Gilon, Israel
Characterization of Fault Size in Bearings
Matan Mendelovich1, Yitschak Sanders2, Gideon Kogan3, Mor Battat4, Renata Klein5, Jacob Bortman6
1,2,3,4,6 Laboratory for Health, Department of Mechanical Engineering, Ben-Gurion University of the Negev, P.O. Box 653, Beer
5 R.K. Diagnostics, Gilon, P.O.B. 101, D.N. Misgav 20103, Israel
A Vibration-Based Approach for Stator Winding Fault Diagnosis of Induction Motors: Application of Envelope Analysis
Chao Jin1, Agusmian P. Ompusunggu2, Zongchang Liu3, Hossein D. Ardakani4, Fredrik Petré5, Jay Lee6
1,3,4,6 NSF I/UCRC Center for Intelligent Maintenance Systems (IMS), Cincinnati, OH, 45221,USA
2,5 Flanders’ Mechatronics Technology Centre (FMTC), Heverlee, 3001, Belgium
8h30–10h00 Session 3B: Verification, Validation, and Accreditation
Session Chair: Indranil Roychoudhury–SGT Inc., NASA Ames
Texas B
Formal Verification of Complex Systems based on SysML Functional Requirements
Hoda Mehrpouyan1, Irem Y. Tumer2, Chris Hoyle3, Dimitra Giannakopoulou4, Guillaume Brat5
1 TSYS School of Computer Science, Columbus State University, Columbus, GA, USA
2,3 School of Mechanical, Industrial, and Manufacturing Engineering, Oregon State University, Corvallis, OR, USA
4,5 NASA Ames Research Center, Moffett Field, CA, USA
A Tool Chain for the V&V of NASA Cryogenic Fuel Loading Health Management
Johann Schumann1, Vanesa Gomez-Gonzalez2, Nagabhushan Mahadevan3, Michael Lowry4, Peter Robinson5, Gabor Karsai6
1 SGT, Inc., NASA Ames Research Center, Moffett Field, CA 94035, USA
2 USRA, Mountain View, CA 94043, USA
3,6 Institute for Software Integrated Systems, Vanderbilt University, Nashville, TN 37212, USA
4,5 NASA Ames Research Center, Moffett Field, CA 94035, USA
Towards Accreditation of Diagnostic Models for Improved Performance
Anuradha Kodali1, Peter Robinson2
1 SGT Inc., NASA Ames Research Center, Moffett Field, CA, 94035
2 NASA Ames Research Center, Moffett Field, CA, 94035
8h30–10h00 Session 3C: Analytical PHM Methods I
Session Chair: Abhinav Saxena–SGT Inc., NASA Ames
Texas C
A Model-Based Approach for Reliability Assessment in Component-Based Systems
Saideep Nannapaneni1, Abhishek Dubey2, Sherif Abdelwahed3, Sankaran Mahadevan4, Sandeep Neema5
1,4 Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, TN, 37235, USA
2,3,5 Department of EECS/ISIS, Vanderbilt University, Nashville, TN, 37235, USA
Sensor Fault Diagnosis in Quadrotors Using Nonlinear Adaptive Estimators
Remus C Avram1, Xiaodong Zhang2, Jacob Campbell3
1,2 Wright State University, Dayton, Ohio, 45404, USA
3 Air Force Research Laboratory, Dayton, OH, 45404, USA
Using Johnson Distribution for Automatic Threshold Setting in Wind Turbine Condition Monitoring System
Kun S. Marhadi1, Georgios Alexandros Skrimpas2
1,2 Brüel & Kjœr Vibro A/S, 2850 Nœrum, Denmark
10h00–10h30 Networking Break Crystal C
10h30–12h00 Tutorial Session 4 - Data Mining
Dr. Nikunj Oza
Crystal A
10h30–12h00 Special Invited Papers Sessions
Session Chair: Junda Zhu - Renewable NRG Systems
Crystal B
A Data Mining Approach to Diagnose Mechanical Faults in Motors Operating in Industrial Environment
Ruoyu Li—SKF, USA
Fault Detection Sensitivity of Data-driven Empritical Models against Various Operation Modes of NPPs
