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All D&P Group Publications

Journal Publications (PCoE Primary)

  1. A Testbed for Implementing Prognostic Methodologies on Cryogenic Propellant Loading Systems
    C. S. Kulkarni, G. Gorospe, M. J. Daigle, and K. Goebel, IEEE Instrumentation & Measurement Magazine, Vol. 18 No. 4, 5-15, August 2015. abstract | pdf
  2. Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems
    S. Sankararaman and S. Mahadevan, Reliability Engineering and System Safety, Vol. 138 , 194-209, June 2015. abstract | pdf
  3. Qualitative Event-based Diagnosis Applied to a Spacecraft Electrical Power Distribution System
    M. Daigle, I. Roychoudhury, and A. Bregon, Control Engineering Practice, Vol. 38 , 75-91, May 2015. abstract | pdf
  4. Prognostic Health-Management System Development for Electromechanical Actuators
    E. Balaban, A. Saxena, S. Narasimhan, I. Roychoudhury, M. Koopmans, C. Ott, and K. Goebel, AIAA Journal of Aerospace Information Systems, Vol. 12 , 329-344, March 2015. abstract | pdf
  5. Significance, interpretation, and quantification of uncertainty in prognostics and remaining useful life prediction
    S. Sankararaman, Mechanical Systems and Signal Processing, Vol. 52-53 , 228-247, Feb 2015. abstract | pdf
  6. Uncertainty in Prognostics and Systems Health Management
    S. Sankararaman and K. Goebel, International Journal of Prognostics and Health Management, 14 pages, 2015. abstract | pdf
  7. Sequential refinement of uncertainty through Bayesian inference and global sensitivity analysis
    S. Sankararaman, AIAA Journal of Aerospace Information Systems, Vol. 12 No. 1, 49-72, Jan 2015. abstract | pdf
  8. Uncertainty Quantification in Remaining Useful Life Prediction using First-Order Reliability Methods
    S. Sankararaman, M. Daigle, and K. Goebel, IEEE, Transactions on Reliability, Vol. 63 No. 2, 603-619, June 2014. abstract | pdf
  9. Distributed Prognostics Based on Structural Model Decomposition
    M. Daigle, A. Bregon, and I. Roychoudhury, IEEE Transactions on Reliability, Vol. 63 No. 2, 495-510, June 2014. abstract | pdf
  10. Model-based Prognostics with Concurrent Damage Progression Processes
    M. Daigle and K. Goebel, IEEE Transactions on Systems, Man, and Cybernetics, Part A : Systems, Vol. 43 No. 4, 535-546, May 2013. abstract | pdf
  11. Development of a Mobile Robot Test Platform and Methods for Validation of Prognostics-Enabled Decision Making Algorithms
    E. Balaban, S. Narasimhan, M. Daigle, I. Roychoudhury, A. Sweet, C. Bond, and G. Gorospe, International Journal of Prognostics and Health Management, Vol. 4 No. 1, May 2013. abstract | pdf
  12. Bayesian Framework Approach for Prognostic Studies in Electrolytic Capacitor under Thermal Overstress Conditions
    C. S. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, International Journal of Prognostics and Health Management, Vol. 4 No. 1, May 2013. abstract | pdf
  13. Integrating Structural Health Management with Contingency Control for Wind Turbines
    S. Frost, K. Goebel, and L. Obrecht, International Journal of Prognostics and Health Management, Special Issue on Wind Energy, 2013. abstract | pdf
  14. Temperature Stratification in a Cryogenic Fuel Tank
    M. Daigle, J. Boschee, M. Foygel, and V. Smelyanskiy, AIAA Journal of Thermophysics and Heat Transfer, Vol. 27 No. 1, 116-126, January 2013. abstract | pdf
  15. Towards a Model-Based prognostics Methodology for Electrolytic Capacitors: A Case Study Based on Electrical Overstress Accelerated Aging
    J. R. Celaya, C. S. Kulkarni, G. Biswas, and K. Goebel, International Journal of Prognostics and Health Management, Vol. 3 (2) No. 4, 2012. abstract | pdf
  16. A Model-based Prognostics Approach Applied to Pneumatic Valves
    M. Daigle and K. Goebel, International Journal of Prognostics and Health Management, Vol. 2 No. 2, August 2011. abstract | pdf
  17. Model Adaptation for Prognostics in a Particle Filtering Framework
    B. Saha and K. Goebel, International Journal of Prognostics and Health Management, 2010. abstract | pdf
  18. Metrics for Offline Evaluation of Prognostic Performance
    A Saxena, J Celaya, B Saha, S Saha, and K Goebel, International Journal of Prognostics and Health Management, Vol. 1 No. 1, January 2010. abstract | pdf
  19. Comparison of Prognostic Algorithms for Estimating Remaining Useful Life of Batteries
    B. Saha, K. Goebel, and J. Christophersen, Transactions of the Royal UK Institute on Measurement & Control, special issue on Intelligent Fault Diagnosis & Prognosis for Engineering Systems, 293-308, 2009. abstract | pdf
  20. Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework
    B. Saha, K. Goebel, S. Poll, and J. Christophersen, IEEE Transactions on Instrumentation and Measurement, Vol. 58 No. 2, 291-296, 2009. abstract | pdf
  21. Modeling, Detection, and Disambiguation of Sensor Faults for Aerospace Applications
    E. Balaban, P. Bansal, K. F. Goebel, and S. Curran, IEEE Sensors Journal, Vol. 9 No. 12, 1907-1917, December 2009. abstract | pdf
  22. Prognostics in Battery Health Management
    K. Goebel, B. Saha, A. Saxena, J. Celaya, and J. Christophersen, I&M Magazine, Vol. 11 No. 4, 33-40, 2008. abstract | pdf
  23. Predicting Remaining Driving Time and Distance of a Planetary Rover under Uncertainty
    M. J. Daigle and S. Sankararaman, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, . abstract | pdf

Journal Publications (PCoE Co-Author)

  1. Stochastic multidisciplinary analysis under epistemic uncertainty
    C. Liang, S. Mahadevan, and S. Sankararaman, ASME Journal of Mechanical Design, Vol. 137 , 021404 (12 pages), Feb 2015. abstract | pdf
  2. In-situ fatigue life prognosis for composite laminates based on stiffness degradation
    T. Peng, Y. Liu, A. Saxena, and K. Goebel, Journal of Composite Structures, 2015. abstract | pdf
  3. A Recursive Receding Horizon Planning for Unmanned Vehicles
    B. Zhang, L. Tang, J. DeCastro, M. Roemer, and K. Goebel, IEEE Transactions on Industrial Electronics, vol. 62, no. 5, 2912-2920, 2015. abstract | pdf
  4. Bayesian model selection and parameter estimation for fatigue damage progression models in composites
    J. Chiachio, M. Chiachio, A. Saxena, S. Sankararaman, G. Rus, and K. Goebel, International Journal of Fatigue, Vol. 70 , 361-373, Jan 2015. abstract | pdf
  5. An event-based distributed diagnosis framework using structural model decomposition
    A. Bregon, M. Daigle, I. Roychoudhury, G. Biswas, X. Koutsoukos, and B. Pulido, Artificial Intelligence, Vol. 210 , 1-35, May 2014. abstract | pdf
  6. A multi-feature integration method for fatigue crack detection and crack length estimation in riveted lap joints using Lamb waves
    J. He, X. Guan, T. Peng, Y. Liu, A. Saxena, J. Celaya, and K. Goebel, Smart Materials and Structures, Vol. 22 , 2013. abstract | pdf
  7. A novel Bayesian Imaging Method for probabilistic delamination detection of composite materials
    T. Peng, A. Saxena, K. Goebel, Y. Xiang, S. Sankararaman, and Y. Liu, Smart Materials and Structures, Vol. 22 , 2013. abstract | pdf
  8. Prognostics Health Management of Electronic Systems Under Mechanical Shock and Vibration Using Kalman-Filter Models and Metrics
    P. Lall, R. Lowe, and K. Goebel, IEEE Transactions on Industrial Electronics, 2012. abstract | pdf
  9. A Knowledge-Based System Approach for Sensor Fault Modeling, Detection and Mitigation
    J.C. Silva, A. Saxena, E. Balaban, and K. Goebel, Journal of Expert Systems with Applications by Elsevier Science, Vol. 39 No. 2012, 10977-10989, 2012. abstract | pdf
  10. Prognostication based on Resistance-Spectroscopy and Phase Sensitive Detection for Electronics Subjected to Shock-Impact
    P. Lall, R. Lowe, and K. Goebel, ASME Journal of Electronic Packaging, 2012. abstract | pdf
  11. Assessment of Accrued Damage and Remaining Useful Life in Leadfree Electronics Subjected to Multiple Thermal Environments of Thermal Aging and Thermal Cycling
    P. Lall, R. Vaidya, V. More, and K. Goebel, IEEE Transactions on Components, Packaging and Manufacturing Technology, 2012. abstract | pdf
  12. Prognostication of Residual Life and Latent Damage Assessment in Lead-free Electronics Under Thermo-Mechanical Loads
    P. Lall, R. Lowe, and K. Goebel, IEEE Transactions on Industrial Electronics, 2012. abstract | pdf
  13. Dynamical Model of Rocket Propellant Loading with Liquid Hydrogen
    V. Osipov, M. Daigle, C. Muratov, M. Foygel, V. Smelyanskiy, and M. Watson, AIAA Journal of Spacecraft and Rockets, Vol. 48 No. 6, 987-998, November 2011. abstract | pdf
  14. A Survey of Health Management User Objectives Related to Diagnostic and Prognostic Metrics
    K. Wheeler, T. Kurtoglu, and S. Poll, International Journal of Prognostics and Health Management, Vol. 1 No. 3, 2010. abstract | pdf
  15. Empirical Evaluation of Diagnostic Algorithm Performance Using a Generic Framework
    A. Feldman, T. Kurtoglu, S. Narasimhan, S. Poll, D. Garcia, J. de Kleer, L. Kuhn, and A. van Gemund, International Journal of Prognostics and Health Management, Vol. 1 No. 2, 2010. abstract | pdf
  16. Comparison of Two Probabilistic Fatigue Damage Assessment Approaches Using Prognostic Performance Metrics
    X. Guan, R. Jha, Y. Liu, A. Saxena, J. Celaya, and K. Goebel, International Journal of Prognostics and Health Management, Vol. 2(1) No. 5, 2010. abstract | pdf
  17. RSPF-based Prognosis Framework for Estimation of Remaining Useful Life in Energy Storage Devices
    M. Orchard, L. Tang, K. Goebel, and G. Vachtsevanos, Studies in Informatics and Control, Vol. 19 No. 3, 209-218, 2010. abstract | pdf
  18. Precursor Parameter Identification For Insulated Gate Bipolar Transistor (IGBT) Prognostics
    N. Patil, J. Celaya, D. Das, K. Goebel, and M. Pecht, IEEE Transactions on Reliability, Vol. 58 No. 2, 271-276, 2009. abstract | pdf
  19. Condition-based prediction of time-dependent reliability in composites
    J. Chiachio, M. Chiachio, S. Sankararaman, A. Saxena, G. Rus, and K. Goebel, Reliability Engineering and System Safety, . abstract | pdf

