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PCoE Publications

Journal Publications (PCoE team members as primary authors)

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1. Towards a Model-Based prognostics Methodology for Electrolytic Capacitors: A Case Study Based on Electrical Overstress Accelerated Aging
   J. Celaya, C. Kulkarni, K. Goebel, G. Biswas, accepted for International Journal of Prognostics and Health Management, 2012. abstract| pdf
2. A Knowledge-Based System Approach for Sensor Fault Modeling, Detection and Mitigation
   J. da Silva, A. Saxena, E. Balaban, K. Goebel, Journal of Expert Systems with Applications, vol. 39, pp. 10977–10989, 2012. abstract| pdf
3. Model-based Prognostics with Concurrent Damage Progression Processes
   M. Daigle and K. Goebel, IEEE Trans. SMC-A, SMCA-11-09-0366, 2012. abstract| pdf
4. A Model-based Prognostics Approach Applied to Pneumatic Valves
   M. Daigle and K. Goebel, International Journal of Prognostics and Health Management, 008, 2011. abstract| pdf
5. Model Adaptation for Prognostics in a Particle Filtering Framework
   B. Saha, K. Goebel, International Journal of Prognostics and Health Management, 006, 2010. abstract| pdf
6. Metrics for Offline Evaluation of Prognostic Performance
   A. Saxena, J. Celaya, B. Saha, S. Saha, K. Goebel, International Journal of Prognostics and Health Management, 001, 2010. abstract| pdf
7. Modeling, Detection, and Disambiguation of Sensor Faults for Aerospace Applications
   E. Balaban, A. Saxena, P. Bansal, K. Goebel, S. Curran, Sensors Journal, IEEE, vol.9, no.12, pp.1907-1917, Dec. 2009. abstract| pdf

Journal Publications (PCoE team members as co-authors)

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1. Prognostication based on Resistance-Spectroscopy and Phase Sensitive Detection for Electronics Subjected to Shock-Impact
   P. Lall, R. Lowe, K. Goebel, ASME Journal of Electronic Packaging Paper,134, 021001, 2012. abstract| pdf
2. 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, K. Goebel, IEEE Transactions on Components, Packaging and Manufacturing Technology, 2012. abstract| pdf
3. Prognostics Health Management of Electronic Systems Under Mechanical Shock and Vibration Using Kalman-Filter Models and Metrics
   P. Lall, R. Lowe, K. Goebel, IEEE Transactions on Industrial Electronics, 2012. abstract| pdf
4. Prognostication of Residual Life and Latent Damage Assessment in Lead-free Electronics Under Thermo-Mechanical Loads
   P. Lall, C. Bhat, M. Hande, V. More, R. Vaidya, K. Goebel, IEEE Transactions on Industrial Electronics, 2010. abstract| pdf
5. RSPF-based Prognosis Framework for Estimation of Remaining Useful Life in Energy Storage Devices
   M. Orchard, L. Tang, K. Goebel, G. Vachtsevanos, Studies in Informatics and Control, Vol. 19, No. 3, pp. 209-218, 2010. abstract| pdf
6. Comparison of Two Probabilistic Fatigue Damage Assessment Approaches Using Prognostic Performance Metrics
   X. Guan, R. Jha, Y. Liu, A. Saxena, J. Celaya, K. Goebel, International Journal of Prognostics and Health Management, 005, 2010. abstract| pdf
7. Precursor Parameter Identification for IGBT Prognostics
   N. Patil, J. Celaya, D. Das, K. Goebel, and M. Pecht, IEEE Transactions on Reliability, Volume 58, Issue 2, pp. 271-276, June 2009. abstract| pdf

Book Chapters (PCoE team members as primary authors)

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1. The Role of Safety in IVHM
   K. Goebel, IVHM, the Business Case, Eds. I. Jennions, SAE book, submitted, 2012. abstract| pdf
2. Algorithms and their Impact on Integrated Vehicle Health Management - Chapter 7
