FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2151430649> ?p ?o ?g. }

• W2151430649 endingPage "155" @default.
• W2151430649 startingPage "143" @default.
• W2151430649 abstract "This paper presents the dynamic neural networks partial least squares (DNNPLS) as a strategy for open-loop identification of multivariable chemical processes that circumvent some of the difficulties associated with multivariable process control. The DNNPLS is an extension of the neural networks’ partial least squares (NNPLS) developed by Qin and McAvoy (Comp. Chem. Eng. 20 (1992) 379). Here, a dynamic extension to the NNPLS algorithm is proposed in which the static neural network models in the latent space (inner relationship) are replaced by dynamic neural network models. Though this approach has previously been dismissed as being sub-optimal (Am. Inst. Chem. Eng. J. 38 (1992) 1593; Chem. Eng. Sci. 48 (1993) 3447) in terms of the outer relationship (relationship between the residuals), Lakshminarayanan et al. (Am. Inst. Chem. Eng. J. 43 (1997) 2307) have shown that this sub-optimality problem comes into prominence only when no attention is placed on the design of the plant probing signals. As illustrations, the DNNPLS identification strategy is implemented on simulations of a model IV fluid catalytic cracking unit (FCCU) and of an isothermal reactor. In both cases, it is shown that the methodology is capable of modeling the dynamics of the chemical processes and an improved performance is achieved over that of the PLS-ARMA (Comp. Chem. Eng. 20 (1996) 147) for the isothermal reactor." @default.
• W2151430649 created "2016-06-24" @default.
• W2151430649 creator A5065646618 @default.
• W2151430649 creator A5079370038 @default.
• W2151430649 date "2003-02-01" @default.
• W2151430649 modified "2023-10-10" @default.
• W2151430649 title "Dynamic neural networks partial least squares (DNNPLS) identification of multivariable processes" @default.
• W2151430649 cites W1965747377 @default.
• W2151430649 cites W1966089218 @default.
• W2151430649 cites W1971529025 @default.
• W2151430649 cites W1973269398 @default.
• W2151430649 cites W1985888716 @default.
• W2151430649 cites W2009270776 @default.
• W2151430649 cites W2010706506 @default.
• W2151430649 cites W2046578326 @default.
• W2151430649 cites W2052546795 @default.
• W2151430649 cites W2075136904 @default.
• W2151430649 cites W2080013196 @default.
• W2151430649 cites W2101927907 @default.
• W2151430649 cites W2111634082 @default.
• W2151430649 cites W2141903165 @default.
• W2151430649 cites W2150788038 @default.
• W2151430649 cites W2158863190 @default.
• W2151430649 doi "https://doi.org/10.1016/s0098-1354(02)00034-0" @default.
• W2151430649 hasPublicationYear "2003" @default.
• W2151430649 type Work @default.
• W2151430649 sameAs 2151430649 @default.
• W2151430649 citedByCount "28" @default.
• W2151430649 countsByYear W21514306492012 @default.
• W2151430649 countsByYear W21514306492013 @default.
• W2151430649 countsByYear W21514306492016 @default.
• W2151430649 countsByYear W21514306492019 @default.
• W2151430649 countsByYear W21514306492020 @default.
• W2151430649 countsByYear W21514306492021 @default.
• W2151430649 countsByYear W21514306492022 @default.
• W2151430649 crossrefType "journal-article" @default.
• W2151430649 hasAuthorship W2151430649A5065646618 @default.
• W2151430649 hasAuthorship W2151430649A5079370038 @default.
• W2151430649 hasConcept C105795698 @default.
• W2151430649 hasConcept C108213311 @default.
• W2151430649 hasConcept C116834253 @default.
• W2151430649 hasConcept C117312493 @default.
• W2151430649 hasConcept C119247159 @default.
• W2151430649 hasConcept C119857082 @default.
• W2151430649 hasConcept C121332964 @default.
• W2151430649 hasConcept C127413603 @default.
• W2151430649 hasConcept C133347239 @default.
• W2151430649 hasConcept C133731056 @default.
• W2151430649 hasConcept C154945302 @default.
• W2151430649 hasConcept C185429906 @default.
• W2151430649 hasConcept C22354355 @default.
• W2151430649 hasConcept C2775924081 @default.
• W2151430649 hasConcept C28826006 @default.
• W2151430649 hasConcept C33923547 @default.
• W2151430649 hasConcept C41008148 @default.
• W2151430649 hasConcept C42360764 @default.
• W2151430649 hasConcept C47446073 @default.
• W2151430649 hasConcept C50644808 @default.
• W2151430649 hasConcept C59822182 @default.
• W2151430649 hasConcept C67186912 @default.
• W2151430649 hasConcept C77088390 @default.
• W2151430649 hasConcept C86803240 @default.
• W2151430649 hasConcept C97355855 @default.
• W2151430649 hasConcept C9936470 @default.
• W2151430649 hasConceptScore W2151430649C105795698 @default.
• W2151430649 hasConceptScore W2151430649C108213311 @default.
• W2151430649 hasConceptScore W2151430649C116834253 @default.
• W2151430649 hasConceptScore W2151430649C117312493 @default.
• W2151430649 hasConceptScore W2151430649C119247159 @default.
• W2151430649 hasConceptScore W2151430649C119857082 @default.
• W2151430649 hasConceptScore W2151430649C121332964 @default.
• W2151430649 hasConceptScore W2151430649C127413603 @default.
• W2151430649 hasConceptScore W2151430649C133347239 @default.
• W2151430649 hasConceptScore W2151430649C133731056 @default.
• W2151430649 hasConceptScore W2151430649C154945302 @default.
• W2151430649 hasConceptScore W2151430649C185429906 @default.
• W2151430649 hasConceptScore W2151430649C22354355 @default.
• W2151430649 hasConceptScore W2151430649C2775924081 @default.
• W2151430649 hasConceptScore W2151430649C28826006 @default.
• W2151430649 hasConceptScore W2151430649C33923547 @default.
• W2151430649 hasConceptScore W2151430649C41008148 @default.
• W2151430649 hasConceptScore W2151430649C42360764 @default.
• W2151430649 hasConceptScore W2151430649C47446073 @default.
• W2151430649 hasConceptScore W2151430649C50644808 @default.
• W2151430649 hasConceptScore W2151430649C59822182 @default.
• W2151430649 hasConceptScore W2151430649C67186912 @default.
• W2151430649 hasConceptScore W2151430649C77088390 @default.
• W2151430649 hasConceptScore W2151430649C86803240 @default.
• W2151430649 hasConceptScore W2151430649C97355855 @default.
• W2151430649 hasConceptScore W2151430649C9936470 @default.
• W2151430649 hasIssue "2" @default.
• W2151430649 hasLocation W21514306491 @default.
• W2151430649 hasOpenAccess W2151430649 @default.
• W2151430649 hasPrimaryLocation W21514306491 @default.
• W2151430649 hasRelatedWork W1582951828 @default.
• W2151430649 hasRelatedWork W1964208669 @default.
• W2151430649 hasRelatedWork W2086932047 @default.
• W2151430649 hasRelatedWork W2112363989 @default.

• next