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Vol. 7 No. 1 (2015): Proceedings of the Annual Conference of the PHM Society 2015
Vol. 7 No. 1 (2015): Proceedings of the Annual Conference of the PHM Society 2015
Published:
2015-10-18
Technical Research Papers
Diagnostic Reasoning using Prognostic Information for Unmanned Aerial Systems
Johann Schumann, Indranil Roychoudhury, Chetan Kulkarni
Abstract
478 | PDF Downloads
234 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2548
PDF
Speed Estimation in Geared Wind Turbines Using the Maximum Correlation Coefficient
Georgios Alexandros Skrimpas, Kun S. Marhadi, Bogi Bech Jensen, Christian Walsted Sweeney, Nenad Mijatovic, Joachim Holboell
Abstract
236 | PDF Downloads
219 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2559
PDF
Sliding Wear Particle Mass Distribution Assessment for Wear Mode Diagnosis
Surapol Raadnui
Abstract
188 | PDF Downloads
172 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2561
PDF
Adapting nearest neighbors-based monitoring methods to irregularly sampled measurements
Ineˆs M. Cec ́ılio, James R. Ottewill, Nina F. Thornhill
Abstract
202 | PDF Downloads
143 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2562
PDF
Model based Online Fault Diagnosis of Automotive Engines using Joint State and Parameter Estimation
Nadeer E P, Amit Patra, Siddhartha Mukhopadhyay
Abstract
237 | PDF Downloads
172 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2563
PDF
Testing Diagnostics Components Supervising Functional Safety Requirements
Mihai Nica, Ingo Pill, Franz Wotawa
Abstract
425 | PDF Downloads
220 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2564
PDF
From Theory to Practice: Model-Based Diagnosis in Industrial Applications
Roxane Koitz, Franz Wotawa
Abstract
246 | PDF Downloads
218 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2565
PDF
Remaining Useful Life Prediction through Failure Probability Computation for Condition-based Prognostics
Shankar Sankararaman
Abstract
385 | PDF Downloads
448 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2566
PDF
Verification of a Remaining Flying Time Prediction System for Small Electric Aircraft
Edward F. Hogge, Brian M. Bole, Sixto L. Vazquez, José R. Celaya, Thomas H. Strom, Boyd L. Hill, Kyle M. Smalling, Cuong C. Quach
Abstract
1058 | PDF Downloads
758 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2571
PDF
Model-based Prognostics of Hybrid Systems
Matthew Daigle, Indranil Roychoudhury, Anibal Bregon
Abstract
2435 | PDF Downloads
196 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2586
PDF
Comparison and ensemble of temperature-based and vibration-based methods for machinery prognostics
James Kuria Kimotho, Walter Sextro
Abstract
205 | PDF Downloads
188 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2596
PDF
Asynchronous Motor Test Bench for the Generation and Current Signal Diagnostics of Accelerated Bearing Damage
Christoph Anger, Christian Preusche, Uwe Klingauf
Abstract
476 | PDF Downloads
164 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2597
PDF
Interactive Multiple-Model Application for Hydraulic Servovalve Health Monitoring
Wlamir Olivares Loesch Vianna, Takashi Yoneyama
Abstract
346 | PDF Downloads
214 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2598
PDF
Model-based Approach to Automated Calculation of Key Performance Indicators for Industrial Turbines
Gulnar Mehdi, Davood Naderi, Giuseppe Ceschini, Alexey Fishkin, Sebastian Brandt, Stuart Watson, Mikhail Roshchin
Abstract
261 | PDF Downloads
283 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2599
PDF
Separated two-phase flow model of cryogenic loading operation
Dmitry G Luchinskiy, Ekaterina Ponizovskaya-Devine, Michael Khasin, Dogan Timucin, Jarred Sass, Jose Perotti, Barbara Brown
