Diagnosis of continuous valued systems in transient operating regions
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abstract: The complexity of present day embedded systems, i.e., continuous processes controlled by digital processors, and the increased demands on their reliability motivate the need for incorporating monitoring and fault isolation capabilities in the embedded processor. This paper develops monitoring, prediction, and fault isolation methods for abrupt faults in complex dynamic systems. The transient behavior in response to those faults is analyzed in a qualitative framework, using parsimonious topological system models. Predicted transient effects of hypothesized faults are captured in the form of signatures that specify future behavior for the fault with higher order time-derivatives. The dynamic effects of faults are analyzed by a progressive monitoring scheme till feedback effects modify the initial transients significantly, and the detection mechanisms have to be suspended in favor of steady state analysis. This methodology has been successfully applied to monitoring of the secondary sodium cooling loop of a fast breeder reactor.
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| Abstract | The complexity of present day embedded sys … The complexity of present day embedded systems, i.e., continuous processes controlled by digital processors, and the increased demands on their reliability motivate the need for incorporating monitoring and fault isolation capabilities in the embedded processor. This paper develops monitoring, prediction, and fault isolation methods for abrupt faults in complex dynamic systems. The transient behavior in response to those faults is analyzed in a qualitative framework, using parsimonious topological system models. Predicted transient effects of hypothesized faults are captured in the form of signatures that specify future behavior for the fault with higher order time-derivatives. The dynamic effects of faults are analyzed by a progressive monitoring scheme till feedback effects modify the initial transients significantly, and the detection mechanisms have to be suspended in favor of steady state analysis. This methodology has been successfully applied to monitoring of the secondary sodium cooling loop of a fast breeder reactor. um cooling loop of a fast breeder reactor. |
| Author | Pieter J. Mosterman +, and Gautam Biswas + |
| Bibtype | techreport + |
| Institution | Knowledge Systems, AI Laboratory + |
| Key | KSL-99-02 + |
| Month | November + |
| Note | IEEE Transactions on Systems, Man, and Cybernetics, Part A, Nov. 1999. + |
| Number | KSL-99-02 + |
| Tag | Computer science + |
| Title | Diagnosis of Continuous Valued Systems in Transient Operating Regions + |
| Tr id | KSL-99-02 + |
| Year | 1999 + |
