Dissertation/Thesis
Προβολή σε EDS

Evaluating Some Gain Scheduling Strategies In Diagnosis Of A Tank System

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: Evaluating Some Gain Scheduling Strategies In Diagnosis Of A Tank System
Συγγραφείς: Marcus Klein, Lars Nielsen
Συνεισφορές: The Pennsylvania State University CiteSeerX Archives
Πηγή: http://www.fs.isy.liu.se/Publications/Articles/SAFE_00_56_MK.ps.gz.
Έτος έκδοσης: 1999
Συλλογή: CiteSeerX
Θεματικοί όροι: Nonlinear diagnosis, Minimal polynomial basis, Water-tank system, Residual generation, Null-space redesign
Περιγραφή: In model-based diagnosis the problem of finding all the relations that can be used to detect and isolate di#erent faults, is solved for linear systems. However, for nonlinear systems the situation is more complicated. Here an approach will be taken using a linear method together with gain scheduling. Linear residual generators are designed at a number of stationary points. The approach is based on using a nominal selector matrix, using null-space redesign dependent on the scheduling variable, and using a proposed optimization method. Two di#erent gain scheduling strategies are applied to form the residual generators between design points, namely nearest neighbor approximation and linear interpolation. The approach is applied to a simple nonlinear system consisting of two coupled water tanks. The simulations show that the performance of the residual generators are good under steady state conditions. It is also shown that linear interpolation has better performance than nea.
Τύπος εγγράφου: Thesis
Περιγραφή αρχείου: application/postscript
Γλώσσα: English
Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.32.472; http://www.fs.isy.liu.se/Publications/Articles/SAFE_00_56_MK.ps.gz
Διαθεσιμότητα: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.32.472
http://www.fs.isy.liu.se/Publications/Articles/SAFE_00_56_MK.ps.gz
Rights: Metadata may be used without restrictions as long as the oai identifier remains attached to it.
Αριθμός Καταχώρησης: edsbas.6EA67F92
Βάση Δεδομένων: BASE
FullText Text:
  Availability: 0
CustomLinks:
  – Url: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.32.472#
    Name: EDS - BASE (ns324271)
    Category: fullText
    Text: View record from BASE
Header DbId: edsbas
DbLabel: BASE
An: edsbas.6EA67F92
RelevancyScore: 747
AccessLevel: 3
PubType: Dissertation/Thesis
PubTypeId: unknown
PreciseRelevancyScore: 747.119506835938
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Evaluating Some Gain Scheduling Strategies In Diagnosis Of A Tank System
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Marcus+Klein%22">Marcus Klein</searchLink><br /><searchLink fieldCode="AR" term="%22Lars+Nielsen%22">Lars Nielsen</searchLink>
– Name: Author
  Label: Contributors
  Group: Au
  Data: The Pennsylvania State University CiteSeerX Archives
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <i>http://www.fs.isy.liu.se/Publications/Articles/SAFE_00_56_MK.ps.gz</i>.
– Name: DatePubCY
  Label: Publication Year
  Group: Date
  Data: 1999
– Name: Subset
  Label: Collection
  Group: HoldingsInfo
  Data: CiteSeerX
– Name: Subject
  Label: Subject Terms
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Nonlinear+diagnosis%22">Nonlinear diagnosis</searchLink><br /><searchLink fieldCode="DE" term="%22Minimal+polynomial+basis%22">Minimal polynomial basis</searchLink><br /><searchLink fieldCode="DE" term="%22Water-tank+system%22">Water-tank system</searchLink><br /><searchLink fieldCode="DE" term="%22Residual+generation%22">Residual generation</searchLink><br /><searchLink fieldCode="DE" term="%22Null-space+redesign%22">Null-space redesign</searchLink>
– Name: Abstract
  Label: Description
  Group: Ab
  Data: In model-based diagnosis the problem of finding all the relations that can be used to detect and isolate di#erent faults, is solved for linear systems. However, for nonlinear systems the situation is more complicated. Here an approach will be taken using a linear method together with gain scheduling. Linear residual generators are designed at a number of stationary points. The approach is based on using a nominal selector matrix, using null-space redesign dependent on the scheduling variable, and using a proposed optimization method. Two di#erent gain scheduling strategies are applied to form the residual generators between design points, namely nearest neighbor approximation and linear interpolation. The approach is applied to a simple nonlinear system consisting of two coupled water tanks. The simulations show that the performance of the residual generators are good under steady state conditions. It is also shown that linear interpolation has better performance than nea.
– Name: TypeDocument
  Label: Document Type
  Group: TypDoc
  Data: Thesis
– Name: Format
  Label: File Description
  Group: SrcInfo
  Data: application/postscript
– Name: Language
  Label: Language
  Group: Lang
  Data: English
– Name: NoteTitleSource
  Label: Relation
  Group: SrcInfo
  Data: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.32.472; http://www.fs.isy.liu.se/Publications/Articles/SAFE_00_56_MK.ps.gz
– Name: URL
  Label: Availability
  Group: URL
  Data: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.32.472<br />http://www.fs.isy.liu.se/Publications/Articles/SAFE_00_56_MK.ps.gz
– Name: Copyright
  Label: Rights
  Group: Cpyrght
  Data: Metadata may be used without restrictions as long as the oai identifier remains attached to it.
– Name: AN
  Label: Accession Number
  Group: ID
  Data: edsbas.6EA67F92
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsbas&AN=edsbas.6EA67F92
RecordInfo BibRecord:
  BibEntity:
    Languages:
      – Text: English
    Subjects:
      – SubjectFull: Nonlinear diagnosis
        Type: general
      – SubjectFull: Minimal polynomial basis
        Type: general
      – SubjectFull: Water-tank system
        Type: general
      – SubjectFull: Residual generation
        Type: general
      – SubjectFull: Null-space redesign
        Type: general
    Titles:
      – TitleFull: Evaluating Some Gain Scheduling Strategies In Diagnosis Of A Tank System
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Marcus Klein
      – PersonEntity:
          Name:
            NameFull: Lars Nielsen
      – PersonEntity:
          Name:
            NameFull: The Pennsylvania State University CiteSeerX Archives
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 1999
          Identifiers:
            – Type: issn-locals
              Value: edsbas
            – Type: issn-locals
              Value: edsbas.oa
          Titles:
            – TitleFull: http://www.fs.isy.liu.se/Publications/Articles/SAFE_00_56_MK.ps.gz
              Type: main
ResultId 1