Abstract
288 | PDF Downloads
180 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2601
PDF
Online Monitoring and Fault Diagnosis of Hybrid Systems Using Switched Dynamic Bayesian Networks
Gan Zhou, Gautam Biswas, Wenquan Feng, Xiumei Guan
Abstract
335 | PDF Downloads
164 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2602
PDF
D-matrix Based Fault Modeling for Cryogenic Loading Systems
Anuradha Kodali, Ekaterina Ponizovskaya-Devine, Peter Robinson, Dmitry Luchinsky, Anupa Bajwa
Abstract
255 | PDF Downloads
171 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2604
PDF
Cost-Wise Readiness Enabled Through Condition Based Maintenance Plus (CBM+)
Josh Kennedy, Jim Carter, Matt Carter
Abstract
643 | PDF Downloads
347 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2631
PDF
Variable Selection and Indices Proposal for the Determination of an Aeronautic Valve Degradation
Ananda S. Ribeiro , Takashi Yoneyama, Rodrigo F. Souto, Wallace Turcio
Abstract
342 | PDF Downloads
180 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2645
PDF
Towards a Methodology for Design of Prognostic Systems
Jose Ignacio Aizpurua, Victoria M. Catterson
Abstract
339 | PDF Downloads
312 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2646
PDF
Real-time Prognostics of a Rotary Valve Actuator
Matthew Daigle
Abstract
412 | PDF Downloads
152 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2651
PDF
Experimental Approach for Estimating Mesh Stiffness in Faulty States of Rotating Gear
Jungho Park, Jong moon Ha, Hyunseok Oh, Byeng D. Youn, Sungho Park, Joo-Ho Choi
Abstract
473 | PDF Downloads
319 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2654
PDF
On Accurate and Reliable Anomaly Detection for Gas Turbine Combustors: A Deep Learning Approach
Weizhong Yan, Lijie Yu
Abstract
3899 | PDF Downloads
3278 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2655
PDF
Early Concepts for the Coupling of a Nuclear Plant Computer to a Computerized Maintenance Management System for Autonomous Prognostic Model Development
Zachary Welz, J. Wesley Hines, Belle R. Upadhyaya
Abstract
199 | PDF Downloads
159 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2656
PDF
Fault diagnostics and evaluation in cryogenic loading system using optimization algorithm
Ekaterina Ponizovskaya-Devine, Dmitry G Luchinsky, Anu Kodali, Michael Khasin, Dogan Timucin, Jarred Sass, Jose Perotti, Barbara Brown
Abstract
213 | PDF Downloads
146 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2657
PDF
Cyber Defense of Rotating Machinery Using an Integrated ‘Fuse’ Bearing
Evyatar Cohen, Jacob Bortman, Renata Klein
Abstract
260 | PDF Downloads
178 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2658
PDF
Omni-Directional Regeneration (ODR) of Gap Sensor Signal for Journal Bearing System Diagnosis
Joon Ha Jung, Byung Chul Jeon, Byeng D. Youn, Donghwan Kim, Yeonwhan Kim
Abstract
242 | PDF Downloads
178 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2659
PDF
Device Health Estimation by Combining Contextual Control Information with Sensor Data and Device Health Prognostics Utilizing Restricted Boltzmann Machine
Linxia Liao, Tomonori Honda, Radu Pavel
Abstract
174 | PDF Downloads
108 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2673
PDF
Detection of pitch failures in wind turbines using environmental noise recognition techniques
Georgios Alexandros Skrimpas, Kun S. Marhadi, Robert Gomez, Christian Walsted Sweeney, Bogi Bech Jensen, Nenad Mijatovic, Joachim Holboell
Abstract
224 | PDF Downloads
287 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2674
PDF
Aircraft Line Maintenance Planning Based on PHM Data and Resources Availability Using Large Neighborhood Search
Wlamir Olivares Loesch Vianna , Leonardo Ramos Rodrigues, Takashi Yoneyama
Abstract
