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All PCoE Publications

Journal Publications (PCoE Primary)
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  1. Distributed Prognostics Based on Structural Model Decomposition
    M. Daigle, A. Bregon, and I. Roychoudhury, IEEE Transactions on Reliability, Vol. 63 No. 2, 495-510, 2014. abstract| pdf
  2. 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
  3. 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, 2013. abstract| pdf
  4. 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, 2013. abstract| pdf
  5. Physics Based Degradation Models for Capacitor Prognostics under Thermal Overtress Conditions
    C. S. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, International Journal of Prognostics and Health Management, Vol. 4 No. 1, 2013. abstract| pdf
  6. 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, 2013. abstract| pdf
  7. 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
  8. 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, 2011. abstract| pdf
  9. Model Adaptation for Prognostics in a Particle Filtering Framework
    B. Saha and K. Goebel, International Journal of Prognostics and Health Management, 2010. abstract| pdf
  10. 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, 2010. abstract| pdf
  11. 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
  12. 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
  13. 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, 2009. abstract| pdf
  14. 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
  15. Uncertainty Quantification in Remaining Useful Life Prediction using First-Order Reliability Methods
    S. Sankararaman, M. Daigle, and K. Goebel, IEEE, Transactions on Reliability, (publication imminent). abstract| pdf

Journal Publications (PCoE Co-Author)
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  1. 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, 2014. abstract| pdf
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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, 2011. abstract| pdf
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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

Book Chapters (PCoE Primary)
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  1. 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
  2. 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
  3. 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
  4. Safety and IVHM
    K. Goebel, IVHM - Business Case Theory and Practice, Ed.: I. Jennions, SAE International, 109-125, 2012. abstract| pdf
  5. 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
  6. 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
  7. 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)
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  1. 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
  2. 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
  3. 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
  4. 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)
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  1. 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, 2014. abstract| pdf
  2. 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
  3. 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
  4. 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
  5. An Uncertainty Quantification Framework for Prognostics and Condition-based Monitoring
    S. Sankararaman and K. Goebel, Proceedings of AIAA SciTech Conference, National Harbor, MD, 2014. abstract| pdf
  6. 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
  7. Implementation of Prognostic Methodologies to Cryogenic Propellant Loading Test-bed
    C. Kulkarni, M. Daigle, and K. Goebel, IEEE AUTOTESTCON 2013, IEEE AUTOTESTCON 2013, IEEE AUTOTESTCON 2013 2013. abstract| pdf
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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, October 2013. abstract| pdf
  20. 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, 2013. abstract| pdf
  21. 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
  22. 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
  23. 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
  24. 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, 2013. abstract| pdf
  25. 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, 2013. abstract| pdf
  26. 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, 2013. abstract| pdf
  27. 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, 2013. abstract| pdf
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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
  42. 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
  43. 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
  44. 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
  45. 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
  46. 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
  47. 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
  48. 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
  49. 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
  50. 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
  51. 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, 2012. abstract| pdf
  52. 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, 2012. abstract| pdf
  53. 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., 2012. abstract| pdf
  54. 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
  55. 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
  56. 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
  57. 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
  58. 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
  59. 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
  60. 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
  61. 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, AIAA-2011-1517, March 2011. abstract| pdf
  62. 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, AIAA-2011-1494, March 2011. abstract| pdf
  63. 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, 11.0603, March 2011. abstract| pdf
  64. Exploring the Model Design Space for Battery Health Management
    B. Saha, P. Quach, and K. Goebel, IEEE AUTOTESTCON 2011, IEEE AUTOTESTCON 2011, IEEE AUTOTESTCON 2011 2011. abstract| pdf
  65. 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
  66. 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
  67. 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
  68. 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
  69. 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
  70. 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
  71. 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
  72. 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, 2011. abstract| pdf
  73. Electronics Health Management
    J. R. Celaya, S. Saha, and K. Goebel, Proceedings of NASA Aviation Safety Annual Technical Meeting, St. Louis, MO, 2011. abstract| pdf
  74. 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, 2011. abstract| pdf
  75. 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
  76. 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
  77. 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
  78. 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
  79. 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
  80. 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
  81. Accelerated Aging System For Prognostics Of Power Semiconductor Devices
    J. R. Celaya, P. Wysocki, V. Vashchenko, S. Saha, and K. Goebel, IEEE AUTOTESTCON 2010, IEEE AUTOTESTCON 2010, IEEE AUTOTESTCON 2010 2010. abstract| pdf
  82. 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
  83. 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
  84. Tackling V&V for Prognostics
    M. Feather, K. Goebel, and M. Daigle, Proceedings of AIAA SpaceOps Conference, 2010. abstract| pdf
  85. 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
  86. 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
  87. 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
  88. Model-based Prognostics under Limited Sensing
    M. Daigle and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2010. abstract| pdf
  89. 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
  90. 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, 2010. abstract| pdf
  91. 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
  92. 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
  93. 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
  94. 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
  95. 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
  96. 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
  97. 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
  98. 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
  99. A Distributed Prognostic Health Management Architecture
    B. Saha, S. Saha, and K. Goebel, Proceedings of MFPT, 2009. abstract| pdf
  100. 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
  101. 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
  102. 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
  103. 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
  104. 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
  105. 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
  106. 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
  107. 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
  108. 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
  109. 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
  110. 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
  111. Applying ModelBased 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, 2009. abstract| pdf
  112. 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
  113. 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
  114. 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
  115. 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
  116. An Agile Accelerated Aging, Characterization And Scenario Simulation System For Gate Controlled Power Transistors
    G. Sonnenfeld, K. Goebel, and J. R. Celaya, IEEE AUTOTESTCON 2008, IEEE AUTOTESTCON 2008, IEEE AUTOTESTCON 2008 2008. abstract| pdf
  117. Standardizing Research Methods for Prognostics
    S. Uckun, P. Lucas, and K. Goebel, Proceedings of International Conference on Prognostics and Health Management, 2008. abstract| pdf
  118. 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
  119. Accelerated Aging Platform for Prognostics of Power Electronics
    G. Sonnenfeld, J. Celaya, and K. Goebel, IEEE AUTOTESTCON 2008, IEEE AUTOTESTCON 2008, IEEE AUTOTESTCON 2008 2008. abstract| pdf
  120. A Comparison of Three Data-driven Techniques for Prognostics
    K. Goebel, B. Saha, and A. Saxena, Proceedings of MFPT, 2008. abstract| pdf
  121. Uncertainty Management for Diagnostics and Prognostics of Batteries using Bayesian Techniques
    B. Saha and K. Goebel, Proceedings of IEEE Aerospace Conference, Big Sky, MT, 10.1109/AERO.2008.4526631, March 2008. abstract| pdf
  122. 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
  123. 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
  124. 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
  125. 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
  126. 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
  127. 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
  128. 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
  129. 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
  130. An Integrated Approach to Battery Health Monitoring using Bayesian Regression, Classification and State Estimation
    B. Saha, K. Goebel, S. Poll, and J. Christopherson, IEEE AUTOTESTCON 2007, IEEE AUTOTESTCON 2007, IEEE AUTOTESTCON 2007 2007. abstract| pdf
  131. 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
  132. 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
  133. 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, 2007. abstract| pdf
  134. 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, 2006. abstract| pdf
  135. 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, 2006. abstract| pdf
  136. 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, 2005. abstract| pdf
  137. 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, 2005. abstract| pdf
  138. 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
  139. 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
  140. 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, 2004. abstract| pdf