Book Chapters (PCoE Primary)

  1. Structural Seismic Reliability Analysis
    S. Sankararaman, "Encyclopedia of Earthquake Engineering", edited by M. Beer, I.A. Kougioumtzoglou, E. Patelli, I.S.K. Au. Springer Berlin Heidelberg, 2015. abstract | pdf
  2. Uncertainty Quantification in Structural Health Monitoring
    S. Sankararaman and S. Mahadevan, "Encyclopedia of Earthquake Engineering", edited by M. Beer, I.A. Kougioumtzoglou, E. Patelli, I.S.K. Au. Springer Berlin Heidelberg, 2015. abstract | pdf
  3. Statistical Approach to Structural Damage Diagnosis under Uncertainty
    S. Sankararaman and S. Mahadevan, "Emerging Design Solutions in Structural Health Monitoring Systems", edited by Diego Alexander Tibaduiza Burgos, Luis Eduardo Mujica, and Jose Rodellar, IGI Global, 2015. abstract | pdf
  4. Fatigue Crack Growth Analysis and Damage Prognosis in Structures
    S. Sankararaman and S. Mahadevan, "Emerging Design Solutions in Structural Health Monitoring Systems", edited by Diego Alexander Tibaduiza Burgos, Luis Eduardo Mujica, and Jose Rodellar, IGI Global, 2015. abstract | pdf
  5. Likelihood-Based Approach for Uncertainty Quantification in Multi-Physics Systems
    S. Sankararaman and S. Mahadevan, Numerical Methods for Reliability and Safety Assessment in Multiscale and Multyphysics Systems, edited by S. Kadry and A.E. Hami, 2014. abstract | pdf
  6. Bayesian Methodology for Uncertainty Quantification in Complex Engineering Systems
    S. Sankararaman and S. Mahadevan, Numerical Methods for Reliability and Safety Assessment in Multiscale and Multyphysics Systems, edited by S. Kadry and A.E. Hami, 2014. abstract | pdf
  7. Prognostics
    K. Goebel, G. Vachtsevanos, and M. Orchard, IVHM: The Technology, Ed.: I. Jennions, SAE International, R-429, ISBN of 978-0-7680-7952-4, Chapter 4, 48-70, 2013. abstract | pdf
  8. Battery Health Management for Electric UAV
    K. Goebel and B. Saha, Handbook of Unmanned Aerial Vehicles (UAVs), Eds. K. Valavanis, G. Vachtsevanos, submitted, 2013. abstract | pdf
  9. IVHM Assessment Metrics
    A. Saxena and M. Roemer, Integrated Vehicle Health Management: The Technology, Ed.: I. Jennions, SAE International, R-429, ISBN of 978-0-7680-7952-4, Chapter 5, 71-86, 2013. abstract | pdf
  10. Safety and IVHM
    K. Goebel, IVHM - Business Case Theory and Practice, Ed.: I. Jennions, SAE International, 109-125, 2012. abstract | pdf
  11. Algorithms and their Impact on Integrated Vehicle Health Management
    K. Goebel and G. Vachtsevanos, Integrated Vehicle Health Management: Perspectives on an Emerging Field: SAE Book R-405, (I. Jennions (ed.), ISBN: 978-0-7680-6432-2, 2011. abstract | pdf
  12. Prognostic Performance Metrics
    K. Goebel, A. Saxena, S. Saha, B. Saha, and J. Celaya, Data Mining in Systems Health Management: Detection, Diagnostics, and Prognostics, Eds: A. Srivastava, J. Han; Chapman & Hall/CRC Press, ISBN 9781439841785, 2011. abstract | pdf
  13. Diagnosis
    A. Patterson-Hine, G. Aaseng, G. Biswas, S. Narasimhan, and K. Pattipati, System Health Management, with Aerospace Applications; Eds: S. Johnson, T. Gormley, S. Kessler, C. Mott, A. Patterson-Hine, K. Reichard, P. Scandura Jr.; J. Wiley, 265-280, 2011. abstract | pdf

Book Chapters (PCoE Co-Author)

  1. Prognostics Design Solutions in Structural Health Monitoring Systems
    J. Chiachio, M. Chiachio, S. Shankararaman, A. Saxena, and K. Goebel, Emerging Design Solutions in Structural Health Monitoring Systems, Eds. D. Tibaduiza Burgos, L. Mujica, J. Rodellar, ISSN: 2326-6139, 234-273, 2015. abstract | pdf
  2. Basic Principles
    G. Vachtsevanos and K. Goebel, Integrated Vehicle Health Management: Perspectives on an Emerging Field: SAE Book R-405, I. Jennions (ed.), ISBN: 978-0-7680-6432-2, 2011. abstract | pdf
  3. A Combined Model-Based and Data-Driven Prognostic Approach for Aircraft System Life Management
    M. Orchard, K. Goebel, and G. Vachtsevanos, Data Mining in Systems Health Management: Detection, Diagnostics, and Prognostics, Eds: A. Srivastava, J. Han; Chapman & Hall/CRC Press, ISBN 9781439841785, 2011. abstract | pdf
  4. Prognostics
    M. Roemer, C. Byington, G. Kacprzynski, G. Vachtsevanos, and K. Goebel, System Health Management, with Aerospace Applications; Eds: S. Johnson, T. Gormley, S. Kessler, C. Mott, A. Patterson-Hine, K. Reichard, P. Scandura Jr.; J. Wiley, 281-295, 2011. abstract | pdf
  5. Advances in Uncertainty Representation and Management for Particle Filtering Applied to Prognostics
    M. Orchard, G. Kacprzynski, K. Goebel, B. Saha, and G. Vachtsevanos, Applications of Intelligent Control to Engineering Systems; Eds: K. P. Valavanis; Springer Netherlands, 23-35, 2009. abstract | pdf

Conference Papers (PCoE Primary)

