KSL-94-15 + redirect page
Building Diagnostic Models from Functional Schematics + Has identifier
Building Diagnostic Models from Functional Schematics + Ksl tr id
Building Diagnostic Models from Functional Schematics + Number
| Building Diagnostic Models from Functional Schematics |
Bibtype
techreport
Has publishing details
February,1994
Has title
Building Diagnostic Models from Functional Schematics
Has where published
KSL-94-15
Has year
1994
Title
Building Diagnostic Models from Functional Schematics
Year
1994
Abstract
Diagnosis in Engineering systems is a very … Diagnosis in Engineering systems is a very important problem. Though some progress has been made in providing software aids to diagnosis the current technologies suffer from many drawbacks. Bayesian networks are a very attractive modeling scheme for diagnosis which address many of these drawbacks. However, hand construction of diagnosis models in the form of Bayesian networks is a very difficult task. We develop a methodology for automatically constructing diagnosis models in the form of Bayesian networks from a functional schematic describing the Engineering system. Other than the basic diagnosis capability we show how our methodology is extended to become a unifying framework encompassing concepts such as hierarchical modeling, dynamic systems,optimal test generation and repair, maintenance scheduling and reliability theory. tenance scheduling and reliability theory.
Author
Sampath Srinivas +
Has author
Sampath Srinivas +
Has identifier
Building Diagnostic Models from Functional Schematics +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
Building Diagnostic Models from Functional Schematics +
Month
February +
Number
Building Diagnostic Models from Functional Schematics +
Process note
NO +
Categories KSL Technical Report +, Publication +, Technical Report +
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