Jae Hwan Kim—Korea Atomic Research Institute, Republic of Korea
Pattern Tracking for Predicting Potential Maintenance Actions of Military Vehicles
James D. Kozlowski—Pennsylvania State University, USA
10h30–12h00 Session 4A: Diagnostics Applications II
Session Chair: Jose Celaya–SGT Inc., NASA Ames
Texas A
Temporal Causal Diagrams for Diagnosing Failures in Cyber-Physical Systems
Nagabhushan Mahadevan1, Abhishek Dubey2, Gabor Karsai3, Anurag Srivastava4, Chen-Ching Liu5
1,2,3 Institute for Software-Integrated Systems, Vanderbilt University, Nashville, TN 37212, USA
4,5 The School Of Electrical Engineering and Computer Science, Washington State University, Pullman, WA 99163, USA
Case Study: Models for Detecting Low Oil Pressure Anomalies on Commercial Vehicles
Howard E. Bussey1, Nenad G. Nenadic2, Paul A. Ardis3, Michael G. Thurston4
1 Tixlers Letters, PO BOX 831, Pittsford NY 14534
2,4 Golisano Institute of Sustainability, Rochester Institute of Technology, Rochester, NY 14623 USA
3 GE Global Research,1 Research Circle Bldg. K1-4A6, Niskayuna, NY 12309
Decentralized Approach for Fault Diagnosis of Three Cell Converters
Hanane Louajri1, Moamar Sayed-Mouchaweh2
1,2 Université Lille Nord de France, Mines-Douai, IA 941, rue Charles Bourseul 59508 Douai, France
10h30–12h00 Session 4B: Structural Health Management I
Session Chair: Shankar Sankararaman–SGT Inc., NASA Ames
Texas B
Improved Probabilistic Remaining Useful Life Estimation in Structures: Modeling Multi-site Fatigue Cracking in Oil and Gas Service Structures
Abdallah Al Tamimi1, Mohammad Modarres2
1,2 University of Maryland, College Park, Maryland, 20740, USA
Imaging and Information Processing of Pitting-Corroded Aluminum Alloy Panels with Surface Metrology Methods
Honglei Li1, Margaret R. Garvan2, Jiaming Li3, Javier Echauz4, Douglas Brown5, George J. Vachtsevanos6
1,2,3,6 Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
4 JE Research, Inc., 170 Wentworth Terrace, Alpharetta, GA 30022, USA
5 Analatom, Inc.,562 E. Weddell Suite 4, Sunnyvale, CA 94089-2108, USA
A Novel Linear Polarization Resistance Corrosion Sensing Methodology for Aircraft Structure
Douglas W. Brown1, Richard J. Connolly2, Bernard Laskowski3, Margaret Garvan4, Honglei Li5, Vinod S. Agarwala6, George Vachtsevanos7
1,2,3 Analatom, Inc., 3210 Scott Blvd., Santa Clara, CA 95054, USA
4,5,7 Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
6 Iron Pillar Technical Services, 1600 Green Street, Philadelphia, PA 19130, USA
10h30–12h00 Session 4C: Analytical PHM Methods II
Session Chair: Vivek Agarwal–Idaho National Laboratories
Texas C
On the Use of Particle Flow to Enhance the Computational Performance of Particle-Filtering-based Prognostics
Javier A. Oliva1, Torsten Bertram2
1,2 Institute of Control Theory and Systems Engineering, Technische Universität Dortmund, Germany
Efficient Dependency Computation for Dynamic Hybrid Bayesian Network in On-line System Health Management Applications
Chonlagarn Iamsumang1, Ali Mosleh2, Mohammad Modarres3
1,2,3 The Center for Risk and Reliability, University of Maryland College Park, Maryland, USA
Prognostic Optimization of Phased Array Antenna for Self-Healing
David Allen1