10838 | PDF Downloads
1147 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2675
PDF
Modeling and Prediction of Criminal Activity Based on Spatio-Temporal Probabilistic Risk Functions
Paulina Flores, Mario Vergara, Pablo Fuentes, Francisco Jaramillo, David Acun ̃a, Aramis Perez, Marcos Orchard
Abstract
370 | PDF Downloads
163 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2676
PDF
PHM Based Predictive Maintenance Option Model for Offshore Wind Farm O&M Optimization
Xin Lei, Peter A. Sandborn, Navid Goudarzi, Maira A. Bruck
Abstract
199 | PDF Downloads
202 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2677
PDF
Distributed Adaptive Fault-Tolerant Consensus Control of Multi-Agent Systems with Actuator Faults
Mohsen Khalili, Xiaodong Zhang, Yongcan Cao, Jonathan A. Muse
Abstract
206 | PDF Downloads
187 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2678
PDF
Adaptive Multi-scale PHM for Robotic Assembly Processes
Benjamin Y. Choo, Peter A. Beling, Amy E. LaViers, Jeremy A. Marvel, Brian A. Weiss
Abstract
1469 | PDF Downloads
133 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2681
PDF
System Interdependency Modeling in the Design of Prognostic and Health Management Systems in Smart Manufacturing
M.L. Malinowski, P. A. Beling, Y. Y. Haimes, A. LaViers, J. A. Marvel, B. A. Weiss
Abstract
154 | PDF Downloads
135 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2683
PDF
Linear Temporal Logic (LTL) Based Monitoring of Smart Manufacturing Systems
Gerald Heddy, Umer Huzaifa, Peter Beling, Yacov Haimes, Jeremy Marvel, Brian Weiss, Amy LaViers
Abstract
227 | PDF Downloads
124 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2684
PDF
Application of Health Management and Diagnostics for Synthetic Aperture Radar (SAR) Payloads
Gregory Bower, Curtis Wrable, Ross Bird , Paul Woodford
Abstract
203 | PDF Downloads
135 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2685
PDF
A Self-Organizing Map-Based Monitoring System for Insulated Gate Bipolar Transistors Operating in Fully Electric Vehicle
Marco Rigamonti, Piero Baraldi, Enrico Zio, Allegra Alessi, Daniel Astigarraga , Ainhoa Galarza
Abstract
141 | PDF Downloads
134 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2686
PDF
Review of Markov Models for Maintenance Optimization in the Context of Offshore Wind
Rafael Dawid, David McMillan, Matthew Revie
Abstract
337 | PDF Downloads
249 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2709
PDF
Lessons Learned in Implementing a Practical Aircraft System Health Management (ASHM) Syste
Joshua Koelle, Matthew Smith, Peter Sulcs, Greg Kacprzynski, onda Walthall
Abstract
33761 | PDF Downloads
13482 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2710
PDF
Railcar Bogie Performance Monitoring using Mutual Information and Support Vector Machines
Parham Shahidi, Daniel Maraini, Brad Hopkins, Andrew Seidel
Abstract
248 | PDF Downloads
308 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2711
PDF
Measurement Science for Prognostics and Health Management for Smart Manufacturing Systems: Key Findings from a Roadmapping Workshop
Brian A. Weiss, Gregory Vogl, Moneer Helu, Guixiu Qiao, Joan Pellegrino, Mauricio Justiniano, Anand Raghunathan
Abstract
228 | PDF Downloads
279 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2712
PDF
Analysis of Electrolytic Capacitor Degradation under Electrical Overstress for Prognostic Studies
Jason Renwick, Chetan S. Kulkarni, Jose ́ R. Celaya
Abstract
5710 | PDF Downloads
579 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2713
PDF
Direct analysis of non-quadratic phase coupling for detection of linearly modulated signals
Fidel Hernández, Aitzol Iturrospe
Abstract
178 | PDF Downloads
148 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2714
PDF