   K. Goebel, 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
3. Prognostic Performance Metrics
   K. Goebel, A. Saxena, S. Saha, B. Saha, 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
4. Modeling, Detection, and Disambiguation of Sensor Faults for Aerospace Applications, Sensors Journal, IEEE
   E. Balaban, A. Saxena, P. Bansal, K. Goebel, S. Curran, vol.9, no.12, Dec. 2009, pp.1907-1917, 2009. abstract| pdf
5. Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework, IEEE Transactions on Instrumentation and Measurement
   B. Saha, K. Goebel, S. Poll and J. Christophersen, Vol. 58, No. 2, pp. 291-296, 2009 abstract| pdf
6. 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, pp. 293-308, 2008 abstract| pdf
7. Prognostics in Battery Health Management
   K. Goebel, B. Saha, A. Saxena, J. Celaya, and J. Christophersen, I&M Magazine, Vol. 11, No. 4, pp. 33-40, 2008 abstract| pdf

Book Chapters (PCoE team members as co-authors)

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1. Basic Principles - Chapter 6
   G. Vachtsevanos, 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, 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. An Overview of Selected Prognostic Technologies with Reference to an Integrated PHM Architecture
   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, 2011. abstract| pdf
4. Precursor Parameter Identification for IGBT Prognostics
   N. Patil, J. Celaya, D. Das, K. Goebel, and M. Pecht, IEEE Transactions on Reliability, Volume 58, Issue 2, June 2009, pp. 271-276 , 2009 abstract| pdf

Conference Papers (PCoE team members as primary authors)

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1. Markov Modeling of Component Fault Growth Over A Derived Domain of Feasible Output Control Effort Modifications
   B. Bole, K. Goebel, G. Vachtsevanos, Proceedings of Annual Conference of the PHM Society, 2012. abstract| pdf
2. An Efficient Deterministic Approach to Model-based Prediction Uncertainty
   M. Daigle, A. Saxena, K. Goebel, Proceedings of Annual Conference of the PHM Society, 2012. abstract| pdf
3. Uncertainty Representation and Interpretation in Model-based Prognostics Algorithms based on Kalman Filter Estimation
   J. Celaya, A. Saxena, K. Goebel, Proceedings of Annual Conference of the PHM Society (best application paper), 2012. abstract| pdf
4. Designing Data-Driven Battery Prognostic Approaches for Variable Loading Profiles: Some Lessons Learnt
   A. Saxena, J. Celaya, I. Roychoudhury, S. Saha, B. Saha, K. Goebel, Proceedings of First European Conference of the PHM Society 2012 (PHM-E'12), 2012. abstract| pdf
5. Exploration of Risks in Autonomous Decision-Making Applied to Aeronautics
   S. Frost, K. Goebel, J. Celaya, Proceedings of 2012 Infotech@AIAA Conference, 2012. abstract| pdf
6. Requirement Flowdown for Prognostics Health Management
   A. Saxena, I. Roychoudhury, J. Celaya, B. Saha, S. Saha, K. Goebel, Proceedings of 2012 Infotech@AIAA Conference, 2012. abstract| pdf
7. Using Markov Models of Fault Growth Physics and Environmental Stresses to Optimize Control Actions
   B. Bole, K. Goebel, G. Vachtsevanos, Proceedings of 2012 Infotech@AIAA Conference, 2012. abstract| pdf
8. 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, K. Goebel, Proceedings of 2012 Infotech@AIAA Conference, 2012. abstract| pdf
9. Autonomous Decision Making for Planetary Rovers Using Diagnostic and Prognostic Information
   N. Narasimhan, E. Balaban, M. Daigle, I. Roychoudhury, A. Sweet, J. Celaya, K. Goebel, Proceedings of 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Safeprocess 2012. abstract| pdf