  1. End-of-discharge and End-of-life Prediction in Lithium-ion Batteries with Electrochemistry-based Aging Models
    M. Daigle and C. Kulkarni, AIAA Infotech@Aerospace, San Diego, CA, January 2016. abstract | pdf
  2. Predicting Real-Time Safety of the National Airspace System
    I. Roychoudhury, L. Spirkovska, M. Daigle, E. Balaban, S. Sankararaman, C. Kulkarni, S. Poll, and K. Goebel, AIAA Infotech@Aerospace, San Diego, CA, January 2016. abstract | pdf
  3. Compound eye sensor for real-time aircraft wing deflection measurement
    S. Frost, G. Gorospe, and C. Teubert, Proceedings of AIAA SciTech Conference, San Diego, CA, January 2016. abstract | pdf
  4. Uncertainty reduction using Bayesian inference and sensitivity analysis: A sequential approach to the NASA Langley Uncertainty Quantification Challenge
    S. Sankararaman, Proceedings of AIAA SciTech Conference, San Diego, CA, January 2016. abstract | pdf
  5. Stochastic Prediction of Remaining Driving Time and Distance for a Planetary Rover
    M. Daigle, S. Sankararaman, and C. Kulkarni, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2015. abstract | pdf
  6. Model-based Prognostics of Hybrid Systems
    M. Daigle, I. Roychoudhury, and A. Bregon, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, October 2015. abstract | pdf
  7. Real-time Prognostics of a Rotary Valve Actuator
    M. Daigle, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, October 2015. abstract | pdf
  8. Remaining useful life prediction through failure probability computation for condition-based prognostics
    S. Sankararaman, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, October 2015. abstract | pdf
  9. Application of Model Based Prognostics to Pneumatic Valves in a Cryogenic Propellant Loading Testbed
    C. Kulkarni, G. Gorospe, M. Daigle, and K. Goebel, Proceedings of AIAA SciTech Conference, Kissimmee, FL, January 2015. abstract | pdf
  10. Towards characterizing the variability in the loading demands of an unmanned aerial vehicle
    S. Sankararaman and K. Goebel, Proceedings of AIAA SciTech Conference, Orlando, FL, January 2015. abstract | pdf
  11. A Testbed for Implementing Prognostic Methodologies on Cryogenic Propellant Loading Systems
    C. Kulkarni, G. Gorospe, M. Daigle, and K. Goebel, Proceedings of IEEE AUTOTESTCON, St. Louis, MO, September 2014. abstract | pdf
  12. Validation of Model-Based Prognostics for Pneumatic Valves in a Demonstration Testbed
    C. Kulkarni, G. Gorospe, M. Daigle, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Fort Worth, TX, 76-85, September 2014. abstract | pdf
  13. Qualitative Event-Based Fault Isolation under Uncertain Observations
    M. Daigle, I. Roychoudhury, and A. Bregon, Proceedings of Annual Conference of the Prognostics and Health Management Society, Fort Worth, TX, 347-355, September 2014. abstract | pdf
  14. Integrated Diagnostics and Prognostics for the Electrical Power System of a Planetary Rover
    M. Daigle, I. Roychoudhury, and A. Bregon, Proceedings of Annual Conference of the Prognostics and Health Management Society, Fort Worth, TX, 128-141, September 2014. abstract | pdf
  15. Uncertainty in Steady-State Diagnostics of a Current-Pressure Transducer: How Confident are we in Diagnosing Faults?
    S. Sankararaman, C. Teubert, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Fort Worth, TX, September 2014. abstract | pdf
  16. Adaptation of an Electrochemistry-based Li-Ion Battery Model to Account for Deterioration Observed Under Randomized Use
    B. Bole, C. Kulkarni, and M. Daigle, Proceedings of Annual Conference of the Prognostics and Health Management Society, Fort Worth, TX, 502-510, September 2014. abstract | pdf
  17. Demonstration of Prognostics-Enabled Decision Making Algorithms on a Hardware Mobile Robot Test Platform
    A. Sweet, G. Gorospe, M. Daigle, J. Celaya, E. Balaban, I. Roychoudhury, and S. Narasimhan, Proceedings of Annual Conference of the Prognostics and Health Management Society, Fort Worth, TX, 142-150, September 2014. abstract | pdf
  18. Are current prognostic performance evaluation practices sufficient and meaningful?
    S. Sankararaman, A. Saxena, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Fort Worth, TX, September 2014. abstract | pdf
  19. Diagnosability-Based Sensor Placement through Structural Model Decomposition
    M. Daigle, I. Roychoudhury, and A. Bregon, Proceedings of the Second European Conference of the Prognostics and Health Management Society, Nantes, France, 33-46, July 2014. abstract | pdf
  20. Online Prediction of Battery Discharge and Estimation of Parasitic Loads for an Electric Aircraft
    B. Bole, M. Daigle, and G. Gorospe, Proceedings of the Second European Conference of the Prognostics and Health Management Society, Nantes, France, 23-32, July 2014. abstract | pdf
  21. Performance evaluation for fleet-based and unit-based prediction Methods
    A. Saxena, S. Sankararaman, and K. Goebel, Proceedings of the Second European Conference of the Prognostics and Health Management Society, Nantes, France, 23-32, July 2014. abstract | pdf
  22. Uncertainty in Prognostics and Health Management: An Overview
    S. Sankararaman and K. Goebel, Proceedings of the Second European Conference of the Prognostics and Health Management Society, Nantes, France, 23-32, July 2014. abstract | pdf
  23. Significance of Uncertainty Quantification in Prognostics and Health Monitoring
    S. Sankararaman and K. Goebel, Proceedings of the Machinery Failure and Prevention Technology Conference, Virginia Beach, May 2014. abstract | pdf
  24. Current/Pressure Transducer Application of Model-Based Prognostics using Steady State Conditions
    C. Teubert and M. Daigle, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2014. abstract | pdf
  25. A Battery Health Monitoring Framework for Planetary Rovers
    M. Daigle and C. Kulkarni, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2014. abstract | pdf
  26. Application of Model-based Prognostics to a Pneumatic Valves Testbed
    M. Daigle, C. Kulkarni, and G. Gorospe, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2014. abstract | pdf
  27. Impact of uncertainty on the diagnostics and prognostics of a current-pressure transducer.
    S. Sankararaman and C. Teubert, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2014. abstract | pdf
  28. Uncertainty in Prognostics: Computational Methods and Practical Challenges
    S. Sankararaman and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2014. abstract | pdf
  29. An Uncertainty Quantification Framework for Prognostics and Condition-based Monitoring
    S. Sankararaman and K. Goebel, Proceedings of AIAA SciTech Conference, National Harbor, MD, Janurary 2014. abstract | pdf
  30. Fatigue Damage Prognosis in FRP Composites by Combining Multi-Scale Degradation Fault Modes in an Uncertainty Bayesian Framework
    M. Chiachio, J.Chiachio, A.Saxena, G.Rus, and K.Goebel, Proceedings of the 9th International Workshop on Structural Health Monitoring, Palo Alto, CA, 1368-1375, September 2013. abstract | pdf
  31. Implementation of Prognostic Methodologies to Cryogenic Propellant Loading Test-bed
    C. Kulkarni, M. Daigle, and K. Goebel, Proceedings of IEEE AUTOTESTCON, Schaumburg, IL, September 2013. abstract | pdf
  32. Towards Requirements in Systems Engineering for Aerospace IVHM Design
    A. Saxena, I. Roychoudhury, W. Lin, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, Boston, MA, August 2013. abstract | pdf
  33. Physics based Degradation Modeling and Prognostics of Electrolytic Capacitors under Electrical Overstress Conditions
    C. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, Boston, MA, August 2013. abstract | pdf
  34. Remaining Useful Life Estimation in Prognosis: An Uncertainty Propagation Problem
    S. Sankararaman and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, Boston, MA, August 2013. abstract | pdf
  35. Integrating Planning, Execution and Diagnosis to Enable Autonomous Mission Operations
    J. Frank, G. Aaseng, M. Dalal, C. Fry, C. Lee, R. McCann, S. Narasimhan, L. Spirkovska, K. Swanson, L. Wang, A. Molin, and L. Garner, Proceedings of 7th Scheduling and Planning Applications woRKshop (SPARK), Rome, Italy, June 2013. abstract | pdf
  36. Uncertainty Quantification in Remaining Useful Life of Aerospace Components using State Space Models and Inverse FORM
    S. Sankararaman and K. Goebel, Proceedings of AIAA Structures, Dynamics, and Materials Conference and Non-Deterministic Approaches Conference, Boston, MA, April 2013. abstract | pdf
  37. Model-Based Diagnosis and Prognosis of a Water Recycling System
    I. Roychoudhury, V. Hafiychuk, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2013. abstract | pdf
  38. A Structural Model Decomposition Framework for Systems Health Management
    I. Roychoudhury, M. Daigle, A. Bregon, and B. Pulido, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2013. abstract | pdf
  39. Analytical Algorithms to Quantify the Uncertainty in Remaining Useful Life Prediction
    S. Sankararaman, M. Daigle, A. Saxena, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2013. abstract | pdf
  40. Integrating Systems Health Management with Decision Making and Controls for Wind Turbines
    S. Frost, K. Goebel, and Mark Balas, Proceedings of the 51st AIAA Aerospace Sciences Meeting/ASME 30th Wind Energy Symposium, 2013. abstract | pdf
  41. Connecting Microscale And Macroscale Damage Models In A Bayesian Framework for Fatigue Damage Prognostics Of CFRP Composites
    J. Chiachio, M. Chiachio, A. Saxena, G. Rus, and K. Goebel, Proceedings of ASME International Mechanical Engineering Congress, San Diego, CA, November 2013. abstract | pdf
  42. SIL/HIL Replication of Electric Aircraft Powertrain Dynamics and Inner-Loop Control for V&V of System Health Management Routines
    B. Bole, C. Teubert, C. Quach, E Hogge, S. Vazquez, K. Goebel, and G. Vachtsevanos, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, October 2013. abstract | pdf
  43. An Energy-Based Prognostic Framework to Predict Fatigue Damage Evolution in Composites
    J. Chiachio, M. Chiachio, A. Saxena, G. Rus, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, October 2013. abstract | pdf
  44. I/P Transducer Application of Model-Based Wear Detection and Estimation using Steady State Conditions
    C. Teubert and M. Daigle, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, October 2013. abstract | pdf
  45. A Modeling Framework for Prognostic Decision Making and its Application to UAV Mission Planning
    E. Balaban and J. J. Alonso, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, 1-12, October 2013. abstract | pdf
  46. Distilling the Verification Process for Prognostics Algorithms
    I. Roychoudhury, A. Saxena, J. Celaya, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, October 2013. abstract | pdf
  47. Wind Turbine Contingency Control Through Generator De-rating
    S. Frost, K.Goebel, and M. Balas, Proceedings of International Conference on Future Technologies for Wind Energy, Laramie, WY, October 2013. abstract | pdf
  48. Qualitative Event-based Diagnosis with Possible Conflicts: Case Study on the Fourth International Diagnostic Competition
    M. Daigle, I. Roychoudhury, and A. Bregon, Proceedings of the 24th International Workshop on Principles of Diagnosis, Jerusalem, Israel, 230-235, October 2013. abstract | pdf
  49. Electrochemistry-based Battery Modeling for Prognostics
    M. Daigle and C. Kulkarni, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, 249-261, October 2013. abstract | pdf
  50. Advanced Methods for Determining Prediction Uncertainty in Model-Based Prognostics with Application to Planetary Rovers
    M. Daigle and S. Sankararaman, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, 262-274, October 2013. abstract | pdf
  51. A Novel Computational Methodology for Uncertainty Quantification in Prognostics Using The Most Probable Point Concept
    S. Sankararaman and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, October 2013. abstract | pdf
  52. Why is the Remaining Useful Life Prediction Uncertain?
    S. Sankararaman and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, October 2013. abstract | pdf
  53. Fourth International Diagnostic Competition - DXC'13
    A. Sweet, A. Feldman, S. Narasimhan, M. Daigle, and S. Poll, Proceedings of the 24th International Workshop on Principles of Diagnosis, Jerusalem, Israel, 224-229, October 2013. abstract | pdf
  54. Markov Modeling of Component Fault Growth Over a Derived Domain of Feasible Output Control Effort Modifications
    B. Bole, K. Goebel, and G. Vachtsevanos, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, September 2012. abstract | pdf
  55. An Approach to Prognostic Decision Making in the Aerospace Domain
    E. Balaban and J. J. Alonso, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, September 2012. abstract | pdf
  56. Uncertainty Representation And Interpretation In Model-Based Prognostics Algorithms Based On Kalman Filter Estimation
