FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2940792364> ?p ?o ?g. }

• W2940792364 endingPage "6280" @default.
• W2940792364 startingPage "6263" @default.
• W2940792364 abstract "Active vibration control (AVC) techniques show promising results to reduce unwanted vibration level of flexible structures at any desired location. In this paper, the application of non-parametric identification method using feedforward neural networks (FNNs) to model a flexible beam structure for AVC system is presented. An experimental study was carried out to collect input-output dataset of a flexible beam system. The flexible beam was excited using a pseudo-random binary sequence (PRBS) force signal before acquiring the dynamic response of the system. A non-parametric modelling approach of the system was proposed based on feed-forward neural networks (FNNs) while its weight and bias parameters were optimised using chaotic-enhanced stochastic fractal search (SFS) algorithm. The performance of modified SFS algorithm to train a nonlinear auto-regressive exogenous model (NARX) structure FNNs-based model of the system was then compared with its predecessor and with several well-known metaheuristic algorithms. Correlation tests were used to validate the obtained model. Based on the proposed method, a small mean squared error value has been achieved in the validation phase. Considering both convergence rate and result accuracy simultaneously, the chaotic modified SFS algorithm performs significantly better than other training algorithms. In conclusion, the development of a non-parametric model of the flexible beam structure was conducted and validated for future investigations on active vibration control techniques." @default.
• W2940792364 created "2019-05-03" @default.
• W2940792364 creator A5022020196 @default.
• W2940792364 creator A5032225518 @default.
• W2940792364 creator A5051181934 @default.
• W2940792364 creator A5070435478 @default.
• W2940792364 date "2019-03-16" @default.
• W2940792364 modified "2023-09-27" @default.
• W2940792364 title "Dynamic Modelling of a Flexible Beam Structure Using Feedforward Neural Networks for Active Vibration Control" @default.
• W2940792364 cites W1635028133 @default.
• W2940792364 cites W1965324089 @default.
• W2940792364 cites W1966379741 @default.
• W2940792364 cites W2001242434 @default.
• W2940792364 cites W2014888804 @default.
• W2940792364 cites W2015801280 @default.
• W2940792364 cites W2028638280 @default.
• W2940792364 cites W2050546928 @default.
• W2940792364 cites W2055287866 @default.
• W2940792364 cites W2074416932 @default.
• W2940792364 cites W2119431078 @default.
• W2940792364 cites W2135719924 @default.
• W2940792364 cites W2171267698 @default.
• W2940792364 cites W2225731527 @default.
• W2940792364 cites W2512089978 @default.
• W2940792364 cites W2559492836 @default.
• W2940792364 cites W2559692188 @default.
• W2940792364 cites W2572372675 @default.
• W2940792364 cites W2734945215 @default.
• W2940792364 cites W2745144140 @default.
• W2940792364 cites W2769749972 @default.
• W2940792364 cites W2782699407 @default.
• W2940792364 cites W2789770009 @default.
• W2940792364 cites W2791241178 @default.
• W2940792364 cites W2793299476 @default.
• W2940792364 cites W2801547197 @default.
• W2940792364 cites W2913465992 @default.
• W2940792364 doi "https://doi.org/10.15282/ijame.16.1.2019.13.0475" @default.
• W2940792364 hasPublicationYear "2019" @default.
• W2940792364 type Work @default.
• W2940792364 sameAs 2940792364 @default.
• W2940792364 citedByCount "6" @default.
• W2940792364 countsByYear W29407923642019 @default.
• W2940792364 countsByYear W29407923642021 @default.
• W2940792364 countsByYear W29407923642022 @default.
• W2940792364 crossrefType "journal-article" @default.
• W2940792364 hasAuthorship W2940792364A5022020196 @default.
• W2940792364 hasAuthorship W2940792364A5032225518 @default.
• W2940792364 hasAuthorship W2940792364A5051181934 @default.
• W2940792364 hasAuthorship W2940792364A5070435478 @default.
• W2940792364 hasBestOaLocation W29407923641 @default.
• W2940792364 hasConcept C105795698 @default.
• W2940792364 hasConcept C11413529 @default.
• W2940792364 hasConcept C117251300 @default.
• W2940792364 hasConcept C121332964 @default.
• W2940792364 hasConcept C127413603 @default.
• W2940792364 hasConcept C133731056 @default.
• W2940792364 hasConcept C154945302 @default.
• W2940792364 hasConcept C198394728 @default.
• W2940792364 hasConcept C2775924081 @default.
• W2940792364 hasConcept C2777052490 @default.
• W2940792364 hasConcept C33923547 @default.
• W2940792364 hasConcept C38858127 @default.
• W2940792364 hasConcept C41008148 @default.
• W2940792364 hasConcept C42536954 @default.
• W2940792364 hasConcept C47446073 @default.
• W2940792364 hasConcept C47702885 @default.
• W2940792364 hasConcept C50644808 @default.
• W2940792364 hasConcept C62520636 @default.
• W2940792364 hasConceptScore W2940792364C105795698 @default.
• W2940792364 hasConceptScore W2940792364C11413529 @default.
• W2940792364 hasConceptScore W2940792364C117251300 @default.
• W2940792364 hasConceptScore W2940792364C121332964 @default.
• W2940792364 hasConceptScore W2940792364C127413603 @default.
• W2940792364 hasConceptScore W2940792364C133731056 @default.
• W2940792364 hasConceptScore W2940792364C154945302 @default.
• W2940792364 hasConceptScore W2940792364C198394728 @default.
• W2940792364 hasConceptScore W2940792364C2775924081 @default.
• W2940792364 hasConceptScore W2940792364C2777052490 @default.
• W2940792364 hasConceptScore W2940792364C33923547 @default.
• W2940792364 hasConceptScore W2940792364C38858127 @default.
• W2940792364 hasConceptScore W2940792364C41008148 @default.
• W2940792364 hasConceptScore W2940792364C42536954 @default.
• W2940792364 hasConceptScore W2940792364C47446073 @default.
• W2940792364 hasConceptScore W2940792364C47702885 @default.
• W2940792364 hasConceptScore W2940792364C50644808 @default.
• W2940792364 hasConceptScore W2940792364C62520636 @default.
• W2940792364 hasIssue "1" @default.
• W2940792364 hasLocation W29407923641 @default.
• W2940792364 hasLocation W29407923642 @default.
• W2940792364 hasOpenAccess W2940792364 @default.
• W2940792364 hasPrimaryLocation W29407923641 @default.
• W2940792364 hasRelatedWork W1604847762 @default.
• W2940792364 hasRelatedWork W1905705329 @default.
• W2940792364 hasRelatedWork W2014323024 @default.
• W2940792364 hasRelatedWork W2086999410 @default.
• W2940792364 hasRelatedWork W2258992572 @default.
• W2940792364 hasRelatedWork W2359410228 @default.
• W2940792364 hasRelatedWork W2381165384 @default.

• next