Vol. 7 No. 1 (2015): Proceedings of the Annual Conference of the PHM Society 2015

Diagnostic Reasoning using Prognostic Information for Unmanned Aerial Systems

Johann Schumann, Indranil Roychoudhury, Chetan Kulkarni

Abstract 605 | PDF Downloads 257 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2548

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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 283 | PDF Downloads 257 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2559

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Sliding Wear Particle Mass Distribution Assessment for Wear Mode Diagnosis

Surapol Raadnui

Abstract 230 | PDF Downloads 197 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2561

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Adapting nearest neighbors-based monitoring methods to irregularly sampled measurements

Ineˆs M. Cec ́ılio, James R. Ottewill, Nina F. Thornhill

Abstract 260 | PDF Downloads 179 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2562

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Model based Online Fault Diagnosis of Automotive Engines using Joint State and Parameter Estimation

Nadeer E P, Amit Patra, Siddhartha Mukhopadhyay

Abstract 295 | PDF Downloads 197 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2563

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Testing Diagnostics Components Supervising Functional Safety Requirements

Mihai Nica, Ingo Pill, Franz Wotawa

Abstract 489 | PDF Downloads 263 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2564

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From Theory to Practice: Model-Based Diagnosis in Industrial Applications

Roxane Koitz, Franz Wotawa

Abstract 305 | PDF Downloads 257 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2565

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Remaining Useful Life Prediction through Failure Probability Computation for Condition-based Prognostics

Shankar Sankararaman

Abstract 459 | PDF Downloads 534 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2566

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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 1156 | PDF Downloads 830 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2571

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Model-based Prognostics of Hybrid Systems

Matthew Daigle, Indranil Roychoudhury, Anibal Bregon

Abstract 2579 | PDF Downloads 234 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2586

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Comparison and ensemble of temperature-based and vibration-based methods for machinery prognostics

James Kuria Kimotho, Walter Sextro

Abstract 259 | PDF Downloads 222 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2596

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Asynchronous Motor Test Bench for the Generation and Current Signal Diagnostics of Accelerated Bearing Damage

Christoph Anger, Christian Preusche, Uwe Klingauf

Abstract 553 | PDF Downloads 193 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2597

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Interactive Multiple-Model Application for Hydraulic Servovalve Health Monitoring

Wlamir Olivares Loesch Vianna, Takashi Yoneyama

Abstract 439 | PDF Downloads 255 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2598

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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 334 | PDF Downloads 319 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2599

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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 345 | PDF Downloads 209 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2601

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Online Monitoring and Fault Diagnosis of Hybrid Systems Using Switched Dynamic Bayesian Networks

Gan Zhou, Gautam Biswas, Wenquan Feng, Xiumei Guan

Abstract 421 | PDF Downloads 206 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2602

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D-matrix Based Fault Modeling for Cryogenic Loading Systems

Anuradha Kodali, Ekaterina Ponizovskaya-Devine, Peter Robinson, Dmitry Luchinsky, Anupa Bajwa

Abstract 321 | PDF Downloads 206 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2604

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Cost-Wise Readiness Enabled Through Condition Based Maintenance Plus (CBM+)

Josh Kennedy, Jim Carter, Matt Carter

Abstract 691 | PDF Downloads 392 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2631

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Variable Selection and Indices Proposal for the Determination of an Aeronautic Valve Degradation

Ananda S. Ribeiro , Takashi Yoneyama, Rodrigo F. Souto, Wallace Turcio

Abstract 448 | PDF Downloads 207 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2645

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Towards a Methodology for Design of Prognostic Systems

Jose Ignacio Aizpurua, Victoria M. Catterson

Abstract 385 | PDF Downloads 363 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2646

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Real-time Prognostics of a Rotary Valve Actuator

Matthew Daigle

Abstract 512 | PDF Downloads 179 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2651

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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 601 | PDF Downloads 371 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2654