    J. R. Celaya, A. Saxena, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, September 2012. abstract | pdf
  57. A Distributed Approach to System-Level Prognostics
    M. Daigle, I. Roychoudhury, and A. Bregon, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, 71-82, September 2012. abstract | pdf
  58. An Efficient Deterministic Approach to Model-based Prediction Uncertainty Estimation
    M. Daigle, A. Saxena, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, 326-335, September 2012. abstract | pdf
  59. Application of Inductive Monitoring System to Plug Load Anomaly Detection
    C. Teubert and S. Poll, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, September 2012. abstract | pdf
  60. Autonomous Decision Making for Planetary Rovers Using Diagnostic and Prognostic Information
    S. Narasimhan, E. Balaban, M. Daigle, I. Roychoudhury, A. Sweet, J. Celaya, and K. Goebel, Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Mexico City, Mexico, August 2012. abstract | pdf
  61. Improving Multiple Fault Diagnosability using Possible Conflicts
    M. Daigle, A. Bregon, G. Biswas, X. Koutsoukos, and B. Pulido, Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Mexico City, Mexico, 144-149, August 2012. abstract | pdf
  62. Qualitative Event-based Diagnosis with Possible Conflicts Applied to Spacecraft Power Distribution Systems
    M. Daigle, A. Bregon, and I. Roychoudhury, Proceedings of the 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Mexico City, Mexico, 265-270, August 2012. abstract | pdf
  63. Designing Data-Driven Battery Prognostic Approaches for Variable Loading Profiles: Some Lessons Learned
    A. Saxena, J. Celaya, I. Roychoudhury, S. Saha, B. Saha, and K. Goebel, Proceedings of the First European Conference of the Prognostics and Health Management Society, Dresden, Germany, July 2012. abstract | pdf
  64. Knowledge-Based System to Support Plug Load Management
    J. da Silva and S. Poll, Proceedings of the First European Conference of the Prognostics and Health Management Society, Dresden, Germany, July 2012. abstract | pdf
  65. Advanced Caution and Warning System for Simulated Fluid Transfer Subsystem of a Deep Space Habitat
    Sriram Narasimhan, Ramon Gonzalez, Liljana Spirkovska, Robert McCann, Jeremy Frank, and Charles Lee, Proceedings of the 23rd International Workshop on Principles of Diagnosis, Great Malvern, UK, July 2012. abstract | pdf
  66. Requirement Flowdown for Prognostics Health Management
    A. Saxena, I. Roychoudhury, J. Celaya, B. Saha, S. Saha, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, Garden Grove, CA, June 2012. abstract | pdf
  67. Using Markov Models of Fault Growth Physics and Environmental Stresses to Optimize Control Actions
    B. Bole, K. Goebel, and G. Vachtsevanos, Proceedings of AIAA Infotech@Aerospace Conference, Garden Grove, CA, June 2012. abstract | pdf
  68. Evaluating the Impact of Unrestricted Operation of Unmanned Aircraft Systems in the National Airspace System
    A. Saxena, I. Roychoudhury, C. Neukom, A. Huang, G. Pisanich, and D. Tran, Proceedings of AIAA Infotech@Aerospace Conference, Garden Grove, CA, June 2012. abstract | pdf
  69. A Discussion On Uncertainty Representation And Interpretation In Model-Based Prognostics Algorithms Based On Kalman Filter Estimation Applied To Prognostics Of Electronics Components
    J. Celaya, A. Saxena, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, Garden Grove, CA, June 2012. abstract | pdf
  70. A Briefing on Metrics and Risks for Autonomous Decision-Making Applied to Aeronautics
    S. Frost, K. Goebel, and J. Celaya, Proceedings of AIAA Infotech@Aerospace Conference, Garden Grove, CA, June 2012. abstract | pdf
  71. Exploration of Risks in Autonomous Decision-Making Applied to Aeronautics
    S. Frost, K. Goebel, and J. Celaya, Proceedings of AIAA Infotech@Aerospace Conference, Garden Grove, CA, June 2012. abstract | pdf
  72. Pilot Study of a Plug Load Management System: Preparing for Sustainability Base
    S. Poll and C. Teubert, Proceedings of IEEE Green Technologies Conference, Tulsa, OK, April 2012. abstract | pdf
  73. Optimizing Battery Life for Electric UAVs using a Bayesian Framework
    B. Saha, P. Quach, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2012. abstract | pdf
  74. A Comparison of Filter-based Approaches for Model-based Prognostics
    M. Daigle, B. Saha, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2012. abstract | pdf
  75. Adaptive Contingency Control: Wind Turbine Operation Integrated with Blade Condition Monitoring
    S. Frost, M. Balas, K. Goebel, and A. Wright, Proceedings of ASME Wind Symposium, 2012. abstract | pdf
  76. Formal Specification and Verification of a Coordination Protocol for an Automated Air Traffic Control System
    Y. Zhao and K. Rozier, Proceedings of the 12th International Workshop on Automated Verification of Critical Systems (AVoCS), 2012. abstract | pdf
  77. Deterministic Compilation of Temporal Safety Properties in Explicit State Model Checking
    K. Rozier and M. Vardi, Proceedings of the 8th Haifa Verification Conference (HVC), 2012. abstract | pdf
  78. Accelerated Aging In Electrolytic Capacitors For Prognostics
    J. Celaya, C. Kulkarni, S. Saha, G. Biswas, and K. Goebel, Proceedings of Annual Reliability and Maintainability Symposium (RAMS), Reno, NV, January 2012. abstract | pdf
  79. Prognostics Approach For Power Mosfet Under Thermal-Stress Aging
    J. Celaya, A. Saxena, C. Kulkarni, S. Saha, and K. Goebel, Proceedings of Annual Reliability and Maintainability Symposium (RAMS), Reno, NV., January 2012. abstract | pdf
  80. Accelerated Aging Experiments for Prognostics of Damage Growth in Composite Materials
    A Saxena, K Goebel, CC Larrosa, V Janapati, S Roy, and F Chang, Proceedings of the 8th International Workshop on Structural Health Monitoring, Palo Alto, CA, September 2011. abstract | pdf
  81. A Mobile Robot Testbed for Prognostics-Enabled Autonomous Decision Making
    E. Balaban, S. Narasimhan, M. Daigle, J. Celaya, I. Roychoudhury, B. Saha, S. Saha, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Montreal, Canada, September 2011. abstract | pdf
  82. A Model-Based Prognostics Methodology For Electrolytic Capacitors Based On Electrical Overstress Accelerated Aging
    J. R. Celaya, C. Kulkarni, G. Biswas, S. Saha, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Montreal, Canada, September 2011. abstract | pdf
  83. Prognostics Of Power Mosfets Under Thermal Stress Accelerated Aging Using Data-Driven And Model-Based Methodologies
    J. R. Celaya, A. Saxena, S. Saha, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Montreal, Canada, September 2011. abstract | pdf
  84. Exploring the Model Design Space for Battery Health Management
    B. Saha, P. Quach, and K. Goebel, Proceedings of IEEE AUTOTESTCON, Baltimore, MD, September 2011. abstract | pdf
  85. Distributed Damage Estimation for Prognostics Based on Structural Model Decomposition
    M. Daigle, A. Bregon, and I. Roychoudhury, Proceedings of Annual Conference of the Prognostics and Health Management Society, Montreal, Canada, 198-208, September 2011. abstract | pdf
  86. Investigating the Effect of Damage Progression Model Choice on Prognostics Performance
    M. Daigle, I. Roychoudhury, S. Narasimhan, S. Saha, B. Saha, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Montreal, Canada, 323-333, September 2011. abstract | pdf
  87. Electronics Health Management
    J. R. Celaya, S. Saha, and K. Goebel, Proceedings of NASA Aviation Safety Annual Technical Meeting, St. Louis, MO, May 2011. abstract | pdf
  88. Accelerated Aging With Electrical Overstress And Prognostics For Power Mosfets
    S. Saha, J. R. Celaya, V. Vashchenko, S. Mahiuddin, and K. F. Goebel, Proceedings of IEEE Energytech, Cleveland, OH, May 2011. abstract | pdf
  89. Experimental Validation of a Prognostic Health Management System for Electro-Mechanical Actuators
    E. Balaban, A. Saxena, S. Narasimhan, I. Roychoudhury, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, St. Louis, MO, March 2011. abstract | pdf
  90. Towards Prognostics Of Electrolytic Capacitors
    J. R. Celaya, C. Kulkarni, G. Biswas, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, St. Louis, MO, March 2011. abstract | pdf
  91. Predicting Battery Life for Electric UAVs
    B. Saha, E. Koshimoto, P. Quach, E. Hogge, T. Strom, B. Hill, S. Vazquez, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, St. Louis, MO, March 2011. abstract | pdf
  92. Integrating Systems Health Management with Adaptive Controls for a Utility-scale Wind Turbine
    S. Frost, K. Goebel, K. Trinh, M. Balas, and A. Frost, Proceedings of AIAA Infotech@Aerospace Conference, St. Louis, MO, March 2011. abstract | pdf
  93. Battery Health Management System for Electric UAVs
    B. Saha, E. Koshimoto, P. Quach, E. Hogge, T. Strom, B. Hill, S. Vazquez, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2011. abstract | pdf
  94. Multiple Damage Progression Paths in Model-based Prognostics
    M. Daigle and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2011. abstract | pdf
  95. Model-based Diagnostics for Propellant Loading Systems
    M. Daigle, M. Foygel, and V. Smelyanskiy, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2011. abstract | pdf
  96. Prognostics for Ground Support Systems: Case Study on Pneumatic Valves
    M. Daigle and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, St. Louis, MO, March 2011. abstract | pdf
  97. Prognostics Of Power Mosfet
    J. R. Celaya, A. Saxena, V. Vashchenko, S. Saha, and K. Goebel, Proceedings of the 23rd International Symposium on Power Semiconductor Devices and ICs, San Diego, CA, 2011. abstract | pdf
  98. An Integrated Model-Based Diagnostic and Prognostic Framework
    I. Roychoudhury and M. Daigle, Proceedings of the 22nd International Workshop on Principles of Diagnosis, Murnau, Germany, October 2011. abstract | pdf
  99. Qualitative Event-based Diagnosis with Possible Conflicts: Case Study on the Third International Diagnostic Competition
    M. Daigle, A. Bregon, and I. Roychoudhury, Proceedings of the 22nd International Workshop on Principles of Diagnosis, Murnau, Germany, 285-292, October 2011. abstract | pdf
  100. Third International Diagnostic Competition - DXC'11
    S. Poll, J. de Kleer, R. Abreau, M. Daigle, A. Feldman, D. Garcia, A. Gonzalez-Sanchez, T. Kurtoglu, S. Narasimhan, and A. Sweet, Proceedings of the 22nd International Workshop on Principles of Diagnosis, Murnau, Germany, October 2011. abstract | pdf
  101. Accelerated Aging System For Prognostics Of Power Semiconductor Devices
    J. R. Celaya, P. Wysocki, V. Vashchenko, S. Saha, and K. Goebel, Proceedings of IEEE AUTOTESTCON, Orlando, FL, September 2010. abstract | pdf
  102. Requirements Specification for Prognostics Performance - An Overview
    A. Saxena, I. Roychoudhury, J. Celaya, S. Saha, B. Saha, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, Atlanta, GA, April 2010. abstract | pdf
  103. Distributed Diagnosis in Uncertain Environments Using Dynamic Bayesian Networks
    I. Roychoudhury, G. Biswas, and X. Koutsoukos, Proceedings of the 9th International Conference on Bond Graph Modeling and Simulation, Orlando, FL, April 2010. abstract | pdf
  104. Distributed Prognostic Health Management with Gaussian Process Regression
    S. Saha, B. Saha, A. Saxena, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2010. abstract | pdf
  105. Evaluating Prognostics Performance for Algorithms Incorporating Uncertainty Estimates
    A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2010. abstract | pdf
  106. Model-based Prognostics under Limited Sensing
    M. Daigle and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2010. abstract | pdf
  107. Tackling V&V for Prognostics
    M. Feather, K. Goebel, and M. Daigle, Proceedings of AIAA SpaceOps Conference, 2010. abstract | pdf
  108. An Adaptive Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-ion Batteries
    J. Liu, A. Saxena, K. Goebel, B. Saha, and W. Wang, Proceedings of Annual Conference of the Prognostics and Health Management Society, Portland, OR, October 2010. abstract | pdf
  109. Airborne Electro-Mechanical Actuator Test Stand for Development of Prognostic Health Management Systems
    E. Balaban, A. Saxena, S. Narasimhan, I. Roychoudhury, K. F. Goebel, and M. T. Koopmans, Proceedings of Annual Conference of the Prognostics and Health Management Society, Portland, OR, October 2010. abstract | pdf
  110. Combining Model-Based and Feature-Driven Diagnosis Approaches - A Case Study on Electromechanical Actuators
    S. Narasimhan, I. Roychoudhury, E. Balaban, and A. Saxena, Proceedings of the 21st International Workshop on Principles of Diagnosis, Portland, OR, October 2010. abstract | pdf
  111. Towards Prognostics Of Power Mosfets: Accelerated Aging And Precursors Of Failure
