Matches in SemOpenAlex for { <https://semopenalex.org/work/W1941209017> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W1941209017 abstract "Modeling of nonlinear systems is implemented using a partial linear modeling (PLM) technique, which separates the linear and nonlinear part of the model. The linear part of the model is in the form of an ARX model, while the nonlinear part is in the form of NNARX model using an RBF neural network. For the RBF neural network, the centers of the network are chosen using an orthogonal least squares (OLS) method. The linear part of the model is constructed to fit and absorb as much as possible the dynamic of the system, while its residuals are fitted using the nonlinear part of the model. The model is tested on experimental data of a MIMO spark ignition (SI) engine system. The plant (SI engine) is handled as a two-inputs, two-outputs process, the two inputs are the ignition timing and the throttle angle, the two outputs are the engine speed and manifold pressure. Different order and nonlinear terms of model are tested on the input-output data to obtain a valid model. Finally, second order with three nonlinear terms of model is found as a fairly accurate model. Model validation is treated using different sets of input-output data which indicates that the resulting model is fairly valid. A feedback linearization method is used for controlling the nonlinear system where the model is constructed using the PLM technique. The smooth transition of the controller output shows that the combination of the modeling and control technique has real potential for real-time implementation." @default.
- W1941209017 created "2016-06-24" @default.
- W1941209017 creator A5043908441 @default.
- W1941209017 creator A5053550461 @default.
- W1941209017 creator A5089719619 @default.
- W1941209017 date "2002-11-08" @default.
- W1941209017 modified "2023-09-24" @default.
- W1941209017 title "A new approach for modeling and control of MIMO nonlinear systems" @default.
- W1941209017 cites W1492468531 @default.
- W1941209017 cites W1921084785 @default.
- W1941209017 cites W1975100741 @default.
- W1941209017 cites W2040135606 @default.
- W1941209017 cites W2114436064 @default.
- W1941209017 cites W2155399784 @default.
- W1941209017 cites W988932781 @default.
- W1941209017 doi "https://doi.org/10.1109/tencon.2000.892315" @default.
- W1941209017 hasPublicationYear "2002" @default.
- W1941209017 type Work @default.
- W1941209017 sameAs 1941209017 @default.
- W1941209017 citedByCount "3" @default.
- W1941209017 crossrefType "proceedings-article" @default.
- W1941209017 hasAuthorship W1941209017A5043908441 @default.
- W1941209017 hasAuthorship W1941209017A5053550461 @default.
- W1941209017 hasAuthorship W1941209017A5089719619 @default.
- W1941209017 hasConcept C11210021 @default.
- W1941209017 hasConcept C119857082 @default.
- W1941209017 hasConcept C121332964 @default.
- W1941209017 hasConcept C127162648 @default.
- W1941209017 hasConcept C154945302 @default.
- W1941209017 hasConcept C158622935 @default.
- W1941209017 hasConcept C163175372 @default.
- W1941209017 hasConcept C199360897 @default.
- W1941209017 hasConcept C207987634 @default.
- W1941209017 hasConcept C2775924081 @default.
- W1941209017 hasConcept C2781215313 @default.
- W1941209017 hasConcept C31258907 @default.
- W1941209017 hasConcept C41008148 @default.
- W1941209017 hasConcept C47446073 @default.
- W1941209017 hasConcept C50644808 @default.
- W1941209017 hasConcept C62520636 @default.
- W1941209017 hasConceptScore W1941209017C11210021 @default.
- W1941209017 hasConceptScore W1941209017C119857082 @default.
- W1941209017 hasConceptScore W1941209017C121332964 @default.
- W1941209017 hasConceptScore W1941209017C127162648 @default.
- W1941209017 hasConceptScore W1941209017C154945302 @default.
- W1941209017 hasConceptScore W1941209017C158622935 @default.
- W1941209017 hasConceptScore W1941209017C163175372 @default.
- W1941209017 hasConceptScore W1941209017C199360897 @default.
- W1941209017 hasConceptScore W1941209017C207987634 @default.
- W1941209017 hasConceptScore W1941209017C2775924081 @default.
- W1941209017 hasConceptScore W1941209017C2781215313 @default.
- W1941209017 hasConceptScore W1941209017C31258907 @default.
- W1941209017 hasConceptScore W1941209017C41008148 @default.
- W1941209017 hasConceptScore W1941209017C47446073 @default.
- W1941209017 hasConceptScore W1941209017C50644808 @default.
- W1941209017 hasConceptScore W1941209017C62520636 @default.
- W1941209017 hasLocation W19412090171 @default.
- W1941209017 hasOpenAccess W1941209017 @default.
- W1941209017 hasPrimaryLocation W19412090171 @default.
- W1941209017 hasRelatedWork W1528010878 @default.
- W1941209017 hasRelatedWork W1577088655 @default.
- W1941209017 hasRelatedWork W1983024735 @default.
- W1941209017 hasRelatedWork W2020521798 @default.
- W1941209017 hasRelatedWork W2033653314 @default.
- W1941209017 hasRelatedWork W2036198445 @default.
- W1941209017 hasRelatedWork W2040106799 @default.
- W1941209017 hasRelatedWork W2073786439 @default.
- W1941209017 hasRelatedWork W2075252539 @default.
- W1941209017 hasRelatedWork W2109656678 @default.
- W1941209017 hasRelatedWork W2123891397 @default.
- W1941209017 hasRelatedWork W2125649818 @default.
- W1941209017 hasRelatedWork W2145498679 @default.
- W1941209017 hasRelatedWork W2145890730 @default.
- W1941209017 hasRelatedWork W2169132460 @default.
- W1941209017 hasRelatedWork W2347943681 @default.
- W1941209017 hasRelatedWork W2515727241 @default.
- W1941209017 hasRelatedWork W2549039810 @default.
- W1941209017 hasRelatedWork W2613489049 @default.
- W1941209017 hasRelatedWork W2613946990 @default.
- W1941209017 isParatext "false" @default.
- W1941209017 isRetracted "false" @default.
- W1941209017 magId "1941209017" @default.
- W1941209017 workType "article" @default.