“Metrics for Evaluating Performance of Prognostic Techniques,” by Abhinav Saxena, Jose Celaya, Edward Balaban, Kai Goebel, Bhaskar Saha, Sankalita Saha, and Mark Schwabacher, has been accepted for presentation at the International Conference on Prognostics and Health Management 2008. The conference will be held October 6-9 in Denver, CO.
BACKGROUND: There is significant disagreement on prognostics definitions and evaluation metrics. Requirements are different for different applications and hence a common consensus on evaluation standards has not been reached. A comprehensive review and classification of such applications will help set standardized procedures among the community. This will help define validation standards for prognostics technologies to aid in their fielded applications.
NASA PROGRAM FUNDING: ARMD/AVSP/IVHM
Contact: Kai Goebel