10. Formal Specification and Verification of a Coordination Protocol for an Automated Air Traffic Control System
    Y. Zhao, K. Rozier, Proceedings of the 12th International Workshop on Automated Verification of Critical Systems (AVoCS 2012), 2012, abstract| pdf
11. Deterministic Compilation of Temporal Safety Properties in Explicit State Model Checking
    K. Rozier, M. Vardi, Proceedings of 8th Haifa Verification Conference (HVC2012), 2012, abstract| pdf
12. Optimizing Battery Life for Electric UAVs using a Bayesian Framework
    B. Saha, P. Quach, K. Goebel, Proceedings of 2012 IEEE Aerospace Conference, 2012. abstract| pdf
13. A Comparison of Filter-based Approaches for Model-based Prognostics
    M. Daigle, B. Saha, K. Goebel, Proceedings of 2012 IEEE Aerospace Conference, 2012. abstract| pdf
14. Accelerated Aging in Electrolytic Capacitors for Prognostics
    J. Celaya, C. Kulkarni, S. Saha, G. Biswas, K. Goebel, Proceedings of 2012 Reliability and Maintainability Symposium (RAMS), 2012. abstract| pdf
15. Prognostics Approach for Power MOSFET under Thermal-Stress Aging
    J. Celaya, A. Saxena, C. Kulkarni, S. Saha, K. Goebel, Proceedings of 2012 Reliability and Maintainability Symposium (RAMS), 2012. abstract| pdf
16. Adaptive Contingency Control: Wind Turbine Operation Integrated with Blade Condition Monitoring
    S. Frost, M. Balas, K. Goebel, A. Wright, Proceedings of ASME Wind Symposium 2012, 2012. abstract| pdf
17. A Mobile Robot Testbed for Prognostics-Enabled Autonomous Decision Making
    E. Balaban, S. Narasimhan, M. Daigle, J. Celaya, I. Roychoudhury, B. Saha, S. Saha, K. Goebel, Proceedings of Annual Conference of the PHM Society 2011, 2011. abstract| pdf
18. Exploring the Model Design Space for Battery Health Management
    B. Saha, P. Quach, K. Goebel, Proceedings of Annual Conference of the PHM Society 2011, 2011. abstract| pdf
19. Prognostics for Package Induced Failure of Power MOSFETs
    J. Celaya, A. Saxena, S. Saha, K. Goebel, Proceedings of Annual Conference of the PHM Society 2011. abstract| pdf
20. A Prognostics Methodology for Electrolytic Capacitors Based on Electrical Overstress Accelerated Aging
    J. Celaya, C. Kulkarni, G. Biswas, S. Saha, K. Goebel, Proceedings of Annual Conference of the PHM Society 2011 (best application paper), 2011. abstract| pdf
21. Investigating the Effect of Damage Progression Model Choice on Prognostics Performance
    M. Daigle, I. Roychoudhury, S. Narasimhan, S. Saha, B. Saha, K. Goebel, Proceedings of Annual Conference of the PHM Society 2011 (best theoretical paper), 2011. abstract| pdf
22. Adaptive Load-Allocation for Prognosis-Based Risk Management
    B. Bole, L. Tang, K. Goebel, G. Vachtsevanos, Proceedings of Annual Conference of the PHM Society 2011. abstract| pdf
23. Prognostics of Power MOSFET
    J. Celaya, S. Saha, A. Saxena, V. Vashchenko, K. Goebel, Proceedings of 23rd International Symposium on Power Semiconductor Devices & Ics, 2011. abstract| pdf
24. Accelerated Aging with Electrical Overstress and Prognostics for Power MOSFETs
    S. Saha, J. Celaya, V. Vashchenko, K. Goebel, Proceedings of EnergyTech2011, 2011. abstract| pdf
25. Prognostics for Ground Support Systems: Case Study on Pneumatic Valves
    M. Daigle and K. Goebel, Proceedings of Infotech@AIAA 2011, AIAA-2011-1552, 2011. abstract| pdf
26. Towards Prognostics of Electrolytic Capacitors
    J. Celaya, C. Kulkarni, G. Biswas, K. Goebel, Proceedings of Infotech@AIAA 2011, AIAA-2011-1519, 2011. abstract| pdf
27. Experimental Validation of a Prognostic Health Management System for Electro-Mechanical Actuators
