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 319 | PDF Downloads 160 | 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 168 | PDF Downloads 154 | 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 127 | PDF Downloads 107 | 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 120 | PDF Downloads 85 | 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 154 | PDF Downloads 121 | 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 208 | PDF Downloads 161 | 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 153 | PDF Downloads 151 | 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 311 | PDF Downloads 329 | 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 855 | PDF Downloads 636 | 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 2197 | PDF Downloads 108 | 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 154 | PDF Downloads 129 | 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 325 | PDF Downloads 110 | 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 261 | PDF Downloads 143 | 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 177 | PDF Downloads 186 | 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 213 | PDF Downloads 118 | 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 231 | PDF Downloads 103 | 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 169 | PDF Downloads 114 | 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 524 | PDF Downloads 268 | 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 233 | PDF Downloads 126 | 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 261 | PDF Downloads 217 | 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 258 | PDF Downloads 92 | 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 314 | PDF Downloads 204 | 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 3395 | PDF Downloads 3161 | 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 135 | PDF Downloads 102 | 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 149 | PDF Downloads 96 | 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 160 | PDF Downloads 108 | 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 174 | PDF Downloads 120 | 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 122 | PDF Downloads 76 | 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 163 | PDF Downloads 174 | 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 10457 | PDF Downloads 782 | 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 240 | PDF Downloads 105 | 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 172 | PDF Downloads 142 | 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 131 | PDF Downloads 121 | 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 1348 | PDF Downloads 76 | 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 124 | PDF Downloads 70 | 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 133 | PDF Downloads 82 | 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 146 | PDF Downloads 87 | 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 100 | PDF Downloads 76 | 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 265 | PDF Downloads 166 | 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 33177 | PDF Downloads 11926 | 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 179 | PDF Downloads 218 | 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 123 | PDF Downloads 209 | 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 3209 | PDF Downloads 477 | 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 131 | PDF Downloads 85 | 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 79 | PDF Downloads 66 | 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 5730 | PDF Downloads 7406 | 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 179 | PDF Downloads 105 | 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 407 | PDF Downloads 168 | 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 203 | PDF Downloads 221 | 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 209 | PDF Downloads 127 | 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 170 | PDF Downloads 107 | 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 187 | PDF Downloads 98 | 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 362 | PDF Downloads 221 | 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 167 | PDF Downloads 92 | 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 161 | PDF Downloads 93 | 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 150 | PDF Downloads 120 | 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 167 | PDF Downloads 98 | 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 167 | PDF Downloads 139 | 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 141 | PDF Downloads 82 | 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 177 | PDF Downloads 107 | 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 285 | PDF Downloads 132 | 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 605 | PDF Downloads 431 | 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 380 | PDF Downloads 156 | 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 229 | PDF Downloads 82 | 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 121 | PDF Downloads 72 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2765

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A Systems Approach To PHM

Thomas D. Mooney

Abstract 99 | PDF Downloads 68 | 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 71 | PDF Downloads 61 | 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 170 | PDF Downloads 126 | 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 325 | PDF Downloads 741 | 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 175 | PDF Downloads 144 | 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 77 | PDF Downloads 58 | 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 1196 | PDF Downloads 121 | 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