1 HRL Laboratories, LLC, Malibu, CA, 90265, USA
12h00–13h00 Lunch Break (on your own)
13h30–15h00 Tutorial Session 5 - Open Systems Architecture for Condition Based Maintenance (OSA-CBM)
Dr. Karl Reichard
Crystal A
13h30–15h00 Panel Session 3 - Commercial Aerospace PHM/IVHM
Rhonda Walthall and Robby O'Dell
Crystal B
13h30–15h00 Session 5A: Uncertainty in Diagnostics and Prognostics
Session Chair: Sankaran Mahadevan–Vanderbilt University
Texas A
Multiple-imputation-particle-filtering scheme for Uncertainty Characterization in Battery State-of-Charge Estimation Problems with Missing Measurement Data
David E. Acuña1, Marcos E. Orchard2, Jorge F. Silva3, Aramis Pérez4
1,2,3,4 Universidad de Chile, Department of Electrical Engineering. Av. Tupper 2007, Santiago, Chile
Qualitative Event-Based Fault Isolation under Uncertain Observations
Matthew Daigle1, Indranil Roychoudhury2, Anibal Bregon3
1 NASA Ames Research Center, Moffett Field, California, 94035, USA
2 SGT Inc., NASA Ames Research Center, Moffett Field, California, 94035, USA
3 Department of Computer Science, University of Valladolid, Valladolid, Spain
Uncertainty in Steady-State Diagnostics of a Current-Pressure Transducer: How Confident are We in Diagnosing Faults?
Shankar Sankararaman1, Christopher Teubert2, Kai Goebel3
1,2 SGT Inc., NASA Ames Research Center, Moffett Field, CA 94035, USA
3 NASA Ames Research Center, Moffett Field, CA 94035, USA
13h30–15h00 Session 5B: Fault Detection Methods
Session Chair: Bin Zhang–University of South Carolina
Texas B
Equipment Health Monitoring with Non-Parametric Statistics for Online Early Detection and Scoring of Degradation
Maizura Mokhtar1, Joseph C. Edge2, Andrew R. Mills3
1,3 Department of Automatic Control and Systems Engineering, The University of Sheffield, Sheffield, S1 3JD, United Kingdom
2 Rolls-Royce plc, PO Box 31, Derby, England
A Generalized Machine Fault Detection Method Using Unified Change Detection
Wenyi Wang1, David Forrester2, Peter Frith3
1,2,3 Aerospace Division, Defence Science and Technology Organisation, Melbourne, VIC 3207, Australia
Evolving Fuzzy Classifier based on Clustering Algorithm and Drift Detection for Fault Diagnosis Applications
Maurilio Inacio1, Andre Lemos2, Walmir Caminhas3
1 Graduate Program in Electrical Engineering, Federal University of Minas Gerais, Belo Horizonte, 31270-901, Brazil
1 Dept. of Computer Engineering, Faculdade de Ciencia e Tecnologia de Montes Claros, Montes Claros, 39400-142, Brazil
2,3 Dept. of Electronic Engineering, Federal University of Minas Gerais, Belo Horizonte, 31270-901, Brazil
13h30–15h00 Session 5C: PHM Applications I
Session Chair: Chetan Kulkarni–SGT Inc., NASA Ames
Texas C
Novel Real-Time Nondestructive Technology for Chemical and Structural Health Management of Solid Rocket Propellants
Sami Daoud1, Michal J. Villeburn2, Kevin D. Bailey3, Gordon Kinloch4
1,2,3 Raytheon Missile Systems, Tucson, Arizona, 85734, United States of America
4 United Kingdom Ministry of Defense, Bristol, BS34 8JH, United Kingdom
Online Normalization Algorithm for Engine Turbofan Monitoring
Jérôme Lacaille1, Anastasios Bellas2
1 Snecma, 77550 Moissy-Cramayel, France
2 SAMM, Université Panthéon-Sorbonne, 75013 Paris, France