    E. Balaban, I. Roychudchori, S. Narasimhan, K. Goebel, Proceedings of Infotech@AIAA 2011, AIAA-2011-1518, 2011. abstract| pdf
28. Predicting Battery Life for Electric UAVs
    B. Saha, E. Koshimoto, P. Quach, E. Hogge, T. Strom, B. Hill, S. Vazquez, K. Goebel, Proceedings of Infotech@AIAA 2011, AIAA-2011-1517, 2011. abstract| pdf
29. Integrating Systems Health Management with Adaptive Controls for a Utility-scale Wind Turbine
    S. Frost, K. Trinh, K. Goebel, A. Frost, Proceedings of Infotech@AIAA 2011, AIAA-2011-1494, 2011. abstract| pdf
30. Battery Health Management System for Electric UAVs
    B. Saha, E. Koshimoto, P. Quach, E. Hogge, T. Strom, B. Hill, S. Vazquez, K. Goebel, Proceedings of IEEE Aerospace conference 2011, 11.0603, 2011. abstract| pdf
31. Multiple Damage Progression Paths in Model-Based Prognostics
    M. Daigle and K. Goebel, Proceedings of IEEE Aerospace conference 2011, 11.0401, 2011. abstract| pdf
32. Towards Modeling the Effects of Lightning Injection on Power MOSFETs
    S. Saha, J. Celaya, B. Saha, P. Wysocki, K. Goebel, Proceedings of Annual Conference of the PHM Society 2010. abstract| pdf
33. Towards Prognostics of Power MOSFETs: Accelerated Aging and Precursors of Failure
    J. Celaya, A. Saxena, P. Wysocki, S. Saha, K. Goebel, Proceedings of Annual Conference of the PHM Society 2010. abstract| pdf
34. Airborne Electro-Mechanical Actuator Test Stand for Development of Prognostic Health Management Systems
    E. Balaban, A. Saxena, S. Narasimhan, I. Roychoudhury, K. Goebel, M. Koopmans, Proceedings of Annual Conference of the PHM Society 2010. abstract| pdf
35. Improving Computational Efficiency of Prediction in Model-based Prognostics Using the Unscented Transform
    M. Daigle, K. Goebel, Proceedings of Annual Conference of the PHM Society 2010. abstract| pdf
36. Accelerated Aging System for Prognostics of Power Semiconductor Devices
    J. Celaya, P. Wysocki, V. Vashchenko, S. Saha, K. Goebel, Proceedings of Autotestcon 2010. abstract| pdf
37. Requirements Specification for Prognostics Performance - An Overview
    A. Saxena, K. Goebel, Proceedings of AIAA@Infotech 2010. abstract| pdf
38. Distributed Prognostic Health Management with Gaussian Process Regression
    S. Saha, B. Saha, A. Saxena, and K. Goebel, Proceeding of IEEE Aerospace conference 2010. abstract| pdf
39. Evaluating Prognostics Performance for Algorithms Incorporating Uncertainty Estimates
    A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel, Proceeding of IEEE Aerospace conference 2010. abstract| pdf
40. Model-based Prognostics under Limited Sensing
    M. Daigle and K. Goebel, Proceeding of IEEE Aerospace conference 2010. abstract| pdf
41. Fault Adaptive Control of Overactuated Systems Using Prognostic Estimation
    B.M. Bole, D. W. Brown, H. Pei, K. Goebel, G. Vachtsevanos, Proceedings of Annual Conference of the PHM Society 2010. abstract| pdf
42. On Applying the Prognostic Performance Metrics
    A. Saxena, J. Celaya, B. Saha, S. Saha, K. Goebel, Proceedings of Annual Conference of the PHM Society 2009. abstract| pdf
43. Towards Accelerated Aging Methodologies and Health Management of Power MOSFETs
    J. Celaya, N. Patil, S. Saha, P. Wysocki, and K. Goebel, Proceedings of Annual Conference of the PHM Society 2009. abstract| pdf
44. Power Management for A Distributed Wireless Health Management Architecture
    S. Saha, B. Saha, and K. Goebel, Proceedings of Annual Conference of the PHM Society 2009. abstract| pdf
45. Effects of Lightning Injection on Power-MOSFETs - Technical Brief