    J. Celaya, A. Saxena, P. Wysocki, S. Saha, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Portland, OR, October 2010. abstract | pdf
  112. Towards Modeling the Effects of Lightning Injection on Power MOSFETs
    S. Saha, J. Celaya, B. Saha, P. Wysocki, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Portland, OR, October 2010. abstract | pdf
  113. Qualitative Event-based Diagnosis: Case Study on the Second International Diagnostic Competition
    M. Daigle and I. Roychoudhury, Proceedings of the 21st International Workshop on Principles of Diagnosis, Portland, OR, 371-378, October 2010. abstract | pdf
  114. An Event-based Approach to Distributed Diagnosis of Continuous Systems
    M. Daigle, I. Roychoudhury, G. Biswas, and X. Koutsoukos, Proceedings of the 21st International Workshop on Principles of Diagnosis, Portland, OR, 15-22, October 2010. abstract | pdf
  115. Improving Computational Efficiency of Prediction in Model-based Prognostics Using the Unscented Transform
    M. Daigle and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Portland, OR, October 2010. abstract | pdf
  116. Second International Diagnostic Competition - DXC'10
    S. Poll, J. de Kleer, A. Feldman, D. Garcia, T. Kurtoglu, and S. Narasimhan, Proceedings of the 21st International Workshop on Principles of Diagnosis, Portland, OR, 355-369, October 2010. abstract | pdf
  117. On Applying the Prognostic Performance Metrics
    A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  118. Experimental Data Collection and Modeling for Nominal and Fault Conditions on Electro-Mechanical Actuators
    E. Balaban, A. Saxena, P. Bansal, K. Goebel, P. Stoelting, and S.Curran, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  119. Effects Of Lightning Injection On Power-MOSFETs
    J. Celaya, S. Saha, P. Wyscoki, J. J. Ely, N. Truong, G. N. Szatkowski, S. V. Koppen, J. J. Mielnik, R. K. Vaughan, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  120. Towards Accelerated Aging Methodologies And Health Management Of Power Mosfets
    J. R. Celaya, N. Patil, S. Saha, P. Wyscoki, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  121. Effect Of Electrostatic Discharge On Electrical Characteristics Of Discrete Electronic Components
    P. Wysocki, V. Vashchenko, J. Celaya, S. Saha, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  122. Modeling Li-ion Battery Capacity Depletion in a Particle Filtering Framework
    B. Saha and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  123. Effect of Electrostatic Discharge on Electrical Characteristics of Discrete Electronic Components (Technical Brief)
    P. Wysocki, V. Vashchenko, J. Celaya, S. Saha, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  124. Power Management for A Distributed Wireless Health Management Architecture
    S. Saha, B. Saha, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  125. Model-based Prognostics with Fixed-lag Particle Filters
    M. Daigle and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  126. Benchmarking Diagnostic Algorithms on an Electrical Power System Testbed
    T. Kurtoglu, S. Narasimhan, S. Poll, D. Garcia, and S. Wright, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  127. Comprehensive Diagnosis of Complex Electrical Power Systems
    I. Roychoudhury, M. Daigle, G. Biswas, X. Koutsoukos, A. Patterson-Hine, and S. Poll, Proceedings of the 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Barcelona, Spain, July 2009. abstract | pdf
  128. Improving Diagnosability of Hybrid Systems through Active Diagnosis
    M. Daigle, X. Koutsoukos, and G. Biswas, Proceedings of the 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Barcelona, Spain, 217-222, July 2009. abstract | pdf
  129. Developing Large-Scale Bayesian Networks by Composition: Fault Diagnosis of Electrical Power Systems in Aircraft and Spacecraft
    O. Mengshoel, S. Poll, and T. Kurtoglu, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, CA, July 2009. abstract | pdf
  130. Towards a Framework for Evaluating and Comparing Diagnosis Algorithms
    T. Kurtoglu, S. Narasimhan, S. Poll, D. Garcia, L. Kuhn, J. de Kleer, A. van Gemund, and A. Feldman, Proceedings of the 20th International Workshop on Principles of Diagnosis, Stockholm, Sweden, 373-381, June 2009. abstract | pdf
  131. First International Diagnosis Competition - DXC'09
    T. Kurtoglu, S. Narasimhan, S. Poll, D. Garcia, L. Kuhn, J. de Kleer, A. van Gemund, and A. Feldman, Proceedings of the 20th International Workshop on Principles of Diagnosis, Stockholm, Sweden, 383-396, June 2009. abstract | pdf
  132. Applying Model-based Diagnosis to a Rapid Propellant Loading System
    C. Goodrich, S. Narasimhan, M. Daigle, W. Hatfield, R. Johnson, and B. Brown, Proceedings of the 20th International Workshop on Principles of Diagnosis, Stockholm, Sweden, 147-154, June 2009. abstract | pdf
  133. Evaluating Algorithmic Performance Metrics Tailored for Prognostics
    A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2009. abstract | pdf
  134. A Diagnostic Approach for Electro-Mechanical Actuators in Aerospace Systems
    E. Balaban, A. Saxena, P. Bansal, K. Goebel, P. Stoelting, and S.Curran, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2009. abstract | pdf
  135. Communication Optimizations for a Wireless Distributed Prognostic Framework
    S. Saha, B. Saha, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2009. abstract | pdf
  136. Systematic Benchmarking of Diagnostic Technologies for an Electrical Power System Testbed
    T. Kurtoglu, D. Jensen, and S. Poll, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2009. abstract | pdf
  137. Towards Prognostics For Electronics Components
    B. Saha, J. R. Celaya, P. F. Wysocki, and K. F. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2009. abstract | pdf
  138. A Distributed Prognostic Health Management Architecture
    B. Saha, S. Saha, and K. Goebel, Proceedings of MFPT, 2009. abstract | pdf
  139. Applying Model-Based Diagnosis to a Rapid Propellant Loading System
    C. Goodrich, W. Hatfield, R. Johnson, S. Narasimhan, M. Daigle, and B. Brown, Proceedings of Commercial and Government Access to Space Technology Exchange, October 2009. abstract | pdf
  140. An Agile Accelerated Aging, Characterization And Scenario Simulation System For Gate Controlled Power Transistors
    G. Sonnenfeld, K. Goebel, and J. R. Celaya, Proceedings of IEEE AUTOTESTCON, Salt Lake City, UT, September 2008. abstract | pdf
  141. Accelerated Aging Platform for Prognostics of Power Electronics
    G. Sonnenfeld, J. Celaya, and K. Goebel, Proceedings of IEEE AUTOTESTCON, Salt Lake City, UT, September 2008. abstract | pdf
  142. Uncertainty Management for Diagnostics and Prognostics of Batteries using Bayesian Techniques
    B. Saha and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2008. abstract | pdf
  143. Metrics for Evaluating Performance of Prognostic Techniques
    A. Saxena, J. Celaya, E. Balaban, K. Goebel, B. Saha, S. Saha, and M. Schwabacher, Proceedings of International Conference on Prognostics and Health Management, 1-17, 2008. abstract | pdf
  144. Damage Propagation Modeling for Aircraft Engine Run-to-Failure Simulation
    A. Saxena, K. Goebel, D. Simon, and N. Eklund, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract | pdf
  145. Standardizing Research Methods for Prognostics
    S. Uckun, P. Lucas, and K. Goebel, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract | pdf
  146. Distributed Prognostics System Implementation on Wireless Embedded Devices
    S. Saha, B. Saha, and K. Goebel, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract | pdf
  147. A Comparison of Three Data-driven Techniques for Prognostics
    K. Goebel, B. Saha, and A. Saxena, Proceedings of MFPT, 2008. abstract | pdf
  148. A Framework for Systematic Benchmarking of Monitoring and Diagnostic Systems
    T. Kurtoglu, O. Mengshoel, and S. Poll, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract | pdf
  149. Diagnosing Faults in Electrical Power Systems of Spacecraft and Aircraft
    O. Mengshoel, A. Darwiche, K. Cascio, M. Chavira, S. Poll, and S. Uckun, Proceedings of Innovative Applications of Artificial Intelligence Conference, Chicago, IL, 2008. abstract | pdf
  150. An Event-based Approach to Hybrid Systems Diagnosability
    M. Daigle, X. Koutsoukos, and G. Biswas, Proceedings of the 19th International Workshop on Principles of Diagnosis, Blue Mountains, New South Wales, Australia, 47-54, October 2008. abstract | pdf
  151. Using Bayesian Networks for Candidate Generation in Consistency-base Diagnosis
    S. Narasimhan and O. Mengshoel, Proceedings of the 19th International Workshop on Principles of Diagnosis, Blue Mountains, New South Wales, Australia, 307-314, October 2008. abstract | pdf
  152. An Integrated Approach to Battery Health Monitoring using Bayesian Regression, Classification and State Estimation
    B. Saha, K. Goebel, S. Poll, and J. Christopherson, Proceedings of IEEE AUTOTESTCON, Baltimore, MD, September 2007. abstract | pdf
  153. Evaluation, Selection, and Application of Model-Based Diagnosis Tools and Approaches
    S. Poll, A. Patterson-Hine, J. Camisa, D. Nishikawa, L. Spirkovska, D. Garcia, D. Hall, C. Neukom, A. Sweet, S. Yentus, C. Lee, J. Ossenfort, I. Roychoudhury, M. Daigle, G. Biswas, X. Koutsoukos, and R. Lutz, Proceedings of AIAA Infotech@Aerospace Conference, Rohnert Park, CA, May 2007. abstract | pdf
  154. Advanced Diagnostics and Prognostics Testbed
    S. Poll, A. Patterson-Hine, J. Camisa, D. Garcia, D. Hall, C. Lee, O. Mengshoel, D. Nishikawa, J. Ossenfort, A. Sweet, S. Yentand us, I. Roychoudhury, M. Daigle, G. Biswas, and X. Koutsoukos, Proceedings of the 28th International Workshop on Principles of Diagnosis, Nashville, TN, 178-185, May 2007. abstract | pdf
  155. HyDE - A General Framework for Stochastic and Hybrid Modelbased Diagnosis
    S. Narasimhan and L. Brownston, Proceedings of the 28th International Workshop on Principles of Diagnosis, Nashville, TN, 162-169, May 2007. abstract | pdf
  156. Model-Based Fault Detection and Diagnosis System for NASA Mars Subsurface Drill Prototype
    E. Balaban, H. N. Cannon, S. Narasimhan, and L. Brownston, Proceedings of IEEE Aerospace Conference, Big Sky, MT, 1-13, March 2007. abstract | pdf
  157. A Survey of Artificial Intelligence for Prognostics
    M. Schwabacher and K. Goebel, Proceedings of AAAI Fall Symposium: AI for Prognostics (Working Notes), 2007. abstract | pdf
  158. A Bayesian Framework for Remaining Useful Life Estimation
    B. Saha and K. Goebel, Proceedings of AAAI Fall Symposium: AI for Prognostics (Working Notes), 2007. abstract | pdf
  159. Automated Diagnosis of Physical Systems
    S. Narasimhan, Proceedings of International Conference on Accelerator and Large Experimental Physics Control Systems (Invited Talk) (ICALEPCS), Knoxville, TN, 701-705, October 2007. abstract | pdf
  160. Planning to Explore : Using a Coordinated Multisource Infrastructure to Overcome Present and Future Space Flight Planning Challenges
    E. Balaban, M. Orosz, T. Kichkaylo, A. Goforth, A. Sweet, and R. Neches, Proceedings of AAAI Spring Symposium: Distributed Plan and Schedule Management, Stanford, CA, 9-16, September 2006. abstract | pdf
  161. Modular architecture for hybrid diagnostic reasoners
    H. G. Park, A. Barrett, E. Baumann, M. Grage, and S. Narasimhan, Proceedings of the Second IEEE International Conference on Space Mission Challenges for Information Technology (SMC-IT), Pasadena, CA, 277-284, July 2006. abstract | pdf
  162. An Extension to the Kalman filter for an Improved Detection of Unknown Behavior
    E. Benazera and S. Narasimhan, Proceedings of American Control Conference (ACC), Portland, OR, June 2005. abstract | pdf
  163. A Review of Diagnostic Techniques for ISHM Applications
    A. Patterson-Hine, G. Aaseng, G. Biswas, S. Narasimhan, and K. Pattipati, Proceedings of the First International Forum on Integrated System Health Engineering and Management in Aerospace (ISHEM), Napa Valley, CA, November 2005. abstract | pdf
  164. Transient Region Coverage in the Propulsion IVHM Technology Experiment
    E. Balaban, W. Maul, A. Sweet, and C. Fulton, Proceedings of IC-AI’04, Las Vegas, NV, 612–618, June 2004. abstract | pdf
  165. Explanation Constraint Programming for Model-based Diagnosis of Engineered Systems
    S. Narasimhan, L. Brownston, and D. Burrows, Proceedings of IEEE Aerospace Conference, Big Sky, MT, 3495-3501, March 2004. abstract | pdf
  166. Combining Particle Filters and Consistency Based Approaches for Monitoring and Diagnosis of Stochastic Hybrid Systems
    S. Narasimhan, R. Dearden, and E. Benazera, Proceedings of the 15th International Workshop on Principles of Diagnosis, Carcassonne, France, 123-128, 2004. abstract | pdf
  167. A Structural Model Decomposition Framework for Hybrid Systems Diagnosis
    M. Daigle, A. Bregon, and I. Roychoudhury, Proceedings of the International Workshop on Principles of Diagnosis, . abstract | pdf

