Matches in SemOpenAlex for { <https://semopenalex.org/work/W1553997896> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W1553997896 abstract "Abstract Recently monitoring techniques using canonical variate analysis (CVA) based state space model are proposed by several researchers. They discussed that canonical variate analysis based approach is superior to dynamic principal component analysis (PCA) based that for fault detection and identification. To apply canonical variate analysis base approach to time-varying systems, we proposed adaptive monitoring method via CVA based state space model updating. Forgetting factor is employed, to update current mean vector and correlation matrix and current state space model is recursively, estimated using Cholesky factor updating scheme. Two state space model based monitoring indices are proposed to detect process abnormalities. One is state monitoring index and the other noise process monitoring index. They are formulated using state prediction matrix and noise extraction matrix which are derived from current state space model and the statistics of them are also recursively determined using the η 2 distribution. To adjust forgetting factors according to variation of process state, the forgetting factor updating criterions are introduced. The proposed algorithm is applied to the continuous stirred tank reactor under operation condition change. Application results provide the expectation that the proposed algorithm can be applied to practical time-varying or transient processes." @default.
- W1553997896 created "2016-06-24" @default.
- W1553997896 creator A5023400522 @default.
- W1553997896 creator A5043541111 @default.
- W1553997896 creator A5055599677 @default.
- W1553997896 date "2006-01-01" @default.
- W1553997896 modified "2023-10-17" @default.
- W1553997896 title "Adaptive monitoring statistics based on state space updating using canonical variate analysis" @default.
- W1553997896 cites W2022241505 @default.
- W1553997896 cites W2052184177 @default.
- W1553997896 cites W2080775896 @default.
- W1553997896 cites W2131858147 @default.
- W1553997896 cites W2171899142 @default.
- W1553997896 cites W4245071022 @default.
- W1553997896 doi "https://doi.org/10.1016/s1570-7946(06)80267-1" @default.
- W1553997896 hasPublicationYear "2006" @default.
- W1553997896 type Work @default.
- W1553997896 sameAs 1553997896 @default.
- W1553997896 citedByCount "3" @default.
- W1553997896 countsByYear W15539978962013 @default.
- W1553997896 countsByYear W15539978962016 @default.
- W1553997896 crossrefType "book-chapter" @default.
- W1553997896 hasAuthorship W1553997896A5023400522 @default.
- W1553997896 hasAuthorship W1553997896A5043541111 @default.
- W1553997896 hasAuthorship W1553997896A5055599677 @default.
- W1553997896 hasConcept C105795698 @default.
- W1553997896 hasConcept C11413529 @default.
- W1553997896 hasConcept C122123141 @default.
- W1553997896 hasConcept C138885662 @default.
- W1553997896 hasConcept C141547133 @default.
- W1553997896 hasConcept C153874254 @default.
- W1553997896 hasConcept C154945302 @default.
- W1553997896 hasConcept C27438332 @default.
- W1553997896 hasConcept C33923547 @default.
- W1553997896 hasConcept C41008148 @default.
- W1553997896 hasConcept C41895202 @default.
- W1553997896 hasConcept C52918065 @default.
- W1553997896 hasConcept C7149132 @default.
- W1553997896 hasConcept C72434380 @default.
- W1553997896 hasConceptScore W1553997896C105795698 @default.
- W1553997896 hasConceptScore W1553997896C11413529 @default.
- W1553997896 hasConceptScore W1553997896C122123141 @default.
- W1553997896 hasConceptScore W1553997896C138885662 @default.
- W1553997896 hasConceptScore W1553997896C141547133 @default.
- W1553997896 hasConceptScore W1553997896C153874254 @default.
- W1553997896 hasConceptScore W1553997896C154945302 @default.
- W1553997896 hasConceptScore W1553997896C27438332 @default.
- W1553997896 hasConceptScore W1553997896C33923547 @default.
- W1553997896 hasConceptScore W1553997896C41008148 @default.
- W1553997896 hasConceptScore W1553997896C41895202 @default.
- W1553997896 hasConceptScore W1553997896C52918065 @default.
- W1553997896 hasConceptScore W1553997896C7149132 @default.
- W1553997896 hasConceptScore W1553997896C72434380 @default.
- W1553997896 hasLocation W15539978961 @default.
- W1553997896 hasOpenAccess W1553997896 @default.
- W1553997896 hasPrimaryLocation W15539978961 @default.
- W1553997896 hasRelatedWork W1972957143 @default.
- W1553997896 hasRelatedWork W2043447949 @default.
- W1553997896 hasRelatedWork W2074292634 @default.
- W1553997896 hasRelatedWork W2333391021 @default.
- W1553997896 hasRelatedWork W2552050053 @default.
- W1553997896 hasRelatedWork W3037784022 @default.
- W1553997896 hasRelatedWork W3047914590 @default.
- W1553997896 hasRelatedWork W4234996786 @default.
- W1553997896 hasRelatedWork W4246220481 @default.
- W1553997896 hasRelatedWork W4252284909 @default.
- W1553997896 isParatext "false" @default.
- W1553997896 isRetracted "false" @default.
- W1553997896 magId "1553997896" @default.
- W1553997896 workType "book-chapter" @default.