Analyzing high-dimensional thresholds for fault detection and diagnosis using active learning and Bayesian statistical modeling
yuning He
Abstract
142 | PDF Downloads
102 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2715
PDF
Cost-benefit Analysis of Prognostics and Condition-based Maintenance Concepts for Commercial Aircraft Considering Prognostic Errors
Nico B. Hölzel, Volker Gollnick
Abstract
5871 | PDF Downloads
7476 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2716
PDF
Active Mission Success Estimation through PHM-Informed Probabilistic Modelling
Adam R. Short, Douglas L. Van Bossuyt
Abstract
291 | PDF Downloads
155 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2717
PDF
Lithium-Ion Battery End-of-Discharge Time Estimation and Prognosis based on Bayesian Algorithms and Outer Feedback Correction Loops: A Comparative Analysis
Carlos Tampier, Aramis Pérez, Francisco Jaramillo, Vanessa Quintero, Marcos E. Orchard, Jorge F. Silva
Abstract
599 | PDF Downloads
280 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2718
PDF
Model-based Reasoning Approach for Automated Failure Analysis: An Industrial Gas Turbine Application
Gulnar Mehdi, Davood Naderi, Giuseppe Ceschini, Mikhail Roshchin
Abstract
310 | PDF Downloads
302 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2719
PDF
Quadrotor Accelerometer and Gyroscope Sensor Fault Diagnosis with Experimental Results
Remus C Avram, Xiaodong Zhang, Jonathan Muse
Abstract
271 | PDF Downloads
193 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2720
PDF
A New Scheme for Monitoring and Diagnosis of Multistage Manufacturing Processes Using Product Quality Measurements
Hossein Davari Ardakani, Brian Phillips, Behrad Bagheri, Jay Lee
Abstract
253 | PDF Downloads
169 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2721
PDF
An Influence Gauge to Detect and Explain Relations between Measurements and a Performance Indicator
Jérôme Lacaille
Abstract
278 | PDF Downloads
167 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2722
PDF
Early Detection of Combustion Instability from Hi-speed Flame Images via Deep Learning and Symbolic Time Series Analysis
Soumalya Sarkar, Kin G Lore, Soumik Sarkar, Vikram Ramanan, Satyanarayanan R Chakravarthy, Shashi Phoha, Asok Ray
Abstract
459 | PDF Downloads
300 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2723
PDF
A New Generic Approach to Convert FMEA in Causal Trees for the Purpose of Hydro-Generator Rotor Failure Mechanisms Identification
Olivier Blancke, Normand Amyot , Claude Hudon, Mélanie Lévesque, Antoine Tahan
Abstract
228 | PDF Downloads
160 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2724
PDF
Quality Control Based Tool Condition Monitoring
Amit Kumar Jain, Bhupesh Kumar Lad
Abstract
200 | PDF Downloads
147 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2755
PDF
Characterization of Phase Space Topology Using Density: Application to Fault Diagnostics
Mohsen Samadani, Cedrick A. Kitio Kwuimy, C. Nataraj
Abstract
213 | PDF Downloads
191 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2756
PDF
Processing and Interpretation of Crack-Propagation Sensors
Nenad G. Nenadic, Paul A. Ardis, Adrian Hood, Michael G. Thurston, David G. Lewicki
Abstract
225 | PDF Downloads
142 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2759
PDF
Estimating Remaining Useful Life Using Actuarial Methods
Eric Bechhoefer, Rune Schlanbusch, Tor Inge Waag
Abstract
284 | PDF Downloads
232 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2758
PDF
Improved Fault Detection by Appropriate Control of Signal Bandwidth of the TSA
Eric Bechhoefer , Xinghui Zhang
Abstract
212 | PDF Downloads
149 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2760
PDF
Vibration-based Fault Diagnostics of Planetary Gearbox Using Time Synchronous Averaging with Multiple Window Functions
