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Multiple-Fault Diagnosis Using General Qualitative Models with Fault Modes (1994)
Siddarth Subramanian
and
Raymond J. Mooney
This paper describes an approach to diagnosis of systems described by qualitative differential equations represented as QSIM models. An implemented system QDOCS is described that performs multiple-fault, fault-model based diagnosis, using constraint satisfaction techniques, of qualitative behaviors of systems described by such models. We demonstrate the utility of this system by accurately diagnosing randomly generated faults using simulated behaviors of a portion of the Reaction Control System of the space shuttle.
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Citation:
In
Working Papers of the Fifth International Workshop on Principles of Diagnosis
, pp. 321-325, New Paltz, NY, October 1994.
Bibtex:
@InProceedings{subramanian:dx94, title={Multiple-Fault Diagnosis Using General Qualitative Models with Fault Modes}, author={Siddarth Subramanian and Raymond J. Mooney}, booktitle={Working Papers of the Fifth International Workshop on Principles of Diagnosis}, month={October}, address={New Paltz, NY}, pages={321-325}, url="http://www.cs.utexas.edu/users/ai-lab?subramanian:dx94", year={1994} }
People
Raymond J. Mooney
Faculty
mooney [at] cs utexas edu
Siddarth Subramanian
Ph.D. Alumni
sid [at] intellilearn com
Areas of Interest
Machine Learning
Qualitative Modeling & Diagnosis
Labs
Machine Learning