    J. Celaya, S. Saha, P. Wysocki, J. Ely, T. Nguyen, G. Szatkowski, S. Koppen, J. Mielnik, R. Vaughan, K. Goebel, Proceedings of Annual Conference of the PHM Society 2009. abstract| pdf
46. Modeling Li-ion Battery Capacity Depletion in a Particle Filtering Framework
    B. Saha, K. Goebel, Proceedings of Annual Conference of the PHM Society 2009. abstract| pdf
47. Experimental Data Collection and Modeling for Nominal and Fault Conditions on Electro-Mechanical Actuators
    E. Balaban, A. Saxena, K. Goebel, C. Byington, M. Watson, S. Bharadwaj, M. Smith, Proceedings of Annual Conference of the PHM Society 2009. abstract| pdf
48. Model-based Prognostics with Fixed-lag Particle Filters
    M. Daigle and K. Goebel, Proceedings of Annual Conference of the PHM Society 2009. abstract| pdf
49. A Distributed Prognostic Health Management Architecture
    S. Saha, B. Saha, and K. Goebel, Proceedings of MFPT 2009. abstract| pdf
50. 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 2009. abstract| pdf
51. Evaluating Algorithmic Performance Metrics Tailored for Prognostics
    A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel, Proceedings of IEEE Aerospace conference 2009. abstract| pdf
52. Communication Optimizations for a Wireless Distributed Prognostic Framework
    S. Saha, B. Saha, and K. Goebel, Proceedings of IEEE Aerospace conference 2009. abstract| pdf
53. J. Celaya, B. Saha, P. Wysocki, and K. Goebel, "Prognostics for Electronics Components of Avionics Systems" Proceedings of IEEE Aerospace conference 2009. abstract| pdf
54. 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
55. A Survey of Metrics for Performance Evaluation of Prognostics
    A. Saxena, J. Celaya, E. Balaban, K. Goebel, B. Saha, S. Saha, and M. Schwabacher, Proceedings of International Conference on Prognostics and Health Management 2008. abstract| pdf
56. Damage Propagation Modeling for Aircraft Engine Run-to-Failure Simulation
    A. Saxena, K. Goebel, D. Simon, N. Eklund, Proceedings of International Conference on Prognostics and Health Management 2008. abstract| pdf
57. A Comparison of Three Data-driven Techniques for Prognostics
    K. Goebel, B. Saha, and A. Saxena, Proceedings of MFPT 2008. abstract| pdf
58. Uncertainty Management for Diagnostics and Prognostics of Batteries using Bayesian Techniques
    B. Saha and K. Goebel, Proceedings of IEEE Aerospace conference 2008, 10.1109/AERO.2008.4526631, 2008. abstract| pdf
59. A Survey of Artificial Intelligence for Prognostics
    M. Schwabacher and K. Goebel, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007. abstract| pdf
60. A Bayesian Framework for Remaining Useful Life Estimation
    B. Saha and K. Goebel, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007. abstract| pdf
61. An Integrated Approach to Battery Health Monitoring using Bayesian Regression, Classification and State Estimation
    B. Saha, K. Goebel, S. Poll, J. Christopherson, Proceedings of AUTOTESTCON 2007. abstract| pdf
62. Comparison of Relevance Vector Machines with Particle Filters for Prognostics
    B. Saha and K. Goebel, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007 abstract| pdf

Conference Papers (PCoE team members as co-authors)

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1. Bayesian Framework Approach for Prognostic Studies in Electrolytic Capacitor under Thermal Overstress Conditions
   C. Kulkarni, J. Celaya, K. Goebel, Proceedings of Annual Conference of the PHM Society (best application paper), 2012. abstract| pdf
2. Integrated fatigue damage diagnosis and prognosis under uncertainties
