A Case Based System to Support Electronic Circuit Diagnosis
A Case Based System to Support Electronic Circuit Diagnosis
Thilo Semmelbauer
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E. , given ceruin observed symptoms or outputs, what values of circuit elements can produce these outputs), we need a translator to conven traditional circuit design models (that characterize the output for a given circuit configuration) into corresponding diagnostic models. Davis and Hamscher [1988] illustrate the three basic steps — hypothesis generation, hypothesis testing, and hypothesis discrimination — in model-based diagnosis. Gensereth [1984], deKleer and Williams [1987], and Hamscher [...1988] describe various model-based systems to diagnose digital circuits. The most common experience -based a pproach is a rule-based (expen) system that relies on the experience of human experts to develop if-then rules that enable the system to reason about the behavior of tiie malfunctioning board (see Semmelbauer [1992] for an illustration of this approach). One of the pioneering apphcations of the rule-based approach was for medical diagnosis (e. G. , see Harmon and King [1985]). Unlike the field of medicine, however, electronic circuits and manufacturing processes vary widely, and the technologies undergo frequent and radical changes.
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