Js. Chen et Sn. Srihari, GENERALIZED HALF-SPLIT SEARCH FOR MODEL-BASED DIAGNOSIS, IEEE transactions on systems, man, and cybernetics, 24(9), 1994, pp. 1412-1416
Citations number
26
Categorie Soggetti
Controlo Theory & Cybernetics","Computer Science Cybernetics","Engineering, Eletrical & Electronic
A major step in model-based fault diagnosis is the generation of candi
date components which might be responsible for the observed symptom of
malfunction. After the candidates are determined, each component can
then be examined in turn. It is useful to be able to choose the most l
ikely candidate to focus on first so that the faulty parts can be loca
ted sooner. This paper presents some topological heuristics for orderi
ng candidates according to their relationships with violations and cor
roborations. Candidates are also reordered or eliminated when new info
rmation is acquired during diagnosis. These ordering and reordering te
chniques are shown to be effective for model-based diagnosis. For sing
le fault cases, the average length of diagnosis is log n, where eta is
the number of components. In general, the average length of diagnosis
is k log n when there are k faults in the device initially.