Title :
Qualitative modeling in engineering applications
Author :
Biswas, Gautam ; Hagins, William J. ; Debelak, Kenneth A.
Author_Institution :
Vanderbilt Univ., Nashville, TN, USA
Abstract :
A framework for qualitative reasoning is discussed that can be applied to a wide variety of engineering tasks such as analysis, design, diagnosis, monitoring, and instruction. A combined component-based and process-theory approach is adopted as the basis for system modeling. This provides a suitable framework for deriving and explaining system behavior in terms of individual component functionality. The current prototype is applied to a space-station waste management system. Examples that deal with the vacuum pump component demonstrate that the methodology can be used to derive both normal and deviant behavior of the system
Keywords :
engineering computing; knowledge based systems; analysis; component-based approach; design; deviant behavior; diagnosis; engineering applications; instruction; monitoring; process-theory approach; qualitative modelling; qualitative reasoning; space-station waste management system; system behavior; vacuum pump component; Application software; Chemical engineering; Circuit simulation; Computer science; Design engineering; Humans; Problem-solving; Space stations; Vacuum systems; Waste management;
Conference_Titel :
Systems, Man and Cybernetics, 1989. Conference Proceedings., IEEE International Conference on
Conference_Location :
Cambridge, MA
DOI :
10.1109/ICSMC.1989.71444