Integrated Multivariate Health Monitoring System for Helicopters Main Rotor Drives: Development and Validation with In-Service Data
Alberto Bellazzi1, Giovanni Jacazio2, Bruno Maino3, Gueorgui Mihaylov4, Franco Pellerey5, Massimo Sorli6
1,3 AgustaWestland, Cascina Costa di Samarate, VA 21017 VA , Italy
2,4,6 Politecnico di Torino, Department of Mechanical and Aerospace Engineering, Turin, 10129 TO, Italy
5 Politecnico di Torino, Department of Mathematical Sciences, Turin, 10129 TO, Italy
15h00–15h30 Networking Break Crystal C
15h30–17h00 Tutorial Session 6 - Perspectives on Creating Cost-Benefit Analyses for PHM Systems
Chris Pomfret
Crystal A
15h30–17h00 Panel Session 4 - Manufacturing/Production PHM
Yan Lu, Jay Lee, and Justinian Rosca
Crystal D
18h00–18h30 Bus Loading Hilton Lobby
18h30–22h00 Social Hour, Banquet Dinner, and Awards Ceremony Fort Worth Museum of Science and History
Thursday, October 2, 2014 Location
7h00–17h00 Conference Registration West Promenade
7h00–8h00 Breakfast for Registrants Crystal D
08h00–08h30 Opening Remarks
Crystal D
08h30–12h00 Scheduled Technology Demo Citizens B & C
08h30–10h00 Panel Session 5 - PHM in the Nuclear Industry: Identifying Challenges and Research Directions
Vivek Agarwal
Crystal B
08h30–10h00 Dialogue - PHM Standards
Jeff Bird, David Alexander
Continental
8h30–10h00 Session 6A: Cost-Benefit Analysis in PHM
Session Chair: Ian Jennions–Cranfield University
Texas A
An Aircraft Lifecycle Approach for the Cost-Benefit Analysis of Prognostics and Condition-based Maintenance based on Discrete-Event Simulation
Nico B. Hölzel1, Thomas Schilling2, Volker Gollnick3
1,2,3 DLR - German Aerospace Center, Air Transportation Systems, Hamburg, 21079, Germany
A Reference Stack for PHM Architectures
Charles Crabb1
1 LogTech, LLC, Wall, NJ, 08736, USA
Managing Fleet Wide Sensory Data: Lessons Learned in Dealing with Volume, Velocity, Variety, Veracity, Value and Visibility
Preston Johnson1
1 National Instruments, Austin, Texas, 78759, USA
8h30–10h00 Session 6B: Model-Based Methods in PHM
Session Chair: Kai Goebel–NASA Ames
Texas B
Fault Diagnosis and Prognosis Based on Lebesgue Sampling
Bin Zhang1, Xiaofeng Wang2
1,2 Department of Electrical Engineering, University of South Carolina, Columbia SC, USA
Fault Detection and Severity Analysis of Servo Valves Using Recurrence Quantification Analysis
M. Samadani1, C. A. Kitio Kwuimy2, C. Nataraj3
1,2,3 Department of Mechanical Engineering, Villanova University, Villanova, PA, 19085, USA
Model-Based Fault Diagnosis of a Planetary Gear Using Transmission Error
Jungho Park1, Jong Moon Ha2, Byeng D. Youn3, Sang Hyuck Leem4, Joo-Ho Choi5, Nam Ho Kim6
1,2,3 Department of Mechanical and Aerospace Engineering, Seoul National University, Seoul, 151-742, Republic of Korea
4,5 Department of Aerospace & Mechanical Engineering, Korea Aerospace University, Goyang, Gyeonggido, 412-791
6 Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL 32611, USA
8h30–10h00 Session 6C: PHM Applications II
Session Chair: Rhonda Walthall–UTC Aerospace Systems
Texas C
Adaptation of an Electrochemistry-based Li-Ion Battery Model to Account for Deterioration Observed Under Randomized Use
Brian Bole1, Chetan S. Kulkarni2, Matthew Daigle3
