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Critical Observations in a Diagnostic Problem

Christopher, Cody; Cordier, Marie-Odile; Grastien, Alban

Description

We claim that presenting a human operator in charge of repairing a faulty system with a small subset of observations relevant to the failure improves awareness and confidence of the operator. Consequently, we introduce the problem of finding a set of relevant observations (called the critical observations) that can be used to derive the same diagnosis as the full problem. We show how this problem can be solved and illustrate its benefits on a real diagnostic problem.

dc.contributor.authorChristopher, Cody
dc.contributor.authorCordier, Marie-Odile
dc.contributor.authorGrastien, Alban
dc.coverage.spatialLos Angeles, USA
dc.date.accessioned2015-12-10T23:24:33Z
dc.date.createdDecember 15-17 2014
dc.identifier.isbn9781479977451
dc.identifier.urihttp://hdl.handle.net/1885/67235
dc.description.abstractWe claim that presenting a human operator in charge of repairing a faulty system with a small subset of observations relevant to the failure improves awareness and confidence of the operator. Consequently, we introduce the problem of finding a set of relevant observations (called the critical observations) that can be used to derive the same diagnosis as the full problem. We show how this problem can be solved and illustrate its benefits on a real diagnostic problem.
dc.publisherIEEE Control Systems Society
dc.relation.ispartofseries53rd IEEE Conference on Decision and Control
dc.sourceCritical Observations in a Diagnostic Problem
dc.titleCritical Observations in a Diagnostic Problem
dc.typeConference paper
local.description.notesImported from ARIES
local.description.refereedYes
dc.date.issued2014
local.identifier.absfor090602 - Control Systems, Robotics and Automation
local.identifier.absfor080105 - Expert Systems
local.identifier.ariespublicationu4334215xPUB1421
local.type.statusPublished Version
local.contributor.affiliationChristopher, Cody, College of Engineering and Computer Science, ANU
local.contributor.affiliationCordier, Marie-Odile, Universite de Rennes
local.contributor.affiliationGrastien, Alban , College of Engineering and Computer Science, ANU
local.description.embargo2037-12-31
local.bibliographicCitation.startpage382
local.bibliographicCitation.lastpage387
local.identifier.doi10.1109/CDC.2014.7039411
local.identifier.absseo970108 - Expanding Knowledge in the Information and Computing Sciences
dc.date.updated2015-12-10T10:47:44Z
local.identifier.scopusID2-s2.0-84931838360
CollectionsANU Research Publications

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