Jong M. Ha, Jungho Park, Hyunseok Oh, Byeng D. Youn
Abstract
257 | PDF Downloads
174 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2761
PDF
Neural Network-Based Gear Failure Prediction in a Brushless DC Actuation System
Yan Chen, Christina Lucas, Jay Lee, Michael Buehner
Abstract
429 | PDF Downloads
196 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2762
PDF
A Review of Prognostics and Health Management for Power Semiconductor Modules
Nicolas Degrenne, Jeffrey Ewanchuk, Erwan David, Roman Boldyrjew, Stefan Mollov
Abstract
799 | PDF Downloads
572 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2763
PDF
Battery Capacity Anomaly Detection and Data Fusion
John Weddington, Wuzhao Yan, Wanchun Dou, Bin Zhang
Abstract
531 | PDF Downloads
211 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2757
PDF
Parameters Adaption of Lebesgue Sampling-based Diagnosis and Prognosis for Li-ion Batteries
Wuzhao Yan, Wanchun Dou, Datong Liu, Yu Peng, Bin Zhang
Abstract
319 | PDF Downloads
131 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2764
PDF
Abort Trigger False Positive and False Negative Analysis Methodology for Threshold-based Abort Detection
Kevin J. Melcher, José A. Cruz , Stephen B. Johnson, Yunnhon Lo
Abstract
152 | PDF Downloads
142 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2765
PDF
A Systems Approach To PHM
Thomas D. Mooney
Abstract
134 | PDF Downloads
108 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2766
PDF
Advances in Ultrasonic Imaging for Internal Flaws in Structures
Thompson Vu Nguyen, Simone Sternini, Francesco Lanza di Scalea
Abstract
95 | PDF Downloads
85 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2767
PDF
A V-Diagram for the Design of Integrated Health Management for Unmanned Aerial Systems
Andrew E Heaton, Ip-Shing Fan, Ian K Jennions, Craig Lawso, Jim McFeat
Abstract
274 | PDF Downloads
181 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2768
PDF
Prognostics and Health Management of an Electro-Hydraulic Servo Actuator
andrea mornacchi, giovanni jacazio, Giovanni Jacazio
Abstract
428 | PDF Downloads
914 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2769
PDF
Damage Accumulation: A New Generalized Machine Health and Condition Indicator for Continuous Monitoring
Jacob Loverich, Jeremy Frank, David Kraige, Gary Koopmann, Ashok Belegundu, Michael Grissom
Abstract
231 | PDF Downloads
205 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2770
PDF
Sparse Coding-Based Failure Prediction for Prudent Operation of LED Manufacturing Equipment
Jia-Min Ren, Chuang-Hua Chueh, H. T. Kung
Abstract
111 | PDF Downloads
82 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2771
PDF
A data pipeline for PHM data-driven analytics in large-scale smart manufacturing facilities
peter odonovan, K. Leahy, D. Og Cusac, K. Bruton, D. T. J. O’Sullivan
Abstract
1390 | PDF Downloads
209 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2772
PDF
Poster Presentations
Creep Mechanisms vis-à-vis Power Law vs. Grain Boundary Sliding in α-β Titanium Alloys for Physics Based Prognostics
Amar Kumar, Alka Srivastava, Nita Goel, Avi Banerjee, Ashok K Koul
Abstract
291 | PDF Downloads
432 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2543
PDF
Distributed Fault Detection and Estimation for Cooperative Adaptive Cruise Control System in a Platoon
Zoleikha Abdollahi Biron, Pierluigi Pisu
Abstract
480 | PDF Downloads
255 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2545
PDF
Hardware Development for the Controlled Fault Injection into a Turbofan Engine Air-Bleed Valve
George E. Gorospe, Donald L. Simon, Kai F. Goebel
Abstract
205 | PDF Downloads
196 |
DOI
https://doi.org/10.36001/phmconf.2015.v7i1.2546
PDF
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