   T. Peng, J. He, Y. Liu, A. Saxena, J. Celaya, K. Goebel, Proceedings of Annual Conference of the PHM Society, 2012. abstract| pdf
3. Prognostics of Power Electronics, methods and validation testbeds
   C. Kulkarni, J. Celaya, G. Biswas, K. Goebel, Proceedings of 2012 Autotestcon conference, 2012. abstract| pdf
4. Accelerated Aging Experiments for Capacitor Health Monitoring and Prognostics
   C. Kulkarni, J. Celaya, G. Biswas, K. Goebel, Proceedings of 2012 Autotestcon conference, 2012. abstract| pdf
5. Physics Based Electrolytic Capacitor Degaradation Models for Prognostic Studies under Thermal Overstress
   C. Kulkarni, J. Celaya, K. Goebel, G. Biswas, Proceedings of First European Conference of the PHM Society 2012 (PHM-E'12), 2012. abstract| pdf
6. Prognostics Health Management and Physics based failure Models for Electrolytic Capacitors
   C. Kulkarni, J. Celaya, G. Biswas, K. Goebel, Proceedings of 2012 Infotech@AIAA Conference (Best Paper), 2012. abstract| pdf
7. Aging Methodologies and Prognostic Health Management for Electrolytic Capacitors
   C. Kulkarni, G. Biswas, X. Koutsoukos, J. Celaya, K. Goebel, Proceedings of Annual Conference of the PHM Society 2010. abstract| pdf
8. An Adaptive Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-ion Batteries
   J. Liu, A. Saxena, K. Goebel, B. Saha, W. Wang, Proceedings of Annual Conference of the PHM Society 2010. abstract| pdf
9. Diagnostic/Prognostic Experiments for Capacitor Degradation and Health Monitoring in DC-DC converters
   G. Biswas, C. Kulkarni, J. Celaya, K. Goebel, Proceedings of ASME 2010 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, 2010. abstract| pdf
10. Integrated Diagnostic/Prognostic Experimental Setup for Capacitor Degradation and Health Monitoring
    C. Kulkarni, G. Biswas, X. Koutsoukos, K. Goebel, J. Celaya, Proceedings of Autotestcon 2010 (best paper with student author), 2010. abstract| pdf
11. Tackling V&V for Prognostics
    M. Feather, K. Goebel, M. Daigle, Proceedings of AIAA SpaceOps Conference 2010. abstract| pdf
12. Physics of Failure Models for Capacitor Degradation in DC-DC Converters
    C. Kulkarni, G. Biswas, X. Koutsoukos, K. Goebel, J. Celaya, Proceedings of The Maintenance & Reliability Conference, MARCON 2010, Knoxville, TN, Feb. 2010. abstract| pdf
13. Tackling V&V for Prognostics
    M. Feather, K. Goebel, M. Daigle, Proceedings of AIAA SpaceOps Conference 2010. abstract| pdf
14. 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 PHM Society 2009. abstract| pdf
15. 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 PHM Society 2009. abstract| pdf
16. Effect of Electrostatic Discharge on Electrical Characteristics of Discrete Electronic Components (Technical Brief)
    P. Wysocki, V. Vashchenko, J. Celaya, S. Saha, K. Goebel, Proceedings of Annual Conference of the PHM Society 2009. abstract| pdf
17. Entropy-based Probabilistic Fatigue Damage Prognosis and Algorithmic Performance Comparison
    X. Guan, Y. Liu, A. Saxena, J. Celaya, K. Goebel, Proceedings of Annual Conference of the PHM Society 2009. abstract| pdf
18. Standardizing Research Methods for Prognostics
    S. Uckun, P. Lucas, and K. Goebel, Proceedings of International Conference on Prognostics and Health Management 2008. abstract| pdf
19. 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
20. Accelerated Aging Platform for Prognostics of Power Electronics
    G. Sonnenfeld, J. Celaya, and K. Goebel, Proceedings of IEEE AUTOTESTCON 2008. abstract| pdf
21. Real-time Probabilistic Forecasting of Wear Degradation using a Macro-scale Physical Model
    A. Khalak and K. Goebel, Proceedings of IEEE Aerospace conference 2008, 10.1109/AERO.2008.4526628, 2008. abstract| pdf