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On Accurate and Reliable Anomaly Detection for Gas Turbine Combustors: A Deep Learning Approach

Weizhong Yan, Lijie Yu

Abstract 3994 | PDF Downloads 3326 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2655

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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 239 | PDF Downloads 191 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2656

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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 264 | PDF Downloads 179 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2657

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Cyber Defense of Rotating Machinery Using an Integrated ‘Fuse’ Bearing

Evyatar Cohen, Jacob Bortman, Renata Klein

Abstract 351 | PDF Downloads 206 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2658

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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 302 | PDF Downloads 215 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2659

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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 232 | PDF Downloads 140 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2673

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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 273 | PDF Downloads 318 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2674

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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 10951 | PDF Downloads 1199 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2675

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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 486 | PDF Downloads 194 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2676

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PHM Based Predictive Maintenance Option Model for Offshore Wind Farm O&M Optimization

Xin Lei, Peter A. Sandborn, Navid Goudarzi, Maira A. Bruck

Abstract 246 | PDF Downloads 232 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2677

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Distributed Adaptive Fault-Tolerant Consensus Control of Multi-Agent Systems with Actuator Faults

Mohsen Khalili, Xiaodong Zhang, Yongcan Cao, Jonathan A. Muse

Abstract 246 | PDF Downloads 225 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2678

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Adaptive Multi-scale PHM for Robotic Assembly Processes

Benjamin Y. Choo, Peter A. Beling, Amy E. LaViers, Jeremy A. Marvel, Brian A. Weiss

Abstract 1543 | PDF Downloads 163 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2681

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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 208 | PDF Downloads 168 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2683

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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 284 | PDF Downloads 152 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2684

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Application of Health Management and Diagnostics for Synthetic Aperture Radar (SAR) Payloads

Gregory Bower, Curtis Wrable, Ross Bird , Paul Woodford

Abstract 255 | PDF Downloads 160 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2685

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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 198 | PDF Downloads 160 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2686

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Review of Markov Models for Maintenance Optimization in the Context of Offshore Wind

Rafael Dawid, David McMillan, Matthew Revie

Abstract 415 | PDF Downloads 305 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2709

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Lessons Learned in Implementing a Practical Aircraft System Health Management (ASHM) Syste

Joshua Koelle, Matthew Smith, Peter Sulcs, Greg Kacprzynski, onda Walthall

Abstract 33835 | PDF Downloads 13582 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2710

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Railcar Bogie Performance Monitoring using Mutual Information and Support Vector Machines

Parham Shahidi, Daniel Maraini, Brad Hopkins, Andrew Seidel

Abstract 320 | PDF Downloads 350 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2711

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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 294 | PDF Downloads 327 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2712

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Analysis of Electrolytic Capacitor Degradation under Electrical Overstress for Prognostic Studies

Jason Renwick, Chetan S. Kulkarni, Jose ́ R. Celaya

Abstract 7141 | PDF Downloads 637 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2713

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Direct analysis of non-quadratic phase coupling for detection of linearly modulated signals

Fidel Hernández, Aitzol Iturrospe

Abstract 221 | PDF Downloads 172 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2714

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Analyzing high-dimensional thresholds for fault detection and diagnosis using active learning and Bayesian statistical modeling

yuning He

Abstract 194 | PDF Downloads 144 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2715

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Cost-benefit Analysis of Prognostics and Condition-based Maintenance Concepts for Commercial Aircraft Considering Prognostic Errors

Nico B. Hölzel, Volker Gollnick

Abstract 5936 | PDF Downloads 7514 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2716

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Active Mission Success Estimation through PHM-Informed Probabilistic Modelling

Adam R. Short, Douglas L. Van Bossuyt

Abstract 363 | PDF Downloads 195 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2717

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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 726 | PDF Downloads 337 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2718

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Model-based Reasoning Approach for Automated Failure Analysis: An Industrial Gas Turbine Application