Conference Papers (PCoE Co-Author)

  1. An Integrated Framework for Distributed Diagnosis of Process and Sensor Faults
    A. Bregon, M. Daigle, and I. Roychoudhury, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2015. abstract | pdf
  2. Battery Certifiication Testbed for Small Satellite Missions
    Z. Cameron, C. Kulkarni, A. Guarneros, K. Goebel, and S. Poll, Proceedings of the IEEE AUTOTESTCON, National Harbour, MA, November 2015. abstract | pdf
  3. Analysis of Electrolytic Capacitor Degradation under Electrical Overstress for Prognostic Studies
    J. Renwick, C. Kulkarni, and J. Celaya, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, October 2015. abstract | pdf
  4. Diagnostic Reasoning using Prognostic Information for Unmanned Aerial Systems
    J. Schumann, I. Roychoudhury, and C. Kulkarni, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, October 2015. abstract | pdf
  5. Enhanced trajectory-based similarity prediction with uncertainty quantification
    J. Lam, S. Sankararaman, and B. Stewart, Proceedings of Annual Conference of the Prognostics and Health Management Society, Fort Worth, TX, September 2014. abstract | pdf
  6. A robust modeling approach for fatigue damage in composites based on Bayesian model selection
    J. Chiachio, M. Chiachio, S. Sankararaman, A. Saxena, and K. Goebel., Proceedings of the American Society for Composites 29th Technical Conference, the 16th US-Japan Conference on Composite Materials, and the ASTM-D30 Meetin, San Diego, CA, Sep 2014. abstract | pdf
  7. Predicting remaining useful life in CRFP laminates under fatigue loads: a new efficient algorithm.
    M. Chiachio, J. Chiachio, S. Sankararaman, A. Saxena, and K. Goebel, Proceedings of the American Society for Composites 29th Technical Conference, the 16th US-Japan Conference on Composite Materials, and the ASTM-D30 Meetin, San Diego, CA, Sep 2014. abstract | pdf
  8. Developing IVHM Requirements for Aerospace Systems
    R. Rajamani, A. Saxena, F. Kramer, M. Augustin, J. B. Schroeder, K. Goebel, G. Shao, I. Roychoudhury, and W. Lin, Proceedings of SAE AeroTech Congress and Exhibition, Montreal, Canada, August 2013. abstract | pdf
  9. Fatigue Damage Diagnosis and Prognosis Using Bayesian Updating
    Tishun Peng, Jingjing He, Yongming Liu, Abhinav Saxena, Jose Celaya, and Kai Goebel, Proceedings of the 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Boston, MA, April 2013. abstract | pdf
  10. Inverse Modeling Using a Wireless Sensor Network (WSN) for Personalized Daylight Harvesting
    R. Paulson, R. Basu, A. Agogino, and S. Poll, Proceedings of the 2nd International Conference on Sensor Networks, Barcelona, Spain, February 2013. abstract | pdf
  11. Probabilistic delamination diagnosis of composite materials using a novel Bayesian Imaging Method
    T. Peng, A. Saxena, K. Goebel, S. Sankararaman, Y. Xiang, and Y. Liu, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, October 2013. abstract | pdf
  12. Battery Charge Depletion Prediction on an Electric Aircraft
    C. Quach, B. Bole, E. Hogge, S. Vazquez, M. Daigle, J. Celaya, A. Weber, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, 503-512, October 2013. abstract | pdf
  13. Degredation Modeling and Remaining Useful Life Prediction of Electrolytic Capacitors under Thermal Overstress Condition Using Particle Filters
    H. Khorasgani, C. Kulkarni, G. Biswas, J. R. Celaya, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, October 2013. abstract | pdf
  14. An Efficient Model-based Diagnosis Engine for Hybrid Systems using Structural Model Decomposition
    A. Bregon, S. Narasimhan, I. Roychoudhury, M. Daigle, B, and Pulido, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, 312-324, October 2013. abstract | pdf
  15. A Cryogenic Fluid System Simulation in Support of Integrated Systems Health Management
    J. Barber, K. Johnston, and M. Daigle, Proceedings of Annual Conference of the Prognostics and Health Management Society, New Orleans, LA, 114-126, October 2013. abstract | pdf
  16. A Reasoning Architecture for Expert Troubleshooting of Complex Processes
    A. Naveed, J. Li, Saha, B. Saha, A. Saxena, and G. Vachtsevanos, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, September 2012. abstract | pdf
  17. Integrated fatigue damage diagnosis and prognosis under uncertainties
    T. Peng, J. He, Y. Liu, A. Saxena, J. Celaya, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, September 2012. abstract | pdf
  18. Accelerated Aging Experiments for Capacitor Health Monitoring and Prognostics
    C. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, Proceedings of IEEE AUTOTESTCON, Anaheim, CA, September 2012. abstract | pdf
  19. Prognostics of Power Electronics, methods and validation experiments
    C. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, Proceedings of IEEE AUTOTESTCON, Anaheim, CA, September 2012. abstract | pdf
  20. Bayesian Framework Approach for Prognostic Studies in Electrolytic Capacitor under Thermal Overstress Conditions
    C. Kulkarni, J. Celaya, K. Goebel, and G. Biswas, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, September 2012. abstract | pdf
  21. An Integrated Framework for Model-based Distributed Diagnosis and Prognosis
    A. Bregon, M. Daigle, and I. Roychoudhury, Proceedings of Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, 416-426, September 2012. abstract | pdf
  22. Physics Based Electrolytic Capacitor Degradation Models for Prognostic Studies under Thermal Overstress
    C. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, Proceedings of the First European Conference of the Prognostics and Health Management Society, Dresden, Germany, July 2012. abstract | pdf
  23. An Integrated Model-Based Distributed Diagnosis and Prognosis Framework
    A. Bregon, M. Daigle, and I. Roychoudhury, Proceedings of the 23rd International Workshop on Principles of Diagnosis, Great Malvern, UK, 3-10, July 2012. abstract | pdf
  24. Prognostics Health Management and Physics based failure Models for Electrolytic Capacitors
    C. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, Garden Grove, CA, June 2012. abstract | pdf
  25. A Model-based Avionic Prognostic Reasoner (MAPR)
    S. Vohnout, B. U. Kim, N. Kunst, B. Gleeson, R. Wagoner, E. Balaban, and K. Goebel, Proceedings of AIAA Infotech@Aerospace Conference, Garden Grove, CA, June 2012. abstract | pdf
  26. FalconSAT-6 Electrical Power Subsystem Diagnostics
    Adams, Richard, Lichter, Matthew, Reilly, J., Narasimhan, Sriram, Zetocha, and Paul, Proceedings of AIAA Infotech@Aerospace Conference, Garden Grove, CA, June 2012. abstract | pdf
  27. Sensing and characterization of EMI during intermittent connector anomalies
    A. E. Ginart, I. N. Ali, J. W. Goldin, P. W. Kalgren, M. J. Roemer, E. Balaban, and J. R. Celaya, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2012. abstract | pdf
  28. New Sensing Application to Diagnose Power Semiconductor Aging in Actuator Power Drive Systems
    I. Ali, A. Ginart, J. Goldin, P. Kalgren, M. Roemer, and S. Poll, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2012. abstract | pdf
  29. Adaptive Load-Allocation for Prognosis-Based Risk Management
    B. Bole, L. Tang, K. Goebel, and G. Vachtsevanos, Proceedings of Annual Conference of the Prognostics and Health Management Society, Montreal, Canada, September 2011. abstract | pdf
  30. Prognostic Modeling and Experimental Techniques for Electrolytic Capacitor Health Monitoring
    C. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, Proceedings of the 8th International Workshop on Structural Health Monitoring, Stanford, CA, September 2011. abstract | pdf
  31. On-line intermittent connector anomaly detection
    A. E. Ginart, I. N. Ali, J. W. Goldin, I. Barlas, M. J. Roemer, and E. Balaban, Proceedings of IEEE AUTOTESTCON, Baltimore, MD, 235 - 239, September 2011. abstract | pdf
  32. Prognostic Techniques for Capacitor Degradation and Health Monitoring
    C. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, Proceedings of The Maintenance & Reliability Conference, MARCON, Knoxville, TN, February 2011. abstract | pdf
  33. Improving Distributed Diagnosis Through Structural Model Decomposition
    A. Bregon, M. Daigle, I. Roychoudhury, G. Biswas, X. Koutsoukos, and B. Pulido, Proceedings of the 22nd International Workshop on Principles of Diagnosis, Murnau, Germany, 195-202, October 2011. abstract | pdf
  34. Integrated Diagnostic/Prognostic Experimental Setup for Capacitor Degradation and Health Monitoring
    C. Kulkarni, J. R. Celaya, G. Biswas, K. Goebel, and X. Koutsoukos, Proceedings of IEEE AUTOTESTCON, Orlando, FL, September 2010. abstract | pdf
  35. A Verification and Validation Methodology for Prognostic Algorithms
    B. Zhang, L. Tang, J. DeCastro, and K. Goebel, Proceedings of IEEE AUTOTESTCON, Orlando, FL, September 2010. abstract | pdf
  36. Tackling Verification and Validation for Prognostics
    M. S. Feather, K. Goebel, and M. Daigle, Proceedings of SpaceOps Conference, April 2010. abstract | pdf
  37. Case Studies for Prognostics-Enhanced Automated Contingency Management for Aircraft Systems
    L. Tang, G. Kacprzynski, K. Goebel, and G. Vachtsevanos, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2010. abstract | pdf
  38. Observer Based Junction Temperature Estimator in Thermoelectrical Aging
    A. Ginart, I. Ali, I.Barlas, P. Kalgren, M. Roemer, and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2010. abstract | pdf
  39. Removing Spikes While Preserving Data and Noise Using Wavelet Filter Banks
    E. Sheybani, O. Mengshoel, and S. Poll, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2010. abstract | pdf
  40. Prognostic Health Monitoring of Damage Progression in Leadfree Electronics under Sequential Exposure to Thermal Aging and Thermal Cycling
    P. Lall, R. Vaidya, V. More, and K. Goebel, Proceedings of IMECE, 2010. abstract | pdf
  41. Assessment of Residual Damage in Leadfree Electronics Subjected to Multiple Thermal Environments of Thermal Aging and Thermal Cycling
    P. Lall, R. Vaidya, V. More, K. Goebel, and Jeff Suhling, Proceedings of ECTC, 2010. abstract | pdf