1,2 SGT, Inc., NASA Ames Research Center, Moffett Field, CA 94035
3 NASA Ames Research Center, Moffett Field, CA 94035
Application of Unscented Kalman Filter for Condition Monitoring of an Organic Rankine Cycle Turbogenerator
Leonardo Pierobon1, Rune Schlanbusch2, Rambabu Kandepu3, Fredrik Haglind4
1,4 Department of Mechanical Engineering, Technical University of Denmark
2,3 Teknova AS
A Probabilistic Approach for Reliability and Life Prediction of Electronics in Drilling and Evaluation Tools
Amit A. Kale1, Katrina Carter-Journet2, Troy A. Falgout3, Ludger Heuermann-Kuehn4, Derick Zurcher5
1,2,3,4,5 Baker Hughes Incorporated, Houston, Texas, 77379,USA
10h00–10h30 Networking Break Crystal C
10h30–12h00 Panel Session 6 - Fielded Systems — Experience and Lessons Learned
Tom Mooney, Ravi Rajamani, and Andy Hess
Crystal B
10h30–12h00 Dialogue - Continuing Professional Developemnt for PHM
Karl Reichard, Jeff Bird, and Nancy Madge
Continental
10h30–12h00 Session 7A: Performance Evaluation and Risk Analysis in PHM
Session Chair: Eric Bechhoefer–GPMS LLC
Texas A
Are Current Prognostic Performance Evaluation Practices Sufficient and Meaningful?
Shankar Sankararaman1, Abhinav Saxena2, Kai Goebel3
1,2 SGT Inc., NASA Ames Research Center, Moffett Field, CA 94035, USA
3 NASA Ames Research Center, Moffett Field, CA 94035, USA
A Novel Human-Machine Interface Framework for Improved System Performance and Conflict Resolution
Jiaming Li1, George Vachtsevanos2
1,2 Department of Electrical and Computer Engineering, Georgia Institute of Technology
Analysis Quality Index - What confidence do you have in your risk analysis?
Leila Salhi1, Jacek Stecki2, Chris Stecki3
1,2,3 PHM Technology Pty Ltd, Melbourne, Victoria, 3104, Australia
10h30–12h00 Session 7B: Structural Health Management II
Session Chair: Ash Thakker–Global Technology Connection, Inc.
Texas B
Challenges in Concrete Structures Health Monitoring
Sankaran Mahadevan1, Douglas Adams2, David Kosson3
1,2,3 Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, TN, 37235, USA
Investigating Vibration Properties of a Planetary Gear Set with a Cracked Tooth in a Planet Gear
Xihui Liang1, Ming J. Zuo2
1,2 Department of Mechanical Engineering, University of Alberta, Edmonton, Alberta, T6G2G8, Canada
10h30–12h00 Session 7C: Manufacting and PHM
Session Chair: Jamie Baalis Coble–University of Tennessee, Knoxville
Texas C
Standards for Prognostics and Health Management (PHM) Techniques within Manufacturing Operations
Gregory W. Vogl1, Brian A. Weiss2, M. Alkan Donmez3
1,2,3 National Institute of Standards and Technology, Gaithersburg, Maryland, 20899, USA
A Self-Aware Machine Platform in Manufacturing Shop Floor Utilizing MTConnect Data
Linxia Liao1, Raj Minhas2, Arvind Rangarajan3, Tolga Kurtoglu4, Johan de Kleer5
1,2,4,5 Palo Alto Research Center, Palo Alto, CA, 94304, USA
3 General Electric Global Research, San Ramon, CA, 94583, USA
Fault Tolerant Control for manufacturing discrete systems by filter and diagnoser interactions
A. Philippot1, P. Marangé2, F. Gellot3, J.F. Pétin4, B. Riera5
1,3,5 Centre de Recherche en STIC (CReSTIC) – University of Reims Champagne-Ardenne (URCA), Reims, France
