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 1494 | PDF Downloads 480 | 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 658 | PDF Downloads 534 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2559

PDF

Sliding Wear Particle Mass Distribution Assessment for Wear Mode Diagnosis

Surapol Raadnui

Abstract 554 | PDF Downloads 380 | 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 599 | PDF Downloads 387 | 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 616 | PDF Downloads 448 | 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 922 | PDF Downloads 559 | 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 729 | PDF Downloads 513 | 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 986 | PDF Downloads 800 | 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 1645 | PDF Downloads 1162 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2571

PDF

Model-based Prognostics of Hybrid Systems

Matthew Daigle, Indranil Roychoudhury, Anibal Bregon

Abstract 3473 | PDF Downloads 487 | 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 563 | PDF Downloads 470 | 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 942 | PDF Downloads 397 | 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 1000 | PDF Downloads 529 | 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 735 | PDF Downloads 619 | 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 702 | PDF Downloads 517 | 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 1111 | PDF Downloads 465 | 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 728 | PDF Downloads 462 | 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 1098 | PDF Downloads 732 | 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 1064 | PDF Downloads 452 | 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 780 | PDF Downloads 741 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2646

PDF

Real-time Prognostics of a Rotary Valve Actuator

Matthew Daigle

Abstract 1135 | PDF Downloads 370 | 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 1348 | PDF Downloads 716 | 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 4663 | PDF Downloads 3746 | 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 523 | PDF Downloads 467 | 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 601 | PDF Downloads 456 | 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 1016 | PDF Downloads 406 | 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 703 | PDF Downloads 472 | 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 457 | PDF Downloads 330 | 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 649 | PDF Downloads 663 | 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 11708 | PDF Downloads 1587 | 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 1260 | PDF Downloads 448 | 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 629 | PDF Downloads 421 | 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 626 | PDF Downloads 527 | 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 1918 | PDF Downloads 430 | 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 454 | PDF Downloads 363 | 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 730 | PDF Downloads 385 | 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 572 | PDF Downloads 354 | 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 583 | PDF Downloads 359 | 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 759 | PDF Downloads 734 | 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 34249 | PDF Downloads 14174 | 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 674 | PDF Downloads 709 | 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 691 | PDF Downloads 576 | 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 8629 | PDF Downloads 909 | 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 490 | PDF Downloads 357 | 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 568 | PDF Downloads 343 | 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 6311 | PDF Downloads 7752 | 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 720 | PDF Downloads 418 | 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 1478 | PDF Downloads 623 | 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 733 | PDF Downloads 720 | 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 751 | PDF Downloads 814 | 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 847 | PDF Downloads 417 | 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 986 | PDF Downloads 421 | 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 922 | PDF Downloads 654 | 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 572 | PDF Downloads 463 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2724

PDF

Quality Control Based Tool Condition Monitoring

Amit Kumar Jain, Bhupesh Kumar Lad

Abstract 620 | PDF Downloads 397 | 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 642 | PDF Downloads 502 | 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 633 | PDF Downloads 336 | 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 761 | PDF Downloads 472 | 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 645 | PDF Downloads 452 | 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 833 | PDF Downloads 406 | 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 1210 | PDF Downloads 440 | 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 1363 | PDF Downloads 1425 | 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 1396 | PDF Downloads 422 | 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 1060 | PDF Downloads 412 | 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 523 | PDF Downloads 362 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2765

PDF

A Systems Approach To PHM

Thomas D. Mooney

Abstract 427 | PDF Downloads 350 | 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 378 | PDF Downloads 274 | 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 707 | PDF Downloads 506 | 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 1036 | PDF Downloads 1337 | 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 728 | PDF Downloads 548 | 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 379 | PDF Downloads 243 | 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 1752 | PDF Downloads 532 | DOI https://doi.org/10.36001/phmconf.2015.v7i1.2772

PDF

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

Technical Research Papers

Poster Presentations