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 1370 | PDF Downloads 442 | 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 580 | PDF Downloads 494 | 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 500 | PDF Downloads 344 | 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 554 | PDF Downloads 352 | 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 565 | PDF Downloads 409 | 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 854 | PDF Downloads 512 | 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 661 | PDF Downloads 463 | 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 890 | PDF Downloads 750 | 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 1565 | PDF Downloads 1073 | 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 3313 | PDF Downloads 440 | 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 501 | PDF Downloads 423 | 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 892 | PDF Downloads 361 | 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 898 | PDF Downloads 489 | 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 662 | PDF Downloads 558 | 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 630 | PDF Downloads 454 | 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 1009 | PDF Downloads 419 | 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 667 | PDF Downloads 427 | 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 1021 | PDF Downloads 667 | 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 969 | PDF Downloads 410 | 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 706 | PDF Downloads 694 | 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 1031 | PDF Downloads 327 | 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 1212 | PDF Downloads 674 | 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 4565 | PDF Downloads 3649 | 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 479 | PDF Downloads 420 | 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 534 | PDF Downloads 398 | 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 945 | PDF Downloads 360 | 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 628 | PDF Downloads 428 | 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 408 | PDF Downloads 287 | 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 575 | PDF Downloads 592 | 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 11572 | PDF Downloads 1519 | 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 1123 | PDF Downloads 403 | 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 540 | PDF Downloads 385 | 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 554 | PDF Downloads 477 | 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 1851 | PDF Downloads 382 | 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 412 | PDF Downloads 321 | 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 641 | PDF Downloads 341 | 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 524 | PDF Downloads 325 | 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 520 | PDF Downloads 322 | 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 699 | PDF Downloads 664 | 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 34184 | PDF Downloads 14042 | 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 592 | PDF Downloads 619 | 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 624 | PDF Downloads 533 | 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 8471 | PDF Downloads 866 | 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 440 | PDF Downloads 321 | 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 524 | PDF Downloads 304 | 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 6236 | PDF Downloads 7684 | 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 652 | PDF Downloads 372 | 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 1343 | PDF Downloads 574 | 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 674 | PDF Downloads 650 | 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 670 | PDF Downloads 755 | 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 760 | PDF Downloads 386 | 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 885 | PDF Downloads 375 | 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 852 | PDF Downloads 605 | 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 520 | PDF Downloads 427 | 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 558 | PDF Downloads 357 | 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 565 | PDF Downloads 463 | 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 569 | PDF Downloads 303 | 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 698 | PDF Downloads 422 | 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 579 | PDF Downloads 399 | 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 731 | PDF Downloads 368 | 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 1120 | PDF Downloads 404 | 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 1276 | PDF Downloads 1092 | 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 1269 | PDF Downloads 380 | 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 949 | PDF Downloads 367 | 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 464 | PDF Downloads 335 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2765

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A Systems Approach To PHM

Thomas D. Mooney

Abstract 370 | PDF Downloads 315 | 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 337 | PDF Downloads 234 | 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 631 | PDF Downloads 475 | 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 938 | PDF Downloads 1256 | 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 575 | PDF Downloads 488 | 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 332 | PDF Downloads 218 | 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 1698 | PDF Downloads 482 | 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