Pre-Grant Publication Number: 20080294578
Filing Date: November 15, 2007Priority Date: May 24, 2007
Inventors: Johan de Kleer
Assignee(s): PALO ALTO RESEARCH CENTER INCORPORATED
Current U.S. Classification: 706, 706/012000
View Prior Art for Claim 00008
A method of troubleshooting a real world system having multiple components, and containing any combination of intermittent or non-intermittent faults, the method comprising:generating a model of the real world system, the system model including multiple model components;associating with each model component of the system model, two probabilities, (1) a probability the real world component deviates from its design such that it may exhibit a malfunction, and (2) (for potentially intermittent components) a conditional probability the faulted component malfunctions when observed;recalculating the conditional probabilities associated with possible fault causes, to guide a next stage of observation and/ormeasurement;undertaking a next stage of observation and/or measurement;determining when enough data has been obtained; andreaching a final result.
Submitted by: Diane WillisLast updated: almost 4 years ago
Title Diagnosing intermittent faults in telecommunication networks
Description
In model-based diagnosis one of the assumptions usually made is that components behave non-intermittently. Often this is an implicit assumption or it is made as a kind of afterthought because it makes the proposed algorithms simpler. In this paper we describe an approach, based on probability calculus, which can deal with intermittent behavior of components.
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