2,4 Centre de Recherche en Automatique de Nancy (CRAN) – University of Lorraine, CNRS, Vandœuvre-lès-Nancy, France
12h00–13h30 Lunch Break (on your own)
13h30–15h00 Technology Demo, Sponsors Tables and Regsitration Teardown Citizens B & C
13h30–15h00 Session 8A: Data-driven Methods in PHM
Session Chair: Neil Eklund–Schlumberger
Texas A
A Novel Feature Extraction Method for Monitoring (Vehicular) Fuel Storage System Leaks
Fling Tseng1, Imad H. Makki2, Dimitar P. Filev3, Ratna Babu Chinnam4
1,2,3 Research and Advanced Engineering, Ford Motor Company, Dearborn, MI 48121, USA
4 Department of Industrial and Systems Engineering, Wayne State University, Detroit, MI 48202, USA
Review and Analysis of Algorithmic Approaches Developed for Prognostics on CMAPSS Dataset
Emmanuel Ramasso1, Abhinav Saxena2
1 FEMTO-ST Institute, Dep. AS2M/DMA, UMR CNRS 6174 - UFC / ENSMM / UTBM, 25000 Besanc¸on, France
2 SGT Inc., NASA Ames Research Center, Intelligent Systems Division, Moffett Field, CA, 94035-1000, USA
Enhanced Trajectory Based Similarity Prediction with Uncertainty Quantification
Jack Lam1, Shankar Sankararaman2, Bryan Stewart3
1,3 Naval Surface Warfare Center Port Hueneme Division, Port Hueneme, CA, 93043, USA
2 SGT Inc., NASA Ames Research Center, Moffett Field, CA 94035, USA
13h30–15h00 Session 8B: Condition-Based Monitoring
Session Chair: Ruoyu Li–SKF
Texas B
Survey of Condition Indicators for Condition Monitoring Systems
Junda Zhu1, Tom Nostrand2, Cody Spiegel3, Brogan Morton4
1,2,3,4 Renewable NRG Systems, Hinesburg, Vermont, 05461, USA
Estimation of Bogie Performance Criteria Through On-Board Condition Monitoring
Parham Shahidi1, Dan Maraini2, Brad Hopkins3, Andrew Seidel4
1,2,3,4 Amsted Rail Company, Inc. Chicago, IL, 60606, USA
Particle Filtering-Based System Degradation Prediction Applied to Jet Engines
Peng Wang1, Robert X. Gao2
1,2 Department of Mechanical Engineering, University of Connecticut, Storrs, CT, 06269, USA, engr.uconn.edu
13h30–15h00 Session 8C: Maintenance and Logistics in PHM
Session Chair: Karl Reichard–Penn State
Texas C
Building a Data-Driven Vital Sign Indicator for an Economically Optimized Component Replacement Policy
Hyung-il Ahn1, Ying Tat Leung2, Axel Hochstein3
1,3 GE Software, GE Global Research, San Ramon, CA, 94583, USA
2 IBM Almaden Research Center, San Jose, CA, 95120, USA
Aircraft Hydraulic System Leakage Detection and Servicing Recommendations Method
Wlamir O. L. Vianna1, João Pedro P. Malere2
1,2 EMBRAER S.A., São José dos Campos, São Paulo, 12227-901, Brazil
Inspection of the Integrity of a Multi-Bolt Robotic Arm Using a Scanning Laser Vibrometer and Implementing the Surface Response to Excitation Method (SuRE)
Hadi Fekrmandi1, Javier Rojas2, Jason Campbell3, Ibrahim Nur Tansel4, Bulent Kaya5, Sezai Taskin6
1,2,3,4 Florida International University, Miami, FL, USA
5 Erciyes University, Kayseri, Turkey
6 Celal Bayar University, Manisa, Turkey
13h30–15h00 PHM 2015 Planning Meeting Continental
15h00–15h30 Final Remarks and Conference Closing
Crystal D
Accepted Posters
Cost-Benefit Analysis and Specification of Component-level PHM Systems in Aircrafts
Alexander Kählert1, Sebastian Giljohann2, Uwe Klingauf3
