Matches in SemOpenAlex for { <https://semopenalex.org/work/W2007644183> ?p ?o ?g. }
Showing items 1 to 56 of
56
with 100 items per page.
- W2007644183 endingPage "S998" @default.
- W2007644183 startingPage "S993" @default.
- W2007644183 abstract "Abstract In this study, it is assumed that a plant consists of input or output static nonlinearities and a linear process. A novel hybrid identification method is developed which consists of a feedforward multilayer neural network (MFNN) and an auto-regressive moving average (ARMA) linear model. The MFNN is used to identify the static nonlinearities and the ARMA model captures the dynamics of the process. A new recursive algorithm which estimates the weights of the MFNN and the parameters of the ARMA model in a combined procedure is developed. Closed loop control is achieved by inserting the inverse of the identified MFNN in the appropriate loop location and designing a linear controller for the linear part of the plant. Invertibility of the MFNN is addressed and the robustness of the method is guaranteed by exhaustive simulation studies. Two case studies for a heat exchanger and a fluid flow process are reported here." @default.
- W2007644183 created "2016-06-24" @default.
- W2007644183 creator A5003734787 @default.
- W2007644183 creator A5031236057 @default.
- W2007644183 date "1996-01-01" @default.
- W2007644183 modified "2023-09-27" @default.
- W2007644183 title "New methodology for identification and control of plants with static input or output nonlinearities" @default.
- W2007644183 cites W1540723801 @default.
- W2007644183 cites W1964804943 @default.
- W2007644183 cites W2249846468 @default.
- W2007644183 doi "https://doi.org/10.1016/0098-1354(96)00173-1" @default.
- W2007644183 hasPublicationYear "1996" @default.
- W2007644183 type Work @default.
- W2007644183 sameAs 2007644183 @default.
- W2007644183 citedByCount "3" @default.
- W2007644183 crossrefType "journal-article" @default.
- W2007644183 hasAuthorship W2007644183A5003734787 @default.
- W2007644183 hasAuthorship W2007644183A5031236057 @default.
- W2007644183 hasConcept C116834253 @default.
- W2007644183 hasConcept C127413603 @default.
- W2007644183 hasConcept C133731056 @default.
- W2007644183 hasConcept C154945302 @default.
- W2007644183 hasConcept C2775924081 @default.
- W2007644183 hasConcept C41008148 @default.
- W2007644183 hasConcept C47446073 @default.
- W2007644183 hasConcept C59822182 @default.
- W2007644183 hasConcept C86803240 @default.
- W2007644183 hasConceptScore W2007644183C116834253 @default.
- W2007644183 hasConceptScore W2007644183C127413603 @default.
- W2007644183 hasConceptScore W2007644183C133731056 @default.
- W2007644183 hasConceptScore W2007644183C154945302 @default.
- W2007644183 hasConceptScore W2007644183C2775924081 @default.
- W2007644183 hasConceptScore W2007644183C41008148 @default.
- W2007644183 hasConceptScore W2007644183C47446073 @default.
- W2007644183 hasConceptScore W2007644183C59822182 @default.
- W2007644183 hasConceptScore W2007644183C86803240 @default.
- W2007644183 hasLocation W20076441831 @default.
- W2007644183 hasOpenAccess W2007644183 @default.
- W2007644183 hasPrimaryLocation W20076441831 @default.
- W2007644183 hasRelatedWork W1522672041 @default.
- W2007644183 hasRelatedWork W1601679271 @default.
- W2007644183 hasRelatedWork W2102362009 @default.
- W2007644183 hasRelatedWork W2363804782 @default.
- W2007644183 hasRelatedWork W2391687486 @default.
- W2007644183 hasRelatedWork W277603522 @default.
- W2007644183 hasRelatedWork W2899084033 @default.
- W2007644183 hasRelatedWork W3004815741 @default.
- W2007644183 hasRelatedWork W3125383645 @default.
- W2007644183 hasRelatedWork W4248817909 @default.
- W2007644183 hasVolume "20" @default.
- W2007644183 isParatext "false" @default.
- W2007644183 isRetracted "false" @default.
- W2007644183 magId "2007644183" @default.
- W2007644183 workType "article" @default.