  42. Prognostics Using Kalman-Filter Models and Metrics For Risk Assessment in BGAs Under Shock and Vibration Loads
    P. Lall, R. Lowe, and K. Goebel, Proceedings of ECTC, 2010. abstract | pdf
  43. PHM-Based Residual Life Computation of Electronics Subjected to a Combination of Multiple Cyclic-Thermal Environments
    P. Lall, R. Vaidrya, V. More, K. Goebel, and J. Suhling, Proceedings of iTHERM, 2010. abstract | pdf
  44. Use of Prognostics in Risk-Based Decision Making for BGAs under Shock and Vibration Loads
    P. Lall, R. Lowe, and K. Goebel, Proceedings of iTHERM, 2010. abstract | pdf
  45. Fault Adaptive Control of Overactuated Systems Using Prognostic Estimation
    B. Bole, D. Brown, H. Pei, K. Goebel, and G. Vachtsevanos, Proceedings of Annual Conference of the Prognostics and Health Management Society, Portland, OR, October 2010. abstract | pdf
  46. Experimental studies of aging in electrolytic capacitors
    C. Kulkarni, J. R. Celaya, G. Biswas, K. Goebel, and X. Koutsoukos, Proceedings of Annual Conference of the Prognostics and Health Management Society, Portland, OR, October 2010. abstract | pdf
  47. Diagnostic/Prognostic Experiments for Capacitor Degradation and Health Monitoring in DC-DC converters
    C. Kulkarni, J. R. Celaya, G. Biswas, K. Goebel, and X. Koutsoukos, Proceedings of Conference on Smart Materials, Adaptive Structures and Intelligent Systems, ASME, Philadelphia, PA, October 2010. abstract | pdf
  48. Impact of Input Uncertainty on Failure Prognostic Algorithms: Extending the Remaining Useful Life of Nonlinear Systems
    D. Edwards, M. Orchard, L. Tang, K. Goebel, and G. Vachtsevanos, Proceedings of Annual Conference of the Prognostics and Health Management Society, Portland, OR, October 2010. abstract | pdf
  49. Modeling SiO2 Ion Impurities Aging in Insulated Gate Power Devices Under Temperature and Voltage Stress
    A. Ginart, I. Ali, J. Celaya, P. Kalgren, S. Poll, and M. Roemer, Proceedings of Annual Conference of the Prognostics and Health Management Society, Portland, OR, October 2010. abstract | pdf
  50. Entropy-based Probabilistic Fatigue Damage Prognosis and Algorithmic Performance Comparison
    X. Guan, Y. Liu, A. Saxena, J. Celaya, and K. Goebel, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  51. A Novel RSPF Approach to Prediction of High-Risk, Low-Probability Failure Events
    M. Orchard, L. Tang, K. Goebel, and G. Vachtsevanos, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  52. Exact Nonlinear Filtering and Prediction in Process Model-Based Prognostics
    J. DeCastro. L. Tang, K. Loparo, K. Goebel, and G. Vachtsevanos, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  53. Prognostics Enhanced Reconfigurable Control of Electro-Mechanical Actuators
    D. Brown, G. Georgoulas, B. Bole, H.-L. Pei, M. Orchard, L. Tang, B. Saha, A. Saxena, K. Goebel, and G. Vachtsevanos, Proceedings of Annual Conference of the Prognostics and Health Management Society, San Diego, CA, September 2009. abstract | pdf
  54. Estimation of Faults in DC Electrical Power System
    D. Gorinevsky, S. Boyd, and S. Poll, Proceedings of American Control Conference, St. Louis, MO, June 2009. abstract | pdf
  55. Experimental and analytical development of health management for electro-mechanical actuators
    M. J. Smith, C. S. Byington, M. J. Watson, S. Bharadwaj, G. Swerdon, K. F. Goebel, and E. Balaban, Proceedings of IEEE Aerospace Conference, Big Sky, MT, 1-14, March 2009. abstract | pdf
  56. Methodologies for Uncertainty Management in Prognostics
    L. Tang, G. Kacprzynski, K. Goebel, and G. Vachtsevanos, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2009. abstract | pdf
  57. Synergistic Experimental and Analytical Development of a Prognostic Health Management System for Electro-Mechanical Actuators
    M. Smith, C. Byington, M. Wattson, S. Bharadwaj, G. Swerdon, K. Goebel, and E. Balaban, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2009. abstract | pdf
  58. A Systems Engineering Approach to Electro-Mechanical Actuator and Prognostic Development
    G. Swerdon, M. Watson, S. Bharadwaj, C. Byington, M. Smithm K. Goebel, and E. Balaban, Proceedings of MFPT, 2009. abstract | pdf
  59. Leading Indicators Based on Impedance Spectroscopy for Prognostication of Electronics under Shock and Vibration Loads
    P. Lall, R. Lowe, J. Suhling, and K. Goebel, Proceedings of INTERPACK, 2009. abstract | pdf
  60. Leading Indicators of Damage for Prognostication of Leadfree Electronics Subjected to Multiple Thermo-Mechanical Environments
    P. Lall, V. More, R. Vaidya, J. Suhling, and K. Goebel, Proceedings of IMECE, 2009. abstract | pdf
  61. Prognostication based on Resistance-Spectroscopy for High Reliability Electronics Under Shock-Impact
    P. Lall, R. Lowe, J. Suhling, and K. Goebel, Proceedings of IMECE, 2009. abstract | pdf
  62. Prognostication of Latent Damage and Residual Life in Leadfree Electroncis Subjected to Multiple Thermal-Environments
    P. Lall, V. More, R. Vaidya, and K. Goebel, Proceedings of ECTC, 2009. abstract | pdf
  63. Remaining Useful-Life Based on Damage Pre-Cursors for Leadfree Electronics Subjected to Multiple Thermal Environments
    P. Lall, R. Vaidya, V. More, J. Suhling, and K. Goebel, Proceedings of InterPACK, 2009. abstract | pdf
  64. Resistance-Spectroscopy Based Condition Monitoring for Prognostication of High Reliability Electronics under Shock-Impact
    P. Lall, R. Lowe, and K. Goebel, Proceedings of ECTC, 2009. abstract | pdf
  65. Electrical and Mechanical Methods for Detecting Liquid Slugging in Reciprocating Compressors
    C. Laughman, R. LaFoy, W. Wichakool, P. Armstrong, S. Leeb, L. Norford, J. Rodriguez, K. Goebel, Ann Patterson−Hine, and N. Lupton, Proceedings of International Compressor Engineering Conference, West Lafayette, IN, July 2008. abstract | pdf
  66. Real-time Probabilistic Forecasting of Wear Degradation using a Macro-scale Physical Model
    A. Khalak and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2008. abstract | pdf
  67. Advances in Uncertainty Representation and Management for Particle Filtering Applied to Prognostics
    M. Orchard, G. Kacprzynski, K. Goebel, B. Saha, and G. Vachtsevanos, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract | pdf
  68. Failure Precursors for Insulated Gate Bipolar Transistors (IGBTs)
    N. Patil, D. Das, K. Goebel, and M. Pecht, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract | pdf
  69. Identification of Failure Precursor Parameters for Insulated Gate Bipolar Transistors (IGBTs)
    N. Patil, D. Das, K. Goebel, and M. Pecht, Proceedings of International Seminar on Power Semiconductors (ISPS), 2008. abstract | pdf
  70. Interrogation of System State for Damage Assessment in Lead-free Electronics Subjected to Thermo-Mechanical Loads
    P. Lall, C. Bhat, M. Hande, V. More, R. Vaidya, J. Suhling, R. Pandher, and K. Goebel, Proceedings of the 58th ECTC, 918-929, 2008. abstract | pdf
  71. Latent Damage Assessent and Prognostication of Residual Life in Airborne Lead-Free Electronics Under Thermo-Mechanical Loads
    P. Lall, C. Bhat, M. Hande, V. More, R. Vaidya, J. Suhling, R. Pandher, and K. Goebel, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract | pdf
  72. Modeling and Analysis of Aging of IGBTs in Power Drives by Ringing Characterization
    A. Ginart. M. Roemer, P. Kalgren, and K. Goebel, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract | pdf
  73. Prognostics-Enhanced Automated Contingency Management for Advanced Autonomous Systems
    L. Tang, G.J. Kacprzynski, K. Goebel, A. Saxena, B. Saha, and G. Vachtsevanos, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract | pdf
  74. Simulation-based Design and Validation of Automated Contingency Management for Propulsion Systems
    Liang Tang, A. Saxena, M. E. Orchard, G. J. Kacprzynski, G. Vachtsevanos, and A. Patterson-Hine, Proceedings of IEEE Aerospace Conference, Big Sky, MT, 1-11, March 2007. abstract | pdf
  75. Automated Contingency Management for Propulsion Systems
    A. Saxena, M. Orchard, L. Tang, B. Zhang, G. Vachtsevanos, Y.J. Lee, and Y. Wardi, Proceedings of European Control Conference, Kos, Greece, 2007. abstract | pdf
  76. Prognostics in the Control Loop
    L. Tang, G. Kacprzynski, M. Orchard, A. Saxena, K. Goebel, and B. Saha, Proceedings of AAAI Fall Symposium: AI for Prognostics (Working Notes), 2007. abstract | pdf
  77. Health-Management Driven Control Reconfiguration Approach for Flight Vehicles
    A. Khalak and K. Goebel, Working Notes of AAAI Fall Symposium: AI for Prognostics, 2007. abstract | pdf
  78. Tracking Logistical Constraints Across Missions and Organizations : A Multipurpose Information Infrastructure
    Michael Orosz, Tatiana Kichkaylo, Edward Balaban, Andre Goforth, Adam Sweet, and Robert Neches, Proceedings of the 2nd IEEE International Conference on Space Mission Challenges for Information Technology (SMC-IT), Pasadena, CA, 2006. abstract | pdf
  79. Aircraft Fault Detection and Classification Using Multi-Level Immune Learning Detection
    D. Wong, S. Poll, and K. KrishnaKumar, Proceedings of AIAA Infotech@Aerospace Conference, Arlington, VA, September 2005. abstract | pdf
  80. Inductive Learning Approaches for Improving Pilot Awareness of Aircraft Faults
    L. Spirkovska, D. Iverson, S. Poll, and A. Pryor, Proceedings of AIAA Infotech@Aerospace Conference, Arlington, VA, September 2005. abstract | pdf
  81. In-flight Fault Detection and Isolation in Aircraft Flight Control Systems
    M. Azam, K. Pattipati, J. Allanach, S. Poll, and A. Patterson-Hine, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2005. abstract | pdf
  82. Addressing the real-world challenges in the development of propulsion IVHM technology experiment (PITEX)
    William A. Maul, Amy Chicatelli, Christopher E. Fulton, Edward Balaban, Adam Sweet, Sandra Claire Hayden, and Anupa Bajwa, Proceedings of AIAA 1st Intelligent Systems Technical Conference, Chicago, IL, January 2004. abstract | pdf
  83. Propulsion IVHM Technology Experiment Overview
    C. M. Meyer, C. Fulton, B. Maul, A. Chicatelli, H. Cannon, A. Bajwa, E. Balaban, and E. Wong, Proceedings of IEEE Aerospace Conference, Big Sky, MT, 859-868, March 2003. abstract | pdf