1,3 Institute of Flight Systems and Automatic Control, Technische Universität Darmstadt, Darmstadt, Hessen, 64287, Germany
2 Lufthansa Technik, Frankfurt/M, Hessen, 60546, Germany
A Framework for Model-Based Diagnostics and Prognostics of Switched-Mode Power Supplies
Honglei Li1, Xuerong Ye2, Cen Chen3, George Vachtsevanos4
1,4 Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
2,3 School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin, 150001, China
Anomaly Detection Techniques for the Condition Monitoring of Tidal Turbines
Grant S. Galloway1, Victoria M. Catterson2, Craig Love3, Andrew Robb4
1,2 Institute for Energy and Environment, Dept. EEE, University of Strathclyde, Glasgow, G1 1XW, UK
3,4 Andritz Hydro Hammerfest, Glasgow, G52 4RU, UK
Detection of Wind Turbine Power Performance Abnormalities Using Eigenvalue Analysis
Georgios Alexandros Skrimpas1, Christian Walsted Sweeney2, Kun S. Marhadi3, Bogi Bech Jensen4, Nenad Mijatovic5, Joachim Holbøll6
1,2,3 Brüel and Kjœr Vibro, Nœrum, 2850, Denmark
4 University of the Faroe Islands, Tórshavn, 100, Faroe Islands
5,6 Technical University of Denmark, Lyngby, 2800, Denmark
A PHM Approach to Additive Manufacturing Equipment Health Monitoring, Fault Diagnosis, and Quality Control
Jae Yoon1, David He2, Brandon Van Hecke3
1,2,3 University of Illinois at Chicago, Chicago, IL, 60607, USA
ALC Post Implementation Analysis of CBM+ Benefits
Matthew Carter1, Josh Kennedy2
1,2 ALC SSD SOA Contractor Support Staff and Employee Owner at Modern Technology Solutions, Inc., Associate Director, U. S. Army Aviation & Missile Command (AMCOM) Logistics Center (ALC), Supportability and Sustainment, Directorate (SSD), Sustainment Optimization & Analysis (SOA), Redstone Arsenal 35808 AL,USA
Dependable Wireless Sensor Networks for Prognostics and Health Management: A Survey
W. Elghazel1, J.M. Bahi2, C. Guyeux3, M. Hakem4, K. Medjaher5, N. Zerhouni6
1,5,6 Automatic Control and Micro-Mechatronic Systems Department, FEMTO-ST Institute
2,3,4 Computer Science and Complex Systems Department, FEMTO-ST Institute
Modeling Degradation Using Thermodynamic Entropy
M. D. Bryant1
1 University of Texas at Austin, Austin, TX, USA
Electrochemical Impedance Spectroscopy for Coating Evaluation using a Micro Sensor
Nicholas Waters1, Richard Connolly2, Douglas Brown3, Bernard Laskowski4
1,2,3,4 Analatom Inc., Santa Clara, CA 95054, USA
A Time-domain Modeling and Simulation Framework for Comparative Analysis of Prognostics, Reliability and Robustness in System Design
Nicholas A. Lambert1, Kyle B. Ferrio2, Douglas L. Goodman3
1,2,3 Ridgetop Group, Inc., Tucson, AZ, 85741, USA
Eddy current signatures classification by using time series: a system modeling approach
Blaise Guépié1, Mihaly Petreczky2, Stéphane Lecoeuche3
1,2,3 Mines Douai, IA, F-59508 Douai, France
Operation Condition Monitoring using Temporal weighted Dempster-Shafer Theory
Xiaoyun Wang1, Tingdi Zhao2
1,2 School of System Engineering and Reliability, BeiHang University, Bejiing,100191, China
Modeling Hydraulic Components for Automated FMEA of a Braking System
Peter Struss1, Alessandro Fraracci2
1,2 Tech. Univ. of Munich, 85748 Garching, Germany
Last modified: 26-Sep-2014 11:43:37
  
 
 
 

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