Conference Papers (PCoE Co-Author)
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  1. 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
  2. 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, October 2013. abstract| pdf
  3. 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
  4. 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
  5. 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
  6. 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, 2013. abstract| pdf
  7. 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, 2013. abstract| pdf
  8. 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, 2013. abstract| pdf
  9. 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
  10. 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
  11. Accelerated Aging Experiments for Capacitor Health Monitoring and Prognostics
    C. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, IEEE AUTOTESTCON 2012, IEEE AUTOTESTCON 2012, IEEE AUTOTESTCON 2012 2012. abstract| pdf
  12. Prognostics of Power Electronics, methods and validation experiments
    C. Kulkarni, J. R. Celaya, G. Biswas, and K. Goebel, IEEE AUTOTESTCON 2012, IEEE AUTOTESTCON 2012, IEEE AUTOTESTCON 2012 2012. abstract| pdf
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. On-line intermittent connector anomaly detection
    A. E. Ginart, I. N. Ali, J. W. Goldin, I. Barlas, M. J. Roemer, and E. Balaban, IEEE AUTOTESTCON 2011, IEEE AUTOTESTCON 2011, 235 - 239, IEEE AUTOTESTCON 2011 2011. abstract| pdf
  24. 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
  25. 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, 2011. abstract| pdf
  26. 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, 2011. abstract| pdf
  27. 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
  28. 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
  29. Integrated Diagnostic/Prognostic Experimental Setup for Capacitor Degradation and Health Monitoring
    C. Kulkarni, J. R. Celaya, G. Biswas, K. Goebel, and X. Koutsoukos, IEEE AUTOTESTCON 2010, IEEE AUTOTESTCON 2010, IEEE AUTOTESTCON 2010 2010. abstract| pdf
  30. 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
  31. 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
  32. A Verification and Validation Methodology for Prognostic Algorithms
    B. Zhang, L. Tang, J. DeCastro, and K. Goebel, IEEE AUTOTESTCON 2010, IEEE AUTOTESTCON 2010, IEEE AUTOTESTCON 2010 2010. abstract| pdf
  33. 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
  34. 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
  35. 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
  36. 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
  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. 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
  41. 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, SMASIS2010-3862, 2010. abstract| pdf
  42. Tackling Verification and Validation for Prognostics
    M. S. Feather, K. Goebel, and M. Daigle, Proceedings of SpaceOps Conference, 2010. abstract| pdf
  43. 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
  44. 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
  45. 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
  46. 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
  47. 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
  48. 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, IPACK2009-89308, 2009. abstract| pdf
  49. 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, IMECE2009-12496, 2009. abstract| pdf
  50. 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
  51. Prognostication based on Resistance-Spectroscopy for High Reliability Electronics Under Shock-Impact
    P. Lall, R. Lowe, J. Suhling, and K. Goebel, Proceedings of IMECE, IMECE2009-13351, 2009. abstract| pdf
  52. 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
  53. 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, IPACK2009-89299, 2009. abstract| pdf
  54. 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
  55. 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
  56. Estimation of Faults in DC Electrical Power System
    D. Gorinevsky, S. Boyd, and S. Poll, Proceedings of American Control Conference, St. Louis, MO, 2009. abstract| pdf
  57. 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
  58. 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
  59. 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
  60. 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
  61. 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
  62. 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
  63. 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, 10.1109/AERO.2008.4526628, March 2008. abstract| pdf
  64. 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, 1437, 2008. abstract| pdf
  65. 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
  66. 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
  67. 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
  68. 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
  69. 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
  70. 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
  71. 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
  72. 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
  73. 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, 2004. abstract| pdf
  74. 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
  75. 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. abstract| pdf
  76. 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. abstract| pdf

Technical Reports
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  1. 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
  2. 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
  3. 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
  4. 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
  5. 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

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

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