Logic-based process diagnosis utilising the causal structure of dynamical systems
β Scribed by J. Lunze; F. Schiller
- Publisher
- Elsevier Science
- Year
- 1992
- Weight
- 560 KB
- Volume
- 17
- Category
- Article
- ISSN
- 0066-4138
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β¦ Synopsis
A method for logic-based process diagnosis is propos~d that utilise the causal structure of the dynamic syst~m unter conS1deration to restrict the search space of the resolut10n system. The basis for this is given by a qualitative model of the dynamical process, which is formulated in assertional logic . formulae, as wel: as a causality graph, which describes the direc~1ons ,of the cause effect relations. It is shown that the overall d1agnos1s probl 7 m can be decomposed into a series of subproblems such that the solut10n of the subproblems is necessary and sUfficient for the solution of the overall problem. This decomposition reduces the search space con~i derably and makes the diagnosis algorithm applicable under real-t1me constraints. d P d I a gnos I s , knowledge-based systems, dynamical ~eywor s. rocess. β’ systems, causality, real-time expert systems
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