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References

  • S. J. Engel, B. J. Gilmartin, K. Bongort and A. Hess, “Prognostics, the Real Issues Involved with Predicting Life Remaining,” in Proceedings of IEEE Aerospace Conference, pp. 457-469, 2000.
  • X. Guan, Y. Liu, A. Saxena, J. Celaya, and K. Goebel, “Entropy-Based Probabilistic Fatigue Damage Prognosis and Algorithmic Performance Comparison” in Annual Conference of the Prognostics and Health Management Society (PHM09), San Diego CA, pp. 1-11, 2009.
  • ISO, “Condition Monitoring and Diagnostics of Machines - Prognostics Part 1: General Guidelines”, in ISO13381-1:2004(E). Vol. ISO/IEC Directives Part 2, I. O. f. S. (ISO), Ed.: ISO, 2004.
  • B. P. Leao, T. Yoneyama, G. C. Rocha, K. T. Fitzgibbon, “Prognostics Performance Metrics and Their Relation to Requirements, Design, Verification and Cost-Benefit,” in International Conference on Prognostics and Health Management (PHM08), Denver CO, pp. 1-8, 2008.
  • R. F. Orsagh, M. J. Roemer, C. J. Savage, K. McClintic, “Development of Effectiveness and Performance Metrics for Mechanical Diagnostic Techniques”, in 55th Meeting of the Society for Machinery Failure Prevention Technology, Virginia Beach VA, 2001.
  • B. Saha and K. Goebel, "Modeling Li-ion Battery Capacity Depletion in a Particle Filtering Framework," in Annual Conference of the Prognostics and Health Management Society (PHM09), San Diego CA, 2009.
  • ( M. Schwabacher, “A Survey of Data Driven Prognostics,” in AIAA Infotech@Aerospace Conference, 2005.
  • M. Schwabacher and K. Goebel, “A Survey of Artificial Intelligence for Prognostics,” in AAAI Fall Symposium, Arlington VA, 2007.
  • S. Uckun, K. Goebel and P. J. F. Lucas, “Standardizing Research Methods for Prognostics,” in 1st International Conference on Prognostics and Health Management (PHM08), Denver CO, 2008.
  • K. Wheeler, T. Kortoglu, S. Poll, “ A Survey of Health Management User Objectives Related to Diagnostics and Prognostics Metrics”, in ASME2009 - International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, IDETC/CIE 2009, San Diego CA, 2009.
  • M. Carrasco, and C.R. Cassady, “A Study of the Impact of Prognostic Errors on System Performance”, Annual Reliability and Maintainability Symposium (RAMS’06), pp.1 - 6, 2006.

Publications

  • A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel., "Metrics for Offline Evaluation of Prognostics Performance”, International Journal of Prognostics and Health Management", Vol.1(1), pp. 20, 2010.
  • A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel., "Evaluating Prognostics Performance for Algorithms Incorporating Uncertainty Estimates", IEEE Aerospace Conference 2010, Big Sky MT, Mar 2010.
  • A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel, “On Applying the Prognostic Performance Metrics” in Annual Conference of the Prognostics and Health Management Society (PHM09), San Diego CA, 2009.
  • A. Saxena, J. Celaya, B. Saha, S. Saha, and K. Goebel, “Evaluating Algorithmic Performance Metrics Tailored for Prognostics”, in Proceedings of IEEE Aerospace Conference, Big Sky MT, 2009.
  • A. Saxena, J. Celaya, E. Balaban, B. Saha, S. Saha, and K. Goebel, “Metrics for Evaluating Performance of Prognostic Techniques,” in International Conference on Prognostics and Health Management (PHM08), Denver CO, pp. 1-17, 2008.
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