Gulnar Mehdi, Davood Naderi, Giuseppe Ceschini, Mikhail Roshchin

Abstract 384 | PDF Downloads 366 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2719

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Quadrotor Accelerometer and Gyroscope Sensor Fault Diagnosis with Experimental Results

Remus C Avram, Xiaodong Zhang, Jonathan Muse

Abstract 313 | PDF Downloads 260 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2720

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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 331 | PDF Downloads 201 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2721

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An Influence Gauge to Detect and Explain Relations between Measurements and a Performance Indicator

Jérôme Lacaille

Abstract 370 | PDF Downloads 194 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2722

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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 537 | PDF Downloads 352 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2723

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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 287 | PDF Downloads 203 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2724

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Quality Control Based Tool Condition Monitoring

Amit Kumar Jain, Bhupesh Kumar Lad

Abstract 263 | PDF Downloads 180 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2755

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Characterization of Phase Space Topology Using Density: Application to Fault Diagnostics

Mohsen Samadani, Cedrick A. Kitio Kwuimy, C. Nataraj

Abstract 283 | PDF Downloads 217 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2756

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Processing and Interpretation of Crack-Propagation Sensors

Nenad G. Nenadic, Paul A. Ardis, Adrian Hood, Michael G. Thurston, David G. Lewicki

Abstract 277 | PDF Downloads 159 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2759

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Estimating Remaining Useful Life Using Actuarial Methods

Eric Bechhoefer, Rune Schlanbusch, Tor Inge Waag

Abstract 352 | PDF Downloads 258 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2758

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Improved Fault Detection by Appropriate Control of Signal Bandwidth of the TSA

Eric Bechhoefer , Xinghui Zhang

Abstract 265 | PDF Downloads 178 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2760

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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 316 | PDF Downloads 210 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2761

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Neural Network-Based Gear Failure Prediction in a Brushless DC Actuation System

Yan Chen, Christina Lucas, Jay Lee, Michael Buehner

Abstract 526 | PDF Downloads 231 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2762

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A Review of Prognostics and Health Management for Power Semiconductor Modules

Nicolas Degrenne, Jeffrey Ewanchuk, Erwan David, Roman Boldyrjew, Stefan Mollov

Abstract 904 | PDF Downloads 624 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2763

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Battery Capacity Anomaly Detection and Data Fusion

John Weddington, Wuzhao Yan, Wanchun Dou, Bin Zhang

Abstract 660 | PDF Downloads 236 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2757

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Parameters Adaption of Lebesgue Sampling-based Diagnosis and Prognosis for Li-ion Batteries

Wuzhao Yan, Wanchun Dou, Datong Liu, Yu Peng, Bin Zhang

Abstract 428 | PDF Downloads 166 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2764

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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 194 | PDF Downloads 168 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2765

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A Systems Approach To PHM

Thomas D. Mooney

Abstract 171 | PDF Downloads 142 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2766

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Advances in Ultrasonic Imaging for Internal Flaws in Structures

Thompson Vu Nguyen, Simone Sternini, Francesco Lanza di Scalea

Abstract 134 | PDF Downloads 110 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2767

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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 351 | PDF Downloads 240 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2768

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Prognostics and Health Management of an Electro-Hydraulic Servo Actuator

andrea mornacchi, giovanni jacazio, Giovanni Jacazio

Abstract 517 | PDF Downloads 956 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2769

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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 285 | PDF Downloads 247 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2770

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Sparse Coding-Based Failure Prediction for Prudent Operation of LED Manufacturing Equipment

Jia-Min Ren, Chuang-Hua Chueh, H. T. Kung

Abstract 152 | PDF Downloads 106 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2771

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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 1457 | PDF Downloads 258 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2772

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Vol. 7 No. 1 (2015): Proceedings of the Annual Conference of the PHM Society 2015

Technical Research Papers

Poster Presentations