Title :
Framework for post-prognostic decision support
Author :
Iyer, Naresh ; Goebel, Kai ; Bonissone, Piero
Author_Institution :
GE Global Res., Niskayuna, NY
Abstract :
This paper describes a decision support system (DSS) for use in operational decision making with PHM-specific data. Challenges arise from the large amount of different information pieces upon which a decision maker has to act. Conflicting information from on-board and off-board PHM modules, seemingly contradictory and changing requirements from operations as well as maintenance for a multitude of different systems within strict time constraints make operational decision-making a difficult undertaking. The DSS enables the user to make optimal decisions based on his expression of rigorous trade-offs between different prognostic and external information sources. This is accomplished through guided evaluation of different optimal decision alternatives under operational boundary conditions using user-specific and interactive collaboration. We present some preliminary results of the use of such a DSS for post-prognostics decision-making
Keywords :
aerospace computing; aircraft maintenance; decision support systems; groupware; decision support system; interactive collaboration; operational boundary conditions; operational decision making; post-prognostic decision support; user-specific collaboration; Biographies; Boundary conditions; Collaboration; Decision making; Decision support systems; Humans; Logistics; Prognostics and health management; Time factors; Uncertainty;
Conference_Titel :
Aerospace Conference, 2006 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
0-7803-9545-X
DOI :
10.1109/AERO.2006.1656108