22. Prognostics in the Control Loop
    L. Tang, G. Kacprzynski, M. Orchard, A. Saxena, K. Goebel, and B. Saha, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007. abstract| pdf
23. Health-Management Driven Control Reconfiguration Approach for Flight Vehicles
    A. Khalak and K. Goebel, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007. abstract| pdf
24. Prognostic Health Monitoring of Damage Progression in Leadfree Electronics under Sequential Exposure to Thermal Aging and Thermal Cycling
    P. Lall, R. Vaidya, V. More, K. Goebel, Proceedings of IMECE, , 2010 abstract| pdf
25. 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 PHM Society 2010 (best paper), 2010 abstract| pdf
26. Aging Methodologies and Prognostic Health Management for Electrolytic Capacitors
    C. Kulkarni, G. Biswas, X. Koutsoukos, J. Celaya, K. Goebel, Proceedings of Annual Conference of the PHM Society 2010, 2010 abstract| pdf
27. Diagnostic/Prognostic Experiments for Capacitor Degradation and Health Monitoring in DC-DC converters
    G. Biswas, C. Kulkarni, J. Celaya, K. Goebel, Proceedings of ASME 2010 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, 2010 abstract| pdf
28. Integrated Diagnostic/Prognostic Experimental Setup for Capacitor Degradation and Health Monitoring
    C. Kulkarni, G. Biswas, X. Koutsoukos, K. Goebel, J. Celaya, Proceedings of Autotestcon 2010, 2010 abstract| pdf
29. A Verification and Validation Methodology for Prognostic Algorithms
    B. Zhang, L. Tang, J. DeCastro, K. Goebel, Proceedings of Autotestcon 2010, 2010 abstract| pdf
30. 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, Jeff Suhling, Proceeding of ECTC 2010, 2010 abstract| pdf
31. Prognostics Using Kalman-Filter Models and Metrics For Risk Assessment in BGAs Under Shock and Vibration Loads
    P. Lall, R. Lowe, K. Goebel, Proceeding of ECTC 2010, 2010 abstract| pdf
32. PHM-Based Residual Life Computation of Electronics Subjected to a Combination of Multiple Cyclic-Thermal Environments
    P. Lall, R. Vaidrya, V. More, K. Goebel, J. Suhling, Proceedings of iTHERM 2010, 2010 abstract| pdf
33. Use of Prognostics in Risk-Based Decision Making for BGAs under Shock and Vibration Loads
    P. Lall, R. Lowe, K. Goebel, Proceedings of iTHERM 2010, 2010 abstract| pdf
34. Case Studies for Prognostics-Enhanced Automated Contingency Management for Aircraft Systems
    L. Tang, G. Kacprzynski, K. Goebel, and G. Vachtsevanos, Proceeding of IEEE Aerospace conference 2010, 2010 abstract| pdf
35. Observer Based Junction Temperature Estimator in Thermoelectrical Aging
    A. Ginart, I. Ali, I.Barlas, P. Kalgren, M. Roemer, K. Goebel, Proceeding of IEEE Aerospace conference 2010, 2010 abstract| pdf
36. Physics of Failure Models for Capacitor Degradation in DC-DC Converters
    C. Kulkarni, G. Biswas, X. Koutsoukos, K. Goebel, J. Celaya, Proceedings of The Maintenance & Reliability Conference, MARCON 2010, February 2010, Knoxville, TN, 2010 abstract| pdf
37. A Novel RSPF Approach to Prediction of High-Risk
    M. Orchard, L. Tang, K. Goebel, and G. Vachtsevanos, Low-Probability Failure Events, Proceedings of Annual Conference of the PHM Society 2009, 2009 abstract| pdf
38. 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, 2009 abstract| pdf
39. Entropy-based Probabilistic Fatigue Damage Prognosis and Algorithmic Performance Comparison
    X. Guan, Y. Liu, A. Saxena, J. Celaya, K. Goebel, Proceedings of Annual Conference of the PHM Society 2009, 2009 abstract| pdf
40. Exact Nonlinear Filtering and Prediction in Process Model-Based Prognostics