PCoE Technical Reports

  1. Real-Time Monitoring and Prediction of Airspace Safety
    I. Roychoudhury, L. Spirkovska, M. Daigle, E. Balaban, S. Sankararaman, C. Kulkarni, S. Poll, and K. Goebel, NASA/TM-2015-218928, 2015. abstract | pdf
  2. Lightning Pin Injection Test: Mosfets In "On'' State
    J. J. Ely, T. X. Nguyen, G. N. Szatkowski, S. V. Koppen, J. J. Mielnik, R. K. Vaughan, P. F. Wysocki, J. R. Celaya, and S. Saha, NASA/TM-2011-217047, 2011. abstract | pdf
  3. Lightning Pin Injection Testing On Mosfets
    J. J. Ely, T. X. Nguyen, G. N. Szatkowski, S. V. Koppen, J. J. Mielnik, R. K. Vaughan, P. F. Wysocki, J. R. Celaya, and S. Saha, NASA/TM-2009-215794, 2009. abstract | pdf
  4. Efficient Probabilistic Diagnostics for Electrical Power Systems
    O. J. Mengshoel, M. Chavira, K. Cascio, S. Poll, A. Darwiche, and S. Uckun, NASA/TM-2008-214589, 2008. abstract | pdf
  5. Diagnostic Technology Evaluation Report For On-Board Crew Launch Vehicle
    S. Hayden, N. Oza, R. Mah, R. Mackey, S. Narasimhan, G. Karsai, S. Poll, S. Deb, and M. Shirley, NASA/TM-2006-214552, 2006. abstract | pdf
  6. System Modeling and Diagnostics for Liquefying-Fuel Hybrid Rockets
    S. Poll, D. Iverson, J. Ou, D. Sanderfer, and A. Patterson-Hine, NASA/TM-2003-212270, 2003. abstract | pdf

PCoE Presentations

  1. Prognostics for Microgrid Components
    A. Saxena, misc, Advanced Microgrid Concepts and Technologies Workshop, Beltsville, MD, 2012. abstract | pdf

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