    J. DeCastro. L. Tang, K. Loparo, K. Goebel, G. Vachtsevanos, Proceedings of Annual Conference of the PHM Society 2009, 2009 abstract| pdf
41. Leading Indicators Based on Impedance Spectroscopy for Prognostication of Electronics under Shock and Vibration Loads
    P. Lall, R. Lowe, J. Suhling, K. Goebel, Proceedings of INTERPACK 2009, IPACK2009-89308, 2009 abstract| pdf
42. Leading Indicators of Damage for Prognostication of Leadfree Electronics Subjected to Multiple Thermo-Mechanical Environments
    P. Lall, V. More, R. Vaidya, J. Suhling, K. Goebel, Proceedings of ICME 2009, IMECE2009-12496, 2009 abstract| pdf
43. Methodologies for Uncertainty Management in Prognostics
    L. Tang, G. Kacprzynski, K. Goebel, and G. Vachtsevanos, Proceedings of IEEE Aerospace conference 2009, 2009 abstract| pdf
44. Prognostication based on Resistance-Spectroscopy for High Reliability Electronics Under Shock-Impact
    P. Lall, R. Lowe, J. Suhling, K. Goebel, Proceedings of ICME 2009, IMECE2009-13351, 2009 abstract| pdf
45. 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, 2009 abstract| pdf
46. 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, Prognostics Enhanced Reconfigurable Control of Electro-Mechanical Actuators, Proceedings of Annual Conference of the PHM Society 2009, 2009 abstract| pdf
47. Remaining Useful-Life Based on Damage Pre-Cursors for Leadfree Electronics Subjected to Multiple Thermal Environments
    P. Lall, R. Vaidya, V. More, J. Suhling, K. Goebel, Proceedings of INTERPACK 2009, IPACK2009-89299, 2009 abstract| pdf
48. Resistance-Spectroscopy Based Condition Monitoring for Prognostication of High Reliability Electronics under Shock-Impact
    P. Lall, R. Lowe, K. Goebel, Proceedings of ECTC 2009, 2009 abstract| pdf
49. 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. Koebel, and E. Balaban, Proceedings of IEEE Aerospace conference 2009, 2009 abstract| pdf
50. 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, 2008 abstract| pdf
51. 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, N. Lupton, Proceedings of International Compressor Engineering Conference at Purdue, July 14-17, 2008, 1437, 2008 abstract| pdf
52. 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, 2008 abstract| pdf
53. 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, 2008 abstract| pdf
54. 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, K. Goebel, Proceedings of 58th ECTC, pp. 918-929, 2008 abstract| pdf
55. 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, K. Goebel, Proceedings of International Conference on Prognostics and Health Management 2008, 2008 abstract| pdf
56. 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, 2008 abstract| pdf
57. Prognostics-enhanced Automated Contingency Management for Advanced Autonomous Systems
    L. Tang, G. Kacprzynski, M. Orchard, K. Goebel, A. Saxena, and B. Saha, Proceedings of International Conference on Prognostics and Health Management 2008, 2008 abstract| pdf
58. Real-time Probabilistic Forecasting of Wear Degradation using a Macro-scale Physical Model
    A. Khalak and K. Goebel, Proceedings of IEEE Aerospace conference 2008, 10.1109/AERO.2008.4526628, 2008 abstract| pdf
59. Health-Management Driven Control Reconfiguration Approach for Flight Vehicles
    A. Khalak and K. Goebel, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007 abstract| pdf
60. Prognostics in the Control Loop
    L. Tang, G. Kacprzynski, M. Orchard, A. Saxena, K. Goebel, and B. Saha, Working Notes of 2007 AAAI Fall Symposium: AI for Prognostics, 2007 abstract|
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